Content Posted in 2021
Is Making Mistakes Human? On the Perception of Typing Errors in Chatbot Communication, Johannes Bührke, Alfred Benedikt Brendel, Sascha Lichtenberg, Maike Greve, and Milad Mirbabaie
Is more always better? Simulating Feedback Exchange in Organizations, Sascha Fuchs, Roman Rietsche, Stephan Aier, and Michael Rivera
Is More Better? The Divide between Retailer’s and Manufacturers’ Preferences for Reviews and Review Monetization, Haozhao Zhang, Zhe (James) Zhang, and Srinivasan Raghunathan
Is Perishable-goods New Technology Adoption always Profitable?, Shuai Zhao and Wenli Li
IS Resilience Decision Priorities at German SMEs: A Q-Method Approach, Amitrajit Sarkar and Thomas Traubinger
Issues and Path Selection of Artificial Intelligence Design Talents Training in applied Undergraduate Universities in Smart City, Lijun Xu, Jianjun Hou, Zhe Chen, and Jun Gao
Issues in Information Systems Education: A Text Mining Approach, Mark I. Hwang
Is This System Biased? – How Users React to Gender Bias in an Explainable AI System, Ekaterina Jussupow, Miguel Angel Meza Martínez, Alexander Maedche, and Armin Heinzl
Is Usage a Reflection of Usability?, Eldred Kyomuhangi-Manyindo, Rebecca Kiconco, Foluso Ayeni, and Victor Mbarika
IT Affordances and Social Commerce: Used Product Marketplace, Mati Ur Rehman and Sree Nilakanta
IT after the Coronavirus Pandemic: Back to Normal?, Tal Ben-Zvi and Jerry Luftman
IT ambidexterity and patient agility: the mediating role of digital dynamic capability, Rogier Van de Wetering
IT as a Safety Net During a Crisis, Qingyang Li, Alexis Gonzalez, Ramona Ionescu, and Hope Koch
IT-Based Learning Tools to Introduce Sustainability Problems to Management Students: A Scoping Review, Burak Öz, Sena Onen Oz, Jacques Robert, and Pierre-Majorique Léger
IT-Enabled Sustainable Supply Chain Management Capability Maturity, Xiang Peng, Sherah Kurnia, and Tingru Cui
IT Governance, Firm Performance, and the Rise of the Digital Upper Echelon, Yiwen Gao and Jason B. Thatcher
IT Governance Mechanisms Influence on Digital Transformation: A Systematic Literature Review, Rahmat Mulyana, Lazar Rusu, and Erik Perjons
IT Governance: Review, Synthesis, and Directions for Future Research, Mina Jafarijoo and K.D. Joshi
It is Not an Island It’s A World: Fortnite and “Worldness”, Kyle Moore and Marcus Carter
It is only for your own good, or is it? Ethical Considerations for Designing Ethically Conscious Persuasive Information Systems, Dennis Benner, Sofia Schöbel, and Andreas Janson
IT outside of the IT Department: Reviewing Lightweight IT in Times of Shadow IT and IT Consumerization, Marie Godefroid, Ralf Plattfaut, and Björn Niehaves
IT Risk Management Implementation as Socio-Technical Change: A Process Approach, Neda Azizi, Bruce Rowlands, and Shah Jahan Miah
It’s a Dangerous Business, Going Out Your Door: Overcoming Institutional Distances Through IS, Terence Saldanha, Abhishek Kathuria, Jiban Khuntia, and Benn Konsynski
IT Service Management and Incident Management: Literature Review and a Case Study, Eghbal Ghazizadeh, Moonjee Jeong, Juan Pablo Angel, and Yehan Que
IT, Situation Awareness, and Non-Technical Skills in Cardiac Arrest Teams, Sune Müller, Matilde Kristensen, Kasper Lauridsen, Marlice Zwanenburg, and Bo Løfgren
It’s not that bad! Perceived Stress of Knowledge Workers During Enforced Working From Home due to COVID-19, Jana Mattern, Simon Lansmann, and Joschka Hüllmann
jais cover, Matthew L. Nelson
Job Attrition among Information Technology Employees: A Case Study at IBM Corporation, Reza Gharoie Ahangar, P. Maxwell Douglas, Mahdi Fathi, and Robert Pavur
Jukebox: An Adaptive Collaborative Open Application Development Ecosystem, Ajay Mutreja, Gabrielle Peko, Johnny Chan, and David Sundaram
Jumping into Browser-Based Python: An Exploratory Case Study on Student Perceptions, Mary Lebens
Kartta Labs: Collaborative Time Travel, Sasan Tavakkol, Feng Han, Brandon Mayer, Mark Phillips, Cyrus Shahabi, Yao-Yi Chiang, and Raimondas Kiveris
Keeping eyes on the road: the role of situated IS delegation in influencing drivers’ situational awareness, Raja Hasnain Anwar, Taqi Raza, and Yi (Zoe) Zou
Key Performance Indicators for Crisis-Ready Organizations in the Era of Massive Data: The Case of the Cultural Sector, Nguyen Anh Khoa Dam and Thang Le Dinh
Knowledge Graph Construction and Applications in E-Retailing: A Review of Literature, Billy Chiu; Wing Kuen, Eric SEE-TO; and E. W. T. Ngai
Knowledge Graphs in Support of Credit Risk Assessment, Ghassan Beydon, Hendra Suryanto, Charles Guan, Ada Guan, and Vijayan Sugumaran
Knowledge Identity (KI): A New Approach to Integrating Knowledge Management into Enterprise Systems, Ali Intezari, Morteza Namvar, and Ramin Taghinejad
Knowledge Management Competence and ISD Vendor Innovativeness in Turbulent Markets, Sachithra Lokuge and Subasinghage Maduka Nuwangi
Knowledge Management in the Era of Artificial Intelligence - Developing an Integrative Framework, Nora Fteimi and Konstantin Hopf
Knowledge Management System Use as a Key Driver of Professional and Organizational Cognitive Engagement, Kishen Iyengar and Ramiro Montealegre
Knowledge Sharing Behavior in Homeland Security - The Roles of Trust, Technology, and Expectations, Souren Paul and Evette Maynard-Noel
Knowledge Sharing in Digital Platform Ecosystems – A Textual Analysis of SAP’s Developer Community, Martin Kauschinger, Maximilian Schreieck, Markus Böhm, and Helmut Krcmar
Knowledge Sharing in Paid Q&A Service: Examining the Role of Acquisition Cost, Yayuan Liu, Yu Tong, and Haofeng Jin
Knowledge Transfer in University-Private Research Partnership in Saudi Arabia: A review, Maram Hakami and Daniel Chandran
Know-Your-Customer (KYC) Requirements for Initial Coin Offerings, Nadine K. Ostern and Johannes Riedel
Kompetenzanforderungen zur Digitalisierung der öffentlichen Verwaltung: Eine empirische Analyse auf Basis von Stellenanzeigen, Gunnar Auth, Julian Christ, and Frank Bensberg
LANA – A Behavior Change Support System towards Self-regulated Learning, Vanessa Maria Steinherr
Landlords of the Digital World: How Territoriality and Social Identity Predict Playing Intensity in Location-based Games, Samuli Laato, Bastian Kordyaka, A.K.M. Najmul Islam, and Konstantinos Papangelis
Last mile drone delivery services: Adoption barriers before and during the COVID-19 pandemic, Mario Schaarschmidt, Matthias Bertram, and Marius Knobloch
LAUNDRY BETWEEN EMAILS: TELEWORK GOES VIRAL IN TIMES OF CORONA; HOW DOES IT CHANGE OUR PERCEPTION OF REMOTE WORKING?, Zofia Saternus and Oliver Hinz
Layer Freezing for Regulating Fine-tuning in BERT for Extractive Text Summarization, M D Aaditya, Daisy Monika Lal, Krishna Pratap Singh, and Muneendra Ojha
Leadership in Agile Software Development: A Systematic Literature Review, Sunila Modi and Diane Strode
Leaders in Extreme Contexts: An Exploratory Analysis of U.S. Leaders’ Tweets, Michael Matthews, Sun-Young (Sunny) Whang, Pascal Nitiema, Bachazile L. Sikhondze, and Dawei Wang
Leading Agents or Stewards? Exploring Design Principles for Empowerment through Workplace Technologies, Maren Gierlich-Joas, Valentin Zieglmeier, Rahild Neuburger, and Thomas Hess
Leading a Special Interest Group with Data: Motivate and abate the cost for knowledge sharing in information system research, Rhode Ghislaine NGUEWO NGASSAM, Truth Lumor, and Kathryn Brohman
Learning from Community Sharing: Early Experiences and Design Innovations in Buy Nothing Groups, Jonathan P. Allen
Learning from Enforcement Cases to Manage GDPR Risks, Saeed Akhlaghpour, Farkhondeh Hassandoust, Farhad Fatehi, Andrew Burton-Jones, and Andrew Hynd
Learning from Security Failures: The Roles of Psychological Safety and Mild Fear, Chengqi (John) Guo
Learning in Online Environments: Balancing Cooperation and Competition, Hani Safadi
Learning Objectives, Learning Outcomes and Learning Success in a Flipped Classroom Course – A Quantitative Analysis, Christin Voigt, Linda Blömer, and Uwe Hoppe
Learning to Learn: Facets of Generativity in Machine Learning Frameworks, Jan Zibuschka
Leave No One Behind: Design Principles for Public Warning Systems in Federalism, Anna Katharina Frische, Julia Felicitas Kirchner, Caroline Pawlowski, Sebastian Halsbenning, and Jörg Becker
Leaving the Shadow: A Configurational Approach to Explain Post-identification Outcomes of Shadow IT Systems, Daniel Fürstenau, Hannes Rothe, and Matthias Sandner
Legal Challenges in Cloud Forensics, Kaitlin Marshall and Alan Rea
Legitimation as the Correspondence of Practice: An Ethnographic Study of Digital Nomad Work Practices, Julian Prester, Dubravka Cecez-Kecmanovic, Daniel Schlagwein, and Michael Cahalane
Less is More: Analysing Communication in Teams of Strangers, Evelyn Tan, Alex Wade, Athanasios Kokkinakis, Georgia Heyes, Simon Demediuk, and Anders Drachen
Lessons from the Past: Rethinking the Use of Social Influence in Online Social Networks Research, Dharshani Chandrasekara, Caddie Gao, and Patrick Olivier
Lessons of COVID-19 Pandemic on Cross-border E-commerce and Suggestions, TzuShan Tseng
LET’S DO DESIGN THINKING VIRTUALLY: DESIGN AND EVALUATION OF A VIRTUAL REALITY APPLICATION FOR COLLABORATIVE PROTOTYPING, Jannis Vogel, Julian Schuir, Cosima Koßmann, Oliver Thomas, Frank Teuteberg, and Kai-Christoph Hamborg
Let’s Get Engaged: On the Evidence of Patient Engagement Tools and Their Integration in Patient Pathways, Emily Hickmann, Peggy Richter, and Hannes Schlieter
Let’s Get Immersive: How Virtual Reality Can Encourage User Engagement in Process Modeling, Ludger Pöhler, Julian Schuir, Pascal Meier, and Frank Teuteberg
Letter from the Co-authors to the CAIS Editor-in-Chief, Cynthia Beath, Yolande Chan, Robert M. Davison, Alan Dennis, and Jan Recker
Let us work Together' – Insights from an Experiment with Conversational Agents on the Relation of Anthropomorphic Design, Dialog Support, and Performance, Sascha Lichtenberg, Johannes Bührke, Alfred Benedikt Brendel, Simon Trang, Stephan Diederich, and Stefan Morana
Levels of Digital Representation: Semiotics and the Articulation of Meaning, Leona Chandra-Kruse, Stefan Seidel, and Alexander Maedche
Leveraging Linguistic Signaling to Prompt Feedback in Open Innovation Communities, Suya Hu, Di Xu, and Yan Li
Leveraging Market Research Techniques in IS: A Review and Framework of Conjoint Analysis Studies in the IS Discipline, Dana Naous and Christine Legner
Leveraging Mobile Health Technology and Multidisciplinary Methodology to Optimize Self-Management Education for Advanced Cancer Pain: Development of STAMP, Desiree Azizoddin, Rosalind Adam, Daniela Kessler, and Andrea Enzinger
Leveraging Multisource Heterogeneous Data for Financial Risk Prediction: A Novel Hybrid-Strategy-Based Self-Adaptive Method, Gang Wang, Gang Chen, Huimin Zhao, Feng Zhang, Shanli Yang, and Tian Lu
Leveraging Natural Language Processing to Analyze Scientific Content: Proposal of an NLP pipeline for the field of Computer Vision, Henrik Kortum, Max Leimkühler, and Oliver Thomas
Leveraging Online Social Capital: How the German Red Cross Uses Social Networking Sites, Diana Fischer-Preßler, Julian Marx, Christian Ehnis, and Kai Fischbach
Leveraging the Biopsychosocial Model of Health to Assess Perceived Relevance of Digital Health: Scale Development, Polina Durneva
Leveraging the Potentials of Federated AI Ecosystems, Marco Röder, Peter Kowalczyk, and Frédéric Thiesse
LEVERAGING THE USE OF PRE-RECORDED DEMONSTRATION VIDEOS TO SUPPORT TEACHING AND LEARNING DURING COVID-19 LOCKDOWN, Funmi Adebesin, Nita Mennega, and Adriana Botha
Lexical Copy or Semantic Imitation? Exploring the Implications of the AI Text Generator on Medical Crowdfunding Performance, Xiaopan WANG, Junpeng Guo, Ben Choi, and Yi Wu
Life Engineering, Rainer Alt, Andreas Göldi, Hubert X. Österle, Edy Portmann, and Sarah Spiekermann
Linking Augmented Reality with Peer Tutoring in Vocational Learning Environments: A Multi-Agent-Based Approach, Henning Gösling, Tobias Dreesbach, Jannis Vogel, and Enrico Kochon
Linking Information Technology and Entrepreneurship: A Literature Review, Yousra Harb and Yanyan Shang
Linking IT Assets and Competitive Advantage - IT Capabilities of Servitized Business Models, Christoph Brosig, Markus Westner, and Susanne Strahringer
Literature Review challenges for emerging technologies, Karina Honey and D. Alastair Robb
Literature Reviewing: Addressing the Jingle and Jangle Fallacies and Jungle Conundrum Using Graph Theory and NLP, Yuanyuan Song, Richard T. Watson, and Xia Zhao
Live Stream Influencer Marketing on Consumers’ Offline Purchase Intention: A Quantitative Study, Peilin Zhang, Chih-Wei Fred Chao, Hussain M. Aljaroodi, and Raymond Chiong
LMAO, SMH, or WTF? The role of internet memes in mood, engagement, and persuasion., Syed Shuva and Jeffrey K. Mullins
LOCAL POST-HOC EXPLANATIONS FOR PREDICTIVE PROCESS MONITORING IN MANUFACTURING, Nijat Mehdiyev and Peter Fettke
Local Retail Under Fire: Local Shopping Platforms Revisited Pre and During the Corona Crisis, Soeren Baersch, Lars Bollweg, Peter Weber, Tim Wittermund, and Valerie Wulfhorst
Location Privacy in the Era of 5G, Alexander Schacht, Kayla Foster, and John Roth
Logo as a Language to Teach Non-majors the Essentials of Programming, Gregg Brownell
Look What I’m Interested in! Toward a Better Understanding of How Personalization and Self-Reference Drive News Sharing, Verena Thürmel, Benedikt Berger, and Thomas Hess
Losing Balance? – A Review of Balanced Scorecards in IS Research, Benjamin Matthies and André Coners
Lost in translation: A study of (mis)conceptions, (mis)communication and concerns when implementing gamification in corporate (re)training, Adam Palmquist
Low-Code Development Platforms – A Literature Review, Niculin Prinz, Christopher Rentrop, and Melanie Huber
Low-Code Platform, Alexander Bock and Ulrich Frank
LSX: Live Streaming eXperience: Process Framework and Components, Ajay Mutreja, Johnny Chan, Gabrielle Peko, and David Sundaram
Machine Learning and AI in detection of mental illnesses - A Literature Review, Smriti Srivastava and Pranay Prateek
Machine Learning-Based Android Malware Detection Using Manifest Permissions, Jeffrey Mcdonald, Nathan Herron, William Glisson, and Ryan Benton
Machine Learning-Based Detection of High Trait Anxiety Using Frontal Asymmetry Characteristics in Resting-State EEG Recordings, Jan Gross, Filmon Mesgun, Janek Frick, Hermann Baumgartl, and Ricardo Buettner
Machine Learning Based Diagnostics of Developmental Coordination Disorder using Electroencephalographic Data, Ricardo Buettner, Michael Buechele, Benedikt Grimmeisen, and Patrick Ulrich
Machine Learning Based Differentiation Between High and Low Self-Discipline Using EEG Data, Daniel Sauter, Lars Butz, and Ricardo Buettner
Machine Learning-based Systems for Supplier Evaluation and Selection in New Zealand SMEs, Abid Shahzad and Tran Thi Giac Duyen
Machine Learning for Readability Assessment and Text Simplification in Crisis Communication: A Systematic Review, Hieronymus Hansen, Adam Widera, Johannes Ponge, and Bernd Hellingrath
Machine Learning for Software Engineering: a Bibliometric Analysis from 2015 to 2019, Ruben Heradio, David Fernandez-Amoros, Cristina Cerrada, and Manuel J. Cobo
Machine Learning in Business Process Monitoring: A Comparison of Deep Learning and Classical Approaches Used for Outcome Prediction, Wolfgang Kratsch, Jonas Manderscheid, Maximilian Röglinger, and Johannes Seyfried
Machine Learning Systems in Clinics – How Mature Is the Adoption Process in Medical Diagnostics?, Luisa Pumplun, Mariska Fecho, Nihal Wahl-Islam, and Peter Buxmann
Machinelike or Humanlike? A Literature Review of Anthropomorphism in AI-Enabled Technology, Mengjun Li and Ayoung Suh
MAHIVE: Modular Analysis Hierarchical Intrusion Detection System Visualization Event Cybersecurity Engine for Cyber-Physical Systems and Internet of Things Devices, Stuart Steiner, Ibukun Oyewumi, and Daniel Conte De Leon
Maintenance of Enterprise Architecture Models, Nuno Silva, Pedro Sousa, and Miguel Mira da Silva
Make Us Smile! AI and the Violation of Human Intentions, Christof Wolf-Brenner
Making a Case for Multi-level Reference Modeling – A Comparison of Conventional and Multi-level Language Architectures for Reference Modeling Challenges, Sybren de Kinderen and Monika Kaczmarek-Heß
Making Charity Crowdfunding Work: An Empirical Study of Project Promotion for Improving Donor Contributions, Seung Jong Lee, Kyung Pyo Kang, Junghee Lee, Vish Krishnan, and Jae Hong Park
Making Physical Activity A Habit: Using Gamified Physical Activity Trackers to Sustain Behaviour, Shakir Islam, Michael Cahalane, and Patrick Finnegan
Making Recommendations More Effective through Social Features: The Impact on Social E-commerce Users' Purchasing Intentions, Xu Li, Kanliang Wang, and Qiqi Jiang
Making Sense of Blockchain in Food Supply-Chains, Andrew Croxson, Ravi S. Sharma, and Stephen Wingreen
Making Strategic Supply Chain Capacity Planning more Dynamic to cope with Hyperconnected and Uncertain Environments, Raphaël Oger, Frederick Benaben, Matthieu Lauras, and Benoit Montreuil
Making the Crowd Wiser: (Re)combination through Teaming in Crowdsourcing, Junjie Zhou and Jungpil Hahn
Making the First Step Towards Robotic Leadership – Hiring Decisions for Robotic Team Leader Candidates, Franziska Doris Wolf and Ruth Maria Stock-Homburg
Making the Grade: Using COBIT to Study Computer Crime at Bucks County Community College (Pennsylvania), M. Elizabeth Haywood
Making the world a better place with Mixed Reality in Education, Blooma John and Jayan Kurian
Malware Detection Using Frequency Domain-Based Image Visualization and Deep Learning, Tajuddin Manhar Mohammed, Lakshmanan Nataraj, Satish Chikkagoudar, Shivkumar Chandrasekaran, and B.S. Manjunath
Management Emotion and Firm’s Propensity of Strategic IT Investment, Nan Wang, Weijun Zheng, and Wenbo Zhang
Managerial Cognition, Digitized Capabilities, and Competitive Response, T. (Ravi) Ravichandran and Liang Zhao
Managers’ Responses to Online Reviews for Improving Firm Performance: A Text Analytics Approach, Tianjie Deng, Young-Jin Lee, and Karen Xie
Managing Bias in Machine Learning Projects, Tobias Fahse, Viktora Huber, and Benjamin van Giffen
Managing Boundary-Spanning Cognition Through Emergent Problem-Framing in Enterprise Systems Design, Susan Gasson
Managing Competing Concerns in Digital Innovation: A Case Study of an Incumbent Maritime Company, Anastasiia Tkalich, Marius Mikalsen, Nils Brede Moe, and Tor Thorsrud Sporsem
Managing Digital Transformation with Sociotechnical Micro-Foundations: A Dynamic Capabilities Approach, Jon Iden and Bendik Bygstad
Managing Embedded Digital Ecosystems in Pandemic Big Data Contexts, Shastri Nimmagadda, Christine Namugenyi, Neel Mani, and Torsten Reiners
Managing Firm Resources at the Digital Technology Frontier, Tomasz Marcin Mucha and Timo Seppala
Managing Information Security Outsourcing in a Dynamic Cooperation Environment, Yong Wu, Giri Kumar Tayi, Gengzhong Feng, and Richard Y. K. Fung
Managing My Bladder Dictates My Daily Routines – A Model for Design and Adoption of mHealth in Chronic Disease Management, Michael Burkard, Jannik Lockl, Tristian Zürl, and Nicolas Ruhland
Managing Online Post-Purchase Dissonance: Effects of Choice Closure Interfaces on Satisfaction and Product Return, Gabe Lee and Andrew Chen
Managing the Interpretive Flexibility of Technology: A Case Study of Celonis and its Partner Ecosystem, Martin Engert, Yifang Chu, Andreas Hein, and Helmut Krcmar
Managing trust- A design theory and design principles, Fahame Emamjome and Michael Rosemann
Managing Uncertainty in Pharmaceutical Supply Chains: A Structured Review, Gregor Blossey, Gerd J. Hahn, and Achim Koberstein
Mandatory Technology in Use: a Study of Users’ Appropriation Practices, Ricardo Engelbert and Alexandre Reis Graeml
MANPRINT – An Emerging Systems Planning Methodology, Richard Cardinali
Manufacturers’ IT-Enabled Service Innovation Success as a Multifaceted Phenomenon: A Configurational Study, Christoph Brosig
Many Hands Make Light Work: The Influence of Organizational Culture on Idea Platform Implementation, Timo Koppe
Mapping Design Contributions in Information Systems Research: The Design Research Activity Framework, Alexander Maedche, Shirley Gregor, and Jeffrey Parsons
MAPPING IS CURRICULUM RESEARCH AREAS: A SYSTEMATIC LITERATURE REVIEW FROM 2010 TO 2019, Shan Feng* and Hannu Salmela*
Mapping negative unintended consequences of disruptive technologies use in smart cities., Nina Rizun, Magdalena Ciesielska, Gabriela Viale Pereira, and Charalampos Harris Alexopoulos
Mapping the Landscape of Health Information Exchange (HIE) Networks in the United States, Zuan Sun, Deborah Compeau, and Michelle Carter
Mapping World Scientific Collaboration on the Research of COVID-19: Authors, Journals, Institutions, and Countries, Rongying Zhao, Zhuozhu Liu, Xiaoxi Zhang, Junling Wang, and Zhaoyang Zhang
Marrying the Agile Framework with InfoSec Management Education, Leigh A. Mutchler, Amy J. Connolly, and Daniel Rush
MASTERPLOTS IN INFORMATION SYSTEMS IMPLEMENTATION, Pasi Raatikainen, Samuli Pekkola, Matias Nurminen, and Maria Mäkelä
Materiality and emergence in environmental information systems, Indrit Troshani, Bill Doolin, Karl Fradley, and Giselle Rampersad
Matrix Production Systems - Requirements and Influences on Logistics Planning for Decentralized Production Structures, Niels Schmidtke, Alina Rettmann, and Fabian Behrendt
Maturity Model for Cognitive Computing Systems in the Public Sector, Kevin Desouza, Franziska Götz, and Gregory S. Dawson
Maturity Models in Information Systems: A Review and Extension of Existing Guidelines, Tobias Mettler and Omar Ballester
MD-Manifold: A Medical Distance Based Manifold Learning Approach for Heart Failure Readmission Prediction, Shaodong Wang, Qing Li, and Wenli Zhang
Me and the Other Not Me - Deepfake as Digitally Constructed Alternate Deceptive Identity: Loss of Control Over One’s Identity and Consequences, Fatima Mohammed and A. F. Salam
Measures related to social and human factors that influence productivity in software development teams, Liliana Machuca-Villegas, Gloria Piedad Gasca-Hurtado, and Mirna Muñoz
Measuring and visualising boundary spanning in enterprise collaboration systems, Florian Schwade
Measuring Bangladeshi Female Farmers' Values for Agriculture Mobile Applications Development, Rifat Shams, Mojtaba Shahin, Gillian Oliver, Waqar Hussain, Harsha Perera, Arif Nurwidyantoro, and Jon Whittle
Measuring Sustainability through Textual Analysis, Frederik Maibaum and Johann Nils Foege
Measuring the Impact of COVID-19 on the Shipping in the GCC countries, Abdullah Shaar, Andrew Edward, Houda Bouamor, and Savanid Vatanasakdakul
Measuring Trust in Technology: A Survey Tool to Assess Users’ Trust Experiences, Sonia Sousa, Paulo Martins, and José Cravino
Measuring what Counts: An Exploratory Study about the Key Challenges of Measuring Design Thinking Activities in Digital Innovation Units, Selina Mayer, Thomas Haskamp, and Danielly De Paula
Mechanical Turk versus Student Samples Comparisons and Recommendations, Stephen De Lurgio, Amber Grace Young, and Zach Steelman
Mechanisms for Designing Digital Platforms: Promoting Autonomy, Competence and Relatedness, Lisa Lohrenz, Simon Michalke, Susanne Robra-Bissantz, and Christoph Lattemann
Mechanisms Fostering Tech Start-up Emergence in the Nigerian Digital Ecosystem, Emmanuel Okoro Ajah and Chidi Ononiwu
Mechanisms Responsible for Tech Start-up Emergence for National Development: A Case of Nigeria Entrepreneurial Ecosystem, Emmanuel Ajah and chidi ononiwu
Media Multiplexity in Entrepreneur-Mentor Relationships, Wei Shi and Matthew Weber
Mediating Effect of ICT Impacts on ICT and Health Goals of MDGs: A Cross-national Panel Analysis, Jing Fan, Zishan Huang, Mingxing Shao, Hongquan Li, and Yan Wan
Medical Internet of Things: A Survey of the Current Threat and Vulnerability Landscape, Aleise Mcgowan, Scott Sittig, and Todd Andel
Medical Teleconsulting Applications:An Empirical Study on Elderly Peoples’ Satisfaction, Katharina Pflügner, Florijan Hrovat, and Christian Maier
Medical Transcriptionist’s Experience with Speech Recognition Technology, Honorato S. Altar, Jr and Raymund C. Sison
Mensuração de desempenho em Smart Government: análise da Estratégia de Governança Digital do Governo Federal do Brasil, Mariane Santiago de Souza and Daielly Melina Mantovani Ribeiro
Mental Health and the COVID-19 Pandemic: Analysis of Twitter Discourse, Omar El-Gayar, Abdullah Wahbeh, Tareq Nasralah, Ahmed Elnoshokaty, and Mohammad Al-Ramahi
MeshSOS: An IoT Based Emergency Response System, Bhavye Jain, Kaustubh Trivedi, Swati Agarwal, and Rahul Thakur
Message from SIM, Mark Taylor
Message from SIM, Mark Taylor
Message from SIM, Mark Taylor
Message from SIM, Mark Taylor
Meta-analysis of COVID-19 Clinical Symptoms, Prevalence of Comorbidities and Influencing Factors of Severity and Mortality Cases, Yuting yang and Liyi Zhang
Methodology for Calculation of the Marginal Emission Rates from a ComplexCogeneration Facility compared with that of the co-located NY ISO Bus, Richard Tabors
Metodología para la implantación de Entornos Virtuales de Aprendizaje en Instituciones de Educación, Diego León and Irving Reascos
mHealth for Self-Management in Pregnancy: Identifying Essential Components for Women in Low-Resource Settings, Gloria Ejehiohen Iyawa and Aliyu Rabiu Dansharif
MHealth in Pediatric Oncology Care. Development of Mobile Support for Family Members of Children with Cancer in Ethiopia, Leul Deribe, Adamu Addissie, and Nataliya Berbyuk Lindström
Microfoundations of Dynamic Capabilities for Platform Ecosystem Establishment: Evidence from Enterprise IoT, Christian Marheine and Dimitri Petrik
Microgrid Cooperatives in Emerging Countries - Impact of Decentralization in Rural India, Nakul R. Padalkar and Yuan Jin
Micromobility challenges in the city of São Paulo: The impact of shared economy services of electric scooters, Luis Hernan Contreras Pinochet, Heloisa Mangini, Vanessa Itacaramby Pardim, and Cesar Alexandre de Souza
Mindful Adaptation of Technology (MAT) in Extreme Research Contexts: A Theoretical Proposal, Michael Matthews and Heshan Sun
Mindfulness and Cybersecurity Behavior: A comparative analysis of rational and intuitive cybersecurity decisions, Mahdi Roghanizad, Ellen Choi, Atefeh (Atty) Mashatan, and Ozgur Turetken
Minimizing post-harvest losses through digitally enabled supply chain visibility: a design science approach, Ishmael Nanaba Acquah, Joseph Akyeh, and Emmanuel Kweku Quansah
Minimizing the usage of SARS-CoV-2 lab test resources through test pooling enhanced by classification techniques, Ana Cristina Garcia and Marcio De Oliveira Barros
Minimum Viable Common Ground: A Case Study of Collaboration Rooms as an Agile Approach to Interdepency Management, Marius Mikalsen, Torgeir Dingsøyr, and Anniken Solem
Mining Informal and Short Weekly Student Self-Reflections for Improving Student Learning Experience, Swapna Gottipati, Rafael Barros, and Kyong Jin Shim
Mining Logomaps for Ecosystem Intelligence, Rahul Basole
Mining Online Social Networks: Deriving User Preferences through Node Embedding, Mahyar Sharif Vaghefi and Derek L. Nazareth
MISQ Volume 45, Issue 3 Table of Contents
Mitigating DDoS attacks: A Text-mining approach, Kalpit Sharma and Arunabha Mukhopadhyay
Mitigating Information Asymmetry to Achieve Crowdfunding Success: Signaling and Online Communication, Nianxin Wang, Huigang Liang, Yajiong Xue, and Shilun Ge
Mitigating the Security Intention-Behavior Gap: The Moderating Role of Required Effort on the Intention-Behavior Relationship, Jeffrey Jenkins; Alexandra Durcikova; and Jay F. Nunamaker, Jr.
ML-Based Product Design: The Case of Mobile Apps, Aditya Karanam, Ashish Agarwal, and Anitesh Barua
Mobile Healthcare Design Research: A Special Issue for Information Systems Researchers, Shah J. Miah and Oliver K. Burmeister
Mode Innovation of the “Belt and Road” Supply Chain Finance under the Background of Digital Technology, Yaqin Dou, Shaobu Bai, Li Yao, and Qian Sun
Modeling aggregate human mobility patterns in cities based on the spatial distribution of local infrastructure, Marco Miotti and Rishee Jain
Modeling a Multi-Platform Strategy: A Case Study of Google, Moritz Klimmek, Sebastian Hermes, Maximilian Schreieck, and Helmut Krcmar
Modeling Framework and Coordination of DER and Flexible Loads for Ancillary Service Provision, Jorge García, Juan Víquez, José Incer, Francisco Escobar, Petros Aristidou, and Gustavo Valverde
Modeling IT Availability Risks in Smart Factories, Daniel Miehle, Björn Häckel, Stefan Pfosser, and Jochen Übelhör
Modeling the C(o)urse of Privacy-critical Location-based Services – Exposing Dark Side Archetypes of Location Tracking, Fabian Burmeister, Paul Drews, and Ingrid Schirmer
Modelling for Ethical Concerns for Traceability in Time of Pandemic “Do no Harm” or “Better Safe than Sorry!”, Nabil Badr, Monica Drăgoicea, Leonard Walletzký, Luca Carrubbo, and Angeliki Maria Toli
Modelling the supply chain impact of a digital terminal appointment systems parameters and user behaviours. A discrete event simulation approach, Mihai Neagoe, Hans-Henrik Hvolby, Mohammad Sadegh Taskhiri, and Paul Turner
Modelling User Behaviour in Market Attribution: finding novel data features using machine learning, Tanisha Naomi Thornton, Simon Thorne, and Ana Calderon
Models for API Value Generation, Nigel P. Melville and Rajiv Kohli
Moderating Effects of Time-Related Factors in Predicting the Helpfulness of Online Reviews: a Deep Learning Approach, Morteza Namvar, James Boyce, Jatin Sarna, Yuanyuan Zheng, Yeow Kuan Alton Chua, and Sina Ameli
Modes of Collaboration in Digital Transformation of Municipal Wastewater Management, Heidi Hietala, Pekka M. Rossi, Elina Annanperä, and Tero Päivärinta
Moment or Movement – An Empirical Analysis of the Heterogeneous Impact of Media Attention on Charitable Crowdfunding Campaigns, Michelle Müller, Stefanie Müller, Janina Seutter, and Dennis Kundisch
Monetizing Loot Boxes in Gamblified Digital Business Models — The Role of Risk Avoidance and Loss Aversion, Konstantin Roethke, Gregor Albrecht, Martin Adam, and Alexander Benlian
Money vs. Social Life: Why People Choose Not to Use Facebook Messenger Payment, Lingyuan Li and Guo Freeman
Monitoring Remote Employees at FinPro, Janice Sipior
MOOCSent: a Sentiment Predictor for Massive Open Online Courses, Mohammed A. Alsheri, Laila M. Alrajhi, Ahmed Alamri, and Alexandra I. Cristea
More Than Just Shopping on Social Commerce Websites: A Multidimensional Scaling Study of Consumers’ In-Role and Extra-Role Behaviors, Wei Wu, Xiang Gong, and Christy M. K. Cheung
More than Mobile Banking – A Taxonomy-based Analysis of Mobile Personal Finance Applications, Albert Torno, Oliver Werth, Robert C. Nickerson, Michael H. Breitner, and Jan Muntermann
More than you know - An Investigation of VR to Support Tacit Knowledge Transfer within Organisations, Andreas Weigel, Louisa Sauter, and Björn Niehaves
most10alltimeamcis, Matthew L. Nelson
Motion Sensor-Based Health Profiling for Parkinson’s Disease: A Deep Learning Approach, Shuo Yu
Motivational Factors for Big Data Analytics Continued Use, Mohsen Javdan and Maryam Ghasemaghaei
Motivational Tiered Assessment: A New Grading Approach for Motivating Information Systems Students, Mark Serva, Amanda Convery, and Amanda Bullough
Motivation in Gamified Social Media Learning: A Psychological Need Perspective, Kingsley Ofosu-Ampong, Richard Boateng, Emmanuel A. Kolong, and Thomas Anning-Dorson
Motivation in IT Projects: Investigating the Effect of Agile Practices on Team Members’ Intrinsic Motivation, Armela Memeti, Veronika Huck-Fries, Manuel Wiesche, Jason Bennett Thatcher, and Helmut Krcmar
Motivation to Participate in Professional Development in Technologically Intensive Work Environments, Stephen C. Wingreen, Tim Klaus, Thomas Schambach, and J. Ellis Blanton
Move Text Out of Picture: Impacts of Spatial Relationship Between Text and Picture on Consumer Attention to Online Ads, Wei Cui and Zhenhui Jiang
Moving Beyond Rule-Based Automation: A Method for Assessing Cognitive Automation Use Cases, Christian Engel, Edona Elshan, and Philipp Ebel
Moving beyond the Build-or-Join Decision: A Multiple Case Study on Multi-Platform Strategies of Incumbent Firms, Sebastian Hermes, Rebekka Guhl, Maximilian Schreieck, Jörg Weking, and Helmut Krcmar
Multi-Agent Learning in Repeated Double-side Auctions for Peer-to-peer Energy Trading, Andrew Liu and Zibo Zhao
Multi-Agent System for Weather Forecasting, Sreedevi A. G., Palaniappan S., P. Shankar, and Vijayan Sugumaran
Multi-Class Emotion Recognition within the Valence-Arousal-Dominance Space Using EEG, Marvin Gaertner, Daniel Sauter, Hermann Baumgartl, Thilo Rieg, and Ricardo Buettner
Multi-Country Analysis of E-commerce Adoption: The Impact of National Culture and Economic Development, Mohammad I. Merhi
Multi-Dimensional Music Emotion Recognition Incorporating Convolutional Neural Networks and Plutchik’s Emotion Wheel, Liyang Xu, Wei Xu, and Wenping Zhang
Multi-Homing Revisited: Level of Adoption and Competitive Strategies, Anitesh Barua and Rajiv Mukherjee
Multilingual Chatbot for E-Commerce: Data Generation and Machine Translation, Agnieszka Wołk, Helena Skowrońska, and Ida Skubis
MULTILINGUAL SENTIMENT ANALYSIS IN SOCIAL MEDIA: CATCH THE EMOTION BEHIND DIFFERENT EXPRESSIONS, Yuming Li, Johnny Chan, Gabrielle Peko, and David Sundaram
Multimodal Epidemic Visual Analytics and Modeling, Yun Jang and Seokyeon Kim
Multi-subcarrier Physical Layer Authentication Using Channel State Information and Deep Learning, Ken St. Germain and Frank Kragh
Multitasking with Information Technologies: Why Not Just Relax?, Armel Quentin Tchanou, Pierre-Majorique Leger, Sylvain Senecal, Félix Giroux, Jean-François Ménard, and Marc Fredette
Music Oh my Music: A Network Perspective on Online Music Listening Behaviour, Mona Ghaffari, Gohar F. Khan, Bruce Ferwerda, and Shivendu Pratap Singh
MuTent: Dynamic Android Intent Protection with Ownership-Based Key Distribution and Security Contracts, Pradeep Kumar Duraisamy Soundrapandian, Tiffany Bao, Jaejong Baek, Yan Shoshitaishvili, Adam Doupé, Ruoyu Wang, and Gail-Joon Ahn
My Security: An interactive search engine for cybersecurity, Nan Sun, Jun Zhang, Shang Gao, Leo Yu Zhang, Seyit Camtepe, and Yang Xiang
Named Entity Recognition in Medical Error Narratives using BERT, Jennifer Xu, Haijing Hao, Patrick Sun, and Andrew Zhang
Natural Language Processing in Internal Auditing – a Structured Literature Review, Gerrit Schumann and Jorge Marx Gómez
Nature and Purpose of Conceptual Frameworks in Design Science, Pedro Antunes, Nguyen Hoang Thuan, and David Johnstone
Navigating Enterprise Architecture (EA) Definition: A Story of EA Adoption in a Public Sector Organization, Mohammad Ali Kohansal, Torstein Elias Løland Hjelle, and Knut-Helge Ronæs Rolland
Navigating Unchartered Territory: Early Impact of Pandemic on SMEs Robotization, Masood Rangraz, Nikolay Kazantsev, Maduka Subasinghage, and Tatiana M. Martinez
Need for Change: Business Functions Affected by the Use of Decentralized Information Systems, Roger Heines, Niclas Kannengießer, Benjamin Sturm, Reinhard Jung, and Ali Sunyaev
Needs for Speed - Categorizing commuter types in the context of smart mobility systems, Christian Anschütz, Katharina Ebner, Stefan Smolnik, and Hans-Hendrik Huber
Network Contagion vs. Spatial Contagion: The Diffusion of EHR Incentive Programs in Physician Networks, Meng-Hao Li and Naoru Koizumi
Networking to Support Spin-out Decision: the Case of Women in Engineering, Michel Plaisent, Nathalie Lafranchise, Daniel Tomiuk, Cataldo Zuccaro, Suzie Mondesir, Mariem Khadhraoui, Marie-Josée Gagné, and Prosper Bernard
Network Redundancy and Knowledge Contribution in Online Innovation Communities: A Conditional Process Analysis, Na Li, Guijie Qi, and Jiali Chen
Network Ties and Their Effect on Employee Collaboration in Enterprise Social Networks: A Review and Research Agenda, Shilpa Kochar, Jason Watson, and Chun Ouyang
Network Vulnerability and Enterprises’ Response: The Preliminary Analysis, Hao Yang, Jinfeng Zhang, and Xiong Zhang
Neural Machine Translation for Conditional Generation of Novel Procedures, Joppe Geluykens, Sandra Mitrović, Carlos Eduardo Ortega Vázquez, Teodoro Laino, Alain Vaucher, and Jochen De Weerdt
Neural Process Mining: Multi-Headed Predictive Process Analytics in Practice, Felix Oberdorf, Myriam Schaschek, Nikolai Stein, and Christoph Flath
Neverlast: Towards the Design and Implementation of the NVM-based Everlasting Operating System, Christian Eichler, Henriette Hofmeier, Stefan Reif, Timo Hönig, Jörg Nolte, and Wolfgang Schröder-Preikschat
new match id, Matthew Leslie Nelson
Newsfeed Clutter as an Inhibitor of Sensemaking, Jana Gundlach and Olga Abramova
New Workplace, New Mindset: Empirical Case Studies on the Interplay between Digital Workplace and Organizational Culture, Caterina Baumgartner, Eva Hartl, and Thomas Hess
Next Frontiers in Emergency Medical Services in Germany: Identifying Gaps between Academia and Practice, Melanie Reuter-Oppermann, Clemens Wolff, and Luisa Pumplun
Next generation business models for higher education: The pandemic push, Munir Mandviwalla, Richard T. Watson, Joanne Li, Jan vom Brocke, and Niraj Patel
Next-Generation Information Systems Theorizing: A Call to Action, Andrew Burton-Jones, Brian S. Butler, Susan Scott, and Sean Xin Xu
No Longer Out of Sight, No Longer Out of Mind? How Organizations Engage with Process Mining-Induced Transparency to Achieve Increased Process Awareness, Julia Eggers, Andreas Hein, Markus Böhm, and Helmut Krcmar
Non-Adoption of Crypto-Assets: Exploring the Role of Trust, Self-Efficacy, and Risk, Artemij Voskobojnikov, Svetlana Abramova, Konstantin (Kosta) Beznosov, and Rainer Böhme
Non-Inclusive Online Security: Older Adults' Experience with Two-Factor Authentication, Sanchari Das, Ben Jelen, Andrew Kim, Lesa Huber, and L. Jean Camp
Normalising a Digital Transformation, Noel Carroll, Brian Mc Lafferty, Kieran Conboy, and Brian Donnellan
Nostalgia: A Possible Source of Behavioral Intention to use AI Technology, Maarif Sohail, Nicole O'Brien, Zehra Mohsin, and Sehar Khaliq
Not All Doom and Gloom: How Energy-Intensive and Temporally Flexible Data Center Applications May Actually Promote Renewable Energy Sources, Gilbert Fridgen, Marc Körner, Steffen Walters, and Martin Weibelzahl
‘Not all Treasures are Silver and Gold’ – Understanding the Gamification Element Lootbox and its Influence on Motivation and Performance, Sascha Lichtenberg, Alfred Benedikt Brendel, Johannes Bührke, Stephan Diederich, and Lutz Kolbe
Not another app! Digital technologies and migration, G Harindranath, Maria Rosa Lorini, and Tim Unwin
Notation-agnostic Subprocess Modeling for Adaptive Case Management, Johannes Tenschert, Sebastian Dunzer, and Martin Matzner
Not Your PAPAS’ Problem—Users and Ethical Use Cases in the Big Data Analytics Age: A Rejoinder to Richardson, Petter, and Carter, M. Lynne Markus
Not Your Typical Leader? How Perceptions of CIOs Compare to Other Members of the Top Management Team, Paola A. Gonzalez and Laurence Ashworth
Nudge to Refill? Modeling Consumer Health Risk with Graph Convolutional Networks for Online Pharmaceutical Targeting, Wen Wang, Xueming Luo, Beibei Li, and Haizhong Wang
Nudging Charity: How Digital Nudges Influence Online Prosocial Behaviors, Cassie Artman Collier and Norman Johnson
Nudging Effective Health Education via Message Design: Evidence from a Randomized Experiment, Junhui Li and Xitong Guo
Nudging vs. boosting: designing self-monitoring features for digital wellbeing apps, Renata Santiago Walser and Ulrich Remus
Object-Oriented Programming and the CIS Curriculum, William P. Cain
Obscure Oversight: Opacity Drives Sensemaking and Resistance Behavior in Algorithmic Management, Michael Pregenzer, Florian Wieser, Renata Santiago Walser, and Ulrich Remus
Observations on the Effects of a Global Pandemic on the Time To Recovery (TTR) from Natural Disasters, Richard Little, Madeline Roberts, and William Wallace
Observers’ Pupillary Responses in Recognising Real and Posed Smiles: A Preliminary Study, Ruiqi Chen, Atiqul Islam, Tom Gedeon, and Md Zakir Hossain
Obsolescence in IT Work: Causes, Consequences and Counter-Measures, Lisa Gussek, Lisa Schned, and Manuel Wiesche
Occupation Modularity and the Work Ecosystem, Shiyan Zhang and Jeffrey V. Nickerson
Oh, What a Cognitive Relief! A NeuroIS Study on Visual Designs of Digital Signages, Anika Nissen, Gabriele Obermeier, Nadine R. Gier, and Andreas Auinger
Older Adults' Use of Online Neighborhood Social Networks: Perceptions, Challenges and Effects, Pascal Vogel, Christian Grotherr, Franziska Von Mandelsloh, Uta Gaidys, and Tilo Böhmann
Older Professionals’ Adaptation to New Information Technologies: A Study in the Context of Non-Standard Employment, Christoph Niesel and Alireza Nili
Omnichannel Transition: A Panacea for Retail?, Aparna Lohiya and Anita Mirijamdotter
Omnichannel Transition Roadmap: A Business Model Perspective, Aparna Lohiya
On Comment Patterns that are Good Indicators of the Presence of Self-Admitted Technical Debt and those that Lead to False Positive Items, Mário Farias, Thiago Souto Mendes, Manoel G. Mendonça, and Rodrigo O. Spinola
On-demand Shared Digital Twins – An Information Architectural Model to Create Transparency in Collaborative Supply Networks, Jan Cirullies and Christian Schwede
On Engineering The Ethical Requirements of Machine Learning, Abdelnasser Abdel-Aal
One (Provider) to Rule Them All: White-Label Platforms in Crowdfunding - An Exploratory Case Study, Florence Jaouat
One Single Click is enough – an Empirical Study on Human Threats in Family Firm Cyber Security, Patrick Ulrich, Vanessa Frank, and Ricardo Buettner
On Estimation of Equipment Failures in Electric Distribution Systems Using Bayesian Inference, Aaqib Peerzada, Miroslav M. Begovic, Wesam Rohouma, and Robert Balog
On Internet-of-Things Devices in Ambient Assisted Living Solutions, Maria Teresa Baldassarre, Danilo Caivano, Giovanni Dimauro, Simone Romano, and Giuseppe Scanniello
Online at Will: A Novel Protocol for Mutual Authentication in Peer-to-Peer Networks for Patient-Centered Health Care Information Systems, Imrana Abdullahi, Tobias Dehling, Felix Kluge, Bjoern Eskofier, and Ali Sunyaev
Online Auction Buyers’ Brain Images When Making Purchasing Decisions Involving Different Types of Rewards, Pei-Hsuan Hsieh, Meng-Lan Chen, and Wen-Jiun Ching
Online Channels and Store Brands: Strategic Interactions, Xiaomeng Luo, Ling Ge, Liwen Chen, and Jianbin Li
Online Child Sexual Exploitation: A New MIS Challenge, Dionysios Demetis and Jan Kietzmann
ONLINE CLASSES – WHO WILL WANT THEM, Asli Yagmur Akbulut, Geoffrey Dick, Grant Clary, and Craig Van Slyke
Online Communities and Dating apps: The effects of social presence, trust, and Covid-19, Gabriel O. Diaz and Colin Conrad
Online-Computer-Mediated Interviews and Observations: Overcoming Challenges and Establishing Best Practices in a Human-AI Teaming Context, Keri Stephens, Karim Nader, Amanda Hughes, Anastazja Harris, Caroline Montagnolo, Ashley Stevens, Yasas Pramuditha Senarath Wijesuriya, and Hemant Purohit
Online Cooperative Feedback Control of Residential Community Microgrids with 100% Renewable Energy, Kunyu Zuo and Lei Wu
Online Customer Experience at China’s Double 11 Online Shopping Festival: An Empirical Model of Antecedents and Consequences, Wen-Lung Shiau, Mengru Zhou, and Chang Liu
Online Employer Reviews as a Data Source: A Systematic Literature Review, Christoph Höllig
Online Hate and its Routes to Aggression: A Research Agenda, Argha Ray and Joey George
Online Health Communities for Prenatal and Perinatal Women: A Consumption Value Theory Perspective of Users, Dorcas Boateng, Richard Boateng, and Eric Afful-Dadzie
Online Learning and Academic Cyberloafing, Tiffany Tee and Vivien Lim
ONLINE LEARNING FRAMEWORK - RAPID FRAMEWORK DEVELOPMENT AS A RESPONSE TO THE COVID-19 PANDEMIC, Bill Au, Clara Nkhoma, and Mathews Nkhoma
Online Marketing of Cultural Tourism: A Case Study of a 5A Ancient Town, Jiali Li and Bangchen Pan
Online Proctoring: Adding Human Values to the Equation, Marlies van Steenbergen and Irene van der Spoel
Online Product Reviews: Is a Finer-Grained Rating Scheme Superior to a Coarser One?, Murat M. Tunc, Huseyin Cavusoglu, and Srinivasan Raghunathan
Online Review Helpfulness: The Role of Review-related Features and Product Type, yumeng yang and David Xu
Online Stress Management Interventions: The Role of Application Features, Katharina Pflügner, Christian Maier, Maren Hielscher, and Tim Weitzel
Online Teaching during Pandemic: A Sensemaking Perspective on Technology, Work from Home and Well-being, Maitrayee Mukerji and Mridul Maheshwari
On Logistics Management for Prosumer Business Information System Development and Implementation, Shastri L. Nimmagadda, Sumesh Sreenithya, Aneesh Krishna, and Torsten Reiners
Only a Coward hides behind AI? Preferences in Surrogate, Moral Decision-Making, Elena Freisinger and Sabrina Schneider
Only If It Affects Me! The Influence of Privacy on Different Adoption Phases, Maximilian Haug, Jaro Lanza, and Heiko Gewald
On Patching the Moral Vulnerabilities of Artificial Intelligence, Abdelnasser Abdel-Aal
On Security Guidelines and Policy Compliance: Considering Users’ Need for Autonomy, Christian M. Olt and Fenne große Deters
On the Complexity of Health Data Protection-in-Practice: Insights from a Longitudinal Qualitative Study, Javad Pool, Saeed Akhlaghpour, and Andrew Burton-Jones
On the Effectiveness of Overt and Covert Interventions in Influencing Cookie Consent: Field Experimental Evidence, Stefan Mager and Johann Kranz
On the Relationship between IT Privacy and Security Behavior: A Survey among German Private Users, Tom Biselli and Christian Reuter
On Writing Research Articles Well: A Guide for Writing IS Papers, Aaron Baird
On Your Mark, Ready, Search: A Framework for Structuring Literature Search Strategies in Information Systems, Thorsten Schoormann, Dennis Behrens, Michael Fellmann, and Ralf Knackstedt
Open Data Science Task Force against COVID-19: Winning the 500k XPRIZE Pandemic Response Challenge, J. Alberto Conejero
Open E-Learning Platforms and the Design-Reality Gap: Exploring the Impact of User-Perceived Functional Affordances, Stephen McCarthy, Wendy Rowan, Titiana Ertiö, Laura Lynch, and Nina Kahma
Opening Pandora’s Box? Guiding Organizations Through Selective Open Data Revealing, Tobias Enders, Clemens Wolff, and Laura Kienzle
Opening the Black Box of Digital B2B Co-Creation Platforms: A Taxonomy, Jan Abendroth, Lara Riefle, and Carina Benz
Opening the Black Box of Music Royalties with the Help of Hybrid Intelligence, Edona Elshan, Christian Engel, and Philipp Ebel
Opening the Minds of Upper Secondary School Students for Business Informatics: an Exploratory Study and an Outline for a Dedicated Teaching Program, Carola Schauer and Hanno Schauer
Open Innovation and Co-Creation through Digitally Enabled Social Networks, Mahesh Raisinghani
Open Innovation Platform Design: From User Experience to User Interface Design, Vanessa Roy, Elijah Nobis, Kaveh Abhari, and Francezca Dagoc
OPENNESS ALWAYS PAYS OFF – INVESTIGATION OF DIVERSE ACTIONS IN RESPONSE STRATEGIES TO DATA BREACHES, Kristin Masuch, Till Ole Diesterhöft, Maike Greve, Steffen Massanneck, Duy Khang Nguyen, Simon Trang, and Lutz M. Kolbe
Open or just Fragmented? Mobilization through Open Source Action Repertoires in the Blockchain Social Movement, Claire Ingram Bogusz and Jonas Andersen
Open Science at a time of the COVID-19 pandemic: a new opportunity to improve emergency response, Hanna Shmagun, Charles Oppenheim, Jangsup Shim, Kwang-Nam Choi, and Jaesoo Kim
Opportunities and Challenges for Process Mining in Organizations: Results of a Delphi Study, Niels Martin, Dominik Fischer, Georgi Kerpedzhiev, Kanika Goel, Sander J.J. Leemans, Maximilian Röglinger, Wil M. P. van der Aalst, Marlon Dumas, Marcello La Rosa, and Moe T. Wynn Dr
Opportunities and Challenges of Use-oriented Business Models in Industrial Settings, Julius Baecker, Markus Wollmann, and Jörg Weking
Opportunities for Information Systems Scholars to Help Address Global Crises, James Gaskin and Warren Rosengren
Opportunity in Pandemic: Understand how Customers Look at your Banner Ads, Janjao Mongkolnavin, Pimmanee Rattanawicha, Sawitree Boonpatcharanon, and Chaiyasut Jongtavornvitaya
Optimal Curriculum Design of Online Business Education: A Learning Analytics Approach, Jiyong Park
Optimal Distinctiveness about Platform Function Usage in Multihoming: Moderating Role of Product Overlap, Jie Fang, Hefu Liu, Zhao Cai, and Eric Lim
Optimizing Offshore Wind Power Generation Cost in India, Prasun Bhattacharjee, Rabin K. Jana, and Somenath Bhattacharya
Orchestrating Digital Innovation: The Case of the Swedish Center for Digital Innovation, Jonny Holmström, Johan Magnusson, and Magnus Mähring
Orchestration in Practice: A Case in Asset Intensive Industry, Daniel Stedjan Svendsrud, Katja Hydle, and Margunn Aanestad
Orchestration of employees' creativity: A phased approach, Charlotte Wehking, Lena Franziska Kaiser, Bernd Schenk, and Jan Vom Brocke
Organisational adoption of a hyped technology: the case of robotic process automation, Antonios Kaniadakis and Laura Linturn
Organizational Aspects of Cyber Security in Family Firms – an Empirical Study of German Companies, Patrick Ulrich and Alice Timmermann
Organizational learning in multisided digital platforms: A multi-method simulation study, Gorkem Turgut Ozer, Edward Anderson, and Patrick Figge
Organizational Robustness and Information Systems, Kevin Desouza and Yancong Xie
Organizational vs Technical Excellence. What Fosters IT Projects in Pan-European Setting?, Bartosz Marcinkowski and Bartłomiej Gawin
Organizing for Digital Innovation and Transformation: Bridging Between Organizational Resilience and Innovation Management, Daniel Heinz, Fabian Hunke, and Gregor Felix Breitschopf
Organizing Visions in the Digital World: The Case of the Blockchain Discourse on Twitter, Malmi Amadoru, Erwin Fielt, and Marek Kowalkiewicz
Outliers Detection In Graph-Represented Databases Using Fuzzy Rules, Adam Niewiadomski, Marcin Kacprowicz, and Monika Bartczak
Outstanding Employees Performance: Personality Traits, Innovation and Knowledge Management, Yovav Eshet and Itzhak Harpaz
Overcoming Diffusion Barriers of Digital Health Innovations Conception of an Assessment Method, Richard Hobeck, Hannes Schlieter, and Tim Scheplitz
Overcoming Innovation Deficiencies in Mexico: Use of Open Innovation through IT and Closed Innovation through IT by Small and Medium Enterprises, Mariana Andrade Rojas, Terence Saldanha, Jiban Khuntia, Abhishek Kathuria, and Wai Fong Boh
Overcoming Technological Inequity in Synchronous Online Learning, Deepa Gopal Iyer and Thomas A. Chapman
PACIS 2021 Welcome and Awards Session, Doug Vogel, Brian Fitzgerald, and M.N. Ravishankar
PACIS Keynote Session II, Hui Xiong
PACIS Panel: A Global Panel on Rural Innovation and Entrepreneurship in the Digital Era, Darshana Sedera, Abhishek Kathuria, Sachithra Lokuge, Suchit Ahuja, Robin Stonecash, and Daniel Agyapong
PACIS Panel - IS 2020: Developing an ACM/AIS Information Systems Model Curriculum for Undergraduate Programs, Paul M. Leidig; Hannu Salmela; Greg Anderson; Jeffry Babb; Lesley A. Gardner; Jay F. Nunamaker, Jr.; Brenda Scholtz; Venky SHANKARARAMAN; Raja Sooriamurthi; Mark F. Thouin; and Carina de Villiers
PACIS Panel - Meet the Editors, Andrew Burton-Jones, James J. Jiang, Hans-Dieter Zimmermann, Sajda Qureshi, Dorothy E. Leidner, Robert M. Davison, and Doug Vogel
PACIS Panel: Observations of industry and societal influences on digital citizenry, Lesley A. Gardner, Paul M. Leidig, Jeffry Babb, Hannu Salmela, Muthupoltotage Udayangi Perera, and Saima Qutab
PACIS Panel: Roles, Activities, and Opportunities for AIS Chapters, Doug Vogel, Nui Vatanasakdakul, Rose Alinda Alias, Rodney Clarke, Atreyi Kankanhalli, Sam Zaza, and Helle Zinner Henriksen
PACIS Panel - Technology for Learning: The Role of Education and Educators, Douglas Vogel, Maryam Alavi, Christian Wagner, Anne F. Rutkowski dr, and Dov Te'Eni
PACIS TP Liang Tribute Session, Jae-Kyu Lee, Doug Vogel, David Liang, Chih-Ping Wei, Shin-Yuan Hung, Brian Fitzgerald, Matthew Nelson, Choon Ling Sia, Kwok-Kee Wei, Michael D. Myers, Keng Leng Siau, Ning Kathy Shen, James Jiang, and Guy G. Gable
Packaged Enterprise System Customization – A Systematic Literature Review, Chandan Singh and Samuli Pekkola
Pandemic Containment With Digital Measures: Acceptance And Privacy Aspects Of Contact Tracing Apps, Riccardo Reith, Marius Arved Fortagne, Soeren Diel, Christoph Buck, Bettina Lis, and Torsten Eymann
Pandemic Pedagogy in Online Hands-on Learning for IT/IS Courses, Shenghua Zha and Wu He Dr.
Panel: Cultivating Compassionate Workplaces: Should IS Research Claim a Seat at the Table?, Amber Grace Young, Ann Majchrzak, Dorothy E. Leidner, Fred Niederman, Roopa Raman, Sirkka L. Jarvenpaa, and Sutirtha Chatterjee
Panel: Digital Resilience During Covid: Fleeting or Enduring, Waifong Boh, Panos Constantinides, Balaji Padmanabhan, Siva Viswanathan, Ola Henfridsson, Arun Rai, and Soumya Sen
Panel: Digital Work Futures: Preserving Human Distinctiveness and Value?, Tina Blegind Jensen, Mads Bodker, Ulrike Schultze, Dirk Hovorka, and Joao Baptista
Panel: Future of Work: the College of Senior Scholars' Panel, Damien Joseph, Natalia Levina, Fred Niederman, Leslie Willcocks, and Deborah Armstrong
Panel: ICIS 2021 Captains of the Business School/College Vessel: Women Steering through Storms, Monica Adya, Yolande Chan, Anne Massey, Cindy Riemenschneider, and Erica Wagner
Panel: Making an Impact with Responsible Information Systems Research, Stacie Petter, Tilo Böhmann, Andrew Burton-Jones, Michelle Carter, Brian Fitzgerald, Michael Rosemann, and Christina Soh
PanViz 2.0: Intregating AI into Visual analytics to adapt to the novel challenges of COVID-19, Luke Snyder, Audrey Reinert, and David Ebert
Parking space management through deep learning – an approach for automated, low-cost and scalable real-time detection of parking space occupancy, Michael René Schulte, Lukas-Walter Thiée, Jonas Scharfenberger, and Burkhardt Funk
Part-Aware Product Design Agent Using Deep Generative Network and Local Linear Embedding, Xingang Li, Charles Xie, and Zhenghui Sha
Partner Informedness, Relational Capability, and Performance of Small and Large Firms, Amit Pradhan, Abhishek Kathuria, and Jiban Khuntia
Pathways of Data-driven Business Model Design and Realization: A Qualitative Research Study, Faisal Rashed and Paul Drews
Patient-Centric Decision-Making Health Information System (PDM-HIS) Adoption Framework, Raja Manzar Abbas, Ita Richardson, and Noel Carroll
Patient Engagement System for the Improvement of Healthcare Quality, Justas Trinkunas, Roma Puronaite, and Andrejus Cernovas
Patient Pathways for Comprehensive Care Networks - A Development Method and Lessons from its Application in Oncology Care, Peggy Richter and Hannes Schlieter
Patient Portals Facilitating EHR Error Discovery and Reporting, Mohammad Rahimi, Sezgin Ayabakan, and Kevin B. Mahoney
Patients’ Attitudes toward Apps for Management of a Chronic Disease, Paul Alpar and Thomas Driebe
Pattern-Based Smart Service Innovation, Martin Ebel, David Jaspert, and Jens Poeppelbuss
Pay-to-display or Pay-on-Commission: A Behavioral experiment, Roumen Vragov and Di Richard Shang
PDS: A workshop on coding causal and process, Richard T. Watson, Xia Zhao, Yuanyuan Song, and Jane Webster
Pedagogical Agents for Interactive Learning: A Taxonomy of Conversational Agents in Education, Florian Weber, Thiemo Wambsganss, Dominic Rüttimann, and Matthias Söllner
Peer Effects in Competitive Environments: Field Experiments on Information Provision and Interventions, Zhuoxin (Allen) Li, Gang Wang, and Harry Wang
Pequenos Negócios e Inclusão no Pós-Covid-19 Desafios de nova plataforma em Ecossistema em Rede, Rodrigo Rubens da Silva
Perceived risks toward mobile payment adoption: A three-country analysis, Wei-Lun Chang
Perceptions and Challenges of EHR Clinical Data Quality, Shane Downey, Marta Indulska, and Shazia Sadiq
Perceptions of Information Systems Security Compliance: An Empirical Study in Higher Education Setting, Lei Li, Yide Shen, and Meng Han
Perceptions of Virtual Team Communication Effectiveness: The Role of Team Member Identity Motives and Media Characteristics, Christina Hymer, Sue Brown, and Sherry Thatcher
Perceptions to Crowdfunding Adoption in Philippines: A Study on MSMEs, Lumer Jude Doce and Michelle Renee Ching
Performance Measurement in Digital Innovation Units - An Information Asymmetry Perspective, Thomas Haskamp, Selina Mayer, Annalena Lorson, and Falk Uebernickel
Performance Measurement in Scaled Agile Organizations, Ida Korpivaara, Tuure Tuunanen, and Ville Seppänen
Performance Measurement of Smart Services in Mechanical Engineering, David Jaspert and B. Sc. Philipp Thoma
Performing Text Analytics on the Constitutions of European and Asian Countries, Tuncay Bayrak
Periodic Indicators for Graphical Monitoring of Team Communication in Information System Development Projects, Karolina Muszyńska and Jakub Swacha
Permissioned Blockchain for Data Provenance in Scientific Data Management, Julius Möller, Sibylle Fröschle, and Axel Hahn
PERSONAL COMMITMENT AND PERFORMANCE IMPROVEMENT: A NEW EVALUATION, Sarah Koen, Emőke Takács, and Toon Abcouwer
Personality Profiles that Put Users at Risk of Perceiving Technostress, Katharina Pflügner, Christian Maier, Jens Mattke, and Tim Weitzel
Personalization and the Decoy Effect, Nasim Mousavi, Jesse Bockstedt, and Panagiotis Adamopoulos
Personalized Music Recommendation Based on Style Type, Yixi Li, Mandie Liu, Fu He, and Liangqiang Li
Personalized Treatment Using Biologics: An Analysis Using Counterfactual Regression Based on Deep Learning, Seongho Eun, Bon San Koo, Ji Seon Oh, Kee-Eung Kim, and Byungtae Lee
Perspectives of agility in the corporate environment: a view under the context of the use of Mobile Technologies, Natália Marroni Borges and Raquel Janissek-Muniz
Persuasive Social Support Features in Diabetes Self-Management mHealth Applications, Elena Vlahu-Gjorgievska, Amer Salem Alkorbi, Mohammed Mithqab Nushayli, and Khin Than Win
Pfadunterstützende Health Information Systems: interdisziplinäre Zielintegration – ein Review, Tim Scheplitz
Phishing video game to validate the principles of persuasion in university students, Valeria Abrahamzon Garcia and Raul Diaz Parra
Physical Learning Environment Challenges in the Digital Divide: How to Design Effective Instruction during COVID-19?, Jang Bahadur Singh, Sujeet K. Sharma, and Prashant Gupta
Physical vs. Digital Interactions: Value Generation Within Customer-Retailer Interaction, Manuel Geiger, Franziska Jago, and Susanne Robra-Bissantz
Pick The Odd-Ones Out! Conferring Legitimacy Of Initial Coin Offerings By Distinction, Muhammad Nauman Shahid and Jungpil Hahn
Pictographs, Ideograms, and Emojis (PIE): A Framework for Empirical Research Using Non-verbal Cues, Sandeep Suntwal, Sue Brown, and Laura Brandimarte
Pillars of Privacy: Identifying Core Theory in a Network Analysis of Privacy Literature, Friso W. van Dijk, Marco Spruit, Chaïm van Toledo, and Matthieu J. S. Brinkhuis
Piloting the Alcohol Feedback, Reflection, and Morning Evaluation (A-FRAME) Program : A Smartphone-delivered Alcohol Intervention, Jennifer Merrill, Scott Fogle, Holly Boyle, Nancy Barnett, and Kate Carey
Place attachment and acceptance of smart city technologies, Anna Wnuk and Tomasz Oleksy
Plataformas de MOOC: Debates e Tendências de Pesquisa em Tecnologias Digitais, Paula Massako Benardes Suda, Vanessa Martins dos Santos, and Fernando de Souza Meirelles
Platform Ecosystem Structures: Leveraging Platform-based Technology and the Finance Ecosystem for the New Normal, Rob Jago Floetgen, Nathalie Mitterer, Florian Urmetzer, and Markus Böhm
Platformizing the Organization through Decoupling and Recoupling: A longitudinal case study of a government agency, Kathrine Vestues and Knut Rolland
PLATFORM OVER MARKET – WHEN IS JOINING A PLATFORM BENEFICIAL?, Marius Schmid, Kazem Haki, Hüseyin Tanriverdi, Stephan Aier, and Robert Winter
Playing (Government) Seriously: Design Principles for e-Government Simulation Game Platforms, Sebastian Halsbenning, Marco Niemann, Bettina Distel, and Becker Jörg
PMU-based Line Differential Protection under GPS Spoofing Attack, Jiahao Xie, A. P. Sakis Meliopoulos, and George Cokkinides
Policy for Ethical Digital Services, Richard Mason
Politics of Data in & as News: A Data Justice Perspective, Srravya Chandhiramowuli and Bidisha Chaudhuri
Port Community System Business Models, Marija Jović, Saša Aksentijević, Borna Plentaj, and Edvard Tijan
Positioning Strategies in Emerging Industrial Ecosystems for Industry 4.0, Frank Piller, Marc Van Dyck, Dirk Lüttgens, and Kathleen Diener
Practical Challenges of Virtual Assistants and Voice Interfaces in Industrial Applications, Marco Gärtler and Benedikt Schmidt
Practical Tips for HyFlex Undergraduate Teaching During a Pandemic, Roopa Raman, Nicholas Sullivan, Hamed Zolbanin, Lakshmi Nittala, Merete Hvalshagen, and Ryan Allen
Practical Wisdom and Big Data Dilemmas: The Case of the Swedish Transport Administration, Lena Hylving and Susanne Lindberg
Practices for Large-Scale Agile Transformations: A Systematic Literature Review, Lennard Trippensee and Gerrit Remané
Practice Shift and Digital Innovation in the Time of Covid, E Burton Swanson
Predicting Groundwater Fluctuations in Hard Rock Watersheds – An Application of Data Visualizations and Machine Learning Algorithms, Matthew Stocker, Lakshmi Iyer, Basant Maheshwari, and Ramesh Sharda
Predicting Hourly Bitcoin Prices Based on Long Short-term Memory Neural Networks, Maximilian Schulte and Mathias Eggert
Predicting Question Deletion and Assessing Question Quality in Social Q&A Sites using Weakly Supervised Deep Neural Networks, Souvick Ghosh
Predicting stock price and spread movements from news, Pontus Wistbacka, Samuel Rönnqvist, Katia Vozian, and Satchit Sagade
Predicting Store Closures Using Urban Mobility Data and Network Analysis, Tal Shoshani, Peter Pal Zubcsek, and Shachar Reichman
Predicting Students' Intention to Use Gamified Mobile Learning in Saudi Higher Education, Roaa Alsahafi and Antonette Mendoza
Predicting the Retweeting of Social Media Content during Disasters, Yuyan Liu, Jia Kong, Chang Heon Lee, and Yiyang Bian
Predicting Unplanned Hospital Readmissions using Patient Level Data, Mahesh Balan U, Meet Gandhi, and Swaminathan Rammohan
Predicting User Response and Support Activities in Virtual Health Support Communities, Joseph Manga and Bin Wang
Prediction Markets: A Systematic Review and Meta-Analysis, Roberto Louis Forestal, Peng Cheng Zhang, and Shih-Ming Pi
Prediction of Natural Gas Consumption in Bahçeşehir Using Machine Learning Models, Suhaib Ahmed, Samaneh Madanian, Farhaan Mirza, and Selim Zain
Prediction of Patient Willingness to Recommend Hospital: A Machine Learning-Based Exploratory Study, Piyush Vyas, Giridhar Reddy Bojja, Loknath Sai Ambati, Jun Liu, and Martinson Ofori
Predictive Business Process Deviation Monitoring, Sven Weinzierl, Sebastian Dunzer, Johannes Christian Tenschert, Sandra Zilker, and Martin Matzner
Preface, Eldon Y. Li and Benjamin Yen
Preface, Eldon Y. Li and Kathy Ning Shen
Preface, Marjatta Maula
Preferred Appearance of Embodied Conversational Agents in Knowledge Management, Dominik Siemon and Sergej Jusmann
Preparing for an Uncertain Future: South Westphalia City Scenarios 2030, Anja Schulte, Tim Wittemund, Peter Weber, and Alexander Fink
PREPARING STUDENTS FOR THE IS PROFESSION: DESIGNING AND ASSESSING A PROFESSIONAL READINESS PROGRAM, Craig K. Tyran and Kristi Lewis Tyran
Preregistration of Information Systems Research, Eric Bogert, Aaron Schecter, and Richard T. Watson
Prescriptive Analytics in ART: Precision Medication through Preference Learning, Cong Wang and Yingfei Wang
Present Bias and Microtasking, Yi Gao, Hong Guo, Dengpan Liu, De Liu, and Xuying Zhao
Preserving User Privacy Through Ephemeral Sharing Design: A Large-Scale Randomized Field Experiment in Online Dating, Yumei He, Xingchen Xu, Nina Huang, Yili Hong, and De Liu
Pressuring trading partners to adopt a business-to-business connectivity platform – stick or carrot?, Esko Penttinen, Tapani Rinta-Kahila, and Jukka Sihvonen
Principles for Designing Authentication Mechanisms for Young Children: Lessons Learned from KidzPass, Karen Renaud, Melanie Volkamer, Peter Mayer, and Rüdiger Grimm
Privacy and Security in the Covid-19 Work from Home Context Tensions and Challenges, Niki Panteli, Jason R.C.Nurse, Emily I M Collins, and Nikki Williams
Privacy Behavior of the Elderly toward Caregiver Robots, M A Shariful Amin, Chang Koh, and Abhijeet Kumar
Privacy calculus and intension to share confidential information, JOTI KAUR and Simran Dhillon
Privacy Calculus: An Interaction of Technical and Social Factors on IoT Adoption, Katia Guerra and Vess L. Johnson
Privacy-Centered Design Principles for Employee-Determined Data Collection and Use in Personalized Assistance Systems, Marleen Voss, Mark Hoebertz, Olga Bosak, Felix Mohsenzadeh, Maximilian Schnebbe, Jens Poeppelbuss, and Maik Eisenbeiss
Privacy Concerns and Data Sharing in the Internet of Things: Mixed Methods Evidence from Connected Cars, Patrick Cichy, Torsten-Oliver Salge, and Rajiv Kohli
Privacy in a Digitized Workplace: Towards an Understanding of Employee Privacy Concerns, Mena Teebken and Thomas Hess
Privacy in Transport? Exploring Perceptions of Location Privacy Through User Segmentation, Ingolf Becker, Rebecca Posner, Tasmina Islam, Paul Ekblom, Hervé Borrion, Michael Mcguire, and Shujun Li
Privacy on Facebook Brand Pages: A Content Analysis Study of New Zealand Organisations, Marta Vos, Minjie Hu, and Bang Du
Privacy Risk Perceptions in the Connected Car Context, Nils Koester, Patrick Cichy, David Antons, and Torsten Oliver Salge
Privacy-sensitive Business Models: Barriers of Organizational Adoption of Privacy-Enhancing Technologies, Anne Zöll, Christian M. Olt, and Peter Buxmann
Privacy violations in light of digital transformation: insights from data breaches in Norway, Leif Skiftenes Flak, Øystein Sæbø, and Paolo Spagnoletti
Private and Public Resources Information Integration in Electric Vehicle Ecosystems., Awatif Alotaibi, Alistair Barros, and Kenan Degirmenci
Problem Areas in Creativity Workshops and Resulting Design Principles for a Virtual Collaborator, Nicole Debowski, Dominik Siemon, and Eva Bittner
Problem-based Learning during the COVID-19 Pandemic: Can Project Groups Save the Day?, Christian Ravn Haslam, Sabine Madsen, and Jeppe Agger Nielsen
Problem Space Identification for Developing Virtual Reality Learning Environments, Antti Lähtevänoja, Jani Holopainen, Osmo Mattila, Essi Pöyry, Petri Parvinen, and Tuure Tuunanen
Process Automation on the Blockchain: An Exploratory Case Study on Smart Contracts, Julia Eggers, Andreas Hein, Jörg Weking, Markus Böhm, and Helmut Krcmar
Process digitalization in dental practices – status quo and directions for the German health care system, Karolin Bosch, Linda Mosenthin, and Christian Schieder
Process Mining for Six Sigma, Teun Graafmans, Oktay Turetken, Hans Poppelaars, and Dirk Fahland
Pro-con or Con-pro? Effect of Order of Positive and Negative Content in a Two-sided Review, Shouwang Lu
Productivity Challenges in Digital Transformation and its Implications for Workstream Collaboration Tools, Adela Del-Río-Ortega, Joaquín Peña, Manuel Resinas, and Antonio Ruiz-Cortés
Professional Ethics in the Information Systems Classroom: Getting Started!, Mark W. Smith
Professionally-Oriented Social Network Sites and the Need for Self-Promotion: The role of Profile Features, Morteza Mashayekhy and Fariba Nosrati
Profiling Digital Entrepreneurs, Ivan Ortiz Sandoval and Kaveh Abhari
Profiling Online Social Network Platforms: Twitter vs. Instagram, Veruska Ayora, Flávio Horita, and Carlos Kamienski
Programming in a Pandemic: Attaining Academic Integrity in Online Coding Courses, David Goldberg
Projecting the Community Pharmacy into Home Health Care: An IS Perspective, Alexandra Ângelo, João Barata, and Ana Paula Melo Santos
Project management leadership and the information systems professional’s profile, Mônica Mancini and Edmir Parada Vasques Prado
PROJECT MANAGER’S INFLUENCE ON PROJECT ALIGNMENT AND VALUE REALIZATION, Ghassan Abukar and Kalle Lyytinen
Project success/failure rates in Turkey, Canser Bilir and Elif Yafez
Project Team Agile Capacity, Mikhail Tsoy and Sandy Staples
Prominence-for-data schemes in digital platform ecosystems: Economic implications for platform bias and consumer data collection, Marc Bourreau, Janina Hofmann, and Jan Krämer
Promoting Carpooling through Nudges: The Case of the University Hildesheim, Coralie Werkmeister, Thorsten Schoormann, and Ralf Knackstedt
Promoting Design Knowledge Accumulation Through Systematic Reuse: The Case for Product Line Engineering, Oscar Diaz, Haritz Medina, and Jeremias Perez Contell
Promoting Digital Innovation Capability Through Alliance Portfolio Composition, Theresa S. Bockelmann, David Bendig, and Colin Schulz
Promoting Gains vs. Preventing Losses: Augmenting Investment Decisions through Regulatory Foci in Robo-Advisors, Yi (Zoe) Zou and Zhanfei Lei
Prompt-Rich CMC on YouTube: To What or to Whom Do Comments Respond?, Susan Herring and Seung Woo Chae
Proposal of a methodology for the sustainability assessment of cryptocurrencies, Marco Näf, Thomas Keller, and Roger Seiler
Prosocial Signals in Crowdfunding: A Conjoint Analysis, Michael Matthews
Provisioning Interoperable Disaster Management Systems: Integrated, Unified, and Federated Approaches, Hong Guo, Yipeng Liu, and Barrie R. Nault
Psychological Antecedents and Consequences of Online Romance Scam Victimization Fear, Nabid Alam, Gurpreet Dhillon, and Tiago Oliveira
Psychological Factors Predicting Organic Food Consumption in Social Commerce, Kim Vo and Tommi Laukkanen
Public Negative Emotions Regulation During the COVID-19 Emergency：GIR's Content Features and Lingual Form Do Matter, Xie Yu, Xuefeng Li, Wei Zhang, Mei Zhang, and Yanchun Zhu
Public perception of Digital Contact Tracing App and Implications for Technology Acceptance and Use Models, Adegboyega Ojo and Nina Rizun
Public Perceptions of Facebook’s Libra Digital Currency Initiative: Text Mining on Twitter, Chen Ye and Lin Zhao
Pursuing Digital Learning Platform Success: A Meta-Analytic Investigation of User and Cultural Contingencies, Nikhil Mehta, Sumedha Chauhan, Parul Gupta, and Mahadeo P. Jaiswal
Push or Pull Monthly Virtual Statements: for Vendor or for Consumer Sake?, michel plaisent and prosper bernard
Qualifications of Information Technology Teachers: The Role of Education and Certification, Doris Duncan
Qualitative Big Data’s Challenges and Solutions: An Organizing Review, Sampsa Suvivuo
Quantifying Risk Propagation Within a Network of Business Processes and IT Services, Oscar González-Rojas, Nicolás Castro, and Sebastián Lesmes Alvarado
QUANTIFYING THE IMPACT OF LOCATION DATA FOR REAL ESTATE APPRAISAL – A GIS-BASED DEEP LEARNING APPROACH, Jan-Peter Kucklick, Jennifer Müller, Daniel Beverungen, and Oliver Mueller
Quantity over Quality? – A Framework for Combining Mobile Crowd Sensing and High Quality Sensing, Barbara Stöckel, Simon Kloker, Christof Weinhardt, and David Dann
Quantum Computer Resistant Cryptographic Methods and Their Suitability for Long-Term Preservation of Evidential Value, Christian Thiel and Cristoph Thiel
Quantum computing and technologies: State-of-Art and Future Prospects, Yuming He and Wu He
Quantum Computing – The Impending End for the Blockchain?, Noah Kappert, Erik Karger, and Marko Kureljusic
Quest for Control: Managing Software Development in Networked Operating Environments, Kari Koskinen, Sonja Hyrynsalmi, Matti Rossi, and Kari Smolander
Quo Vadis Conferences in the Business and Information Systems Engineering (BISE) Community After Covid, Jan Marco Leimeister, Stefan Stieglitz, Martin Matzner, Dennis Kundisch, Christoph Flath, and Maximilian Röglinger
Racial Bias During “Black Lives Matter”: How Social Movement Reshapes Airbnb Host Performance, Tong Xu, Angela Lu, Abhay Mishra, Linqi Song, and Zengyan Liu
Raid the Chat Room: The Effects of Group Size on User Engagement in Online Synchronized Communication, Keran Zhao, Yili Hong, Tengteng Ma, Yingda Lu, and Yuheng Hu
Rankings or Absolute Feedback? Investigating Two Feedback Alternatives for Negotiation Agreements in a Gamified Electronic Negotiation Training, Andreas Schmid
Rapid Transition of a Technical Course from Face-to-Face to Online, Swapna Gottipati and Venky Shankararaman
R&D Investment that enhances IT Firm Survival, Buraj Patrakosol
Reach Out and Touch: Eliciting the Sense of Touch Through Gesture-Based Interaction, Yang (Alison) Liu, Yi Shen, Cheng Luo, and Hock Chuan Chan
Ready or Not, AI Comes— An Interview Study of Organizational AI Readiness Factors, Jan Jöhnk, Malte Weißert, and Katrin Wyrtki
Realization of Data-Driven Business Models in Incumbent Companies: An Exploratory Study Based on the Resource-Based View, Hergen Eilert Lange, Paul Drews, and Markus Höft
Realizing Organizational Ambidexterity: A Taxonomy of Digital Accelerators and Their Integration Mechanisms for Digital Innovation, Patricia Brauer, Jun-Patrick Raabe, and Ingrid Schirmer
Realizing Value with Data and Analytics: A Structured Literature Review on Classification Approaches of Data-Driven Innovations, Liza Kayser, Michael Fruhwirth, and Roland M. Mueller
Real-time Analytics through Industrial Internet of Things: Lessons Learned from Data-driven Industry, Monika Hattinger, Ulrika M. Lundh Snis, and Anna Sigríður Islind
Real-time Streaming Technology and Analytics for Insights, J.P. Shim and Karan Nisar
Real-World Reinforcement Learning: Observations from Two Successful Cases, Philipp Back
Rebuilding Trust in Cryptocurrency Exchanges after Cyber-attacks, Venkata Marella, Maryam Roshan, Jani Merikivi, and Virpi Tuunainen
Receiving a Triple “E” Rating – Measuring IS Success by Balancing Efficiency, Effectiveness, and Experience Criteria, Joerg Hans Mayer, Berkay Ulusoy, Markus Esswein, and Reiner Quick
RECIPROCAL INTERACTION AND PHYSICIANS’ ECONOMIC RETURN IN ONLINE MEDICAL CONSULTATION, Ming Yang, Shupei Lin, Xin Liu, and Jinglu Jiang
Recombining layers of digital technology: How users create and capture value, Axel Hund, Viktoria Diel, and Heinz-Theo Wagner
Recommendations for enhancing consumer safe food management behaviour with smartphone technology, Adeola Bamgboje-Ayodele, Leonie Ellis, and Paul Turner
Recommendations to Enhance Privacy and Usability of Smart Toys, Benjamin Yankson, Andre L. Salgado, and Renata P.M. Fortes
Reconceptualizing Online Self-Disclosure: Measure Development and Validation, Teagen Nabity-Grover, Jason B. Thatcher, and Allen Johnston
Reconciling the Paradoxical Findings of Choice Overload Through an Analytical Lens, Nan Zhang and Heng Xu
Reconfiguring for Agility: Examining the Performance Implications of Project Team Autonomy through an Organizational Policy Experiment, Narayan Ramasubbu and Indranil Bardhan
Recorded Work Meetings and Algorithmic Tools: Anticipated Boundary Turbulence, Peter Cardon, Haibing Ma, A. Carolin Fleischmann, and Jolanta Aritz
(Re)Designing IT Support: How Embedded and Conversational AI Can Augment Technical Support Work, Mathis Poser and Eva A. C. Bittner
REDESIGNING LEARNING SPACES DURING A PANDEMIC, Javan Chirayath Kurian, Blooma John, and Andrew Lang
Reduce CO2 Emissions by Applying Digital Twins while Operating Wind Power Plants, Lars Brehm, Tatjana Fahrner, Yvonne Gutmann, and Sarah Maria Heimerl
Reducing Risk of Password Reuse through Random Character Requirements and Image Prompting, Nicole Suscello, Christopher Kreider, William Phelps, and Mohammad Almalag
Reducing Transport Miles Through the Use of Mobile Hubs: A Case Study in Local Food Supply Chains, Isabella Sanders and Benoit Montreuil
Reflection note: Smart City Research in a Societal Context. A Scandinavian perspective and beyond?, Malin Granath, Karin Axelsson, and Ulf Melin
Reflection on Writing a Theory Paper: How to Theorize for the Future, Amber Grace Young, Ann Majchrzak, and Gerald C. Kane
REFLECTIONS AND LESSONS LEARNT ON TEACHING, LEARNING, AND ASSESSMENTS IN A FIRST-YEAR INTRODUCTORY COURSE DURING THE COVID-19 PANDEMIC, Pariksha Singh, Jayshree Harangee, and Tania Prinsloo
Reflectiveness in Digital Environments: The Missing Link between Digital Mindfulness and Productivity, Melissa Klase, Olivia Connors, and Kaveh Abhari
Reflexiones y retos para la academia en la formación de profesionales de seguridad/ciberseguridad en Colombia: 2010 - 2020, Jeimy Cano and Andrés Almanza
Reflexos da Interoperabilidade na Gestão de Recursos Humanos: um caso brasileiro, Bruno Yamakawa Yoshioka, Durval Lucas, Cristina Lourenço Ubeda, and Regina Camargo Barros
Reframing the Role of Information Technology in Crisis Response, Rachida Parks, Amy Paros, and Mariama Yakubu
Regulating Algorithmic Learning in Digital Platform Ecosystems through Data Sharing and Data Siloing: Consequences for Innovation and Welfare, Jan Kraemer, Shiva Shekhar, and Janina Hofmann
Regulation of Hate Speech and Hatefulness on German Twitter, Olga Slivko and Raphaela Andres
Regulatory and Security Standard Compliance Throughout the Software Development Lifecycle, Evelyn Kempe and Aaron Massey
Reimagining Digital Citizenship: The Influence of Contemporary Industry Practice and Society, Udayangi Perera Muthpoltotage, Saima Qutab, and Lesley Gardner
Relational Time Series Forecasting for Retail Drugstores: A Graph Neural Network Approach, Jing Liu, Gang Wang, and Lihua Huang
Relations between Technostress, Resilience and Work-Family Conflict, Alexandre Cappellozza, Aline Silva Ferreira, and Luiz Carlos Mota Loyola
Relevance of Public Administrations: Visualization of Shifting Power Relations in Blockchain-Based Public Service Delivery, Maik Brinkmann
Remembering Daniel Joseph Power, Rassule Hadidi
Remote-HRI: A Pilot Study to Evaluate a Methodology for Performing HRI Research During the COVID-19 Pandemic, Curtis Gittens
Remote Virtual Workplaces in the Pandemic: The Case of IT-enabled Service Leadership, Shreekant Vijaykar and Prasanna Karhade
RENEWAL OF AN INFORMATION SYSTEMS CURRICULUM TO SUPPORT CAREER BASED TRACKS: A CASE STUDY, Swapna Gottipati, Venky Shankararaman, and Kyong Jin Shim
Repairing Alignments of Process Models, Sebastiaan J. van Zelst, Joos Buijs, Borja Vazquez-Barreiros, Manuel Lama, and Manuel Mucientes
Repertories of Evaluation in AI Ethics: Plurality in Professional Responsibility and Accountability, Pedro Seguel and Emmanuelle Vaast
Replicability Challenges in Location Analytics, Alan Murray
Replicating a Digital Transformation Case, Sandy Schmidt, Marius Voß, Hendrik Wache, Sarah Hönigsberg, and Barbara Dinter
Replication Study Evaluating SNS Continuance in the South Korean Context, Aaron M. French and Gayathri Devaraj
Required Service Characteristics for Automated Mobility as a Service: A Qualitative Investigation, Jennifer Wiefel
Requirements for a Control Instrument of Intraorganizational Online Collaboration - A Maturity Model Analysis, Samuel Reeb, Franziska Dilefeld, Philip Schebesta, and Johanna Szabó
Requirements for Agile Project Portfolio Management for Diversified Companies, Sabrina Schwarzgruber, David Rueckel, and Barbara Krumay
Requirements for a Simulation Tool of Services-Based Business Model Transformations, Clemens Drieschner, Horst Urlberger, Magnus Schulte-Tigges, Joerg Weking, and Helmut Krcmar
Requirements for Augmented Reality Solutions for Safety-Critical Services – The Case of Water Depth Management in a Maritime Logistics Hub, Anna Osterbrink, Julia Bräker, Martin Semmann, and Manuel Wiesche
REQUIREMENTS FOR TRANSFERRING VALUE FROM PROTEOMICS RESEARCH TO PERSONALIZED MEDICINE: INSIGHTS FROM THE CURRENT TOOL LANDSCAPE, Marwin Shraideh and Maximilian Schreieck
Requirements for Usage Control based Exchange of Sensitive Data in Automotive Supply Chains, Sebastian Opriel, Frederik Möller, Ute Burkhardt, and Boris Otto
Requirements Identification for Real-Time Anomaly Detection in Industrie 4.0 Machine Groups: A Structured Literature Review, Philip Stahmann and Bodo Rieger
Requirements to Enable Platform-based Ecosystems in the Craft Sector, Anna Rauhut, Simon Hiller, and Heiner Lasi
Research Agenda for Basic Explainable AI, Roman Lukyanenko, Arturo Castellanos, Binny Samuel, Monica Tremblay, and Wolfgang Maass
Research Exchange - April 27, 2021 "Anatomy of a Good Paper - Writing a Solid Practice-Oriented Paper", Mary Lacity, Martin Mocker, Gabriele Piccoli, and Richard Watson
Research Exchange - April 6, 2021 "Anatomy of a Good Paper - Choosing Research Topics", Alan Dennis, Robert M. Davison, and Amber E. Young
Research Exchange - February 24, 2021 "Advancement at JAIS" with Dorothy E. Leidner and Roman Beck, Dorothy E. Leidner and Roman Beck
Research Exchange - January 12, 2021 "Innovations at CAIS" with Fred Niederman and Rajiv Kohli, Fred Niederman and Rajiv Kohli
Research Exchange - June 29, 2021 "Anatomy of a Good Paper: Framing Research Contributions", Deborah Compeau, Steve Sawyer, and Victoria Reibenspiess
Research Exchange - March 15, 2021 "Bringing Science to Practice" with Dennis Galletta, Dov Te'eni, Stefan Seidel and moderated by Alan Dennis, Dennis F. Galletta, Stefan Seidel, Dov Te'Eni, and Alan Dennis
Research Exchange - May 26, 2021 "Engaging with Practice", Barbara Wixom, Brian Fitzgerald, Arik Ragowsky, and Norman Lewis
Research Exchange - Sept. 13, 2021 "Advancing Research Transparency - A View from MISQ", Andrew Burton-Jones, Eivor Oborn, Balaji Padmanabhan, Wai Fong Boh, and Rajiv Kohli
Researching Algorithms and Recommendation Systems Inside Out Using Reversed Engineering, Lene Pettersen
Researching Digital Entrepreneurship: Current Issues and Suggestions for Future Directions, Frederik von Briel, Jan Recker, Lisen Selander, Sirkka L. Jarvenpaa, Philipp Hukal, Youngjin Yoo, Julian Lehmann, Yolande Chan, Hannes Rothe, Paul Alpar, Daniel Fürstenau, and Bastian Wurm
Research Method Classification with Deep Transfer Learning for Semi-Automatic Meta-Analysis of Information Systems Papers, Anna Anisienia, Roland M. Mueller, Anna Kupfer, and Thorsten Staake
Research on Authors' Co-authorship Network in Supply Chain Finance in China Based on Social Network Analysis, Yang Zhao and Ning Wang
Research on Consumers' Buying Behavior in the Context of "Helping Farmers Live”: Based on the Dual Role of Economic Rationality and Normative Rationality, Xiaolin Li, Mengqian Guo, and Dunhu Huang
Research on Continuous Use of B2B Platform in Chinese Intelligent Engineering Companies Based on the Theory of Resource Complementary, Zhichao Zhang, Hongbo Jiang, and Ting Shao
Research on Credit Mechanism of Electronic Honor Certificate System Based on Blockchain, Ying Zhao, Jia Li, Liang Zhou, and Aobo Lyu
Research on Customer Classification and Service Quality Evaluation of Online Education Platform, Jinjing Li, Yongzhong Yang, and Doszhan Baibokonov
Research on Design Method of Intelligent Furniture, Jie Wang and Chang Lu
Research on Design of Intelligent Cleaning Robot for Solar Panel, Shengzan Yan, Ye Jian, and Lijun Xu
Research on Early Warning of Non-performing Loans of Small and Medium-sized Micro-enterprises Under the Background of COVID-19 -- Taking XX Branch of N Bank as an Example, Xinying Guo, Cui Guo, Junjie Zhou, Guoxin Wang, and Huanlian Yang
Research on Effects of Paid Search Advertising Based on Customer loyalty Segmentation, Jiaxin Chen, Li Li, and Weiwei Liao
Research on Influencing Factors of User Satisfaction of Knowledge Paid Products -- from the Aspect of Heuristic-Systematic Model, Yufei Han, Chuyu Jiang, and Yanping Zeng
Research on Location Optimization of Waste Transfer Center in Harbin, Jiangping Wan, Xuejian Li, Pengjie Wu, Zhaotao Chen, and Zhiwei Du
Research on Mode and Risk Prevention of Agricultural Supply Chain Finance based on E-commerce, Qiming Zheng, Mingxuan Zheng, and Yaqin Dou
Research on the Bionic Product Design of Smart Home Robots for the Urban Youth, Xin Liu, Wen Zhang, and Qiulu Zhou
Research on the Competitiveness and Trade Potential of China-India Pharmaceutical Trade under the One Belt and One Road Initiative, Lin Ni, Shihui Shuai, and Wei Li
Research on the Development of Regional E-commerce Based on the Perspective of Industrial Conjunction: A Case Study of Hubei Province, Xiangbing Chen and Haiying You
Research on the Influence of Content Presentation Mode of Online Video Comments on Consumer Interaction Behavior, Hong Peng and Junfang Cao
Research on the Influence of Pinduoduo Group-Buying Mode on Consumers' Impulse Buying, Jiali Cai, Xiaolin Li, You Li, and Sujuan Song
Research on the Influencing Factors of Knowledge Sharing Behavior among Makers in IT-enabled Open Innovation Communities, Lijun Li and Jian Tian
Research on the Influencing Factors of User's Adoption of Paid Information in Social Q&A Community, Bohong Li, Yanmei Zhang, and Zhibin Cui
Research on the Influential Indicators and Measurements of Mediating and Moderating Roles on the Performance of SMEs by Industrial Sectors, Seok-Soo Kim and Hyoung-Yong Lee
Research on the Innovation Performance of OIP, Ying Chu, Hongzhen Xu, and Guijie Qi
Research on the Location of Nucleic Acid Detection Institutions Based on Coverage Model, Jiangping Wan, Xuejian Li, Chunxiao Yang, and Hexin Zhang
Research on the Operation of Changzhou Distribution Center of Huitong Express in the Peak Period of Online Shopping, Fujiang Ge, Li Yao, and Xing Gu
Research on the Regional Cooperative Innovation in Guangdong-Hong Kong-Macau Greater Bay Area, Haiyun Qiu, Jin'e Jiang, Wanying Li, and Yichang Hao
Research on Upgrading and Building of Public Technology Service Platform for SMES in Jiangsu Province under the Background of “Internet +”, Li Yao and Fujiang Ge
Research on User Resistance Behavior in the Post-Implementation Stage of a Hospital Information System, Peilei Fu, Hongjiao Fu, Liang Zhou, and Ying Zhao
Research on Users’ Perceived Beliefs from the Perspective of Review Components, Qiong Jia, Huizhou Jiao, and Yuxuan Li
Research Perspectives: From Other Worlds: Speculative Engagement Through Digital Geographies, Dirk Hovorka and Sandra Peter
Research Perspectives: Improving Action Research by Integrating Methods, Robert M. Davison, Maris G. Martinsons, and Julien Malaurent
Research Perspectives: Reconsidering the Role of Research Method Guidelines for Interpretive, Mixed Methods, and Design Science Research, Mikko Siponen, Wael Soliman, and Philipp Holtkamp
Research Perspectives: The Quest for Innovation in Information Systems Research: Recognizing, Stimulating, and Promoting Novel and Useful Knowledge, Varun Grover and Fred Niederman
Research Progress of Tie-Generative Mechanism in Network Based on ERGM, Bo Jia, Jiahua Jin, Zhiyuan Ge, and Xiangbin Yan
Research Software Sustainability: Lessons Learned at NCSA, Daniel Katz and Kenton Mchenry
Resilience in Information Systems Research - A Literature Review from a Socio-Technical and Temporal Perspective, Manuel Weber, Janine Hacker, and Jan vom Brocke
Resilience of the U.S. Gig Economy during the COVID-19 Pandemic: Insights from Location Big Data, Naveen Basavaraj, Natasha Z. Foutz, and Beibei Li
RESILIENCE, PEOPLE AND INFORMATION, A TRIANGLE TO BUILD SUSTAINABILITY, Emőke Takács and Toon Abcouwer
Resilient Digital Twins, Wil M. P. van der Aalst, Oliver Hinz, and Christof Weinhardt
Resilient Distributed Control Approach for Online Voltage Regulation in Distribution Networks under Adversaries, Tianqiao Zhao and Jianhui Wang
Resolving Belonging Tensions in IT Transformation Programs for Restoring Sustainable Equilibria, Jessica Sanmartin, Thomas Hurni, and Jens Dibbern
Resolving the Chatbot Disclosure Dilemma: Leveraging Selective Self-Presentation to Mitigate the Negative Effect of Chatbot Disclosure, Nika Mozafari, Welf H. Weiger, and Maik Hammerschmidt
Resolving the Dichotomy of Human and Machine Intelligence in Auditing Practices, Shaimaa Salah Abbas Mohamed and Karma Samir Sherif
Resourcing Digital Competence in Product Development: A Computational Study of Recruitment at Volvo Cars, Vasili Mankevich and Fredrik Svahn
Responsabilidad Digital Corporativa: Una Revisión Sistemática, Jeimy Cano and Javier Marroquín
Response to Technostress from the Dual Systems Perspective: The Moderating Role of Constant Connectivity, Pengzhen Yin, Jingjing Wang, and Carol Ou
Responsible AI and Power: Investigating the System Level Bureaucrat in the Legal Planning Process, Rob Peters, Koen Smit, and Johan Versendaal
Responsible Machine Learning Projects, Janis L. Gogan
Restorative effects of virtual reality nature simulations at the workplace. An experimental approach, Caroline Reßing, Thi Phuong Thao Nguyen, and Frederike Marie Oschinsky
Rethinking Intellectual Capital in Professional Service Firms: A Triple Bottom-line Perspective on Value-creation, Junaid Rehman, Igor Hawryszkiewycz, Osama Sohaib, and Fatuma Namisango
Rethinking IS Graduates Work-readiness: Employers’ perspectives, Nadia Faisal, Mehmood Chadhar, Andrew Stranieri, and Anitra Gorris-Hunter
Rethinking the Role of Technology in Virtual Teams in Light of COVID-19, Mark Frost and Sophia Duan
Rethinking Wearable Activity Trackers as Assistive Technologies: A Qualitative Study on Long-Term Use, Lin Li, Wei Peng, Anastasia Kononova, Kendra Kamp, and Shelia Cotten
Rethinking Work Study Programs: A Data Analytics Work Study Program for Undergraduates, Lo Siaw Ling, Swapna Gottipati, and Venky Shankararaman
Re-Think Insurance: A New Perspective of InsurTech, Julian Yu and Benjamin Yen
Retired IT-connected: How Older Persons Adopt and Use Technology for Political Crisis Solving, Aljona Zorina, Stan Karanasios, and Julien Malaurent
Return On Investment In Social Media Marketing: Bibliometric Analysis, Elvira Ismagilova, Yogesh Dwivedi, Banita Lal, Nripendra Rana, and Daniele Doneddu
Reusability or disposability? A network analysis of reusable software vulnerabilities, Martin Kang, Anat Hovav, Sungyong Um, and Ted Lee
Revealing Five Information Technology Governance Configuration to Derive Cloud Computing Business Value, Mina Jafarijoo and K.D. Joshi
Revealing the Cyber Security Non-Compliance “Attribution Gulf”, Jacques Ophoff and Karen Renaud
Revenue Cycle Management in the Wake of EMR Implementation: A Competing Logics Perspective, Rajendra Singh, Alexandra Durcikova, and Lars Mathiassen
Reviewing the Need for Explainable Artificial Intelligence (xAI), Julie Gerlings, Arisa Shollo, and Ioanna Constantiou
Review Manipulation: Literature Review, and Future Research Agenda, Sana Ansari and Sumeet Gupta
Review of Research on Privacy Decision Making from a Time Perspective, Zhuoran Jiang and Sirkka Jarvenpaa
Review of Tools for Early Detection and Screening of Diabetes, Oluwaseun Famurewa, Arzoo Atiq, and Farhaan Mirza
Reviews Left and Right: The Link Between Reviewers’ Political Ideology and Online Review Language, Lorenz Graf-Vlachy, Tarun Goyal, Yannick Ouardi, and Andreas König
Revisiting hylomorphism: What can it contribute to our understanding of information systems?, Lauren A. Bennett, Janet Toland, Bronwyn Howell, and Mary Tate
REVISITING THE PROBLEM OF THE PROBLEM – AN ONTOLOGY AND FRAMEWORK FOR PROBLEM ASSESSMENT IN IS RESEARCH, Alexander Herwix and Amir Haj-Bolouri
Rhetorical appeals and legitimacy perceptions: How to induce information security policy compliance, Carlos Ivan Torres and Robert Ernest Crossler
Richard, Are We There Yet? - An Internet of Nano Things Information System Architecture, Gero Strobel and Judith Mittnacht
Right Here, Right Now – How The Immediacy of Information Affects Crowding, Dominick Werner and Charlotte Wendt
Rigor, Relevance, and Practical Significance: A Real-life Journey to Organizational Value, Joseph S. Valacich and Jeffrey L. Jenkins
Risk and vulnerability management, project agility and resilience: a comparative analysis, Khalil Rahi, Mario Bourgault, and Christopher Preece
Risk-based Stochastic Continuous-time Scheduling of Flexibility Reserve for Energy Storage Systems, Masood Parvania, Bosong Li, and Raymond Byrne
Risks and Uncertainties in Citizens’ Trust and Adoption of E-Government: A Proposed Framework, Rongbin Yang and Santoso Wibowo
Roadblocks to Implementing Modern Digital Infrastructure: Exploratory Study of API Deployment in Large Organizations, Nigel Melville and Rajiv Kohli
Robo-Advisors: What Do We Know about This Financial Technology?, Anna Moker
Robot Dog Intervention with the Golden Pup: Activating Social and Empathy Experiences of Elderly People as Part of Intergenerational Interaction, Pirita Ihamäki and Katriina Heljakka
Robotic Process Mining: Vision and Challenges, Volodymyr Leno, Artem Polyvyanyy, Marlon Dumas, Marcello La Rosa, and Fabrizio Maggi
Robotic Workforces’ Value and Relationships with Human Employees: The Impacts on Human Work Efficacy, Meng Zhang and Yi Wang
Robot or me: who gets the control?, Yun Wan, Emem Blessing Akpan, and Hongyu Guo
Robo-What?, Robo-Why?, Robo-How? – A Systematic Literature Review of Robo-Advice, Albert Torno, Dennis Renee Metzler, and Vanessa Torno
Robust Action in Cross-Platform Communication by Ideological Groups: The Dark Side of Digital Activism, Shaila M. Miranda, Bachazile L. Sikhondze, Matthew Jensen, Marina Mery, Divya Patel, and Shane Connelly
Robust Adaptive Nonlinear Kalman Filter for Synchronous Machine Parameter Calibration, Junbo Zhao, Shaobu Wang, Renke Huang, Rui Fan, Yijun Xu, and Zhenyu Huang
Role Identity Tensions of IT Project Managers in Agile ISD Team Settings, Lea Mueller, Gregor Albrecht, Jonas Toutaoui, and Alexander Benlian
Role of Agile Mindfulness in Wellbeing of Agile Team Members, Hamed Jafarzadeh and Hossein Mosafer
Role of Knowledge Management in Agile Execution during Pandemic, Vishwa Bhushan and V S Prakash Attili
Role of Social Media in Creating Awareness during COVID-19 Pandemic, Tahany Almotawa and Duaa Aljabri
Role of Telehealth Adoption in Shaping Perceived Quality of Care: Empirical Analysis, Yu-Wei Lin, Anton Ivanov, Hsin-Lu Chang, and Michael J Shaw
Routines Miner – Design Requirements for a Design Science Artifact to Study Organizational Routines with Process Mining, Pascal Budner and Bastian Wurm
Rural Destination revitalization in Shennongjia Forestry District: A Tourism Poverty Alleviation Perspective, Junyang Lu, Aimin Deng, and Penghao Ye
Same but Different – How Users Benefit in Online Peer Groups Depending on their User Role, Maximilian Förster
Saving IS From Another Troubled Marriage: Diagnosing and Bridging the Gap Between Data Science and Other Business Functions, Janine Adina Hagen
Scaffolded Approach to Reduce Cognitive Load for Modelling Sequence Diagrams, Sohail Alhazmi, Charles Thevathayan, and Margaret Hamilton
Scaling Agility: How Organizations Balance Tensions in Scaled-agile Organizations, Julian Frey, Axel Hund, and Daniel Beimborn
Scaling with an Agile Mindset – A Conceptual Approach to Large-Scale Agile, Azuka Mordi and Mareike Schoop
SCLC Case Competition Prep Assistance Video, Alex Lopes and Melissa Heeke
Searching for Expert or Peer Advice in Online Forums, Tom Meservy, Kelly J. Fadel, Matthew Jensen, and Michael Matthews
Second-Party Data Acquisition for Business Analytics, Xiaoping Liu and Xiaobai Li
Secured Serverless Microservices Architecture for Digital Process Innovation: A FinTech Case Study, Xavier Babu and Luvai Motiwalla
Security Analysis of the Masimo MightySat: Data Leakage to a Nosy Neighbor, Stephanie Long, Richard Dill, and Barry Mullins
Security and Privacy Factors Influencing the Adoption of Cloud Computing in Australian SMEs, Ruwan Nagahawatta, Matthew Warren, Scott Salzman, and Sachithra Lokuge
Security Concerns Influencing the Adoption of Cloud Computing of SMEs: A Literature Review, Ruwan Nagahawatta, Matthew Warren, Sachithra Lokuge, and Scott Salzman
Seeding for Complementary Campaign Objectives in Social Networks, Artur Karczmarczyk, Jarosław Wątróbski, and Jaroslaw Jankowski
Seeing Humans in the Data: Ethical Blind Spots of Taiwan Academic Researchers in the Era of Behavioral Big Data, Jan Fell, Galit Shmueli, Travis Greene, Jyun-Cheng Wang, Soumya Ray, and Shu-Yuan Wu
Seeing the Signs of Workarounds: A Mixed-Methods Approach to the Detection of Nurses’ Process Deviations, Iris Beerepoot, Xixi Lu, Inge Van De Weerd, and Hajo Alexander Reijers
Segmentation of the Young Elderly Based on Technology Readiness, Anna Sell and Pirkko Walden
SELECTING BETWEEN AGILE, PLAN-DRIVEN, AND HYBRID SYSTEMS PROJECT OPTIONS, Gary Spurrier and Heikki Topi
Self-Fulfilling Prophecies? Using Expectancy Theory to Explain Gender Disparities in eSports, Bastian Kordyaka and Marlies Brunnhofer
Self-Sovereign Identity Ecosystems: Benefits and Challenges, Gabriella Laatikainen, Taija Kolehmainen, and Pekka Abrahamsson
Seller Labs: Democratizing E-merchants Competitiveness, Joaquin Rodriguez, Richard T. Watson, and Gabriele Piccoli
Semantic Web Analysis Graphs: Guided Multidimensional Analysis of Linked Open Data, Median Hilal and Christoph G. Schuetz
Semi-Automated Analysis of Large Privacy Policy Corpora, Alden Dima and Aaron Massey
Semi-supervised energy disaggregation for real-world adoption, Tobias Albert Kohl, Domenic Kellner, and Cristina A. Mihale-Wilson
Sensemaking in Cybersecurity Incident Response: The interplay of Organizations, Technology, and Individuals, Ritu Lakshmi, Humza Naseer, Sean B. Maynard, and Atif Ahmad
Sensemaking of Digital Transformation in Organizations - A Case Study, Xavier C. Cárdenas and José M. Esteves
Sensitive to the Digital Touch? Exploring Sensory Processing Sensitivity and Its Impact on Anthropomorphized Products in E-Commerce, Lingyao Yuan and Jordan Barlow
Sequential Transfer Machine Learning in Networks: Measuring the Impact of Data and Neural Net Similarity on Transferability, Robin Hirt, Akash Srivastava, Carlos Berg, and Niklas Kühl
Serial Integration, Real Innovation: Roles of Diverse Knowledge and Communicative Participation in Crowdsourcing, Yao Sun, Ann Majchrzak, and Arvind Malhotra
Service Design Methods’ Ability to Personalize Telehealth: A Systematic Literature Review, Oday Aswad and Lysanne Lessard
Service Failure Recovery in the Sharing Economy: A Case Study of Airbnb, Luis Sosa, Kaveh Abhari, Michael Pesavento, Farzan Koobchehr, Bo Xiao, Pocky Kohsuwan, and Fernando Olivares
Setting the e-Commerce Scene: A Qualitative Investigation of the Use of Nature Imagery in User Interface Design, Ashlea Rendell, Marc T. P. Adam, and Ami Eidels
Seven Paradoxes of Business Process Management in a Hyper-Connected World, Daniel Beverungen, Joos Buijs, Jörg Becker, Claudio Di Ciccio, Wil M. P. van der Aalst, Christian Bartelheimer, Jan vom Brocke, Marco Comuzzi, Karsten Kraume, Henrik Leopold, Martin Matzner, Jan Mendling, Nadine Ogonek, Till Post, M. Resinas, Kate Revoredo, Adela Del Rio Ortega, Marcello La Rosa, Flavia Maria Santoro, Andreas Rogge-Solti, Minseok Song, Armin Stein, Matthias Stierle, and Verena Wolf
Shackled to the Past or Open to the Future? An Inertia - Mindfulness Ambidexterity Perspective of Technology Update, Yan Zhang, Nan Wang, and Yongqiang Sun
Shape It up! An Experimental Study of Fitness App Usage on Exercise Effectiveness, Jing Shi, Yunong Liu, Yuyan Liu, and Yiyang Bian
Sharing Algorithmic Management Information in the Sharing Economy – Effects on Workers’ Intention to Stay with the Organization, Vincent Göttel
Sharing First or Privacy First? Examining Host Information Disclosure on Accommodation Sharing Platforms, JIANG HU and Jie Zhang
Shedding Light on Biopsychosocial Relevance of Digital Health Technologies, Polina Durneva
Shifting Micro-Enterprises into the Cloud: Guidelines for Cloud Service Providers, Raoul Hentschel, Katja Bley, and Hendrik Schön
Should Data Structures Be Taught in (IS) Programs?, Balakrishnan Muthuswamy
Should Gamification be Personalized? A Self-deterministic Approach, Mario Passalacqua; Sylvain Senecal, Ph.D.; Marc Fredette; Lennart E. Nacke; Robert Pellerin; and Pierre-Majorique Leger
Should We Outlaw Ransomware Payments?, Debabrata Dey and Atanu Lahiri
Signals for Venture Performance After Initial Coin Offerings: the Role of Proceeds Allocation to Marketing and Market Orientation, Christian Schaefer, Bastian Kindermann, and Steffen Strese
Simple Interaction Finding Technique (SIFT) – A Simple Methodology to Generate Novel Hypotheses from Complex Datasets, Murtaza Nasir, Nichalin Summerfield, Serhat Simsek, and Asil Oztekin
Simply Clever - The Impact of Cognitive Simplicity on Organizational Digital Strategy Orientation, David Lohmar, Christopher Jung, and Stephan Nüesch
Simulating Municipal Cybersecurity Incidents: Recommendations from Expert Interviews, Kira Gedris, Kayla Bowman, Aatish Neupane, Amanda Hughes, Elizabeth Bonsignore, Ryan West, Jon Balzotti, and Derek Hansen
Situational dimensions of a coordination theory for network-based team management, Alistair Barros, Mohammad Jabbari, Reihaneh Bidar, Arthur Ter Hofstede, and Nikolay Kazantsev
SIX SIGMA FOR SMART PRODUCTION SERVICES – TOWARDS A MODELING TOOL-BASED APPROACH, Florian Johannsen and Susanne Leist
SKILLS-FOCUSED ACADEMIC CHANGES TO RESPOND THE IMPACT OF COVID-19 ON THE IT WORKFORCE, Xiang Michelle Liu and Diane Murphy
SkillsIdentifier: A Tool to Promote Career Identity and Self-efficacy Among Underrepresented Job Seekers, Tawanna Dillahunt and Chiao-Yin Hsiao
Skills of junior project management professionals and project success achieved by them, William E. Hefley and Mário Bottion
Skill Spanning in Online Labor Market --- A Double-edged Sword?, Yan Fu, Juan Feng, and Qiang Ye
Smart Car Service Adoption: Investigating the Role of Information Privacy, Luisa Pumplun, Jennifer Wiefel, Katharina Wächter, Niklas Barth, and Peter Buxmann
Smart Community and Social Resilience: Reflection on the COVID-19 Pandemic, Calvin Chan, Dong Qiu, and Felix Tan
Smart Home Speakers and Family Information Disclosure Decisions, France Belanger, Jessica Resor, Robert E. Crossler, Travis A. Finch, and Katherine R. Allen
Smartification in the Mechanical Engineering Industry: A Typology of Smart Machines, Philipp Scharfe and Martin Wiener
Smart Pay-As-You-Live Services in Healthcare: A Balance Theory Perspective, Farkhondeh Hassandoust, Allen Johnston, and Tripti Singh
Smartphone Effect on Shoppers: How Mobile Information Storage Influences Price Knowledge, Marc Linzmajer, Gianluca Scheidegger, Thomas Rudolph, and Marc Vanhuele
Smartphones and Environmental Sustainability: A Country-Level Analysis, Namchul Shin and Jason Dedrick
Smartphones and Migrant Integration: Mobile Technology as a Bridging Tool between Migrants and Host Societies, Nataliya Berbyuk Lindström, Sylvana Sofkova Hashemi, and Dina Koutsikouri
Smart Project Management Information Systems (SPMIS) for Engineering Projects – Project Performance Monitoring & Reporting, John van Besouw and Taryn Bond-Barnard
Smart Services for Energy Communities: Insights on Options and Priorities from a Multicriteria Mapping Study in Germany, Julio Viana, Rainer Alt, and Olaf Reinhold
Smart Service Systems in Mexico: Implications of the Socio-Economic Context on the Willingness to Co-Create, Emanuel Marx, Francisco Horacio Valdés Juárez, Willi Tang, and Martin Matzner
Smile through the Mask: Emotion Measurement for Stationary Retail, Michael Meyer and Susanne Robra-Bissantz
Snake Detection and Classification using Deep Learning, Zihan Yang and Richard Sinnott
Social Activity Networks Shaping St. Petersburg, David Landsman, Philipp Kats, Aleksandra Nenko, Sergei Kudinov, and Stanislav Sobolevsky
“Social Bots for Peace”: A Dual-Process Perspective to Counter Online Extremist Messaging, Kevin Marc Blasiak, Marten Risius, and Sabine Matook
Social Capital in Online Temporary Organizations: Addressing Critical, Complex Tasks through Deliberation, Elisabeth Joyce, Pinar Ozturk, and Jacqueline Pike
Social Event: A Day in the Life of Montreal, Camille Grange, Mathieu Templier, and Ruby Roy
Social Event: A Taste of Old Montreal, Camille Grange and Mathieu Templier
Social Event: Historic Quebec City, Camille Grange, Neil Schomaker, and Mathieu Templier
Social Event: The Maple Syrup Adventure, Camille Grange, Mathieu Templier, and Alain Pinsonneault
Social looks can be deceiving— How social cues affect information disclosure for high-trust users?, Lior Zalmanson, Gal Oestreicher-Singer, and Yael Ecker
Social Media Addiction: A Systematic Review through Cognitive-Behavior Model of Pathological Use, Eiman Ahmed and Isaac Vaghefi
Social Media Aggression: An Assessment Based on the Contemporary Deterrence Theory, Caleb Boadi and Emmanuel Awuni Kolog
SOCIAL MEDIA ANALYTICS AND CORPORATE CRISES - A CASE STUDY OF BOEING’S 737 MAX CRASHES, Julian Marx, Milad Mirbabaie, Christopher Czonstke, and Stefan Stieglitz
Social Media: Computing Education Perspectives in Diverse Educational Contexts, Vasileios Paliktzoglou, Solomon S. Oyelere, Jarkko Suhonen, and Nasibu R. Mramba
Social Media Incivility & Sarcasm by Coaches in NCAA Recruitment, John Michael Muraski
Social media in project management: A systematic narrative literature review, Arash Daemi, Ritesh Chugh, and Muralitheran V Kanagarajoo
Social media processing in crisis response : an attempt to shift from data to information exploitation., Julien Coche, Rodriguez Guillermo Romera, Aurélie Montarnal, Andrea Tapia, and Frederick Benaben
Social Media Sentiment and COVID-19 Transmission: Results from a Time-varying SIR Model, Yue Xu, Teng Huang, Zhiya Zuo, and Xi Wang
SOCIAL NETWORK AS LEARNING TECHNOLOGY IN INFORMATION SYSTEMS EDUCATION: INSIGHT INTO STUDENT PREFERENCES, Joshua C. Nwokeji, Ayodele Olagunju, and Terry Holmes
Social Networking Break Event Day 3, Ravi Bapna
Social networking platforms to close the gender gap: an analysis of female doctoral students in information systems, Dorothee Ulrich and Rainer Alt
Social Networking Site Use Resumption: A Model of Return Migration, Christian Maier, Sven Laumer, Jason B. Thatcher, Heshan Sun, Christoph Weinert, and Tim Weitzel
Social Network Sites Use and Psychological distress: A Systematic Review, Eila Erfani, Andrew Samy Helmy Hanna, and Layla Boroon
Social Pressure on Heavy Thinkers? The Influence of Need for Cognition on Pre-Purchase Social Norm Nudges, Armando Schär
Social Robots for Reducing Mathematics Hiatuses in Primary Education, an Exploratory Field Study, Matthijs Smakman, Koen Smit, Eline Lan, Thomas Fermin, Job van Lagen, Julia Maas, David van Vliet, and Sam Leewis
Social Robots in Elderly Healthcare: A Burden or a Gift?, Stefan van den Eijkel, Dorien Foppen-De Graaf, Robbert Schuurmans, Stefan van Genderen, Koen Smit, and Sam Leewis
SOCIAL WELFARE THROUGH BLOCKCHAIN-BASED E-VOTING, Sven Willrich, Tim Straub, and Wolfgang Badewitz
Socio-Cognitive Sensemaking for Digital Innovation: Enhancing Organizing Visions with Social Representations, Friedrich Chasin and Erwin Fielt
Sociotechnical Envelopment of Artificial Intelligence: An Approach to Organizational Deployment of Inscrutable Artificial Intelligence Systems, Aleksandre Asatiani, Pekka Malo, Per Rådberg Nagbøl, Esko Penttinen, Tapani Rinta-Kahila, and Antti Salovaara
Socio-Technical Perspective on Managing Type II Diabetes, Adel Omar, Ghassan Beydoun, Khin Than Win, and Nagesh Shukla
Soft Skills of The Chief Information Security Officer, Jeroen M.J. van Yperen Hagedoorn, Richard Smit, Patric Versteeg, and Pascal Ravesteyn
Software Architectures and Efficient Data Sharing for Promoting Continuous Drug Re-purposing, Radmila Juric, Fuh Christopher Che, and Inhwa Kim
Software as a Medical Device (SaMD): Useful or Useless Term?, Rebecca Hermon, Patricia Williams, and Vincent Mccauley
Software Deception Steering through Version Emulation, Frederico Araujo, Sailik Sengupta, Jiyong Jang, Adam Doupé, Kevin Hamlen, and Subbarao Kambhampati
Software Fault Prediction using Bio-Inspired Algorithms to Select the Features to be employed: An Empirical Study, Asad Ali and Carmine Gravino
Software Requirements Selection with Incomplete Linguistic Preference Relations, Mohd. Sadiq, Azra Parveen, and S. K. Jain
Solopreneur Digital Ecosystems: Genesis, Lineage and Preliminary Categorization, Gabriele Piccoli, Biagio Palese, and Joaquin Rodriguez
Solution Exemplars and Sales Performance of Crowdsourcing Solvers: the Moderating Role of Reputation and Competence, Quanwu Zhao, Zhiyuan Zhou, and Xi Yang
Solve for Blockchain: Toward A Framework for Navigating Blockchain Tensions, Nadine Kathrin Ostern and Guido Perscheid
Sooner or Later? Promising Delivery Speed in Online Retail, Ruomeng Cui, Zhikun Lu, Tianshu Sun, and Joseph M. Golden
Sorry, I Can't Understand You! – Influencing Factors and Challenges of Chatbots at Digital Workplaces, Raphael Meyer von Wolff, Sebastian Hobert, and Matthias Schumann
”SORRY, TOO MUCH INFORMATION” DESIGNING ONLINE REVIEW SYSTEMS THAT SUPPORT INFORMATION SEARCH AND PROCESSING, Kristin Kutzner, Maren Stadtländer, Janina Seutter, Dennis Kundisch, and Ralf Knackstedt
So, You Trust the Doctor - but the Technology?, Mohammad Rahimi and Detmar W. Straub
Spatial Location and Air Transport Connections: The Case of Minnesota’s Medical Device Industry Cluster, Lee Munnich, Travis Fried, Joanne Cho, and Thomas Horan
Special Issue Editorial: Artificial Intelligence in Organizations: Implications for Information Systems Research, Hind Benbya, Stella Pachidi, and Sirkka Jarvenpaa
Special Issue Editorial: Information Systems Research in the Age of Smart Services, Yu-Chen Yang, Hao Ying, Yong Jin, Hsing Kenneth Cheng, and Ting-Peng Liang
Special Issue Editorial: Strategies for Surviving and Thriving Within and Between Digital Platforms, Varun Grover and Kalle Lyytinen
Special Issue Editor’s Comments: Managing Artificial Intelligence, Nicholas Berente, Bin Gu, Jan Recker, and Radhika Santhanam
Specialized CNT-based Sensor Framework for Advanced Motion Tracking, Federico Gelsomini, Patrick Hung, Bill Kapralos, Alvaro Quevedo, Michael Jenkin, Akira Tokuhiro, Kamen Kanev, Hosoda Makoto, and Hidenori Mimura
Special Section: COVID-19, Learning, Pedagogy, and Educational Systems, Craig Van Slyke, Heikki Topi, and Mary J. Granger
Specialty Is Not Always Useful: Investigating Curvilinear and Moderating Effects, Yuxin Hu, Yan Zhang, and Yongqiang Sun
Spectral Graph-based Cyber Worm Detection Using Phantom Components and Strong Node Concept, Jamie Safar, Murali Tummala, and John Mceachen
Spillover Effects of Interactions on User Innovation: Evidence from a Firm-hosted Open Innovation Platform, Jiacheng Zhang and Guijie Qi
Spillovers in Open Innovation: The Case of Cryptocurrencies, Vasundhara Sharma, Ashish Agarwal, and Anitesh Barua
‘SPREAD THE APP, NOT THE VIRUS’ – AN EXTENSIVE SEM-APPROACH TO UNDERSTAND PANDEMIC TRACING APP USAGE IN GERMANY, Lukas Walter Thiée, Hannes M. Petrowsky, Marie Frech, David Loschelder, and Burkhardt Funk
Stability of Transaction Fees in Bitcoin: A Supply and Demand Perspective, Noyan Ilk, Guangzhi Shang, Shaokun Fan, and J. Leon Zhao
Stakeholder and Value Orientation in Digital Social Innovation: Designing a Digital Donation Concept to Support Homeless Neighbors, Larissa Gebken, Paul Drews, and Ingrid Schirmer
Stakeholder-dependent views on biases of human- and machine-based judging systems, Elena Mazurova, Esko Penttinen, and Antti Salovaara
STAKEHOLDER ORIENTAION IN IS IMPLEMENTATION & DIFFUSION, Zafor Ahmed, Evren Eryilmaz, and Ahmed Alzahrani
Startups, SMEs and Institutional Arrangements in the Internet of Things Innovation Ecosystem in Brazil, Amarolinda Zanela Klein
State-of-the-Art Analysis of Adopting AI-based Conversational Agents in Organizations: A Systematic Literature Review, Tom Lewandowski, Jasmin Delling, Christian Grotherr, and Tilo Böhmann
Stealth Theory through Instructional Scaffolding in the COVID-19 Era and Beyond, Raymond Frost
Stochastic Multicriteria Acceptability Analysis of EV Sharing in Nordic Rural Areas Affected by Seasonal Residence and Counterurbanization, Johannes Einolander and Annamari Kiviaho
Stochastic Optimization of Power System Dynamics for Grid Resilience, Bryan Arguello, Nathan Stewart, and Matt Hoffman
Stochastic Synthetic Data Generation for Electric Net Load and Its Application, Mengwei Liu, Patrick Reed, and C. Lindsay Anderson
“Stonks to the Moon”: Evidence from Reddit posts and Corresponding Market Manipulation, Nakul R. Padalkar
Stop Killing Brand’s Reputation: Framework for Collaborating with Social Influencers Puffery, Ziyue Huang
STORIES FOUND WITHIN THE LEARNINGS OF TEACHING IN COVID-19, Kathryn Coleman, Melissa Cain, and Chris Campbell
Storytelling in E-marketplace Live Streaming: The Effects of Narrative Content and Delivery on Sales Performance, Yunhui Wang, Junming Liu, and Yulin Fang
Strategic Decision Support System for Fleet Investments in the Vaccine Supply Chain, Felix Oberdorf, Peter Wolf, Myriam Schaschek, and Nikolai Stein
Strategic Directions for AI: The Role of CIOs and Boards of Directors, Jingyu Li, Mengxiang Li, Xincheng Wang, and Jason B. Thatcher
Strategic responses to digital disruption – an exploratory study of digital transformation in hospitality, Karin Högberg
Strategic Role of Alliance Portfolio and Application Programming Interfaces Economy: Empirical Evidence from Mashup Applications Context, Jicheng Zeng and Yulin Fang
Strategizing Digital Transformation: A Clinical Inquiry into a Swedish Public Sector Organization, Jwan Khisro
Stray Off Topic to Stay On Topic: Preserving Interaction and Team Morale in a Highly Collaborative Course while at a Distance, Leonard Przybilla, Kai Klinker, Martin Kauschinger, and Helmut Krcmar
Streaming into the Void: An Analysis of Microstreaming Trends and Behaviors Utilizing a Demand Framework, Andrew Phelps, Mia Consalvo, and Nick Bowman
STRENGTHENING THE USE OF ENTERPRISE ARCHITECTURE: AN INSTITUTIONAL WORK PERSPECTIVE, Anne Kristin Ajer, Eli Hustad, Polyxeni Vassilakopoulou, and Dag Håkon Olsen
Strength in Numbers: Empowering Non-Profits through Technology Communities of Practice, Joseph Taylor, Ryan Patrick Fuller, and Sadaf Ashtari
Strengths and Weaknesses of Persona Creation Methods: Guidelines and Opportunities for Digital Innovations, Bernard J. Jansen, Soon-Gyo Jung, Joni Salminen, Kathleen W. Guan, and Lene Nielsen
Stress and Coping Mechanisms in Gig Work, Miguel D. Jacome Guerrero and Xuefei (Nancy) Deng
Structural Ambidexterity as an Approach for an Incumbents Digital Transformation, Sara Schiffer
Structure Mining: Deconstruction of Data Science From the Perspective of Teaching Literature, Michael Trampler, Julian Koch, Carolin Vollenberg, and André Coners
STRUCTURING AI RESOURCES TO BUILD AN AI CAPABILITY: A CONCEPTUAL FRAMEWORK, Emmanouil Papagiannidis, Ida Merete Enholm, Patrick Mikalef, and John Krogstie
Structuring the Jungle of Capabilities Fostering Digital Innovation, Christoph Buck, Timo Grueneke, and Katharina Stelzl
Student Learning Problems in a Course on Expert System Shells, Fritz H. Grupe
Students’ Awareness of Augmented Reality Adoption in Saudi Arabia Universities, Muteeb Alahmari
STUDENTS’ BELIEFS ABOUT CREATIVITY, Vasso Stylianou and Andreas Savva
Students’ Satisfaction with e-Learning Systems During the COVID-19 Pandemic—An International Comparative Study, Shahrokh Nikou and Seongcheol Kim
Students’ Use of Internet Technologies for Interactions in Learning Practices: A Study from Saudi Arabia’s Higher Education, Mona Mesfer Alshardan, Antonette Mendoza, Shanton Chang, and Richard O. Sinnott
Studies on the Accuracy of Ensembles of Cloud-Based Technologies for Sentiment Analysis, Arthur Carvalho and Jiaozhe Xu
Studying Digital Transformation Strategy Through an Organizational Improvisation Lens, Jan Stockhinger
Studying The Consumption of IBM Quantum Computers, Elena Desdentado Fernández, María Ángeles Moraga de la Rubia, and Manuel Ángel Serrano Martín
Studying the Influence of Empathy Maps on Brainstorming for Requirements Elicitation: A Quasi-Experiment, Ezequiel Kahan, Emilio Insfran, Marcela Genero, and Alejandro Oliveros
Subjectively Experienced Time and User Satisfaction: An Experimental Study of Progress Indicator Design in Mobile Application, Sara Willermark, Nikola Pantic, and Hannah Pehrson
Success and Resistance to Change in IT-Projects: A Case Study of a Large Healthcare IT Project, Benedicte Fleron and Jan Pries-Heje
Success Factors for e-Justice Adoption, Cinara Rocha
Success Factors for the Adoption of Artificial Intelligence in Organizations: A Literature Review, Pascal Hamm and Michael Klesel
Success Factors of Case Management Software Supporting Healthcare Patient Services - A User-Driven Perspective, Kevin Kus, Tim Arlinghaus, Patricia Kajüter, and Frank Teuteberg
Successful Features of Crowdfunding Campaigns: An Analysis of Requests for Coronavirus Food Relief, Nan Zhao, Zhengqing Yuan, Jiajie Zou, Candy Lim Chi, Han-Chiang Ho, and Somkiat Mansumitrchai
Success in Massive Open Online Courses: An Investigation on the Effects of In-Platform Factors on Course Evaluation, Ying Wang and Jaeki Song
Success Management and Scrum for IS Projects – An Integrated Approach, Nilton Takagi and João Varajão
Suffering or Joy? Envy on Social Networking Sites During the Pandemic, Randy Yee Man Wong, Michal Chmielinski, and Christy M.K Cheung
Suffering or Joy? Envy on Social Networking Sites During the Pandemic, Randy Yee Man Wong, Michal Chmielinski, and Christy Cheung
Suicide ideation detection using social media posts and comments, Smriti Srivastava and Pranay Prateek
Suicide Prevention Through Smartphone Applications: A Systematic Review of Literature, Fatima Varzgani, Bengisu Tulu, Soussan Djamasbi, Evan B. Frost, Zhengya Wang, John Pietro, Edwin Boudreaux, and Celine Larkin
SumExp: A Summarization-Based Approach for Explaining NLP Models, Diana Hristova and Mohd Saif Khan
Superlatives and Scope of Improvement in Online Recommendations: Breath of Life or a Kiss of Death?, Rohit Aggarwal, Vishal Midha, and Nicholas Sullivan
Supervised physical exercise therapy of peripheral artery disease patients: M-health challenges and opportunities, Hugo Paredes, Dennis Paulino, João Barroso, Catarina Abrantes, Isabel Machado, and Ivone Silva
Supporting a Bottom-Up Evolution of Microservice Compositions based on the Choreography of BPMN Fragments, Jesús Ortiz, Victoria Torres, and Pedro Valderas
Supporting Disadvantaged Solopreneurs from Developed Countries in Digital Ecosystem Career Choices. A Design Science Research Approach, Marcin Bartosiak, Gabriele Piccoli, Biagio Palese, and Joaquin Rodriguez
Supporting Knowledge Integration with Low-Code Development Platforms, Satu Iho, Désirée Krejci, and Stephanie Missonier
Supporting Seniors in Independent and Healthy Ageing through ICT: Insights from a Value-Focused Thinking Study in Latvia, Poland and Sweden, Ewa Soja, Piotr Soja, Ella Kolkowska, Marite Kirikova, and Agneta Muceniece
SUPPORTING STUDENT COLLABORATION FOR ONLINE LEARNING: THE IMPACT OF TWO INSTRUCTIONAL INTERVENTIONS, Craig K. Tyran, V T. Raja, and Kristi L. Tyran
Supporting Sustainability and Technical Debt-Driven Design Decisions in Software Architectures, Daniel Guamán and Jennifer Pérez
Supporting the Development and Implementation of a Digitalization Strategy in SMEs through a Lightweight Architecture-based Method, Nils Johann Tschoppe and Paul Drews
Surveillance Concerns as Predictors of Obfuscation and the Chilling Effect in the Context of a Pandemic, Craig Van Slyke, Grant Clary, and Mohamed Tazkarji
Survey of Technology and Skills in Demand: 2020 Update, Jeff Cummings and Thomas Janicki
Sustainability in the Tapis Framework, Joe Stubbs, Richard Cardone, Sean Cleveland, Gwen Jacobs, Michael Packard, Anagha Jamthe, Smruti Padhy, Steve Black, Steve Terry, Julia Looney, Joseph Meiring, and Maytal Dahan
Sustainable Development Goals in IS Research, Helle Zinner Henriksen, Devinder Thapa, and Amany Elbanna
Sustainable Healthcare Systems. A holistic perspective on the use and impact of medication management robots in home healthcare, Sarfraz Iqbal, Päivi Jokela, Tora Hammar, and Anna-Lena Nilsson
Sustainable MOOC Platforms - Searching for Business Models of the Future, Sebastian Halsbenning and Marco Niemann
Switching Behaviour in Smart Phone Messaging Services – It’s a Question of Context, Content, and Features of the Service, Brad Mckenna, Petri Mäkinen, and Tuure Tuunanen
Switching Scheme: A Novel Approach for Handling Incremental Concept Drift in Real-World Data Sets, Lucas Baier, Vincent Kellner, Niklas Kühl, and Gerhard Satzger
Synergising Management Systems: Framework and Application in Regulative Compliance, Jack Daniel Rittelmeyer, Felix Timm, and Kurt Sandkuhl
Sysco’s Big Data Lake, Daniel E. O’Leary
System Analysis and Design in End User Developed Applications, James A. Rothi and David (Chi-Chung) Yen
Systematic Comparison of Methods in Threat and Risk Analysis of ICT Security in Industry 4.0, Marlene Meyer, Mareike Schoop, and Dominik Schoop
Systematic Literature Review on Sociotechnical Systems Resilience Assessment in a Holistic View, Wissem Eljaoued, Nesrine Ben Yahia, and Narjès Bellamine Ben Saoud
Systematic Review of Methodological Approaches for Designing, Assessing and Validating Business Analytics Maturity Models, Wai Yip Wong, Michael Lane, and Sophie Cockcroft
Szenarien für den Einsatz von Stammdatenmanagement im Kontext des Internet of Things (IoT), Cornelia Becker and Rhena Krause
Table of Contents, MIS Quarterly
Tackling Knowledge Risks in Data-centric Collaborations: A Literature Review, Johannes Zeiringer
Tackling Platform Competition in the Crowdsourcing: How Referral Programs Influence Activeness and Profitability, Yanping Guo, Bingqing Xiong, Yongqiang Sun, and Chee-Wee Tan
Take on Me: A Gamified Crowdsourcing App for Sharing Substitutes of Recipe Ingredients, Martin Lurz, Monika Wintergerst, Dennis Grimm, Markus Böhm, Georg Groh, and Helmut Krcmar
Taking Time into Account: Understanding Microworkers’ Continued Participation in Microtasks, Ling Jiang, Christian Wagner, and Xingyu Chen
Talent Management of Transdisciplinary Roles in Digital Projects: Designing a Business Technology Management Body of Knowledge, Stéphane Gagnon
Taming Complexity in Business Ecosystems: Investigating the Role of Platforms, Marius Schmid, Kazem Haki, Hüseyin Tanriverdi, and Stephan Aier
Target Framework for Sustainable Deployment of Welfare Technology in Eldercare, Nancy L. Russo, Jeanette Eriksson, and Jonas Christensen
Task Decomposition for Knowledge-intensive Crowdsourcing: Managing Dependency and Structural Complexity, Xiaojie SHI
Taxonomy of Digital Platforms: A Business Model Perspective, Nicola Staub, Kazem Haki, Stephan Aier, and Robert Winter
Teacher’ Readiness of ICT integrated in Higher Education Innovation, Ju-Chuan Wu and Jui-Chi Wang
Teachers Falling off the Cliff Affordances and Constraints of Social Media in School, Annika Andersson, Karin Hedström, Steffi Siegert, and Carl-Johan Sommar
Teaching Business Analytics during the COVID-19 Pandemic: A Tale of Two Courses, Benjamin Williams and Ryan Elmore
Teaching Case: Analyzing Disney World Wait Time Data: A Lesson in Visualization Using Tableau, Concetta A. DePaolo and Aimee Jacobs
Teaching Case: Integrating Systems at We Build Stuff: Analysis and Design Case, Anne Powell and Connie S. Barber
Teaching Design Science Research, Robert Winter and Jan vom Brocke
Teaching Information Security Management in Postgraduate Tertiary Education: The Case of Horizon Automotive Industries, Atif Ahmad, Sean Maynard, and Sameen Motahhir
Teaching Information Security Management Using an Incident of Intellectual Property Leakage, Atif Ahmad, Sean B. Maynard, Sameen Motahhir, and Moneer Alshaikh
TEACHING INFORMATION SYSTEMS STUDENTS TO WRITE A SYSTEMATIC LITERATURE REVIEW BEFORE AND DURING COVID-19, Machdel Matthee, Lizette Weilbach, and Carina de Villiers
Teaching IS Cases Online? Set A Rhythm, Clinton Daniel and Janis L. Gogan
Teaching MIS Concepts to MBA Students: A Critical Success Factor Approach, Mohammad Dadashzadeh
Teaching NoSQL Data Models: A Tutorial, Martina Greiner
Teaching Online: Creating Student Engagement, Geoffrey Dick
TEACHING PASTEL ONLINE TO A LARGE GROUP AFTER COVID-19 SHUT DOWN UNIVERSITIES WORLDWIDE: CHALLENGES FACED AND LESSONS LEARNT FROM A SOUTH AFRICAN UNIVERSITY, Komla Pillay, Pariksha Singh, and Tania Prinsloo
Teaching Quantum Computing without a Quantum Computer, John D. Crabtree and Xihui Zhang
Teaching the Change: Integration of Digital Transformation Success Factors into a Simulation Game for Business Process Management, Borys Levkovskyi, Benedikt Betzwieser, Matthias Utesch, and Helmut Krcmar
Teaching Tip: A System to Automate Scaffolding and Formative Assessment While Preventing Plagiarism: Enhancing Learning in IS and Analytics Courses That Use Excel, Raymond Frost, Vic Matta, and Lauren Kenyo
Team Performance in Large-Scale Agile Software Development, Tomas Gustavsson
Tech Giants and New Entry Threats, Weiling Song and Yang Pan
Techno-Eustress: The Impact of Perceived Usefulness and Perceived Ease of Use on the Perception of Work-Related Stressors, Julia Theresia Zielonka and Franz Rothlauf
Technological Evolution Agility and Dynamic IT Capabilities: A Delphi Study, Simon Bourdeau, Thibaut Coulon, and Dragos Vieru
Technology Addiction: A Call for New Conceptualization, Sandip Kumar Sarkar and Varun Grover
Technology Affordance, Trust and Continuance Intention in Virtual Personal Assistants: Differences between High and Low Frequency Users, Zhen Shao, Jing Zhang, Lin Zhang, and Kuanchin Chen
Technology as Actors in Service Systems, Md Abul Kalam Siddike, Kazuyoshi Hidaka, and Youji Kohda
Technology as a Source of Power: Exploring How ICT Use Contributes to the Social Inclusion of Refugees in Germany, Safa'A Abujarour, Antonia Köster, Hanna Krasnova, and Manuel Wiesche
Technology Introduction as Social Interpretation by End-Users: Key Articulations in the Literature, Ali Eshraghi, Robert B. Johnston, and Kai Riemer
Telemarketing outcome prediction using an Ensemblebased machine learning technique, Shahriar Kaisar and Md Mamunur Rashid
Telemedicine in Slovenia, Živa Rant
Tell me the Truth: Separating Fact from Fiction in Social Media Following Extreme Events, Katie Byrd and Richard John
Temporal Evolution of Communication Networks in Social Movements: Evidence from the Movember Health Campaign on Twitter, Anna Priante
Temporary Access to Medical Records in Emergency Situations, Zhi Chen, Samaneh Madanian, and Farhaan Mirza
Ten Misunderstandings about the Two Step Transformation to Normal: A Response to Criticism, Gary Templeton and Laurie Burney
Text-based Causality Modeling with a Conceptual Label in a Hierarchical Topic Structure Using Bayesian Rose Trees, Takuro Ogawa and Ryosuke Saga
Texting with Humanlike Conversational Agents: Designing for Anthropomorphism, Anna-Maria Seeger, Jella Pfeiffer, and Armin Heinzl
Thanks for Your Help! – The Value of Q&A Websites for Refugee Integration, Katharina Schäfer-Siebert and Nils Verhalen
That’s so Embarrassing! When not to Design for Social Presence in Human–Chatbot Interactions, Nika Mozafari, Welf H. Weiger, and Maik Hammerschmidt
The 2020 SIM IT Issues and Trends Study, Leon Kappelman, Chris Maurer, Ephraim R. McLean, Kevin Kim, Vess L. Johnson, Mark Snyder, and Russell Torres
The 4th Industrial Revolution Powered by the Integration of AI, Blockchain, and 5G, Aaron French, J.P. Shim, Marten Risius, Kai R. Larsen, and Hemant Jain
The Abacus: A New Architecture for Policy-based Authorization, Jacob Siebach and Justin Giboney
The Acceptance of National Electronic Health Records in Saudi Arabia: Healthcare Consumers’ Perspectives, Yaser A. Alsahafi, Valerie Gay, and Adel A. Khwaji
The Accrual of Digital Debt, Grace (Ha Eun) Park and Barney Tan
The adaptive spatio-temporal clustering method in classifying direct labor costs for the manufacturing industry, Paweł Weichbroth, Marcin Kalinowski, and Jakub Baran
The adoption of Big Data technologies - A challenge for National Statistics Offices, Fabio dos Santos Cardoso, João Varajão, and Ana Carvalho
THE ADVANCE OF DIAGNOSIS CHATBOTS: SHOULD WE FIRST AVOID DISTRUST BEFORE WE FOCUS ON TRUST?, Lennart Seitz, Julia Woronkow, Sigrid Bekmeier-Feuerhahn, and Krutika Gohil
The Advent of Digital Productivity Assistants: The Case of Microsoft MyAnalytics, Michael Winikoff, Jocelyn Cranefield, Jane Li, Cathal Doyle, and Alexander Richter
The Affordance Cliff: Explaining Technology Workarounds, Chad Anderson
The Agile Coach Role: Coaching for Agile Performance Impact, Viktoria Stray, Anastasiia Tkalich, and Nils Brede Moe
The Ambivalence of Mhealth Apps - A Qualitative Research on Techno-stressors of Mobile Health Applications, Tanja Schroeder, Maximilian Haug, and Heiko Gewald
The Ambivalent Effect of Transparency on Trust in Robo-advisors: An Experimental Investigation, Alexander Rühr, Benedikt Berger, and Thomas Hess
The Antecedents and Consequences of Legitimate Corporate Participation in the DarkNet: A Preliminary Model, David Kenny, Grace Fox, Gary Sinclair, and Theo Lynn
The Application of Image Recognition and Machine Learning to Capture Readings of Traditional Blood Pressure Devices: A Platform to Promote Population Health Management to Prevent Cardiovascular Diseases, Helen W.Y. Lee, Christopher T.K. Chu, Karen K.L. Yiu, and Kelvin Tsoi
The Assessment of Significance of Differences between Cloud Computing Factors and its Impact on Management in SME's Enterprises, Paula Bajdor and Damian Dziembek
The Association of mHealth Features with User Engagement in Weight Management Interventions: A Literature Review, An Tran, Bengisu Tulu, and Gramos Kamberi
The Augmented Theorist - Toward Automated Knowledge Extraction from Conceptual Models, Jonas Scharfenberger, Burkhardt Funk, and Benjamin Mueller
The Benefit Coordination Mechanism of Cloud Platforms for Rural Cultural Tourism Based on a Case Analysis of TikTok, AAuto, and Bilibili, Yueying Li, Guoyin Jiang, and Wanqiang Yang
The Benefits and Caveats of Personality-Adaptive Conversational Agents in Mental Health Care, Rangina Ahmad, Dominik Siemon, Ulrich Gnewuch, and Susanne Robra-Bissantz
The Benefits and Challenges of Technology Neutral Regulation – A Scoping Review, Essi Puhakainen and Karin Elisabeth Väyrynen
The Bermuda Triangle of Leadership in the AI Era? Emerging Trust Implications From “Two-Leader-Situations” in the Eyes of Employees, Simon Schafheitle, Antoinette Weibel, and Alice Rickert
The Blockchain Effect: From Inter-Ecosystem to Intra-Ecosystem Competition, Alexandra Hoess, Vincent Schlatt, Alexander Rieger, and Gilbert Fridgen
The Building Blocks of Software Platforms: Understanding the Past to Forge the Future, He Li and William J. Kettinger
The Business Impact of IIoT Vulnerabilities, Frank Ebbers, Simon Hacks, and Rahul Thakurta
The business value of social media: A dynamic managerial capabilities perspective, Siddharth Gaurav Majhi, Arindam Mukherjee, and Ambuj Anand
The CARE Theory of Dignity Amid Personal Data Digitalization, Dorothy E. Leidner and Olgerta Tona
The Case for Information Bricolage in IS Research: A Theoretical Proposal, Michael Matthews
The Case of Human-Machine Trading as Bilateral Organizational Learning, Timo Sturm, Timo Koppe, Yven Scholz, and Peter Buxmann
The Challenges of Knowledge Combination in ML-based Crowdsourcing – The ODF Killer Shrimp Challenge using ML and Kaggle, Adrian Bumann and Robin Teigland
The Chief Information Officer: Impact on Organizational Forecasting Outcomes, Xiaotao (Kelvin) Liu and David S. Preston
The Classification of Phishing Websites using Supervised Data Mining Techniques, Justin Lichtfuss, Frank Lee, and Trezha Berryman
The Coevolution of Organizational Routines and IT Systems in IT-enabled Organizational Transformation, Faqir Taj, Karlheinz Kautz, and Vince Bruno
The Complex Effects of Cross-Domain Knowledge on IS Development: A Simulation-Based Theory Development, Jungpil Hahn and Gwanhoo Lee
The Content Influence Mechanism of the Behavior of Poverty Alleviation Crowdfunding Users: An Empirical Study of A Chinese Crowdfunding Platform, Xiaoping Liu, Shuang Chen, and Yi Yang
The Continuing Effect of Blockchain on the Cryptocurrency Market, Arunava Ghosh and Aarushi Jain
The Continuous Use Intentions and Antecedents of Novice Players in the Social Network Online Games, Wei-Hsi Hung and Kai-Ju Chuang
The Contradiction of Agile Measures: Customer as Focus, but Process as Measured?, Adriana Storti and Tony Clear
The Critical Success Factors of GDPR Implementation: A Delphi Study, Gonçalo Almeida Teixeira, Miguel Mira da Silva, and Rúben Pereira
The Dark Side of Privacy Nudging – An Experimental Study in the Context of a Digital Work Environment, Torben Barev, Melanie Schwede, and Andreas Janson
The Dark Web Phenomenon: A Review and Research Agenda, Abhineet Gupta, Sean B. Maynard, and Atif Ahmad
The Data Privacy Divide: An exploratory study of social fault lines, Matthew Showman, Stephen De Lurgio, and Amber Grace Young
The Decision Cloud in Migrating to Cloud ERP Systems: A Developing Country Perspective, Rumana Ahmed, Gillian Oliver, Md Mahbubur Rahim, and Misita Anwar
The Design Towards a News Aggregator Subscription Service: Results from An Online Experiment, Erol Kazan, Tuure Tuunanen, Hadi Ghanbari, and Mengcheng Li
The Determinants of Women and Racial Minority High School Students’ Willingness to Pursue an IT Major, Kevin Harmon and Eric A. Walden
The development of Technological Pedagogical Content Knowledge (TPACK) measurement tool for online education, Rachael K.F. Ip
The Development of the Perceived Distinctiveness Antecedent of Information Systems Professional Identity, Cindy Riemenschneider and Deborah Armstrong
The Devil in Disguise: Malicious Envy’s Impact on Harmful Interactions Between Social Networking Site Users, Hannes-Vincent Krause and Annika Baumann
The DevOps Continuum: Walking the Shadowy Bridge from Information Systems Development to Operations, Michael Hüttermann
The Dialectics of Technology Standardization, Rikard Lindgren, Lars Mathiassen, and Ulrike Schultze
THE DIFFERENCE BETWEEN MOTIVATION AND VOLITION MATTERS! – A QUALITATIVE STUDY ON MOBILE HEALTH APPLICATION ADOPTION, Tanja Schroeder, Maximilian Haug, and Heiko Gewald
The Diffusion of Social Media Apps and Services in Online Social Networks – A Simulation Study, Alper Beşer and Richard Lackes
The Digital Business Architect – Rationale and Experiences of an IS Education Profile in Digital Transformation, Kurt Sandkuhl, Matthias Wissotzki, Rainer Schmidt, and Alfred Zimmermann
The Digitalization of Infants: An Entangled Web of Emotions, Affordances, and Constraints, Peter Leestma and Dorothy E. Leidner
The Digital ‘War for Talents’ – a Conceptual Framework of Technology-Driven Factors in Digital Personnel Selection Systems, Stephan Berger, Björn Häckel, Oliver Niesel, and Bastian Stahl
The DLPS: A New Framework for Benchmarking Blockchains, Johannes Sedlmeir, Philipp Ross, André Luckow, Jannik Lockl, Daniel Miehle, and Gilbert Fridgen
The Double-Edged Sword of Social Comparison on Social Networking Sites - Effects on Subjective Well-Being, Soeren Diel, Kristina Hall, and Caroline Mützel
The Dynamics of Architecture-Governance Configurations: An Assemblage Theory Approach, Ole Hanseth and Juan Rodon Modol
The Economics of 5G and the Mobile Economy, Chenshuo Sun and Anindya Ghose
The Ecosystem of Machine Learning Methods, Rahul Basole
The Effect of AI-based Recommendations on Healthy Diet Promotion, Yikai Yang, Yining Yu, Jiehui Zheng, and Lei Wang
The Effect of Bots on Human Interaction in Online Communities, Hani Safadi, John P. Lalor, and Nicholas Berente
The Effect of Customer Showrooming on Return Policy and Product Assortment for Multichannel Retailers, Ping Tang, Amit Mehra, and Prasenjit Mandal
The Effect of Digital Citizenship on Negative Online Behaviors and Learning Outcomes in Higher Education, Mary Dunaway and Mary Macharia
The Effect of Disease Salience on Preference for eWOM in Social Media, Bingjie Deng and Michael Chau
The Effect of Help Seeking on Creative Self-Efficacy of IS Students, Madison Corbin, Cherileigh Leavitt, Mark Keith, Ryan Schuetzler, Degan J. Kettles, and Greg Anderson
The Effect of ICT Adoption on Corporate Governance: The Mediating Role of Human Resource Quality, Ibrahim Osman Adam, Muftawu Dzang Alhassan, and Samuel Nana Yaw Simpson
The Effect of Moral and Political Ideology on Intention to Adopt E-government Services, Shuktika Chatterjee, Dora Chatterjee, and Sutirtha Chatterjee
The Effect of Operating in Many Realities on Memory: An Experiment on Memory Recognition in Extended Realities, Nannan Xi, Juan Chen, Filipe Gama, Henry Korkeila, and Juho Hamari
The Effect of Personality Traits and Gender Roles on Consumer Channel Choices, Dennis Hummel, Tobias Vogel, and Alexander Maedche
The Effect of Recommendation Framing on the Outcomes of Recommendation Agents, Bingjie Deng and Michael Chau
The Effect of Resilience Messaging on Community Conformity to Government Healthcare Guidelines: An Empirical Analysis of Governors’ Twitter Use During COVID-19 Pandemic, Reza Mousavi and Bin Gu
The Effect of Risk Representation Using Colors and Symbols in Business Process Models on Operational Risk Management Performance, Tyge-F. Kummer and Jan Mendling
The Effect of Training Set Timeframe on the Future Performance of Machine Learning-based Malware Detection Models, Colin Galen and Robert Steele
The Effect of Users’ Social Capital on Idea Quality in Online Customization Communities: The Moderating Effect of Common Expertise, Shuo Xu, Tianmei Wang, and Xinxue Zhou
The Effects of Consumer Demographics and Payment Method Preference on Product Return Frequency and Reasons in Online Shopping, Markus Makkonen, Lauri Frank, and Tiina Kemppainen
The Effects of Control Mechanisms on Complementors’ Behavioral Intentions: An Empirical Study of Reward-Based Crowdfunding Platforms, Evgheni Croitor, Dominick Werner, and Alexander Benlian
The effects of electricity tariffs on cost-minimal hydrogen supply chains and their impact on electricity prices and redispatch costs, Frederik Vom Scheidt, Jingyi Qu, Philipp Staudt, Dharik Mallapragada, and Christof Weinhardt
The effects of gamification on the post-adoption behaviors of health and fitness apps’ users: the mediating role of IT identity, Pouyan Esmaeilzadeh
The Effects of Item Ordering on Reproducibility in Information Systems Online Survey Research, Vance Wilson, Mark Srite, and Eleanor Loiacono
THE EFFECTS OF STANDARDIZATION ON IS ARCHITECTURE COMPLEXITY, Erik Jochemsen, Bart van den Hooff, Marijn Plomp, Mohammad Rezazade Mehrizi, and Lotte Derks
The Effects of Wireless Emergency Alerts in Pandemic: Empirical Evidence of Online and Offline Consumption, Jaeho Myeong, Yongjin Park, and Jae-Hyeon Ahn
The Emergence and Dynamics of Electronic Health Records – A Longitudinal Case Analysis of Multi-Sided Platforms from an Interoperability Perspective, Lars Stegemann and Martin Gersch
The Emergence of Perpetual Performance Management in the Workplace: Implications and Research Agenda, Talitakuum Ekandjo, Jocelyn Cranefield, and Yi-Te Chiu
The Environmental Potential of Hyper-Scale Data Centers: Using Locational Marginal CO2 Emissions to Guide Geographical Load Shifting, Julia Lindberg, Line Roald, and Bernard Lesieutre
The Ethics of Information Systems: The Present State of the Discussion and Avenues for Future Work, Alexander Bock, Sergio España, Jens Gulden, Katharina Jahn, Livinus Obiora Nweke, and Andreas Richter
The evaluation of the black box problem for AI-based recommendations: An interview-based study, Jessica Ochmann, Sandra Zilker, and Sven Laumer
The Evolution of an Architectural Paradigm - Using Blockchain to Build a Cross-Organizational Enterprise Service Bus, Julia Amend, Gilbert Fridgen, Alexander Rieger, Tamara Roth, and Alexander Stohr
The Field of Ambidexterity Research: Perspective from Information Systems Domain, Ashay Saxena
The Frequency of Using Websites and Social Media by Various Age Groups to Form Opinions about Scientific Topics: Findings from the European Context, Izabela Warwas, Małgorzata Dzimińska, and Aneta Krzewinska
The Future of Payments: The Role of Crypto Assets in Shaping Trust, Nina Frausing and Michel Avital
The Generative Mechanisms Behind Technology-Enabled Health Behavior Change, Annamina Rieder, Christiane Lehrer, Yeliz Eseryel, and Reinhard Jung
The Good, the Bad, and the Ugly: Digital Transformation and the Covid-19 Pandemic, Ana Paula dos Santos Tavares, Marcelo Fornazin, and LUIZ ANTONIO JOIA
The Hidden Value of Patterns – Using Design Patterns to Whitebox Technology Development in Legal Assessments, Ernestine Dickhaut, Andreas Janson, and Jan Marco Leimeister
The Identity of Born Virtual Organizations: Exploring the Role of ICT, Julian Marx, Stefan Stieglitz, Milad Mirbabaie, Tabea Sauer, and Janice Frowerk
The Illusion of Certainty and Data-Driven Decision Making in Emergent Situations, Nicholas Berente, John P. Lalor, Sriram Somanchi, and Ahmed Abbasi
The Impact of Animated Banner Ads on Online Consumers: A Feature-Level Analysis Using Eye Tracking, Weiyin Hong, Muller Y. M. Cheung, and James Y. L. Thong
The Impact of Big Data Analytics Implementation on Data Analysts Behavior: The Role of Stress and Psychological Capital, Kimia Ansari and Maryam Ghasemaghaei
The Impact of Conflicting SNS Usage Outcomes on Continuance, Hossein Mohit and Vess L. Johnson
The Impact of CV Recommender Systems on Procedural Justice in Recruiting: An Experiment in Candidate Selection, Verena Eitle, Felix Peters, Andreas Welsch, and Peter Buxmann
The impact of different organizational environments on technostress: Exploring and understanding the bright and dark sides before and during Covid-19, Carolina F. Castro Rodriguez and Jyoti Choudrie
The impact of digital innovation on the innovation of traditional industry, Sumin Song and Kunsoo Han
The Impact of Digitizing Social Networks on Refugee Decision Making – The Journey to Germany, Safa'a AbuJarour, Lama Jaghjougha, and Mohammed AbuJarour
The Impact of Employment Discrimination on Job Search Performance, Xintong Liu, Qiong Jia, and Longhui Li
The Impact of Helping Others in Coopetitive Crowdsourcing Communities, Indika Dissanayake, Sridhar Nerur, Jingguo Wang, Mahmut Yasar, and Jie Zhang
THE IMPACT OF INTELLIGENT PERSONAL ASSISTANTS ON WORK PRACTICES, Talitakuum A.T. Ekandjo, Jocelyn Cranefield, and Yi-te Chiu
The impact of IT mindfulness on complex task performance, Jonna Järveläinen, Anna Sell, and Pirkko Walden
The Impact of Meaningful Game Narratives on Attitudes towards Racial Outgroups, Munifa Shaza, Valerie Yu, Katrina Alvarez, and Vivian Hsueh Hua Chen
The Impact of Mobile Ordering Service on Offline Store Diversity and Product Diversity, Yujin Hwang, Nakyung Kyung, Dongwon Lee, Jaemin Jung, and Sung-Hyuk Park
The Impact of Online Data Collection on Consumer Autonomy, Celina Olszak and Osama Sohaib
The Impact of Online Disinformation on Democracy in Taiwan, Julian Neylan
The Impact of Prior Experience on Customers Using a Mixed-Reality Shopping Assistant, Gabriele Obermeier, Shubham Jain, Andreas Auinger, and Dirk Werth
The Impact of Quality Dimensions on Knowledge Sharing and User Satisfaction, Zahid B. Zamir and DaeRyong David Kim
The Impact of Subscription Reciprocity on Charitable Content Creation and Sharing: Evidence from Twitter on Giving Tuesday, Jane Tan, Yingda Lu, and Yong Tan
The Impact of the COVID-19 Lockdown on Digital Transformation in German Organizations, Mirheta Omerovic Smajlovic and Shengjia Feng
The Impact of the COVID-19 Pandemic on Employee Satisfaction, Domenic Kellner, Maximilian Lowin, and Oliver Hinz
The Impact of the Sharing Economy on Household Bankruptcy, Tingting Nian, Yuyuan (Anthony) Zhu, and Viijay Gurbaxani
The Impact of Threat and Efficacy on Information Security Behavior: Applying an Extended Parallel Process Model to the Fear of Ransomware., Kristin Masuch, Sebastian Hengstler, Laura Schulze, and Simon Trang
The Implementation of an ES in a Small Firm: The case of Silk Cooperation, Chandima Wickramatunga and Sachithra Lokuge
The implications of the quality dimensions of information systems on knowledge sharing, and user satisfaction, Zahid Zamir and Daeryong Kim
The influence mechanism of product attributes on product demand in online reviews, Ying Chen, Li Li, and Yulan Lin
The Influence of AI-Based Chatbots and Their Design on Users’ Trust and Information Sharing in Online Loan Applications, Naim Zierau, Korbinian Flock, Andreas Janson, Matthias Söllner, and Jan Leimeister
The influence of contextual, organizational and regional aspects in the use of Electronic Medical Records in Brazil, Violeta Sun, Luisa V. Sandes-Guimaraes, Marcelo Henrique Araujo, and Nicolau Reinhard
The Influence of Customer Co-creation Experience Value on Brand Equity in the context of Social Media, Yunjun Jiang, Hong Zhang, Guiming Lian, and Siqian Wang
The Influence of Facebook Marketing Using Gamification on Consumers Purchase Intention, Phumsiri Poolperm and Mathupayas Thongmak
The Influence of Live Streamer Morality on Consumer Purchase Intentions from the Perspective of Identity, Cuiping Wang and Li Wang
The Influence of society and industry on the evolution of digital citizenry, Lesley A. Gardner, Hannu Salmela, Jeffry Babb, Paul M. Leidig, Muthupoltotage Udayangi Perera, and Saima Qutab
The Information Content of ESG Disclosures and the Public Perception of Credit Risk, Historei Bariz, Florian Kiesel, and Nicolas Schreiber
The information disclosure trilemma: Privacy, attribution and dependency, Ping Fan Ke
The Intention to Participate in Online Exams – The Student Perspective, Philipp Hartmann, Sebastian Hobert, and Matthias Schumann
The IS-Notion of Affordances: A Mapping of the Application of Affordance Theory in Information Systems Research, Bjørnar Valbø
The IT Artifact in People Analytics: Reviewing Tools to Understand a Nascent Field, Joschka Andreas Hüllmann, Simone Krebber, and Patrick Troglauer
The Leadership Development for Digital Transformation: Cases of Global Enterprise, Yoshimasa Masuda
The light side of passwords: Turning motivation from the extrinsic to the intrinsic research in progress, Naomi Woods
The Limits of Open Innovation: A Case Study of a Social Product Development Platform, Nan Su and Kaveh Abhari
The LiteStrat Method: Towards Strategic Model-Driven Development, Rene Noel, Jose Ignacio Panach Navarrete, Marcela Ruiz, and Oscar Pastor Lopez
The main factors explaining IT Career Choices of Female Students in Bolivia, Boris Branisa, Patricia Cabero, and Indira Guzman
The Many Facets of Me: Multiple Account Management on Reddit, Donghee Yvette Wohn, Chien Wen Yuan, and John Scott Siri
The Mechanics of Enterprise Architecture Principles, Kazem Haki and Christine Legner
The Mechanism and strategy of Digital Logistics Park Cross Supply Chain Collaboration based on Evolutionary Game, Xingjian Zhou, Lihua Cai, Gechen Xu, and Yingpei Huang
The Medium is Indeed the Message: Communication and Social Presence in Virtual Learning Environments, Carolina Lacerda Motta de Oliveira Gomes, Karin Sylvia Graeml, and Alexandre Graeml
The Midlife Crisis of IT: Accurate Versus Inaccurate Perception of IT Effects, Michael Bayer, Anders Haug, Jolina Lombardi, and Lars Hvam
The moderating influence of shoppers’ regulatory focus on the impact of psychological safety on online shopping intention, adarsh kumar kakar
The Moderating Roles of External Environment and Organizational Culture: Unlocking Strategic and Operational Business-IT Alignment, Fatima Mohammed and Prashant Palvia
The MyHealthRecord System in General Practices: Steps Towards Adoption Sustainability, Urooj Raza Khan and Christopher Pearce
The Next Generation of Research on IS Use: A Theoretical Framework of Delegation to and from Agentic IS Artifacts, Aaron Baird and Likoebe M. Maruping
The oak or the reed: digital platforms and organisational resilience, Jalthotage Nishika Jayasinghe, Maduka Subasinghage, and Harminder Singh
The omitted variable: could DuoTest enable a new way to assess the link between individual and team performance in team-based learning?, Riccardo Bonazzi and Yviane Rouiller
The Online Community Management Triad - Managerial Dynamics of Community Admins in the Age of Algorithms, Yaara Welcman and Lior Zalmanson
Theorizing Process Dynamics with Directed Graphs: A Diachronic Analysis of Digital Trace Data, Brian Pentland, Emmanuelle Vaast, and Julie Ryan Wolf
Theory of Planned Behavior and the Influence of Communication Self-Efficacy on Intention to Pursue a Software Development Career, Chamikorn Hiranrat, Atichart Harncharnchai, and Chompunoot Duangjan
The Potential of Technology-Mediated Learning Processes: A Taxonomy and Research Agenda for Educational Process Mining, Thiemo Wambsganss, Anuschka Schmitt, Thomas Mahnig, Anja Ott, Sigitai Soellner, Ngoc Anh Ngo, and Jerome Geyer-Klingeberg
The Pragmatic School of Thought in Open Science Practice: A Case Study of Multi-stakeholder Participation in Shaping the Future of Internet Governance, Stephen Mccarthy, Carolanne Mahony, Wendy Rowan, Huy Tran-Karcher, and Manon Potet
The Programming Logic Course in the Data Processing Curriculum, Laura E. Saret
The Pursuit of Transparency and Control: A Classification of Ad Explanations in Social Media, Daricia Wilkinson, Moses Namara, Karishma Patil, Lijie Guo, Apoorva Manda, and Bart Knijnenburg
The readability of information systems research over three decades: An analysis of the Senior Scholars’ Basket of Journals from 1990 to 2020, Lorenz Graf-Vlachy
The Relationship Amongst Big Data Capability, Supply Chain Dynamic Capability, And Dynamic Innovation Capability, Guangqian Peng, Yang Zhang, Ping Gao, and Junfeng Yin
The Relationship between Rating Inconsistency and Review Helpfulness: The Moderating Effect of Review Length, Yuqiu Wang and Kai Li
The Relationship of Collaboration Technologies and Cognition and Affect, Ivo Benke, Armin Heinzl, and Alexander Maedche
The Responsible Adoption of (Highly) Automated Decision-Making Systems, Camille Grange and Alain Pinsonneault
The Right to Be Forgotten: If I could restart my life, I would like to be able to erase …, Mark Keith, Jeffry Babb, Robyn Raschke, and Paul Steinbart
The Rise and Fall of Collective Identity: Understanding Antecedents and Inhibitors of Social Identification in Distributed Teams, Stephen Mccarthy, Paidi O'Raghallaigh, Ciara Fitzgerald, and Frédéric Adam
The rise of metrics and fall of academic autonomy: the digital future of academic freedom, Edward J. Luca, Sebastian K. Boell, and Dirk Hovorka
The rise of social applications and sustainable development: The Ribon Case, Helena Brito de Freitas, Vanessa Itacaramby Pardim, Luis Hernan Contreras Pinochet, and Marcia Carvalho de Azevedo
The Rise of the Machines: Conceptualizing the Machine Economy, Jan Jöhnk, Tobias Albrecht, Laurin Arnold, Tobias Guggenberger, Luis Lämmermann, André Schweizer, and Nils Urbach
The Role of Algorithmic Transparency in Contact-tracing App Adoption, Tobias Bitzer, Martin Wiener, and Stefan Morana
The Role of Business Analytics for Competitive Advantage of Small and Medium Enterprises, Selen Esra Dereli, Axel Korthaus, Helana Scheepers, and Ashir Ahmed
The Role of CDOs in Signaling Digital Transformation Endeavors: An Analysis of Firms’ External Communication Tools, Dennis Renee Metzler, Steffen Bankamp, Jan Muntermann, and Matthias Palmer
The Role of Competitive Actions in Maximizing Visibility When Entering Algorithmically Managed Ecosystems, Joaquin Rodriguez and Gabriele Piccoli
The Role of Complementors in Platform Ecosystems, Marius Deilen and Manuel Wiesche
The Role of Diverse Skill Sets in IR, Sandra Moore
The Role of Enterprise Architecture in Building and Sustaining Information Technology – Enabled Organizational Agility, Truth Lumor, Ari Hirvonen, and Mirja Pulkkinen
The Role of External Mechanisms and Transformational Leadership in Information Security Policy Effectiveness: A Managerial Perspective of Financial Industry in Vietnam, Thai Pham and Farkhondeh Hassandoust
The Role of Fear and Trust when Disclosing Personal Data to Promote Public Health in a Pandemic Crisis, Kirsten Hillebrand
The Role of ICT in Sustainable Development: The Ugandan Narrative, Samuel Ekundayo, Maryam Tabatabaee, and Karthik Sridhar
The Role of Image Quality in Telehealth: Adoption Challenges in the Subcontinent, Avijit Chowdhury, Abdul Hafeez-Baig, Raj Gururajan, Amanda McCubbin, Mirza Akmal Sharif, and Shah J. Miah
The Role of Information Communication Technology in Mitigating Supply Chain Fraud, Agus Putra Wicaksana, Sherah Kurnia, William Ho, and Daniel Samson
The Role of Information Technology in Fintech Innovation: Insights from the European Fintech Ecosystem, Stanislav Mamonov
The Role of IT Identity in Self-disclosure Behavior on Social Networking Sites, Hossein Mosafer, Jalal Sarabadani, Babak Sohrabi, Hamid Reza Yazdani, and Amir Manian
The Role of IT Mindfulness in Compulsive Smartphone Use: A Longitudinal Approach, Arvid Alexander Eichner
The Role of Mobile Payment in Increasing Consumers’ Preferences towards Hedonic Products, Yining Yu, Xixian Peng, and Lei Wang
The Role of New York Times Picks in Comment Quality and Engagement, Yixue Wang and Nicholas Diakopoulos
The Role of Parasocial Interactions for Podcast Backchannel Response, Julian Marx, Milad Mirbabaie, Alfred Benedikt Brendel, and Kevin Zander
The Role Of Privacy And Security Threats In The Adoption Of A Blockchain, Davit Marikyan, Savvas Papagiannidis, Omer Rana, and Rajiv Ranjan
The Role of Privacy within the Realm of Healthcare Wearables' Acceptance and Use, Thomas Jernejcic and Omar El-Gayar
The Role of Randomized Control Trials in Online Demand Generation: Exploratory Evidence from Facebook, Julian M R Runge and Harikesh Nair
The Role of Reputation Mechanism in Rural Tourism Platform on Multi-agent Value Co-creation: A Multi Case Study, Rong Liu, Guoyin Jiang, and Xiaodong Feng
The Role of Risk Aversion in the Privacy Paradox on Internet Users, Eduardo Mantilla and Jose Antonio Robles-Flores
The Role of Social Media Normative Interventions and Environmental Awareness in Intentions to Change Pro-Environmental Behaviors, Anna Vogelaar and Anna Priante
The Role of Spatial Ability in Learning with Virtual Reality: A Literature Review, Yongqian Lin and Ayoung Suh
The Role of State Boredom, State of Fear of Missing Out and State Loneliness in State Phubbing, Yeslam Al-Saggaf and Sarah B. O’Donnell
The Role of Transaction Cost in the Adoption of Mobile Payment, Saeed Abooleet and Xiaowen Fang
The Role of Trusting Beliefs in Voice Assistants during Voice Shopping, Alex Mari and René Algesheimer
The Role of Utilitarian vs. Hedonic Factors for the Adoption of AI-based Smart Speakers, Sina Kristin Zimmermann, Heinz-Theo Wagner, Philipp Rössler, Heiko Gewald, and Helmut Krcmar
The Role of Virtual Qinghuai in Fostering Gamer Loyalty, Siqi Gao, Cheuk Hang Au, and Barney Tan
The Role of Vulnerability Disclosure on Hacker Participation in Bug Bounty Programs, Ali Ahmed, Brian Lee, and Amit V. Deokar
The Role of Webpage Prototypicality as a Factor of Elaboration Likelihood, Aliaksei Miniukovich and Kathrin Figl
The Roles of Digital Exhibition in Enhancing Immersive Experience and Purchase Intention, Sojung Yoon and Jai-Yeol Son
The Routinization of Open Source Project Engagement: The Case of Open Source Risk Management Routines, Matt Germonprez, Robin A. Gandhi, and Georg Link
The Sales Data Sells: Effects of Real-Time Sales Analytics on Live Streaming Selling, Yumei He, Lingli Wang, Nina Huang, Yili Hong, Jiandong Ding, Yan Sun, and Yingyao Liu
The Sales Data Sells: Effects of Real-Time Sales Analytics on Live Streaming Selling, Yumei He, Lingli Wang, Nina Huang, Yili Hong, Jiandong Ding, Yan Sun, and Yingyao Liu
“The Second Vice is Lying, the First is Running into Debt.” Antecedents and Mitigating Practices of Social Debt: an Exploratory Study in Distributed Software Development Teams, Tim Dreesen, Phil Hennel, Christoph Rosenkranz, and Thomas Kude
The Secret to Remote Work — Results of a Case Study with Dyadic Interviews, Nadine Ratz, Victoria Reibenspiess, and Andreas Eckhardt
The Selection of the DPMA Model Curriculum as the Foundation for the MIS Program in the Business College of a Public University, Mayes D. Mathews and Kathryn McCubbin
The Shape of Bottom-Up Urbanism Participatory Platforms: A Conceptualisation and Empirical Study, Pascal Abel, Dennis Miether, Florian Plötzky, and Susanne Robra-Bissantz
The Sharing Economy through the Perspective of Digitalization, Maria J. Pouri
The Smart City as mega project: an investigation of original vision and iterative changes – drawing on the COVID effect, Saleh Kadi, Alistair Norman, and Emma Gritt
The State of Business Internet of Things Adoption: Literature Review, Sara Memarian Esfahani and Dan J. Kim
The Status Quo of Digital Innovation Units: “A Day Late and a Dollar Short”, Johanna Holsten, Jun-Patrick Raabe, Larissa Gebken, and Ingrid Schirmer
The Status Quo of Process Mining in the Industrial Sector, Sebastian Dunzer, Sandra Zilker, Emanuel Marx, Valentin Grundler, and Martin Matzner
The Strategic Impact of IT: An Update on the Relationship between IT Investments and Competitive Dynamics, Elias Grewe and Daniel Beimborn
The Study on the Effectiveness of Preventive Methods for Online Piracy, Joo Yeon Park
The Subjectivity of the Social Network Analyst, Shavindrie Cooray
The Sustainable Value of Open Banking: Insights from an Open Data Lens, Kevin O'Leary, Philip O'Reilly, Tadhg Nagle, Christos Filelis-Papadopoulos, and Milad Dehghani
The Tokenization of Everything: Towards a Framework for Understanding the Potentials of Tokenized Assets, Roger Heines, Christian Dick, Christian Pohle, and Reinhard Jung
The Transparency of the Chinese Social Credit System from the Perspective of German Organizations, Mo Chen, Kristina Bogner, Joana Becheva, and Jens Grossklags
The Travel of Privacy Standards and Regulations in Healthcare, Chad Anderson, Richard Baskerville, and Mala Kaul
The Truck Buddy: Towards a Mood-Based Truck Driver Assistance System, Christoph Heinbach, Laura Sophie Gravemeier, Anke Dittmer, Enrico Kochon, Henning Gösling, and Oliver Thomas
“The two faces of Janus”: the role of soldiering in information integration in the emergency sector, Anouck Adrot and Stan Karanasios
The Use of Augmented Reality in Retail: A Review of Literature, Marc Riar, Jakob J. Korbel, Nannan Xi, Rüdiger Zarnekow, and Juho Hamari
The Use of Gamification to Increase Engagement and Other Intrinsic Factors with Work Integrated Learning Participants During New Hire Onboarding: An Organisational Case Study, Lucinda Bell, Christine Van Toorn, and Pedro Isaias
THE USE OF GAMIFICATION TO TEACH CYBERSECURITY AWARENESS IN INFORMATION SYSTEMS, Joshua C. Nwokeji, Richard Matovu, and Bharat Rawal
The use of interorganizational information systems in digitalizing supply chains: a systematic literature review and research agenda for Africa, Benjamin Agyei-Owusu, John Serbe Marfo, Emmanuel Kweku Quansah, and Caleb Amankwaa Kumi
The use of partially observable Markov decision processes to optimally implement moving target defense, Ashley Mcabee, Murali Tummala, and John Mceachen
The use of prediction models for foresight intelligence: a case study in subscribers’ acquisition for the news portal GaúchaZH, Luccas Martins da Rosa and Raquel Janissek-Muniz
The Use of Social Media by SMEs, Shivek Iyer, Salah Kabanda, and Nawal Nasser Al-haidari
THE USE OF TABLET PCS IN PREVIOUSLY DISADVANTAGED SECONDARY SCHOOLS IN SOUTH AFRICA DURING THE COVID-19 PANDEMIC, Kristen Theunissen and Ingrid Siebörger
The Use of Tools Affordances to Support Communication and Collaboration during COVID-19 remote work, Maureen Tanner and Mageshen Naidoo
The Value of Humanization in Customer Service, Yang Gao, Huaxia Rui, and Shujing Sun
The Virtual Tutor: Tasks for conversational agents in Online Collaborative Learning Environments, Christian Gabriel, Charlotte Hahne, Alina Zimmermann, and Florian Lenk
Thinking Technology as Human: Affordances, Technology Features, and Egocentric Biases in Technology Anthropomorphism, Jianqing (Frank) Zheng and Sirkka Jarvenpaa
Third Party Venture Legitimizing Research Data Application in Healthcare Practice, Anna Auguste Penninger and Juho Lindman
Thirty Years of ACIS Proceedings: An Archival Analysis, Connor Stead, Stephen Smith, Peter Busch, and Savanid Vatanasakdakul
Three Stages of Consumers’ Multi-Stage Dichotomic Switching Process. Pre-Switch, switch, and post-switch, Jussi Nykänen, Virpi K. Tuunainen, Tuure Tuunanen, and Fiona Nah
Thriving through a pandemic - a qualitative case study, Uchenna Peters
Through the Cognitive Functions Lens - A Socio-Technical Analysis of Predictive Maintenance, Alexander Stohr and Jamie O'Rourke
Timeliness, Trustworthiness, and Situational Awareness: Three Design Goals for Warning with Emergency Apps, Dario Bonaretti and Diana Fischer-Pressler
"Timing is Everything" — An Empirical Analysis of the Timing of Online Review Elicitation, Martin Poniatowski, Janina Seutter, and Dennis Kundisch
To #ad or not to #ad – Disclosing Instagram Influencer Advertising, Zofia Saternus and Oliver Hinz
To Compare Against Oneself or Others? - Evaluative Standards as Design Elements to Affect Heating Energy Consumption, Charlotte Wendt
To Compare Against Oneself or Others? – Evaluative Standards as Design Elements to Affect Heating Energy Consumption, Charlotte Wendt, Dominick Werner, Martin Adam, and Alexander Benlian
To Discount or Not to Discount: A Game-Theoretic Analysis of the Pricing and Survival Dilemma in Luxury E-commerce, Yingxin Zhang, Shubham Gupta, Subodha Kumar, and Xiangpei Hu
Token-Centric Work Practices in Fluid Organizations: The Cases of Yearn and MakerDAO, Nina-Birte Schirrmacher, Johannes Rude Jensen, and Michel Avital
Token Economy, Ali Sunyaev, Niclas Kannengießer, Roman Beck, Horst Treiblmaier, Mary Lacity, Johann Kranz, Gilbert Fridgen, Ulli Spankowski, and André Luckow
Too Bored to Engage: An Exploratory Study of Information Security-related Boredom, Shan Xiao and Merrill Warkentin
Too Busy to Monitor? Board Busyness and the Occurrence of Reported Information Security Incidents, Carol Hsu and Tawei Wang
Too Engaged to Contribute? An Exploration of Antecedents and Dual Consequences of Newcomer Engagement in Online Social Groups, Hsien-Tung Tsai and Peiyu Pai
To the Moon! Analyzing the Community of “Degenerates” Engaged in the Surge of the GME Stock, Matthew Caron, Maryna Gulenko, and Oliver Müller
To Treat, or Not to Treat: Reducing Volatility in Uplift Modeling Through Weighted Ensembles, Jannik Rößler, Roman Tilly, and Detlef Schoder
Tough as Nails? An Individual Perspective to Digital Resilience During a Pandemic, Yara Al-Abdulghani, Savanid Vatanasakdakul, and Chadi Aoun
To Use or Not to Use Artificial Intelligence? A Framework for the Ideation and Evaluation of Problems to Be Solved with Artificial Intelligence, Timo Sturm, Mariska Fecho, and Peter Buxmann
Toward a Better Understanding of Crisis and Online Prosocial Lending, Zhiyi Wang, Lusi Yang, and Jungpil Hahn
Toward a Cyber Security Adoption Framework for Primary and Secondary Education Providers, Mason Torres and Nik Thompson
Toward an Understanding of Big Data Analytics and Competitive Performance, Frank Danielsen, D Olsen, and Vetle Augustin Framnes
Toward a Service Design Method for Telehealth Personalization, Oday Aswad and Lysanne Lessard
Toward a Unified Model of Information Security Policy Compliance: A Conceptual Replication Study, Miranda Kajtazi, Nicklas Holmberg, Saonee Sarker, Christina Keller, Björn Johansson, and Olgerta Tona
Toward big data and analytics governance: redefining structural governance mechanisms, Martin Fadler and Christine Legner
Toward Digital Interventions to Overcome Intergenerational Discounting: A Design Science Approach, Kenan Degirmenci
Toward Green Data Centers: Environmental Regulation, Green Data Center Innovation, and Firm Value, Jiyong Park, Sunghun Chung, and Kunsoo Han
Toward Preventing Cascading Blackouts: Vulnerability and Criticality Stress Metrics, Md Hossain, Donald Davies, Marc Bodson, and Hyde Merrill
Towards a Better Understanding of Online Influence: Differences in Twitter Communication Between Companies and Influencers, Diana C. Hernandez-Bocanegra, Angela Borchert, Felix Brünker, Gautam Kishore Shahi, and Björn Ross
Towards a Blockchain Technology Framework – Literature Review on components in blockchain implementations, Matthias Pohl, Rene Degenkolbe, Daniel Staegemann, and Klaus Turowski
Towards A Comprehensive Framework for Shaping Distance Learning Quality of University Educational Services, Svitlana Didkivska and Grażyna Paliwoda-Pękosz
Towards a Conceptual Framework for the Specification of Reproducible and Replicable Data Analysis Projects, Roberto Rodriguez-Echeverria, Jose Maria Conejero, Francisco Javier Melchor González, Juan Diego Gutiérrez Gallardo, and Álvaro E. Prieto
TOWARDS A CONTINUOUS PROCESS FOR USING AND SUSTAINING IS CURRICULUM GUIDELINES, Jeffry Babb, Lesley Gardner, Paul M. Leidig, Hannu Salmela, Udayangi Perera Muthupoltotage, and Saima Qutab
Towards a Critical Realist Understanding of Digital Transformation: Results of a Structured Literature Review, Thomas Haskamp, Christian Dremel, and Falk Uebernickel
Towards a Data Management Capability Model, Inan Gür, Tobias Moritz Guggenberger, and Marcel Altendeitering
Towards a Digital Platform to Support/Enhance Community-based Tourism in Developing Countries - Findings from Nepal, Sojen Pradhan and Christian Ehnis
Towards Affordable Emergency Communication and Entertainment Using Modified Raspberry-Pi Devices, Andreas Vassilakos, William Gaylord, and Vasilios Pappademetriou
Towards a Forward-Looking Conceptualization of Privacy, David Kallemeyn and Wallace Chipidza
Towards a Foundational and Extensional Dynamic Capability Perspective on Digital Innovation Units, Jannis Hellmich, Jun-Patrick Raabe, and Ingrid Schirmer
Towards a Grounded Theory of Actor Conflicts in the Sharing Economy in a Developing Country, Obed Kwame Adzaku Penu; Richard Boateng; Joseph Budu, PhD; and Thomas Anning-Dorson
Towards a Holistic Cloud Computing Taxonomy: Theoretical & Practical Findings, Marvin Rosian, Philipp Hagenhoff, and Boris Otto
Towards a Machine Learning-based Decision Support System for Dispatching Helicopters in New Zealand, Tim Rädsch, Melanie Reuter-Oppermann, and Dave Richards
TOWARDS A METHOD FOR EVALUATING DIGITAL INNOVATION PROJECTS, Philipp Barthel, Celine Marie Perrot, Alexander Benlian, and Thomas Hess
Towards an Implementation of Blockchain-based Collaboration Platforms in Supply Chain Networks: A Requirements Analysis, Lukas-Valentin Herm and Christian Janiesch
Towards an Integrated Full-Stack Green Software Development Methodology, Philippe Roose, Sergio Ilarri, Jorge Andrés Larracoechea, Yudith Cardinale, and Sébastien Laborie
Towards an Intra- and Interorganizational Perspective: Objectives and Areas of Activity of Digital Innovation Units, Jun-Patrick Raabe, Paul Drews, Bettina Horlach, and Ingrid Schirmer
Towards an Organizationally-Relevant Quantification of Cyber Resilience, Thomas Llanso and Martha Mcneil
Towards a Reference Architecture for Female-Sensitive Drug Management, Deborah Mateja, Evita Alieke Bartels, Luis Oberste, Lukas-Valentin Herm, and Alexa Danelski
TOWARDS A REFERENCE VALUE CATALOGUE FOR A COMPANY-SPECIFIC ASSESSMENT OF THE IT BUSINESS VALUE – PROPOSING A TAXONOMY TO SELECT IT IMPACTS FROM EXISTING CATALOGUES, Sarah Seufert, Tobias Wulfert, and Jan Eric Wernsdörfer
Towards a Semi-Automated Approach for Systematic Literature Reviews, Tim Denzler, Martin Robert Enders, and Patricia Akello
Towards a Shared Services Model to support e-Government implementation in Developing Countries: Findings from Liberia, Ransford Mensah, Aileen Cater-Steel, and Mark Toleman
Towards a Task-based Guidance in Exploratory Visual Analytics, Belgin Mutlu, Milot Gashi, and Vedran Sabol
Towards a taxonomy of AI-based methods in Financial Statement Analysis, Tobias Nießner, Robert C. Nickerson, and Matthias Schumann
TOWARDS A TAXONOMY OF DIGITAL TWIN APPLICATIONS FOR TELEMEDICAL HEALTHCARE, Eileen Doctor, Christian Keweloh, Christoph Buck, and Torsten Eymann
Towards a Taxonomy of Ecosystem Data Governance, Dominik Lis and Boris Otto
Towards a taxonomy of incentive mechanisms for data sharing in data ecosystems, Joshua Gelhaar, Tan Gürpinar, Michael Henke, and Boris Otto
Towards a Taxonomy of Smart Home Technology: A Preliminary Understanding, Lars Andraschko, Philipp Wunderlich, Daniel Veit, and Saonee Sarker
Towards a theoretical model of dashboard acceptance and use in healthcare domain, Mona Isazad Mashinchi, Adegboyega Ojo, and Francis J. Sullivan
Towards a Theory of “Use” in the Autonomous Things, Gohar F. Khan
Towards a Triple Bottom Line Perspective of Blockchains in Supply Chain, Chi Pham, Arthur Adamopoulos, and Elizabeth Tait
Towards a Trust-aware Item Recommendation System on a Graph Autoencoder with Attention Mechanism, Elnaz Meydani, Christoph Düsing, and Matthias Trier
Towards a Trustful Digital World: Exploring Self-Sovereign Identity Ecosystems, Gabriella Laatikainen, Taija Kolehmainen, Mengcheng Li, Markus Hautala, Antti Kettunen, and Pekka Abrahamsson
Towards a Trust Reliance Paradox? Exploring the Gap Between Perceived Trust in and Reliance on Algorithmic Advice, Anuschka Schmitt, Thiemo Wambsganss, Matthias Soellner, and Andreas Janson
Towards a Unified Framework for Media Capacity Characterization: Inferences from Critical Analysis of Media Capacity Theories, Buzzwords and Web History, Pius Onobhayedo
Towards Automated Policy Generation for Dynamic Access Control in the Internet of Things, Kaushik Nagarajan Muthusamy Ragothaman, Yong Wang, and Srinivasulu Vuggumudi
Towards Automating the Construction of Augmented Reality Interfaces for Information Systems, Rubén Campos-López, Esther Guerra, and Juan de Lara
Towards Case Completion with inferencing and solution identification using ‘Nested CBR’, Kent Ramchand, Mohan Baruwal Chhetri, and Ryszard Kowalczyk
Towards compliance requirements modeling and evaluation of E-government inter-organizational collaborative business processes, Laura González and Andrea Delgado
Towards Conceptual and Logical Modelling of NoSQL Databases, Jaroslav Pokorný and Karel Richta
Towards Data-Driven Decision-Making in Government: Identifying Opportunities and Challenges for Data Use and Analytics, Yongjin Choi, J. Gil-Garcia, G Brian Burke, Jim Costello, Derek Werthmuller, and Oguz Aranay
Towards Designing A Method To Create Sticky Information Security Training For SMEs: Identifying Design Factors, Martin Brehmer, Antragama Ewa Abbas, and Nageswaran Vaidyanathan
Towards Designing Live 360° Virtual Tours, Christian Peukert, Fabian Brossok, and Marc Adam
Towards Design Principles for Data-Driven Services in Industrial Environments, Can Azkan, Lennart Iggena, Frederik Möller, and Boris Otto
Towards Digital Financial Inclusion: Examining Affordances, Constraints, and Social Norms in Mobile Payment App User Satisfaction, Oluwafemi Akanfe, Rohit Valecha, H. Raghav Rao, and Karan Bhanot
Towards Effective Peripherial Chatbot Communication with Adjustable Intensity of Content Changes, Kamil Bortko, Kacper Fornalczyk, and Jaroslaw Jankowski
Towards Empowering People Living with Type-2 Diabetes: A perspective on self-management in the context of a group-based education program, Atae Rezaei Aghdam, Jason A. Watson Dr, Shah Jahan Miah, and Cynthia Cliff
Towards Establishing Principles for Designing Cybersecurity Simulations of Cyber-Physical Artefacts in Real-Time Simulation, Duong Dang, Tero Vartiainen, and Mike Mekkanen
Towards Ethical Design Science Research, Khalid Durani, Andreas Eckhardt, and Tim Kollmer
Towards Explainable AI(xAI): Determining the Factors for Firms’ Adoption and Use of xAI in Sub-Saharan Africa, Obed Kwame Adzaku Penu, Richard Boateng, and Acheampong Owusu
Towards Financial Risk Management for Intermittent Renewable Generation with Battery Storage, Sarah Henni, Philipp Staudt, Patrick Jaquart, and Christof Weinhardt
Towards GDPR Enforcing Blockchain Systems, Hauke Precht and Jorge Marx Gómez
Towards Implementing an Effective Checklist for Information Delivery in On-Demand Education, Anand Konjengbam and Sanetake Nagayoshi
Towards Interoperability of Smart City Data Platforms, Matthias Buchinger, Peter Kuhn, Anastasios Kalogeropoulos, and Dian Balta
Towards IoT standards interoperability: A tool-assisted approach, Laurell Popp and Melanie Schaller
Towards Latency Aware Emerging Technology for Internet of Vehicles, Md Whaiduzzaman, Anjum Ismail Sumi, Alistair Barros, Md. Shahriare Satu, and Md. Razon Hossain
Towards MCDA Based Decision Support System Addressing Sustainable Assessment, Aleksandra Bączkiewicz, Jaroslaw Watrobski, and Wojciech Sałabun
Towards Self-Adaptive Cyber Deception for Defense, Jason Landsborough, Luke Carpenter, Braulio Coronado, Sunny Fugate, Kimberly Ferguson-Walter, and Dirk Van Bruggen
Towards Successful Collaboration: Design Guidelines for AI-based Services enriching Information Systems in Organisations, Nicholas R. J. Frick, Felix Brünker, Björn Ross, and Stefan Stieglitz
Towards Sustainable Transport: A Strategic Decision Support System for Urban Logistics Operations, Maximilian Heumann, Richard Pump, Michael H. Breitner, Arne Koschel, and Volker Ahlers
Towards the Automation of Remedial Action Schemes Design, Hanyue Li, Komal Shetye, Thomas Overbye, Katherine Davis, and Shamina Hossain-Mckenzie
Towards the Composition of Services by End-Users, Pedro Valderas, Victoria Torres, and Vicente Pelechano
Towards the Design of a Student-Centered Question-Answering System in Educational Settings, Thiemo Wambsganss, Leonie Haas, and Matthias Soellner
Towards The Development of a Contingent Use of Systems Development Methodologies Model, Benson Moyo, Magda Huisman, and Lynette Drevin
Towards the Digital Self-Renewal of Retail: The Generic Ecosystem of the Retail Industry, Timo Phillip Böttcher, Lukas Rickling, Kristina Gmelch, Jörg Weking, and Helmut Krcmar
Towards Transparentizing Personal Data Processing, Winning Public Trust, Olaf L. Steenbergen and Kenny Meesters
Towards Trusted Data Processing for Information and Intelligence Systems, Yong Wang, Kaushik Nagarajan Muthusamy Ragothaman, and Bijay Shakya
Towards Trusted Seamless Reconfiguration of IoT Nodes, Tony Toms and Kevin Lee
TOWARDS VISUALIZING AND SIMULATING BUSINESS MODELS IN DYNAMIC PLATFORM ECOSYSTEMS, Christian Vorbohle and Sebastian Gottschalk
TOWARD UNDERSTANDING THE COMPLEXITY OF BUSINESS MODELS – A TAXONOMY OF BUSINESS MODEL DEPENDENCIES, Christian Vorbohle, Daniel Szopinski, and Dennis Kundisch
Toward Understanding the Technology Trust Calculus in Healthcare: A Generation Z and Millennial View, Mohammed Sajedur Rahman, Juan A. Chavarria, Md. Rakibul Hoque, William D. Senn, Geethalakshmi S. Lakshmikanth, Javier Flores, and Douglass Smith
Toxic Text in Personas: An Experiment on User Perceptions, Joni Salminen, Soon-Gyo Jung, João M. Santos, and Bernard J. Jansen
Tracing CAPEC Attack Patterns from CVE Vulnerability Information using Natural Language Processing Technique, Kenta Kanakogi, Hironori Washizaki, Yoshiaki Fukazawa, Shinpei Ogata, Takao Okubo, Takehisa Kato, Hideyuki Kanuka, Atsuo Hazeyama, and Nobukazu Yoshioka
Traditional vs Cloud-Based Services: A Game Theoretical Analysis, Yuan Dong and Subodha Kumar
Training Is the Key to Implementing a Group Decision Support System, Heidi R. Perreault
Training Personalized Recommender Systems with Biased Data: A Joint Likelihood Approach to Modeling Consumer Self-selection Behaviors, Yansong Shi, Cong Wang, Xunhua Guo, and Guoqing Chen
Train Your Frontline Personnel from Newbie to Master IT Users: A Three-Phase Longitudinal Experiment Focusing on Technology Compatibility, Jiahe Song and Suning Zhu
Transfer Learning to enable Flexibility of Demand Forecasting: Dropout Profiles to protect from Negative Transfer, Marek Hütsch
Transformação Digital em Pequenos Negócios no Pós-Covid: Análise de novo Modelo de Negócios, Rodrigo Silva and Fernando Meirelles
Transformação Digital: maturidade digital das empresas no Brasil, Camila Shimabukuro Yamashiro and Daielly Mantovani
Transformação Digital para Além da Tecnologia Uma Análise sobre as Pessoas e os Processos Relacionados com o Uso das Mídias Sociais na Prefeitura de Salvador-Bahia, Emanuelle Daltro, Marques dos Santos, and Mirl da Silva
Transformational Dynamics – Systemizing the Co-Evolution of Organizational Forms and Information Systems, Max Schumm and André Hanelt
Transformation through Big Data Analytics: a Qualitative Enquiry in Healthcare, Kasuni Weerasinghe
Transformative Role of Faith-Related Twitter Expressions in Nurturing Personal Religiosity during the COVID-19 Pandemic, Laurie Lee Bathan and Christine Diane Ramos
Transition from Offline to Online through Digital Resource Bricolage in A Health Crisis: A Case Study of Two Primary Schools, Miao Cui, Jinfang Qian, Xin Dai, and Mengjun Liu
Transitioning from Transmedia to Transreality Storyboarding to Improve the Co-Creation of the Experience Space, Jazz Rasool, Judith Molka-Danielsen, and Carl H. Smith
Treating Strategic Drift: Alignment Practices in Healthcare Information Systems Implementations, Roxanne Baudilla Llamzon, Felix Tan, Lemuria Carter, Kon Mouzakis, and Rajesh Vasa
Trialling a Comparative Assessment Tool for Modelling-oriented Assignments – Findings and Recommendations, Andreas Drechsler
TRIPBAM: Creating Digital Value during the COVID-19 Pandemic, Gabriele Piccoli, Federico Pigni, Barbara Wixom, and Joaquin Rodriguez
Trust and Closeness: A Mixed Method for Understanding the Relationship of Social Network Users, Lei Yang, Xue Wang, and Margaret Meiling Luo
Trust and Self-disclosure on Social Networking Sites based on different Self-concepts, Asim Shrestha and Anjee Gorkhali
Trust-based content filtering: Investigating the association between assurance seals, source expertise, and topics of online product reviews, Bartlomiej Hanus and Benjamin George
Trust-Building Framework for Blockchain Technology Adoption: The Moderating Role of Quality Practices, Santoso Wibowo, Srimannarayana Grandhi, Sophia Duan, and Sameera Mubarak
Trusted Cyber Messengers: Spreading Awareness to Induce Actions, M A Shariful Amin and Dr. Dipakkumar P Pravin
Trust Effect on Online Reviews Across National Culture, Youngeui Kim and Mark Srite
TRUST-FREE BANKING MISSED THE POINT – THE EFFECT OF DISTRUST IN BANKS ON THE ADOPTION OF DECENTRALIZED FINANCE, Jannik Lockl and Jens-Christian Stoetzer
Trust in AI and Intelligent Systems: Central Core of the Design of Intelligent Systems, A. F. Salam, Sabbir Pervez, and Shabnam Nahar
Trust in AI-based conversational agents in the customer service - a theoretical framework, Wenting Wang
Trust in Digital Humans, Annette M. Mills and Lori F. Liu
Trust in Electronic Markets, A Review and Synthesis of Theories, Marzieh Soleimani and Alireza Amrollahi
Trusting Intentions Towards Robots in Healthcare: A Theoretical Framework, Yvonne O' Connor, Matesuz Kupper, and Ciara Heavin
Trust is Good, Control is Better - Customer Preferences Regarding Control in Teleoperated and Autonomous Taxis, Katharina Keller, Christian Zimmermann, Jan Zibuschka, and Oliver Hinz
Trust Me if You Can! - Investigating Trust in AI-Enabled Clinical Decision Support Systems, Michael Knop, Sebastian Weber, and Bjoern Niehaves
Trust Me, I’m Confident – Are Confident Members of the Crowd Better at Evaluating Business Model Ideas?, Florian Laux and Thomas Görzen
Truth or Dare? – How can we Influence the Adoption of Artificial Intelligence in Municipalities?, Cindy Schaefer, Kristina Lemmer, Kret Samy Kret, Maija Ylinen, Patrick Mikalef, and Bjoern Niehaves
Tuning Hyperparameters for DNA-based Discrimination of Wireless Devices, Trevor Bihl, Joseph Schoenbeck, Christopher Rondeau, Aaron Jones, and Yuki Adams
Turnback Intention: An Analysis of the Drivers of IT Professionals’ Intentions to Return to a Former Employer, Christian Maier, Sven Laumer, Damien Joseph, Jens Mattke, and Tim Weitzel
TUTORIAL: MAPPING YOUR INSTITUTIONAL CURRICULUM TO THE IS2020 COMPETENCY MODEL, Paul M. Leidig, Hannu Salmela, Greg Anderson, Jeff Babb, Venky Shankararaman, Raja Sooriamurthi, and Mark Thourin
Tweeting in IIoT Ecosystems – Empirical Insights from Social Media Analytics about IIoT Platforms, Dimitri Petrik, Katharina Pantow, Patrick Zschech, and Georg Herzwurm
Tweet to the Top? Social Media Personal Branding and Career Outcomes, Yanzhen Chen, Huaxia Rui, and ANDREW B. WHINSTON
Twitter Sentiment Analysis: Application for Classifying Tweets with Video Games as Keywords, Om Panchal and Sarita Pais
UJA Human Activity Recognition multi-occupancy dataset, Emiro De-La-Hoz-Franco, Edna Rocio Bernal Monroy, Paola Ariza-Colpas, Fabio Mendoza-Palechor, and Macarena Espinilla
Unboxing the Algorithm: A Process Model of an Algorithmic Solution, Marta Stelmaszak
Uncertainty Reducing and Handling Strategies in ML Development Projects, Johann Dietz, Karoline Glaser, and Hartmut Hoehle
Uncovering Thematic Dimensions of Fraudulent Emails using Topic Modelling, Debalina Bera and Dan J. Kim
Uncovering the Source of Evaluation Bias in Micro-Lending, Xiyang Hu, Yan Huang, Beibei Li, and Tian Lu
Understanding and Defining the Corporate Influencer in Business-to-Business Sales – First Insights from an Interview Study, Lisa Nestler, Clara Hoffmann, and Jens Poeppelbuss
Understanding Attitudinal Shift of Donors’ Altruism Due to Information Transparency Policy., Harsh Parekh
Understanding Barriers to Service Robot Usage: A Qualitative Study in Hotels, Xiaojiang Zheng, Shixuan Fu, and Ge Liu
Understanding Characteristics of Popular Streamers on Live Streaming Platforms: Evidence from Twitch.tv, Keran Zhao, Yuheng Hu, Yili Hong, and Christopher Westland
UNDERSTANDING CLOUD-BASED ERP CUSTOMIZATION FROM KEY STAKEHOLDERS’ PERSPECTIVES: A RESEARCH MODEL, Qian Huang, Gillian C. Oliver, MD Mahbubur Mahbubur, misita anwar, and Susan Foster
Understanding Collaboration with Virtual Assistants – The Role of Social Identity and the Extended Self, Milad Mirbabaie, Stefan Stieglitz, Felix Brünker, Lennart Hofeditz, Björn Ross, and Nicholas Frick
Understanding Collective Reflection in Crowdsourcing for Innovation: A Semantic Network Approach, Yao Sun, Ann Majchrzak, and Arvind Malhotra
Understanding customers’ purchase behaviour from online group buying websites: a transaction cost approach, Mohammad Alamgir Hossain
Understanding Data Analytics Practices in Kansas City: The Importance of Multi-Level Stewardship, Collaborative Governance and an Incremental Strategy, Felippe Cronemberger and J. Gil-Garcia
Understanding Design Features for Continued Use of Wearables Devices, Omar El-Gayar, Ahmed Elnoshokaty, and ANDREW BEHRENS
Understanding Different Cognitive Levels of Social Engagement: Evidence from Paid Q&A, Xueping Yang, Jonathan Ye, and Xinwei Wang
Understanding Digital Transformation from a Holistic Perspective, Felix Straub, Jörg Weking, Marek Kowalkiewicz, and Helmut Krcmar
Understanding Driver Behavior in Ridesharing Apps: Triadic Interaction Model, Reem Alsaedi, Thomas Chesney, and Robert Pasely
Understanding E-learners’ Mindfulness of IT Use That Affects Value Creation, Shih-Wei Chou, Hui-Tzu Min, Ming-Chia Hsieh, Hui-Chun Pan, and Chia-Shiang Hsu
Understanding Employee Responses to Software Robots: A Systematic Literature Review, Anja Seiffer, Ulrich Gnewuch, and Alexander Maedche
Understanding Failures of Emergency Warning Systems from a Representation Perspective: A Case Study from Germany, Diana Fischer-Pressler, Dario Bonaretti, and Kai Fischbach
Understanding Human-AI Cooperation Through Game-Theory and Reinforcement Learning Models, Beau Schelble, Christopher Flathmann, Lorenzo-Barberis Canonico, and Nathan Mcneese
Understanding Inertia in Digital Transformation: A Literature Review and Multilevel Research Framework, Thomas Haskamp, Christian Dremel, Carolin Marx, and Falk Uebernickel
Understanding Information Security Policy Violation from a Situational Action Perspective, Han Li, Xin (Robert) Luo, and Yan Chen
Understanding Information Systems in the Accommodation Process: A Pilot Study, Shiyao Cao and Eleanor Loiacono
Understanding IS Leadership in the New Normal: A Systematic Literature Review, Pauline Weritz
Understanding Optimism Bias in Phishing: A Health Belief Model Perspective, Wenjing Lei, Siqi Hu, and Carol Hsu
Understanding pandemic dashboard development: A multi-level analysis of success factors, Ludger Pöhler, Kevin Kus, and Frank Teuteberg
Understanding Peer Endorsements among gig workers, Sambit Tripathi, Amit Deokar, and Prasanna Karhade
Understanding Personalization for Health Behavior Change Applications: A Review and Future Directions, Atreyi Kankanhalli, Qihui Xia, Peilin Ai, and Xi Zhao
Understanding Privacy Disclosure in the Online Market for Lemons: Insights and Requirements for Platform Providers, Andreas Engelmann and Gerhard Schwabe
Understanding Security Behavior of Real Users: Analysis of a Phishing Study, Mingqing Kang, Matthew Shonman, Anshul Subramanya, Haoruo Zhang, Xiangyang Li, and Anton Dahbura
Understanding the adoption of cyber insurance for residual risks - An empirical large-scale survey on organizational factors of the demand side, Bennet Simon von Skarczinski, Lukas Boll, and Frank Teuteberg
Understanding the Antecedents and Consequences of Data Analytics Capabilities: A Literature Review in IS field, Prashanth Madhala, Hongxiu Li, and Nina Helander
Understanding the Antecedents of Consumer Misbehavior in B2C Collaborative Consumption: A Self-Determination Perspective, Teng Teng, Huifang Li, Ji Wu, Yulin Fang, and Hefu Liu
Understanding the career dynamics of IT professionals in digital transformation times: a systematic review of career anchors studies, Catherine Cabot and Stéphane Gagnon
Understanding the Challenges of Blockchain Technology Adoption: Evidence from China’s Developing Carbon Markets, Xing Chen and Ashley D. Lloyd
Understanding the Determinants of Adoption and Use of Information and Communication Technologies for Emergency Management: Proposing a Research Agenda based on Existing Academic Literature, Qianli Yuan, Yenisel Gulatee, Mila Gasco-Hernandez, Mariya Zheleva, Petko Bogdanov, and J. Gil-Garcia
Understanding the Differential Effects of Social Ties on Lurking Behavior in Social Media from a Role Stress Perspective, Wuping Lei, Yiwen Zhang, and Yongqiang Sun
Understanding the Effect that Task Complexity has on Automation Potential and Opacity: Implications for Algorithmic Fairness, M. Vimalkumar, Agam Gupta, Divya Sharma, and Yogesh Dwivedi
Understanding the “Holiday Effect” in Online Restaurant Ratings, Lingfei Deng, Dapeng Xu, and Qiang Ye
Understanding the Impact of Enterprise Architecture Driven Dynamic Capabilities on Agility: A Variance and fsQCA Study, Rogier van de Wetering
Understanding the Impact of Service Failure and Recovery Justice on Consumers’ Satisfaction and Repurchase Intention, Jack Hsu, Chao-Min Chiu, Kuang-Ting Cheng, and Paul Jen-Hwa Hu
Understanding the Impact of Sustainability and CSR Information in D2C Online Shops on Consumer Attitudes and Behavior – A Literature Review, Maximilian Schacker and Katarina Stanoevska-Slabeva
Understanding the Impact that Response Failure has on How Users Perceive Anthropomorphic Conversational Service Agents: Insights from an Online Experiment, Stephan Diederich, Tim-Benjamin Lembcke, Alfred Benedikt Brendel, and Lutz M. Kolbe
Understanding the intrinsic nature of the trends of digital innovation: A main path analysis, Chen Hao Huang, Tzu-Chuan Chou, and John S. Liu
Understanding the IT-Enabled Collaborative Innovation in Platform Enterprises: A Case Study, Xueyan Dong, Zidie Chen, Xu Liu, and Tiennan Wang
Understanding the Mobile Gaming Context and Player Behaviour: A Review and a Research Agenda, Siqi Gao and Petri Hallikainen
Understanding the Operational Value of Big Data Analytics Capabilities for Firm Performance: A Meta-Analytic Structural Equation Modeling Approach, Eduard Anton, Thuy Duong Oesterreich, and Frank Teuteberg
Understanding the order effect of online review sentiments and product features, Sambit Tripathi, Amit V. Deokar, and Haya Ajjan
Understanding the Public Sentiment and Discourse on COVID-19 Vaccine, Kruttika Sutrave, Rajesh Godasu, and Jun Liu
Understanding the Repurchase Intentions of C2C Facebook Commerce: Comparison of Buyer–Seller Familiar and Unfamiliar Relationships, Hui-Min Lai, Pi-Jung Hsieh, and Tran Kim Phuong
Understanding the Rise of Twitter-based cyberbullying due to COVID-19 through comprehensive statistical evaluation, Sayar Karmakar and Sanchari Das
Understanding the Role of Business Analysts in Digital Transformation: A Multivocal Literature Review, Abdullah Mashhood and Mali Senapathi
Understanding the Role of Newsfeed Clutter in Stereotype Activation: The Case of Facebook, Jana Gundlach, Olga Abramova, and Juliane Bilda
Understanding the Role of User Interface for Multi-Criteria Decision-Making in Supporting Exploratory Usage of Information Systems, Sungsoo Ray Hong, Rafal Kocilenik, Cecilia Aragon, Sarah Battersby, and Juho Kim
Understanding the Role of Video Quality and Emotion in Live Streaming Viewership, Keran Zhao, Yuheng Hu, and Yingda Lu
Understanding the Status of Reemployment of Elderly Talents in Digital Society: Evidence from Aged Job Search Website in China, Junjie Zhou, Guoxin Wang, Huiying Wei, Chengcheng Cai, Xiaomin Zhan, Xinling Lao, and Wenhao Wang
Understanding the Strategic Value of Big Data Analytics Capability: A Multidimensional Innovation Perspective, Sunil Pathak, Venkataraghavan Krishnaswamy, and Mayank Sharma
Understanding the use of digital payments in Brazil: An analysis from the perspective of digital divide measures, Marcelo Henrique de Araujo and Eduardo Henrique Diniz
Understanding Unstable Information Systems Phenomena: A Punctuated Equilibrium Perspective, Robert E. Crossler, France Belanger, Carlos Torres, Allen Johnston, and Merrill Warkentin
Understanding User Contributions in Smoking cessation Online Health Communities, Chenglong Li, Hongxiu Li, Yuting Jiang, and Reima Suomi
Understanding Users’ Response to Open Government Data Portal: an Exploratory Study, Ting Shao, Xiaofei Cui, Hongbo Jiang, and Xiangling Huang
UNDERSTANDING USERS’ SWITCHING INTENTION TO AI-POWERED HEALTHCARE CHATBOTS, Yuanyuan Lai, Eleni Lioliou, and Panos Panagiotopoulos
UNDERSTANDING VALUE CREATION IN DIGITAL COMPANIES – A TAXONOMY OF IOT ENABLED BUSINESS MODELS, Robert Woroch and Gero Strobel
Unexpected Benefits from a Shadow Environmental Management Information System, Johann Kranz, Marina Fiedler, Anna Seidler, Kim Strunk, and Anne Ixmeier
Unhooked by Design: Scrolling Mindfully on Social Media by Automating Digital Nudges, Aditya Kumar Purohit and Adrian Holzer
Unified Equivalent-circuit Models for Voltage-source Inverters that Capture Averaged Dynamics and Power-flow Solutions in Distribution Networks, Minghui Lu, Victor Purba, Sairaj Dhople, and Brian Johnson
Unintentional Insecure Behavior, Jason Williams and Saurabh Gupta
University Information System Effectiveness from Multiple Viewpoints: The Case of Responses to Covid-19, Tianling Xie, Suvankar Ghosh, and James Strebler
Unlocking Perceived Algorithmic Autonomy-Support: Scale Development and Validation, Nura Jabagi, Anne-Marie Croteau, Luc Audebrand, and Josianne Marsan
Unpacking the Difference Between Digital Transformation and IT-Enabled Organizational Transformation, Lauri Wessel, Abayomi Baiyere, Roxana Ologeanu-Taddei, Jonghyuk Cha, and Tina Blegind Jensen
Unraveling E-Sports Team Tactical Recipes: A Configurational Perspective, Jiantao Zhu, Chenyang Xue, Quanchen Liu, and Chee-Wee Tan
Unraveling Privacy Concerns in Complex Data Ecosystems with Architectural Thinking, Fabian Burmeister, Christian Kurtz, Pascal Vogel, Paul Drews, and Ingrid Schirmer
Unsupervised Deep Learning for Fake Content Detection in Social Media, Jie Tao, Xing Fang, and Lina Zhou
Untangling the Open Data Value Paradox: How Organizations Benefit from Revealing Data, Tobias Enders, Carina Benz, and Gerhard Satzger
Upgrading Products based on Existing Dominant Competitors, Heri Wijayanto, Syauki Thamrin, and Arbee L.P. Chen
Usage Patterns of an ePortfolio-Platform - On the Potential Conflict between Short- and Long-term Usage Scenarios of ePortfolios, Martin Dobiasch and Stefan Oppl
Usage Space Sampling for Fringe Customer Identification, Kunxiong Ling, Jan Thiele, and Thomas Setzer
US Census Block Groups and Location Sharing Behavior: Case of IoT Adoption, Mehrdad Koohikamali and Dan J. Kim
Use, Delegation, or Beyond? Exploring Human-Technology Relationship in the Age of Algorithmically Organized Work, Maya Stewart and Reza Mousavi Baygi
Usefulness of Multi-Dimensional Online Reviews, Roozmehr Safi
Useful Products in Information Systems Theorizing: A Discursive Formation Perspective, Nik Rushdi Hassan, Paul Benjamin Lowry, and Lars Mathiassen
Use of clustering for consideration set modeling in recommender systems, Emil Mirzayev, Zakaria Babutsitdze, William Rand, and Thierry Delahaye
Use of ICT For Flexible and Hybrid University Teaching: A Blended Learning Model for Face-To-Face and Online Learning, Sofia Aparisi Torrijo and Inanna Catalá Miguel
User Adaptation of Digital Platforms: A Conceptual Framework, Boon-Yuen Ng, Calvin M. L. Chan, and Dong Qiu
User-centredness in Large-scale Information Systems Implementation, Pasi Raatikainen and Samuli Pekkola
User Community Development in Social Networks to Support AI-Enabled Knowledge Provision, Andrzej M.J. Skulimowski
User Demographics and Censorship on Sina Weibo, Wayne Kenney and Christopher Leberknight
User Engagement with Technology: An Umbrella Review, Lidan Zhang and Bengisu Tulu
User Experience, Satisfaction, and Continual Usage Intention of IT: A Replication Study in China, Shan Xiao and Merrill Warkentin
User Information Satisfaction Among Female Refugees and Immigrants as Assessed by the Level of Information Literacy on Social Media, Khadijah Kainat, Maedeh Ghorbanian Zolbin, Gunilla Widén, and Shahrokh Nikou
User Opinions on Effective Strategies Against Social Media Toxicity, Aashka Patel, Christine L. Cook, and Donghee Yvette Wohn
User Participation in Infrastructuring: Exploring the Space for Action, Åsmund Dæhlen and Miria Grisot
User-specific Determinants of Conversational Agent Usage: A Review and Potential for Future Research, Lara Riefle and Carina Benz
Using Adaptive Enterprise Architecture Framework for Defining the Adaptable Identity Ecosystem Architecture, Memoona J. Anwar, Asif Q. Gill, and Ghassan Beydoun
Using AI to augment RPA: A conceptual framework, Inge van de Weerd, Bart Nieuwenhuijs, Floris Bex, and Iris Beerepoot
Using a Modified Understanding by Design® Framework to Incorporate Social Media Tools in the Management Information Systems Curriculum for Generation Y and Z Students, Dana Schwieger and Christine Ladwig
Using an Information System Status Model for Systems Analysis and Design: A Missing Dimension, James A. O’Brien and Craig A. VanLengen
Using a Physical Activity Application to Promote Physical Activity Levels Among Aged People: A Follow-Up Study, Tuomas Kari, Markus Makkonen, Joanna Carlsson, and Lauri Frank
Using Autoencoders for Data-Driven Analysis in Internal Auditing, Jakob Nonnenmacher, Felix Kruse, Gerrit Schumann, and Jorge Marx Gómez
Using Clinical Pathways To Virtual Coach Patients For Home Rehabilitation, Kai Gand, Jeannette Stark, Hannes Schlieter, Carola Gißke, and Martin Burwitz
Using CMMN Model for Software System Project Simulation, Šarūnė Sielskaitė and Diana Kalibatienė
Using Deep Learning for Extracting User-Generated Knowledge from Web Communities, Thiemo Wambsganss and Christian Engel
Using digital platforms to promote a service-oriented logic in public sector organizations: A case study, Kathrine Vestues, Marius Mikalsen, and Eric Monteiro
Using Eye-Tracking Data to Compare Differences in Code Comprehension and Code Perceptions between Expert and Novice Programmers, Sarah Jessup, Sasha M. Willis, Gene Alarcon, and Michael Lee
Using Facilitated Team Techniques to Define Information System Requirements, Diane L. Lockwood
Using Feedback to Mitigate Coordination and Threshold Problems in Iterative Combinatorial Auctions, Bart Vangerven, Dries R. Goossens, and Frits C. R. Spieksma
Using Google Related Queries for Theorizing User Interests, Heshan Sun
Using Knowledge Management to Leverage Fusion Centers to Assess Regional Threats, Logan Willman, Murray Jennex, Eric Frost, and John Persano
Using LOTUS to Build an Accounting Information System, Gerry Gingrich
Using Machine Learning Techniques to Explore Extra-Role Security Behavior, Muriel Frank and Lukas Manuel Ranft
Using Mixed Reality in K-12 Education: A Literature Review, Yi (Joy) Li, Chi Zhang, and Hao (Irene) Luo
Using “Panel Reports” to Advance Scholarly Discourse: A Change in Editorial Policy and Guidelines for Panel Report Authors, Lauri Wessel, Christoph Peters, and Fred Niederman
Using Prototyping to Teach the Design Thinking Process in an Asynchronous Online Course, Mary Lebens
Using Recent Graduates as Five-minute Guest Speakers to Provide Professional Socialization and Topical Context for Students, Timothy Olsen
Using Self-Play within Deep Q Learning to improve real-time Production Scheduling, Michael Groth, Pascal Freier, and Matthias Schumann
Using Social Networking Sites (SNS) for Corporate Governance: an analysis of corporate communications from companies of “New Market” tier at Brazilian Stock Exchange (B3), Durval Lucas and João Vitor Nechar
Using the Decomposed Theory of Planned Behaviour to explain Healthcare Consumer Adoption of Electronic Health Records, Neethu Mathai, Tanya McGill, and Danny Toohey
Using the Expectancy-Value Theory of Motivation to Understand the Gaps in Mobile Identity Protection., Yasser Alhelaly, Gurpreet Dhillon, and Tiago Oliveira
Uso da Design Science Research para proposição de um modelo de Governança de TI para Instituições de Ensino, Aline Rossales Sengik, Guilherme Lerch Lunardi, Isaias Scalabrin Bianchi, and Guilherme Costa Wiedenhöft
UTAS-Ride: organization-based ridesharing platform for commuters, Zhe Wei, Soonja Yeom, and Riseul Ryu
Utilizing Remote Evaluation for Providing Data Sovereignty in Data-sharing Ecosystems, Fabian Bruckner and Falk Howar
Utilizing Timely and Preventive Care Measures to Predict Patient’s Response for Hospital Recommendation, Piyush Vyas, Loknath Sai Ambati, Giridhar Reddy Bojja, and Gitika Vyas
Validating the Concept of Patient Pathways: A European Survey on Their Characteristics, Definition and State of Practice, Peggy Richter, Emily Hickmann, and Hannes Schlieter
Validating the Usability of Online Physician Reviews using DSR, cuibing wu, LUVAI F. MOTIWALLA, and Nima Kordzadeh
Validation of Sustainability Instrument for Developing and Maintaining Effective Information Systems Programs, Thomas Case and Manouchehr Tabatabaei
Valuation of IT Investments Using Real Options Theory, Christian Ullrich
Value Co-Creation in Smart Services: A Functional Affordances Perspective on Smart Personal Assistants, Robin Knote, Andreas Janson, Matthias Söllner, and Jan Marco Leimeister
Value-creating Roles Played by the Actors in Open Government Data: A Systematic Literature Review, Novy NRA Mokobombang, Jairo Gutierrez, and Krassie Petrova
Value Creation in Business Ecosystems – A Design Theory for a Reference Model, Christian Betz and Reinhard Jung
VALUE CREATION THROUGH STRATEGIC INVESTMENTS IN DIGITAL TECHNOLOGIES: THE ROLE OF ORGANIZATIONAL AGILITY, Sebastian Eisele and Malte Brettel
Value Creation through Urban Data Platforms: A Conceptual Framework, Samaneh Bagheri, Tobias Brandt, Haydee Sheombar, and Marcel Van Oosterhout
Verifying Online Health Rumors on Social Media: An Empirical Research Based on the Stimulus-Organism-Response Framework, Ying Liu, Yi Jiang, Shuang Zhang, and Zhenkun Wei
Videoconference in Psychotherapy: Understanding research and practical implications, Francesco Cataldo, Antonette Mendoza, Shanton Chang, and George Buchanan
Virtual Leadership Matters: Capturing its Role in Facilitating Knowledge Sharing in Virtual Learning Environment, Ilsang Ko and Xiaolong Wei
Virtually Extended Coworking Spaces? – The Reinforcement of Social Proximity, Motivation and Knowledge Sharing Through ICT, Lennart Hofeditz, Milad Mirbabaie, and Stefan Stieglitz
Virtual Reality Applications for Higher Educations: A Market Analysis, Jaziar Radianti, Tim A. Majchrzak, Jennifer Fromm, Stefan Stieglitz, and Jan Vom Brocke
Virtual Reality for Hazard Mitigation and Community Resilience: An Interdisciplinary Collaboration with Community Engagement to Enhance Risk Awareness, Nancy J. Stone, Guirong Yan, Fiona Fui-Hoon Nah, Chaman Sabharwal, Kelsey Angle, Fred (Gene) E. Hatch III, Steve Runnels, Vankita Brown, Gregory M. Schoor, and Christopher Engelbrecht
Virtual Reality in Residential Aged Care: a study of adoption and system complexity., Kong Saoane Thach, Reeva Lederman, and Jenny Waycott
Virtual Sensors, Dominik Martin, Niklas Kühl, and Gerhard Satzger
Virtual Visitation: Conceptualization and Metrics for Digital Twinning of Large Interactive Social Events, Kai Riemer and Mike Seymour
VISUAL ANALYTICS IN ORGANIZATIONAL KNOWLEDGE CREATION: A CASE STUDY, Joscha Eirich, Dominik Jäckle, Stefan Werrlich, and Tobias Schreck
Visual Data Analysis of Production Quality Data for Aluminum Casting, Nikolina Jekic, Belgin Mutlu, Manuela Schreyer, Steffen Neubert, and Tobias Schreck
Visualização da Informação e suas Aplicações no Estudo de Comportamento de Usuários de um E-Commerce, Rafael Peixoto Guimarães and José Marcelo Almeida Prado Cestari
Visualizing Research Evolution in E-Commerce Field: Year 2001 to 2020, Yang Bai, Hongxiu Li, and Jianyao Chen
Visualizing the Evolution of the AI Ecosystem, Rahul Basole
Visual Merchandising and Selling Orientations in E-commerce Live Streaming: Evidence from Taobao Live, Yutong Guo, Khim Yong Goh, Ying Zhang, Xiao Liu, and Bo Gao
VIVA VOCE AS AN AUTHENTIC ASSESSMENT TOOL DURING THE COVID-19 PANDEMIC, Sojen Pradhan and Marcin Kreglicki
Voice as a Contemporary Frontier of Interaction Design, Anuschka Schmitt, Naim Zierau, Andreas Janson, and Jan Marco Leimeister
Volitional Non-Malicious Insider Threats: At The Intersection of COVID-19, WFH and Cloud-Facilitated Shadow-Apps, Patricia Akello
Vulnerability detection techniques and tools: a survey with members of agile teams in Brazil, Lígia C. M. de C. Santos, Edmir Parada Vasques Prado, and Marcos Lordello Chaim
Vulnerable Populations in Prosocial Crowdfunding: Does the Framing Matter for Female and Rural Entrepreneurs?, Maria Figueroa-Armijos and John P. Berns
VULNERLIZER: Cross-analysis Between Vulnerabilities and Software Libraries, Irdin Pekaric, Michael Felderer, and Philipp Steinmüller
Warfarin Dose Estimation on High-dimensional and Incomplete Data, Zeyuan Wang, Josiah Poon, Jie Yang, and Simon Poon
Warm-Glow Giving, Hedonism, and Their Influence on Muslim User Engagement on Loan-Based Crowdfunding Platforms, Juliana Sutanto, Helena Wenninger, and Handre Duriana
Watch Me Improve—Algorithm Aversion and Demonstrating the Ability to Learn, Benedikt Berger, Martin Adam, Alexander Rühr, and Alexander Benlian
Watch this! The Influence of Recommender Systems and Social Factors on the Content Choices of Streaming Video on Demand Consumers, Raphael Weidhaas, Stephan Schlögl, Veikko Halttunen, and Theresa Spieß
Weak Signal Exploration Processes and the Development of Absorptive Capacity, Luciana Nogueira Bortoli, Raquel Janissek-Muniz, and Natália Marroni Borges
Weather and Random Forest-based Load Profiling Approximation Models and Their Transferability across Climate Zones, Huifen Zhou, Z. Jason Hou, Yuan Liu, and Pavel Etingov
Webinar - Conducting Trace Data Research hosted by Dr. Ola Henfridsson, Philipp Hukal, Kathrin Borner, Joey van Angeren, Gregory Vial, and Ola Henfridsson
Web Scraping in the R Language: A Tutorial, Vlad Krotov and Matthew Tennyson
Website Quality of Listed Companies: A Comparison between SMES and Large Firms, Mathupayas Thongmak and Winai Nadee
Welcome to Economies in IS!, Christof Weinhardt, Christian Peukert, Oliver Hinz, and Wil M. P. van der Aalst
Welfare Properties of Profit Maximizing Recommender Systems: Theory and Results from a Randomized Experiment, Xiaochen Zhang, Pedro Ferreira, Miguel Godinho de Matos, and Rodrigo Belo
Well-being in Digital Learning Environments: A Key to Desirable IT Project Management Outcomes, Thibaut Coulon, Mustapha Cheikh-Ammar, Julie Delisle, and Simon Bourdeau
Wellness mHealth Apps’ Features, Affordances, and Fulfillment of Human Psychological Needs, Moayad Alshawmar and Bengisu Tulu
What Are They Talking about? Relation Extraction from News to Identify Research Directions in Emerging Technologies, Nicolas Prat
What Can We Learn about Healthcare IT Risk from HITECH? Risk Lessons Learned from the US HHS OCR Breach Portal, Suzanna Schmeelk, Denise Dragos, and Joan Debello
What Causes People with High Self-efficacy in Information Security to Exhibit Unsafe Compliance Behavior, Dinesh Reddy
What Climate-Orientation Fit Do to Passion for Learning, How Could Danmu Help?, Yixun Lin, Helen S. Du, and Kathy Ning Shen
What do Employers expect from Business Analysts and is it captured by the “Business Analysis Body of Knowledge” (BABOK)?, Paul Meredith, Peter Summons, Mira Park, and Bruce Cheek
What does contact tracing really mean?: How governments and citizens contest the meaning of contact tracing to achieve societal resilience, Semi Min, Hila Lifshitz-Assaf, and Natalia Levina
What Do I Do in a World of Artificial Intelligence? Investigating the Impact of Substitutive Decision-Making AI Systems on Employees’ Professional Role Identity, Franz Strich, Anne-Sophie Mayer, and Marina Fiedler
What Do I Do? Uncovering Fitness Tracker Users’ Privacy Coping Strategy, Krutheeka Baskaran, Vijayan Sugumaran, and Saji K Mathew
What Do We Really Need? A Systematic Literature Review of the Requirements for Blockchain-based E-government Services, Julia Amend, Julian Kaiser, Lucas Uhlig, Nils Urbach, and Fabiane Völter
What do you fear?: A study on user generated health data and privacy behavior, Krutheeka Baskaran and Saji K. Mathew
What do you mean? A Review on Recovery Strategies to Overcome Conversational Breakdowns of Conversational Agents, Dennis Benner, Edona Elshan, Sofia Schöbel, and Andreas Janson
What Drives Knowledge Payment in the Knowledge Payment Platform? An Empirical Study on the Purchase Behavior in the Emerging Market, Min Zhang, Jingyi Zhao, and Weiwei Yan
What Factors Influence Customers’ Purchase Intentions in Travel-Related Social Commerce?, Jin Guo, Shan Shan, and Yulei Li
What Factors Influenced Online Social Interaction During the COVID-19 Pandemic?, Catherine Dwyer, Starr Roxanne Hiltz, Linda Plotnick, and Sukeshini Grandhi
What Goes Around, Comes Around: The Effects of 360- Degree Experiences on Peer-To-Peer Platform Behavior, Anke Greif-Winzrieth, Christian Peukert, and David Dann
What Has Technology Done to My Weather Forecast?, Eric S. Villafranca and Uchenna Peters
What inspires us to “share”? Motives to provide goods and services in the sharing economy, Patricia Quirós and Stanislav Chankov
What is a Data-Driven Organization?, Marius Johannes Hupperz, Inan Gür, Frederik Möller, and Boris Otto
What is E-Government? Introducing a Work System Framework for Understanding E-Government, Ida Lindgren, Ulf Melin, and Øystein Sæbø
What is Meant by Digital Transformation Success? Investigating the Notion in IS Literature, Philipp Barthel
What Kind of Ideas Are More Attractive? ——A Language Signal Model of Idea Recognition, Yujie Wang, Guijie Qi, Kaiping Wang, and Ziqing Li
What makes a data-driven business model? A consolidated taxonomy, Maik Dehnert, Alexander Gleiss, and Frederick Reiss
What Makes a Good Story - The Use and Acceptance of Storytelling in Business Intelligence, Saskia Ramm, Eva-Maria Kopf, Barbara Dinter, and Sarah Hönigsberg
What Makes A Helpful Knowledge Contribution in Online Communities? A Heuristic-Systematic Model, Langtao Chen
What Makes a Massive Open Online Courses (MOOCs) Excellent? An Investigation in Business Analytics Courses, Ying Wang and Jaeki Song
What Makes an Innovative Business Model? Evidence From the 70 Most Innovative Firms, Timo Phillip Böttcher, Duc Anh Phi, Rob Jago Floetgen, Jörg Weking, and Helmut Krcmar
What Makes a Review Credible? Heuristic and Systematic Factors for the Credibility of Online Reviews, Ehsan Abedin, Antonette Mendoza, and Shanika Karunasekera
What Makes Consumer Perception of Online Review Helpfulness: Synthesizing the Past to Guide Future Research, Wenjie Fan
What Makes Data Possible? A Sociotechnical View on Structured Data Innovations, Aleksi Aaltonen and Esko Penttinen
What Makes Workplace Privacy Special? An Investigation of Determinants of Privacy Concerns in the Digital Workplace, Mena Angela Teebken
What matters most to patients? On the Core Determinants of Patient Experience from Free Text Feedback, Adegboyega Ojo and Nina Rizun
What Motivates People Make Music Playlists? A Social Value Orientation Perspective, Yufei Tan and Qingfei Min
What Motivates People to Share Online Rumors? Deconstructing the Ambiguity of Rumors from a Perspective of Digital Storytelling, Xiangcheng Yang, Yi Jiang, Wenqian Xu, and Siqi Guo
What motivates teenagers to comply with security guidelines?, Florence Mwagwabi and Jhee Hee Jiow
What Should Businesses Know About Social Media Analytics?, Gohar Khan and Stuart Dillon
What Types of Crowd Generate More Valuable Content? Evidence from Cross-Platform Posting, Xiaohui Zhang, Qianzhou Du, and Zhongju Zhang
What We Found Will Blow Your Mind: The Impact of Hyperbole on Reader Interest and News Reading Intentions, Arjun Kadian, Dezhi Yin, and Logan Steele
What Will Be Popular Next? Predicting Hotspots in Two-Mode Social Networks, Zhepeng (Lionel) Li, Yong Ge, and Xue Bai
What You Do is What You Are: The Foundation of User Identity in Online Collective Action, Yusun Jung
What Your Radiologist Might be Missing: Using Machine Learning to Identify Mislabeled Instances of X-ray Images, Tim Rädsch, Sven Eckhardt, Florian Leiser, Konstantin D. Pandl, Scott Thiebes, and Ali Sunyaev
When All Products Are Digital: Complexity and Intangible Value in the Ecosystem of Digitizing Firms, Pouya Rahmati, Ali Tafti, james c. westland, and Cesar Hidalgo
When and Who Do Platform Companies Acquire? Understanding the Role of Acquisitions in the Growth of Platform Companies, Milan Miric, Margherita Pagani, and Omar A. El Sawy
When are Social Network Sites Connections with Coworkers Beneficial? The Roles of Age Difference and Preferences for Segmentation between Work and Life, Ariane Ollier-Malaterre and Annie Foucreault
When Choice Matters: Assortment and Participation for Performance on Digital Platforms, Prasanna Karhade, Abhishek Kathuria, and Benn Konsynski
When Data Becomes Infrastructure and Our Lives Depend On It, E Burton Swanson
When Data Replace Norms: Platformisation of Knowledge Production, Lai Ma
When Digital Technologies Enable and Threaten Occupational Identity: The Delicate Balancing Act of Data Scientists, Emmanuelle Vaast and Alain Pinsonneault
When Every Minute Matters – Using Predictive Analytics of Intervention Durations to Support Hospital Scheduling, Luis Oberste, Okan Aydingül, Ekaterina Jussupow, and Armin Heinzl
When Extra-Role Behavior Leads to Employee Security Deviance: A Moral Licensing View, Shizhen Jia and Feng Xu
When Fast Means More Hassle: Online Deliveries Revisited, Daniel Erik Brylla, Gianfranco Walsh, Michael Nolting, and Julian Roth
When is Blockchain Technology Valuable? – A State-of-the-Art Analysis, Josepha Witt
When Is the Right Time for Method Decisions?, Altti Lagstedt
When IT Evolves Beyond Community Needs: Coevolution of Bottom-Up IT Innovation and Communities, Aljona Zorina and Stan Karanasios
When Live Chats Make Us Disclose More, Stefanie Sohn, Dominik Siemon, and Stefan Morana
When Online Engagement Gets in the Way of Offline Sales, Sagit Bar-Gill and Shachar Reichman
When Socialization Goes Wrong: Understanding We-Intention to Participate in Collective Trolling in Virtual Communities, Yang-Jun Li Li, Christy M. K. Cheung, Xiao-Liang Shen, and Matthew K. O. Lee
When Students Are Players: Toward a Theory of Student-Centric Edu-Gamification Systems, Connie S. Barber
When the Machine Meets the Expert: An Ethnography of Developing AI for Hiring, Elmira van den Broek, Anastasia Sergeeva, and Marleen Huysman
When to Signal? The Contextual Conditions for Career-Motivated User Contributions in Online Collaboration Communities, Jeongsik "Jay" Lee, Hyunwoo Park, and Michael Zaggl
When Worlds Collide: Framing Students’ Challenges with Stay-at-home Learning During COVID-19 through the Lens of Conflicting Role Identities, Merete Hvalshagen, Lakshmi Nittala, Roopa Raman, Nicholas Sullivan, and Hamed M. Zolbanin
Where the data is: An exploratory study of mixed-reality in the wet lab domain., Peter Hoghton, Henry Linger, Maxime Cordeil, Tim Dwyer, Kim Marriott, and Luke Visser
Who Bites the Hook? Investigating Employees' Susceptibility to Phishing: A Randomized Field Experiment, Anjuli Franz and Evgheni Croitor
Who Else do You Need for a Data-Driven Business Model? Exploring Roles and Exchanged Values, Florian Leski, Michael Fruhwirth, and Viktoria Pammer-Schindler
Who Forgoes Screening in Online Markets and Why? Evidence from Airbnb, Raveesh Mayya, Shun Ye, Siva Viswanathan, and Rajshree Agarwal
Who Matters After Fundraising? Empirical Examination of Venture Survival in the Blockchain Ecosystem, Caroline V. Grau, Colin Schulz, David Bendig, and Malte Brettel
Who Quits Privacy-Invasive Online Platform Operators? A Segmentation Study with Implications for the Privacy Paradox, Sebastian Hermes, Anela Sutanrikulu, Maximilian Schreieck, and Helmut Krcmar
Whose Advice Counts More – Man or Machine? An Experimental Investigation of AI-based Advice Utilization, Neda Mesbah, Christoph Tauchert, and Peter Buxmann
Who Stays in the Game? Similarities and Differences Between Current and Former Digital Games Players, Kelly Bergstrom and Jamie Sherman
Who’s the Boss? Measuring Gig-Workers’ Perceived Algorithmic Autonomy-Support, Nura Jabagi, Anne-Marie Croteau, Luc K. Audebrand, and Josianne Marsan
Who to donate to? A Recommender Model for Donation-based Crowdfunding, Mingyan Xu and Yuanfeng Cai
WHO TURNED THE LIGHTS OUT? USING HOME AUTOMATION TO TEACH IOT, Andy Luse, Wesley Sims, and Jim Burkman
Why Are People Addicted to SNS? Understanding the Role of SNS Characteristics in the Formation of SNS Addiction, Haifeng Xu, Tuan Q. Phan, and Bernard C. Y. Tan
Why Are Women Underrepresented in the American IT Industry? The Role of Explicit and Implicit Gender Identities, Alexander Serenko and Ofir Turel
Why Are You Doing This: A Dual-Process-Model-Based Clinical Decision-Making Framework for Diagnostic Test Ordering, Lu Bai, Shijia Gao, Frada Burstein, and Paul Buntine
Why do Chatbots fail? A Critical Success Factors Analysis, Antje Henriette Annette Janssen, Lukas Grützner, and Michael H. Breitner
Why Do Employees Choose to Share Information Publicly? The Evidence from Enterprise Social Networks, Yu Wang and Daqing Zheng
Why do Visitors intend to use Indoor Navigation and Indoor Localization Systems in Hospitals? A Quantitative Survey from Germany, Johannes Wichmann and Michael Leyer
Why Incumbents Should Care–The Repercussions of FinTechs on Incumbent Banks, Timo Phillip Böttcher, Rafi Al Attrach, Florian Bauer, Jörg Weking, Markus Böhm, and Helmut Krcmar
Why Is Your Crowd Abandoning You? Exploring Crowdsourcing Discontinuance through the Lens of Motivation Theory, Wael Soliman, Tapani Rinta-Kahila, and Joona Kaikkonen
Why Johnny can’t rely on anti-phishing educational interventions to protect himself against contemporary phishing attacks?, Matheesha Fernando and Nalin Asanka Gamagedara Arachchilage
Why Partnerships in Ecosystems Fail - Towards a Construct of Cultural Values in Ecosystems, Christian Betz, Katharina Schache, and Reinhard Jung
Why People and Processes Enable Sustainability and Not the Latest Technology: On Achieving Green IT/IS Capability Maturity, Sathiyaraam Puvaneswaran and Helge Alsdorf
Why People Participate in Sending Danmuku? A Perspective from Herding Effect, Qingyuan LIN and Angela Lu
Why Phishing Works on Smartphones: A Preliminary Study, Joakim Loxdal, Måns Andersson, Simon Hacks, and Robert Lagerström
Why Unbundling Works: An Impact of Mobile App Unbundling on New App Adoption and Engagement, Elia Rho, Dongwon Lee, Jiye Baek, and Kai-Lung Hui
Why your Past Matters: Disentangling the Influence of “Static” and “Dynamic” Emotional Properties in Social Media Content on User Engagement, Reza Alibakhshi and Shirish C. Srivastava
Wickedness in Designing IT for Integration Work. A phenomenological account, Amir Haj-Bolouri
Will Humans-in-the-Loop Become Borgs? Merits and Pitfalls of Working with AI, Andreas Fuegener, Jörn Grahl, Alok Gupta, and Wolfgang Ketter
Winners and Losers: Factors Affecting Daily Fantasy Sports Addiction, Peter Haried and Hua Dai
Workforce Frontiers: Organizational Perspectives on Transitioning Remote Workers to Digital Nomads, Deborah J. Armstrong, Michael A. Erskine, Sam Zaza, and Valerie Bartelt
Work-From-Home vs. Work-At-Home: A Strategic Conundrum in the Digital Age, Shreekant Vijaykar, Prasanna Karhade, and Mahesh Gupta
Work-Learn: Necessary and Sufficient Conditions for Upskilling Homeless Adults with Entry-level Programming and Tech Sector Skills, Margeret Hall, Alexandra E. Pavlakis, and Michelle Friend
Work Role Tensions in Globally Distributed IT Teams: A Cautionary Tale, Rennie Naidoo and Jean-Pierre van der Merwe
Workshop: Employing User Stories & Use Cases Synergistically in the Practice & Teaching of Systems Analysis & Design, Gary R. Spurrier, Heikki Topi, and Beth Golub
Workshop: Helping Students Get Their Heads in the Cloud with AWS, Craig A. Piercy and Nikhil Srinivasan
Workshop: IS2020 A Competency Model for Undergraduate Programs in Information Systems, Paul Leidig and Hannu Salmela
Workshop - Low Code Application Development Mendix, Heather Bryant and Carrie Saarinen
Workshop - Managing Non-Profit IT Projects in an Agile Fashion, Travis B. Dietz, Justin Horbacz, and Devin Downs
Workshop - Pre-IS Involvement Workshop, Joslyn Orgill, Caroline Crane, Taylor Rees, and Macy Hendrix
Workshop - RPA Development with Automation Anywhere, Aaron Gleason
Workshop: Transform your IS Class Projects, Gabriele Piccoli and Beth Golub
Workshop: Using Virtual Machine Labs for the Data Comm Class, Manish Agrawal, Clinton Daniel, and Beth Golub
Workshop - Virtual Involvement Plan, Caroline Crane and Jamie Cromar
Would the Health Insurance Policy Affect the Cross-City Online Health Consultation? An Empirical Study, Qiang Cao, Zhongju Zhang, and Shaoyi Liao
Writing a Teaching Case and Teaching Note: A Reference Guide, Janice C. Sipior, Mary Granger, and Ali Farhoomand
www.litbaskets.io, an IT Artifact Supporting Exploratory Literature Searches for Information Systems Research, Sebastian Boell and Blair Wang
You Can’t Manage What You Can’t Define: The Success of Blockchain Projects Beyond the Iron Triangle, Tobias Guggenberger, Jens-Christian Stoetzer, Lukas Theisinger, Julia Amend, and Nils Urbach
You Cheered for Your Favorite Teams: Does it Get You Hired or Penalized?, Youngjin Kwon, Jason B. Thatcher, Philip Roth, and Dan Pienta
“You have no idea how much we love Casper” – Developing configurations of employees’ RPA implementation experiences, Lena Waizenegger and Angsana A. Techatassanasoontorn