Data have become a foundational phenomenon in contemporary organizations, shaping decision-making, innovation, and coordination across increasingly complex digital ecosystems. As data grow in scale, diversity, and are repurposed for analytics and AI, new challenges emerge around how they are managed, analyzed, and governed. This track invites research that investigates these challenges and advances our understanding of data management and analytics in the information systems discipline.

Track Chairs:
Michael Chau, University of Hong Kong
Christine Legner, University of Lausanne
Marta Stelmaszak Rosa, University of Massachusetts Amherst
Wolfgang Maass, Saarland University

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Schedule
2026
Monday, December 14th
12:00 AM

A Multi-Level Data Valuation Framework in Data Sharing Ecosystems

Prateek Paul, University of Galway
Umair ul Hassan, University of Galway

12:00 AM

12:00 AM

A Taxonomy of the Invisible Work Involved in the Production of Personal Data

Frida Ivarsson, Department of Informatics
Anna Sigríður Islind, School of Computer Science

12:00 AM

12:00 AM

AI Ground Truth Uncertainty: The Role of Representational Inadequacy and Domain Knowledge

Hengqi Tian, University of Colorado Denver
Arun Rai, Georgia State University
Angelos Kostis, Umeå University
Amy Wachholtz, University of Colorado Denver

12:00 AM

12:00 AM

Authorization Work: The Case of Clinical Trial Data Repurposing

Tim Kilgus, Freie Universität Berlin

12:00 AM

12:00 AM

Beyond Isolation: LLM-Guided Hypergraph Learning across Documents and Horizons for Volatility Prediction from Conference Calls

Peizhe Li, Hong Kong University of Science and Technology (Guangzhou)
Liang Zhang, Hong Kong University of Science and Technology (Guangzhou) The Hong Kong University of Science and Tech

12:00 AM

12:00 AM

Body–Data–Body Assemblages: How Embodiment and Relationality Shape Health Data Management

Simeon Vidolov, University of Galway

12:00 AM

12:00 AM

Collaborative Synthetic Data for Privacy-Preserving Financial Fraud Detection Across Organizational Silos

Simeon Allmendinger, University of Bayreuth
Domenique Zipperling, University of Bayreuth
Burhanettin Bahadir Kibar, Technical University of Munich
Niklas Kühl, University of Bayreuth

12:00 AM

12:00 AM

Counterfactual Explanations for AI Model Predictions with Missing Inputs

Amir Asrzad, University of Massachusetts Lowell
Xiaobai Li, University of Massachusetts Lowell
Julie Zhang, UMass Lowell

12:00 AM

12:00 AM

Designing an Adaptive, Speaker-Context-Aware Cross-Paradigm NLP Artifact for IT Narrative Disclosure Measurement

Chang Liu, Asian Institute of Digital Finance
Yihang Zhang, Asian Institute of Digital Finance - NUS
Ying Zhang, University of Auckland
Tianhui Tan, National University of Singapore
Dulani Jayasuriya, University of Auckland

12:00 AM

12:00 AM

From Prediction to Prescription: Adaptive Video Content Optimization under Evolving Recommendation Regimes

Xiaowei Shi, Communication University of China University
Cong Wang, Peking University
Peng Wu, Technology and Business University

12:00 AM

12:00 AM

From Transcripts to Insights: Data-Warehousing-Inspired Text Transformation

Sabine van Almsick, JKU Linz
Christian Stary, University of Linz

12:00 AM

12:00 AM

Governing Sensitive Health Data Journeys: Toward Multi-Level Data Contracts for Portability of Data Governance

Jan Maschewski, Leuphana University Lüneburg
Kenneth Richter, School of Management and Technology

12:00 AM

12:00 AM

How to Make Research Reach the Newsroom? Designing Open-Data Platforms Through Boundary Theory

Christina Speck, Karlsruhe Institute of Technology
Judith Erbacher, Karlsruhe Institute of Technology
Thimo Schulz, Karlsruhe Institute of Technology
Christof Weinhardt, Karlsruhe Institute of Technology

12:00 AM

12:00 AM

Inferring Direct Mentor–Trainee Relationships from OpenAlex via LLM-Powered Pairwise Ranking

Wenhao Ye, School of Information Management, Nanjing Agricultural University
Shuqin Zhang, Nanjing University of Finance & Economics
Liangqing Zhang, School of Management Science and Real Estate, Chongqing University
Yao Chen, Jiangsu University of Science and Technology

12:00 AM

12:00 AM

Jurisdictional Settlements in LLM Mediated Analytic Regimes

Aron Tharp, Dandy
Hippolyte Lefebvre, University College Dublin

12:00 AM

12:00 AM

May the Source Be with You—Paradoxes in Synthetic Data

Suheli Goswami, Aalto University School of Business
Riitta Hekkala, Aalto University

12:00 AM

12:00 AM

More-than-human Data Governance: The Case of Parmigiano Reggiano

Elena Parmiggiani, Norwegian University of Science and Technology

12:00 AM

12:00 AM

Responsibility in Data Governance has Many Faces: Theorizing Normative Reference Points

Kenneth Richter, School of Management and Technology
Markus P. Zimmer, Institute of Information Systems
Matthias Werner, Leuphana University of Lueneburg
Paul Drews, Leuphana University of Lüneburg

12:00 AM

12:00 AM

Sales Forecasting under Promotions: A Dynamic Product Network Perspective

Xiao Zeng, The Hong Kong Polytechnic University
Hao Zeng, Xiamen University of Technology
Mengyao Fu, Deakin University
Chee-Wee Tan, Hong Kong Polytechnic University

12:00 AM

12:00 AM

Sensors and Sentinels: Hybrid Sensing for Ontological Alignment amid Nature’s Turbulence in a Power Plant

Godofredo Ramizo, EADA Business School Barcelona

12:00 AM

12:00 AM

Theory-Informed Dynamic Coupon Distribution via Graph-Augmented Offline Reinforcement Learning

Juntao Wu, University of Science and Technology of China
Hongfei Bao, Qmai Inc

12:00 AM

12:00 AM

Too Much to Process? Visual Information Competition and Sales Conversion in Short-Video Commerce

Zheyao Sun, Harbin Institute of Technology

12:00 AM

12:00 AM

When Data Work Runs Sideways: Sustaining Data as Assets Over Time

Stefanie Ulschmid, University of Bamberg
Thomas Kude, University of Bamberg

12:00 AM

12:00 AM

When Referential Standing Becomes Unsettled: Epistemic Trouble in Data Studies

Olivia Benfeldt, Copenhagen Business School
Maike Greve, Copenhagen Business School
Anika Schroder, IT University of Copenhagen
Sine Zambach, Copenhagen Business School
Ignacio Descazeaux, Department of Digitalization, Copenhagen Business School
Carsten Sorensen, Department of Digitalization, Copenhagen Business School
Arisa Shollo, Copenhagen Business School

12:00 AM

12:00 AM

Why Do Organizations Hesitate to Participate in Data Spaces? An Empirical Study of Adoption Intentions

Jannis Kolb, LMU Munich School of Management
Johann Kranz, Ludwig-Maximilians-University Munich

12:00 AM