Articles
AI Adoption and Firm Value: A Comparative Study of Chinese FinTech Companies, Yuanting Xia, ABM Rahman, and Ning Zhang
AI-Assisted Trust-Centric Growth in FinTech Platforms: Evidence from Indonesia, Yufei Chen and Jie Yang
AIGC-Enabled Form Design of Special-Shaped Cultural Brush Racks: Evidence from an SOR–SEM Framework, Xue Gong, Lei Zhang, Qing Zhang, Shuren Luo, Kai Zhang, and Juan Xu
AI Ingratiation in Content Generation: A Dual-Pathway Model of Intimacy and Authenticity, Xiaochen Liu, Lu Chen, and Shouwang Lu
AI Recommendation Design in Social Media: Trust, Privacy, and Purchase Intentions among Gen Z Users, Lawrence Valencia and Kailing Deng
A Large Language Model-Based Implementation of the Proposition-to-Requirement Mapping Framework for ESG Greenwashing Detection, Qingan Li, Tianxiao Wu, and Xiling Cui
Algorithmic Pricing and Platform Competition: The Substitutability of Discrimination Intensity under Behavior-Based Price Discrimination, Mujiang Deng, Jun Wang, and Jie Luo
Aligned Emotions, Enhanced Donations: Multimodal Emotional Consistency and User Behavior on Digital Charity Platforms, Dongyu Chen, Qian Zhang, Chenrui Zhang, and Xiaolin Li
Analysis of AI E-Commerce Development Strategies Based on Topic Clustering, Ji Luo, Yanling Xu, and WenBo Peng
An Analytical Framework for Science and Technology Innovation Policy Based on Policy Knowledge Graphs, Patent Collaboration Networks, and HGT Heterogeneous Graphs, Yan Tu, Jin Zeng, and Yi Ouyang
Anthropomorphic Characteristics of Digital Human Streamers and Their Impacts on Purchase Intention in Live-Streaming E-Commerce, Hong Guo and Shang Gao
Anthropomorphism and Relational Ontology of Purchase Intention in Generative AI Use: Insights from Mind Perception Theory and the Computers as Social Actors Paradigm, Jao-Hong Cheng and Li-Ming Wang
A Privacy-Preserving Framework for Multi-Party Data Collaboration in Sea-Rail Intermodal Transport, Tianyu Wang, Xinze Zhao, Minzhen Huang, Xiaolei Lin, Ying Wang, and Xiong Zhang
Are Rational Posts Always Suitable for Virtual Influencers? The Role of Destination Brand Personality, Yuan He, Zhimin Zhou, Xiaoxuan Guo, and Imane Sbai
A Study on the Formation Mechanism of Consumers’ Impulsive Consumption Behavior on E-commerce Platforms Based on the Similarity-Attraction Theory, Pengxi Huo and Xiuquan Deng
A Study on the International Communication Effects of SD-WAN Dedicated Lines within Cross-Border E-commerce, Zihao Wang and Tonghe Tan
Balancing Accuracy, Efficiency and Interpretability: A Comparative Review of Text Classification Paradigms, Yu Meng, Xiling Cui, Libo Liu, Man Ching Yuen, Xinyi Yu, and Yida Song
Baseline Requirements and Priority Analysis of Service Etiquette for AI E-Commerce Shopping Assistants: An Integrated Study Using CIT and AHP, I-Ching Chen and Ting Luo
Beyond Eye-Tracking: EEG Evidence for Differential Attentional Processing of LED and Projected Sports Venue Signage, Chia-Chan Chang, Simon Chadwick, Jie Liu, Hongying Zhang, and Jinming Zong
Beyond the Green Premium: A Discrete Choice Experiment on Tourists’ Multi-Attribute Preferences, Haihui Han, Wenjing He, and Rui Wang
Breaking LLM Pricing Collusion via Asymmetric Update Frequencies, Haoyu Dong, Yuxin Geng, and Xingru Chen
Buy Now or Miss Out: Heuristic Cues, FOMO, and Competitive Arousal in Livestream Commerce, Quyet-Tien Nguyen, Khanh-An Vu, Ngoc-Hue Nguyen, Viet-Thang Mai, Thuy Linh Dinh, and Duc-Anh Duong
Complement or Substitute? Optimal Combination of Heterogeneous AI Support Tools and Monetary Incentive Strategies for Competitive UGC Platforms, Jie Luo, Jun Wang, Mujiang Deng, and Rongxuan Zhuang
Complex Structural Equation Modelling: Comparing Single Indicator Latent Composite Variants to Optimal, or Full-Parameter Models, John R. Hamilton and IMade Sukresna
Configurational Paths of Digital Intelligence Empowering Corporate Green Innovation Performance, Xun Zhang and Yan Zou
Construction and Verification of an Incentive-Compatible Dynamic Data Sharing Mechanism for AI-Driven E-Commerce Platforms, Xiaoman Guo, Tian Tian, ABM Munibur Rahman, Minghua Xiao, and Zhi Li
Couples’ Joint Holdings and ESG in Family Firms, Cailin Sun
Cryptography-Based Large Language Model Watermarking and Its E-commerce Applications, Tong Sun, Maoning Wang, Zhiyuan Sui, and Meijiao Duan
Depth or Breadth? The Impacts of Monetary Incentives on the Direction of Free Knowledge Contributions, Tuotuo Qi, Xinxue Zhou, and Tianmei Wang
Digitalizing Industry-Education Integration: A China-Bangladesh Luban Workshop Model for Cross-Border Vocational Education Ecosystems, A B M Munibur Rahman, Zhan Zhan, and Yuan Ting Xia
Digital Transformation and Innovation Efficiency: A Longitudinal Study of Policy Structure and Resource Allocation in Beijing (2015-2025), Yan Tu, Yi Ouyang, and Jin Zeng
E-Commerce Phishing Attack Detection with Two-Stage Feature Selection and Performer Architecture, Xu Chen, Hao-Ran Yang, Yi-Chi Zhang, and Ren-Qian Zhang
Examining the Impact of Residents’ Perceived Value on Continued Usage of Smart Community Service Platforms: Evidence from China, Hong-Mei Guo, Ming-Hua He, Xu-Hong Ying, and Xin-Yang Chen
Exploring Reverse Logistics: A TRLI-S-B Model Analysis Based on Information, Emotion and Perceived Uncertainty, Duqun Lu, Qiyu Bao, Jinao Zhang, and Jiping Wang
Feeling the Fault: How Motivation-Driven Emotions Shape Blame Attribution in Semi-Autonomous Driving, Kun Yu, Dongli Zhang, Hongyu Gao, Zekun Zhao, and Xinshang You
From Alignment to Symbiosis: The Theoretical Logic of AI-Enabled Personalized Teaching in Higher Education, Hui Mou, Meng-Meng Tian, and An-Na Guo
From Digital Technologies to Employees’ Innovation in Workplace: A Conservation of Psychological Resource Perspective, Ruihan Zhong and Yan Yu
From Institutional Design to Cognitive Focus: A Study on the Cross-Level Generation Mechanism of Original Innovation Capability in New-Type Research and Development Institutions, Yumo Zhou, Wanqi Lin, Xincan Liu, Zimeng Wang, and Yan Tu
From Passive Recipients to Active Prosumers: A Rapid Qualitative Analysis of the Need Gratification Process of Silver Hub Users, Chun Hei Cheung, Yifan Li, and Christy M. K. Cheung
Game Analysis and Simulation on the Collaborative Low-Carbon Transformation of Packaging Supply Chains in the Digital Era, Jing Peng, Jinfeng Zeng, and Xiaoqin Fu
Gender Bias: Student Evaluations of Female Academics in IT-Related Fields, Grace Yuekun Gao, Bobby T.K. So, and Christy M.K. Cheung
How “AI Info” Labels Influence Social Media Posting Behavior? Evidence from Instagram, Pengkun Wu, Yuanxi Liu, Yuanyuan Wu, and Yang Liu
How AI Is Transforming Education: Toward a Symbiotic Relationship among AI, Teachers, and Students, Xu Fang, Zhiyi Liu, Hanshuo Yang, and Yongqiang Luo
How Digital Transformation Reduces Corporate Debt Financing Costs: The Roles of Customer Concentration and Institutional Investors in China’s A-Share Market, Xuan Zhang, Jingjing He, and Yaping Wang
How Do Artificial Intelligence Applications in Hotels Influence Customers’ Perceived Value and Satisfaction? Evidence from a Customer Perception Theory Perspective, Han Cheng Chang, Chiung Ying Wu, Zihan Chen, and Jinghui Chen
How Does Perspective-Taking Inspire Innovation? The Chain Mediating Role of Customer Empowerment and Regulatory Focus in Hotel Service Innovation, Cheng-Jin Li, Hao-Ran Ji, Yong Huang, and Le Ding
How Multi-Round Crisis Response Paths Shape Public Judgment and Public Opinion Dynamics, Jie Luo, Sungil Seok, and Juan Feng
Impact of Budget Structures and Disclosure Strategies on Charitable Crowdfunding Performance, Yiwen Yang, Dongyu Chen, and Kyle Li
Improving Multi-Role Intelligent Customer Service Workbenches in Enterprise Settings: A Grounded-Theory-Informed Design and Formative Evaluation, Kaiqiang Sun, Guangyu He, Rui Liao, Weixi Li, and Lei Liu
Investigating the Impact Mechanism of AIGC Technology Capability on Project Management Performance Perception, Duqun Lu, Qian Zhang, and Jie Dai
Investigating the Role of User Diversity in Domain Survival: A Comparative Study of .com and .ai Websites, Buraj Patrakosol
Invisible Cultivation at the Edge: An Exploratory Study of Shadow User Innovation and Information Farming in Enterprise GenAI Adoption, Runzhe Wang, Xinyuan Lu, Xueqing Wang, and Rui Zhu
Islamic Fintech Readiness: A Knowledgeable Complex CB-SEM Bank Officer Study, Singwhat Tee, Dil Nawaz Hakro, and John R. Hamilton
IT Investment and Firm Performance: A Multi-Technology, Multi-Industry, and Multi-Level Perspective, Zhijing Wu, Yunjie Xu, and Kun Zhang
Knowledge Graph-Driven Research on Information System Vulnerability Identification and Intelligent Management, Yuxiang Dong, Boyan Qian, Bowei Xiang, Xiong Zhang, and Weihua Li
Machine Learning-Based Depression Prediction in Older Adults: A Scoping Review of Modeling Approaches, Risk Factors, and Validation Strategies, Xi Zhou, Jue-Ni Lyu, and Christy M. K. Cheung
Mapping GenAI-Enabled Technical Features to Player Needs in Digital Games: A Needs-(Dis)Affordances-Features Framework, Yake Yang, Fangzhan Lin, Ke Xu, and Zhongyun Zhou
Mining Innovation Information from Social Media: An Improved Autoencoder with Attention Mechanism, Yongkang Wang, Xiling Cui, Qiang Zhou, Yingxuan Zhang, and Ruoqing Zhang
Mobile Payment Users’ Protection Behavior against Financial Fraud: The Effects of Trust, Perceived Ease of Use, and Perceived Behavioral Control on User Behavior, Eldon Y. Li, Rui-Yan Hong, and Guan-Wei Huang
Monetary Incentive Visibility and Knowledge Contributions: Direct and Spillover Effects, Tuotuo Qi, Tianmei Wang, Jian Tang, and Xinxue Zhou
Not All GenAI Disclosures Are Alike: How the Stage of GenAI Involvement Shapes Purchase Intention for Digital Games, Fangzhan Lin, Ke Xu, and Zhongyun Zhou
Open Authorization and High-Quality Operation in Public Data Authorized Operation: An Evolutionary Game Analysis, Shi-jie Zhao, Jing Li, and Li Li
Pet-Only or Pet-and-Owner? The Dual Effects of Owner Presence in Pet Influencer Marketing, Quyet-Tien Nguyen, Trung Thanh Tran, Thi Lan Nghiem, Minh Trang Khuat, Ngoc Phuong Linh Hoang, and Thuy Ngoc Nguyen
Privacy Literacy and Protective Behavior: Unraveling the Psychological Mechanisms, Xiaojuan Hu
Product-Plot Fit in Short-Drama Commerce: A Narrative Affordance Perspective on Platform Engagement and Consumer Judgment, You You Zuo, Jiayi Zhou, and Luyao Wang
Psychological Capital and Opportunity Recognition in E-Commerce: The Moderating Role of Environmental Dynamism, Xiao Mo and Xixian Li
Quantifying Supply-Side Friction in Platform Governance: A Natural Experiment on Amazon’s Quality Mandate, Chak Wai So, Xuming Zhang, Yinghao Liu, and Xin Xu
Realizing Digital Value through Dual Capability Reconfiguration: An Affordance-Based Perspective, Yingzhao He, Xiaoyu Wang, and Wanting Guo
Research Hotspots and Fractures in Data Pricing Based on High-Quality AI Data Supply: Visual Knowledge Graph Analysis Based on CiteSpace, Xinyue Hu, Keran Duan, and Manman Qin
Research on AI Driven Innovation Platform for Aging Adaptation of Old Residential Areas, Tie Ma, Zhibo Wang, Xinyi Liu, and Meimei Xia
Research on Human-AI Collaboration Based on BERTopic: Exploratory Thematic Mapping and Evolutionary Analysis (2020-2025), Yang Zhao, Na Li, and Shuai Chen
Research on Innovation and Risk Prevention of Supply Chain Financing Model Based on Data Asset Pledge, Hangyu Yi, Adam Tamir, Quan Yuan, Jialin Xu, and Yaqin Dou
Research on Innovative Design Strategies for Nanjing Brocade Elements in Cultural and Creative Products from the Perspective of Intangible Cultural Heritage Revitalization, Xin Liu, Yao Wang, and Fan Fei
Research on the Construction of Lifelong Learning Platform from the Perspective of Silver Economy: Empowerment Path of Cross-border E-commerce Skills for the Elderly in Smart Elderly Care Scenarios, Xueqiang Luo, Bin He, and Yingying Cai
Research on the Design of an Emotion Recognition Tool Selection Framework, Long He, Kaiqiang Sun, Yu Yao, and Mingfang Zhang
Research on the Value Creation of Data Assets in Applied Universities from the Perspective of the Entire Life Cycle, Lanyu Gao, Yaqin Dou, Chunyi Dong, Zhihan Fan, and Yuhan Chen
Reshaping Fintech Service Ecosystems, Li-Min Deng, Yong-Mei Cui, and Wen-Chi Ying
Sales Mode Selection with AI-Generated Review Summaries in Dual-Channel Supply Chains, Jia-Yao Zhao, Lin Wang, Zhi-Yong Li, and Hong-Xin Liu
Security Authentication as Protective Friction: Understanding the Dual Effects of Authentication Measures in E-Government Platform, Jianshan Pan, Zongyi Chen, Qiyou Lin, and Xiaofang Cai
Similar One: A Behavioral Equivalence Framework for Reverse Recommendation in Spatio-temporal Constrained Environments, Jia-Bo Zhao, Qiong-Wei Ye, Shuo Liu, Zhi-Lin Pang, and Yue Ma
Simulation-Based Impact Analysis of Introducing Recommender Systems in Blockchain Token-Incentivized Knowledge Communities, Xiaoying Xu, Zhihong Li, Xiaobin Zhong, and Jie Zhang
Spatial Dependence and Zoning-Related Price Differences in Urban Housing Markets: Evidence from New Taipei City, Ya-Wen Wu and Wei-Hsi Hung
Structural Features of Regional Competitive Networks in China’s Pharmaceutical Logistics Industry from a Digital Logistics Perspective: A Social Network Analysis of Four Major Economic Regions in 2019, Yalan Lei, Mei Yang, Hongxuan Liu, and Yumei Luo
Study on the Differences in Unsafe Driving Behaviors of Delivery Riders across Work Shifts and the Impact of Mobile Interactions, Zhenzhao Li, Linhui Sun, Yiming Chen, Jing Zhang, and Xiaofang Yuan
Successful Factors for Thailand Digital Lottery Application: Examining Buyer and Seller Perspectives on the Paotang Application, Latisha Yamrat and Peter Ractham
Systematic Design of Intelligent Base Station for Fishery Aquaculture, Li-jun Xu, Pan-min Ge, and Si-xuan Chen
Teacher Digital Competence Development in Application-Oriented Universities: A Mechanism-Oriented TPCA Professional Development Model, Ying Wang, Zhan Zhan, A.B.M. Munibur Rahman, Ziying Zhao, and Jinghan Qi
The AI Generated Content Persuasion: What Drives Purchase Intention on Short-Form Videos in China, Thailand, and Vietnam?, Dac Trung Huy Nguyen, Thi Xuan Ly Nguyen, Dinh Ngoc Tram Pham, Thi Ky Duyen Duong, and Vuong Tuong Vy Hoang
The AI Storyteller Effect: How Integrated Chatbots Shape Backers’ Funding Decisions in Cultural Event Crowdfunding, Huanyu Feng, Lingfei Deng, Xiaochen Liu, Xianjiao Wu, and Xinqiong He
The Antecedents and Consequences of Psychological Ownership in Services, Zhulin Sun and Jin-Xing Hao
The Development Trajectory and Evolution Mechanism of the Innovation Ecosystem of the National Institute of Biological Sciences, Beijing (NIBS), Yan Tu, Shu Zhao, Junyao Wu, and Xiaohong Li
The Double-Edged Sword of Semantic Alignment: Nonlinear Effects of Title–Content Consistency on Social Commercial Performance, Shu-Qi Wang, Xiao-Dong Xie, Hong-Long Wang, Yu-Han Zhang, and Shao-Hui Wu
The Dual-Path Mechanism of Green Values and Environmental Information Disclosure on Green Consumption Behavior, Jing Tan, Mengyao Liu, and Rui Wang
The Effect of Agentic AI on Consumers’ Consumption Decisions in E-Commerce Context, Yikai Wang, Yue Guan, and Zhiyong Li
The Effect of Spatial Distance on Response Resource Allocation, Zili Zhang, Ze Tan, Rob Law, and Ziqiong Zhang
The Effects of GenAI Information Quality and Explainability on User Trust, Perceived Risk, Information Verification Intention, and Recommendations, Eldon Y. Li, Guan-Wei Huang, and Rui-Yan Hong
The Efficiency–Agility Paradox in Software-Defined Vehicle Ecosystems: Lessons from Nokia for BYD, Chung-Ming Wung
The Green Communication Paradox in Travel Videos: Divergent Effects of Multimodal Expressions on User Preference, Jing Yang, Hongde Liu, Taiming Wang, and Wenran Gao
The “Humanization” Paradox of AI Shopping Assistants: The Double-Edged Sword Effect of Social Presence Perception, Mingxin Sun, Yuhui Li, and Beiping Tan
The Impact of AI-Generated Content on Brand Image: A Dual Perspective of Algorithm Appreciation and Aversion, Mingxin Sun, Beiping Tan, Congyu Niu, and Xinyu Guo
The Impact of AI Virtual Influencers on College Student Purchase Intentions in Fashion Livestream Commerce, Thuy-Tien Nguyen, Wen-Ti Xu, Phuong-Anh Ha, Khanh-Toan Ly, Guo-Dong Fong, and Thi Mai Huong Nguyen
The Impact of Climate Risk Attention on Audit Fees in the Digital Economy: Empirical Evidence from Chinese E-Commerce Listed Companies, Sijia Zhong, Zhi Li, Ning Zhang, Zhao Bao, and Zhan Zhan
The Impact of Digital Divide on Older Adults’ Health Outcomes: A Literature Analysis, Jiayi Chen, Hao Song, Siyan Chen, Jueni Lyu, and Christy M. K. Cheung
The Impact of Digital-Real Integration on Green Total Factor Productivity in the Vegetable Industry: Evidence from a Typical County in Central China, Tian Tian, Xiaoman Guo, and Minghua Xiao
The Impact of GenAI Literacy on Consumer Decision-Making: A Moderated Mediation Model of Information Overload and Consumer Involvement, He-Ran Wen, Yi-Ming Guo, and Ze-Long Feng
The Impact of Older Adults’ Willingness to Use Online Consultation on Mobile Healthcare Platforms Based on the Elaboration Likelihood Model, Haoyang Lv and Fei Liu
The Impact of the Integration of Artificial Intelligence and Search Technology on Online Purchase Intentions, Meina Zhao
The Impacts of AI Recommendation Systems on User Loyalty in E-Commerce Platforms: Evidence from Gen Z Consumers in Ho Chi Minh City, Thanh Liem Nguyen, Trung Hieu Duong, Linh Thuy Trang Nguyen, Le Van Khanh Nguyen, Hoai An Le, and Xuan Huy Bui
The Influence of Metaphors and Social Interaction Design on Users’ Support Intentions on Charitable Donation Platforms, Manning Li, Lu Wang, and Xiaoying Li
The Interaction of Incentive Type and Intensity on Tourists’ Green Consumption Intention: A Dual-Mediation Model, Wenjing He, Haihui Han, and Rui Wang
The Linguistic Hierarchy of Trust in ESG-Oriented Crowdfunding: Integrating Signaling and Language Expectancy Theories, Jen-Yin Yeh, Kuo-Chuan Wu, and Yi-Xin Huang
Theoretical Mechanisms and Framework of Perceived Algorithmic Bias Affecting Human-AI Collaborative Decision-Making Performance, Qiong Jia and Yuxin Zhang
The Paradox of Anticipating “Disaster-Induced Expenditure”: A Study of Residential Consumption Behavior in the Wake of Earthquakes—Evidence from Western China, Jiayi Li, Xuedi Wang, Qi Shu, Junhao Liu, Murui Shan, and Liang Zhou
The Paradox of Efficiency: Teacher-Directed AI Misuse and the Burden of Busywork in Higher Education, Zhan Zhan, ABM Munibur Rahman, Weiguo Feng, and Jianhui Xiang
The Right Amount of “Human Touch”: The Curvilinear Effect of Embodied AI Agent Anthropomorphism on Consumer Usage Intention under Social Intrusiveness, Du Chen and Lin Hui Sun
Trust in AI-Assisted Newsvendor Decisions: Effects of Information Design, Yuxuan Zhang, Haohao Li, Feifan Ren, and Yue Li
Unilateral Cooperation: LLM Pricing in the Grip of an Extortioner, Junnan Li, Yuxin Geng, and Xingru Chen
Unlocking Breakthrough Innovation: The Impact of Knowledge Co-creation and Contractual Knowledge Protection, Areziguli Wubuli, Qi Huang, and Dan-ni Li
Unpacking the Experience Economy of Role-Playing Conversational AI: A Grounded Theory Analysis, Ke Xu, Fangzhan Lin, and Zhongyun Zhou
User Motivations and Two-Stage Shopping Cart Decisions: Evidence from Consumer Digital Footprint, Hongming Gao, Meiruo Zhang, Chenxiao Wang, Liwen Zhang, Xinlan Wu, and Kun Xie
Virtual vs. Human Streamers: The Influence of Streamer Type on Consumer Purchase Intentions, Tuotuo Qi and Haoliang Yu
When Data Meets Manufacturing: The Generative Logic of New Quality Productive Forces, Liyue Lu, Yalan Lei, Suxin Li, and Yumei Luo
Where Do LLMs Add Value in E-Commerce Shopping Advisors? A Stage-Based Comparison of Retrieval, Reranking, and Evidence Augmentation, Ming Li, Ying Luo, and Haoting Ye
Editorials
Preface, Eldon Y. Li, Jin-Xing Hao, and Choon-Ling Sia