Submissions from 2026
When AI Competes, Humans Engage More: Human–AI Competition and Counselors’ Responses in Online Mental Health, Qiang Cao and Jiaqi Zeng
How Much AI is Good for ESG? A Dynamic Capabilities View on the Curvilinear Impact of AI on Corporate ESG Performance, Aihui Chen and Jingping Ma
Measurement and Driving Mechanisms of Digital Inequality across Chinese Provinces, Boqiang Chen and Mo Hai
Exploring the Impact of AI-Generated Review Summaries on Consumer Satisfaction: From the Perspective of Attribution Theory, Fangyi Chen, Hui Yuan, and Na Jiang
An Economic Analysis of Traffic Purchase Behavior in Live Streaming E-commerce: A Two-Stage Dynamic Pricing Sales Strategy, Jianjian Chen, Xin Chen, and Nan Yuan
An AI Literacy Framework and Development Pathways for Job Seekers: A Subjective Exploration Using Q Methodology, Liang Chen, Zhiyang Wei, Jinao Zhang, and Wuyang Su
The Boundaries of Mode Selection: Free, Paid, and Hybrid Models, Pengyu Chen, Jixuan Cao, Xu Liu, and Yan Yang
Co-opetition Games and Strategic Choices of Long-Form and ShortForm Video Platforms, Pengyu Chen,; Keke Huang; Xu Liu; and Hefeng Zhang
Whose Voice Works Better? How Corporations and Entrepreneurs Generate Social Media Content and Shape Consumer Engagement, Yinjiao Chen and Yiwen Shen
Stability Over Novelty:A Data-Driven Framework for Prioritizing User Requirements in Generative AI Apps, Yuangao Chen and Lingling Huang
Subjective-Objective Fusion in Decision Support: A RAG-Enhanced AHP-TOPSIS System for Coal Gangue Disposal, Zilin Chen
It's Not What You Say, but How You Say It: The Impact of Communication Strategies on Advice Adoption, Ding Cui, Zhe Yang, Wenchao Du, and Yabin Yang
LLM-MDFIN: Large Language Model-Enhanced Multi-Dimensional Feature Interaction Network for Course Recommendation, Weiwei Deng, Xiaoyue Lin, Han Chen, and Chaobo He
The Impact of AI Awareness on Knowledge Workers' Proactive Innovation Behavior, Fengqin Diao, Xingrui Du, and Xianqiu Cao
Link Prediction of Science Disciplines& Large Language ModelApplications in Bipartite Network, Honghao Ding, Chaocheng He, and Renxian Zuo
Cognitive Gains or Affective Exhaustion: The mechanism of Research Creativity in the context of Generative Artificial Intelligence (GAI), Xiaoyan Ding, Hangyu Liu, Song Kai, and Song Le
A Study on the Relationship between Supply Chain Digital Traceability and Customers’ Willingness to E-shopping Food, Jiahui Dong, Minjin Zhong, Yongtao Zheng, and Bin Wang
A Study on the Adoption Behavior of Digital-Intelligent Interactive Health Products Among Elderly Consumers, Zerui Dong, Wenjing Shi, and Jingya Xu
Unraveling the Shared and Differential Mechanisms Underlying Information Systems Continuance and Discontinuance: A Systematic Review and Meta-Analysis, Jiaxin Du and Yongqiang Sun
How Augmented Reality Drives Rewatching Intention in Sports Broadcasts: The Roles of Viewers’ Perceived Values and Sport Involvement, Zhao Du and Ziyan Deng
Enhancing Human Performance in AI Delegation: The Role of Explainable AI (XAI) Types and Collaborative Task Message Framing, An Feng and Xinxue Zhou
Content Features Generated by AI Agents and User Response in Social Media: A Case Study of Weibo, Xiaodong Feng, Yuting Zhu, Jiayi Du, and Shuqi Yang
Generate or Discriminate? A Strategic Tool for Content Creators to Leverage AI Technologies under Network Effects, Wenyi Fu, Hongxin Liu, Yuan Chen, and Zhiyong Li
AI-Driven Lightweight System for SMEs Supplier Management Design Science for Transformative Decision Support, Zhenfeng Ge and Meiling Hong
Beyond “Be Unique”: How Category Text Homogenization Conditions the Value of Description Distinctiveness, Honghui Guan, Ming Li, and Yuan Gao
Privacy Risk and Governance for Generative AI in Global E-Commerce: A Systematic Review and Operational Framework, Jiayi Gu and Jiacheng Zhang
Livestream Selling: Navigating Conversion-Enhancing, New-Traffic, and Cannibalization Effects, Wen He, Minhui Hu, Liming Liu, and Shuang Yang
Factors Influencing AIGC Service Failure and Recovery: A MetaAnalysis, Niying Huang, Yujie Rao, and Quan Lu
The effects of BOPS cooperation on advertising and pricing decisions in omnichannel retailing, Jiao Hu, Li Li, and Xiang He
Product Innovation Mechanisms in Open Innovation Community: Based on BERTopic Topic Model, Mengyao Hu, Bo Shen, and Xiangmei Zuo
How Value Signals and Processing Costs Shape Livestream Traffic: An Information-Foraging View of Short-Video Commerce, Pengxiang Hu, Tianyun Xie, Surong Yan, Lu Wang, and Yuangao Chen
From SEO to GEO: A Study on the Applicability of Traditional Search Engine Optimization Metrics to Generative Search Engines, Ran Hu and Yanli Pei
Drone Delivery in Urban and Rural Last-Mile Logistics within the Low-Altitude Economy: An Agent-Based Modeling Study, Yuna JEON, Chaemin JUNG, Gyuin JEONG, and Younghoon CHANG
Social Presence and Users' Intention to Use Social Commerce Websites: The Roles of Cultural Identity and Cultural Difference, Fengle Jia, Shangui Hu, and Shankuo Xiong
A Hybrid KG-LLM Framework with Retriever Fine-Tuning for Digital Campus Architecture Maturity Evaluation, Luting Jiang, Chunming Wu, and Zhen Zhu
Effects of AI-Generated Content on Users’ Continuance Intention to Consume and Provide Information in Online Communities, Rui Jiang, Hao Shi, Shixuan Fu, and Binchang Liu
The Effects of R&D Investment on the Revenue Stall Risk in Chinese A-share Manufacturing Firms, Yiwen Jiang and Nan Zhang
Agent-based Simulation of Social Network Influence on Job Search Within Career-oriented Social Platforms, Zhuoyan Jian, Chaocheng He, Renxian Zuo, and Fuzhen Liu
LLM-Driven Route-Specific Process Model Generation from Documents for Sea-Rail Intermodal Transportation, Wenhao Jia, Ying Wang, and Lei Huang
Immediate Feedback Not Always Optimal: Interactive Effects of MOBA Game Communication System Affordance and Feedback Immediacy on Purchase Intention, Yihua Kong and Nan Wang
Telecom Churn Prediction: A Cultural and Imbalance-Aware Framework, Patrick Koomson and Yan Wan
From Channel-Driven to Narrative-Driven Agricultural Sales: Exploring Affective-Behavioral Asymmetry via UGC Topic Modeling and Configurational Analysis, Feiran Liang, Jingting Qian, Jing Yang, Yujie Yu, Xingyu Wu, Xiang Shu, Junhao Jiang, and Yijiang Jiang
Uncovering the Causal Asymmetry of Streamer Discourse in Rural Promotional Livestreaming via LDA and fsQCA, Feiran Liang, Xiang Shu, Jing Yang, Yujie Yu, Xiaoting Wu, Lizhen Yu, Kun Lin, and Huiru Li
The Mechanism Influencing of Online Health Information Adoption Intention Among Rural Residents, Chaofeng Li, Yuewen Wang, and Hexuan Chen
Research on the Impact of Perceived threat of Recommendation Algorithms on Users' Privacy Protection Intention in Social E-commerce Platform, Chaofeng Li, Yuran Wu, and Hang Xu
Prioritizing Humanoid Robot Functions in Libraries from a User Satisfaction Perspective, Chenglong Li, Liu Xu, and Huan Chen
Are Users Being Told Enough about Ethics? A Content Analysis of Informed Consent in China's Leading GAI Products, Chenglong Li, Yiqu Zhou, Liu Xu, and Wenxin Yu
Understanding Human–AI Collaboration Modes in Knowledge-Intensive Crowdsourcing: Cognitive Mechanisms, Team Performance, and Design Implications, Fangzheng Li, Xicheng Yin, and Li Li
Information Strategies in Platform Competition, Haohao Li, Luning Liu, and Weitao He
Incentive Misalignment in Platform AI Investment: The Role of Revenue Sharing and Technology Type, Jiajie Li, Hongxin Liu, Yuan Chen, and Zhiyong Li
Physician Peer Communication in Online Communities: Visible Cues, Social Comparison, and Participation Behaviors, Jiayi Li, Xitong Guo, and Tianshi Wu
Too Many Choices? Vendor Proliferation and Employer Utility in Crowdsourcing Platforms, Xinlan Lin, Xiaolun Wang, Wei Zhong, Yu Yuan, and Junying Lin
Quantifying Corporate Exploitation for Policy Opportunities in the New Energy Vehicle Sector via LLM Semantic Mining, Qiboya Li, Jiabei Mu, Zhicong Zhu, Ye Tang, Yuhan Yang, and Zhen Zhu
Navigating Dual Pathways: How Property Quantity Moderates Cue-based Choices in the Platform Economy, Fuzhen Liu, Zijie Wei, Zhijie Yu, Chaocheng He, and Mingyu Zheng
Data Assets, Artificial Intelligence Applications, and Corporate Innovation Performance—An Empirical Study Based on Data Network Effects, Jie Liu, Yuxue Yang, Nianxin Wang, and Shilun Ge
The Impact of AI Cognitive Dependence on Humanities and Social Sciences Students: A Grounded Theory Study, Tong Liu, Yuan Gao, and Juan Luo
The Impact of Government Subsidies on E-Retailing Strategies: A Double-Edged Sword for Retailers?, Xiaomin Liu, Yanping Guo, Chaofan Yang, and Bingqing Xiong
Study-with-Me Livestreams and Learning Persistence: A BodyDoubling Framework, Xin Liu, Fang Wang, Shan Wang, and Yanli Pei
The Structural Evolution and Collaborative Mechanisms of China's Data Asset Policies: A Systematic Analysis Based on a Three-Dimensional Framework, Xinyu Liu, Jun Yin, Shilun Ge, and Liying Yao
The Impact of Algorithmic Transparency on the Work Engagement of Food Delivery Gig Workers: A Perspective of Algorithmic Control and Resistance, Yue Liu and Bo Yang
The Impact of AI-Generated Summaries on Customer Ratings, Zhecheng Liu, Kailin Zhu, Ruting Jiu, Fei Wang, Fang Wang, and Shan Wang
The Effects of Mouth Movement Manipulation on Human Performance in Detecting Deepfakes, Xue Li and Zhiying Wang
When Private GenAI Agent Meets Public Mutual Aid: Evidence from an Online Mental Health Community, Yiqing Li and Yu Tong
After the Opinion-policy Link: How Responsive Policies Influence the Re-expression of Public Opinion, Zijia Li, Luning Liu, and Yupan Zhao
Easy to Enter or Easy to Exit? Investigating the Role of Ad Fluency Location in Shaping User Attitudes toward Embedded Ads in Short Videos, Rui Luo, Bo Yang, and Yongqiang Sun
Unpacking the Pathways: How Refund-Without-Return Policies Drive Consumer Unethical Behavior, Xiaopeng Luo, Fan Yang, Meng Du, and Qiongwei Ye
AI Technology, AI Narratives, and Innovation Resilience of Digital Enterprises, Haiyan Ma, Juan Yi, and Heying Zhou
Joint Pricing and Product Attribute Competition under Discrete Choice Demand: Structural Properties and Equilibrium Analysis, Jun Ma, June Dong, and Yiliu Tu
The Nexus of Liberty and Innovation: More Constraints on Government Power, Higher Government AI Readiness?, Qikai Ma, Yang-Jun Li, Jicheng Zeng, Qiuyi Li, and Ziyang Shen
Effects of Smart Logistics Policy on Corporate ESG Performance, Zixin Ma, Yu Duan, Lixin Cui, Zhipeng Cui, and Lu Bai
How Product Review Short Videos “Plant Seeds” in Gen Z? A Dual-Pathway Exploration of Persuasive El-ements, Mental Imagery, and Perceived Usefulness, Xiaoren Mei, Yuman Zhuo, Hui Zhou, and Yihan Wang
Investigating AI’s Role in Driving Innovation and Operational Performance of China’s Top Manufacturers, Liang Mohan and Xing Wan
The Impact of Digital Transformation on Enterprise Total Factor Productivity, Jiangtao Mu, Linlin Zhao, Yong Wei, and Yanqiong Guo
Research on the Relationship between Digital Infrastructure and Regional Innovation Capability, Shentao Pan and Yuangao Chen
Discouraging the Crowd, Motivating the Expert: The Differential Effects of Feedback Inequality in Crowdsourcing Contests, Chen Peng and Luning Liu
How AI Capabilities Shape Supply Chain Performance, Guangqian Pen, Yimei Zhang, and Chunyang Xu
Understanding the Spatial Spillover Effects of the Digital Investment on Urban Tourism Development: Evidence from the Yangtze River Delta Urban Agglomeration, Shenshen Qin, Yiwei Gong, and Jiajun Ma
Predicting Review Helpfulness via Semantic-Anchor Denoising and Partitioned BERT: An Exploratory Analysis of Behavioral Signals, Ziyang Shen, Yanxi Chen, Yufei Weng, and Lin Jia
The Impact of Public Atmosphere on Willingness to Fact-Check AI Deepfakes: An Eye-Tracking Experiment, Runhan Shui and Zhiying Wang
Leveraging GenAI for Data Exploration in Fast-Paced Project Environments: A Design Science Research Approach, Aleksi Sintonen, Yong Liu, and Yanqing Lin
The Impact of Brand Short Video Types and Duration on User Engagement and Purchase Behavior, Jingqi Su and Nan Wang
How the Data Unstructuredness and Dynamics of Responses Influence Patient Satisfaction in LLM-based Online Healthcare Consultations, Jingwen Sun, Xusheng Wu, Wenzhe Liang, and Chenwei Li
How can an aging-technology inclusive environment eliminate older employees’ resistance to AI-induced change, Linping Sun and Changyu Wang
An RFM-based Customer Segmentation Method for E-commerce Using K-means Clustering, Xiaowen Sun and Qing Xia
Unpacking the ethical drivers of consumer continuous usage intention toward generative AI in digital commerce, Wenshuai Su, Sung-Byung Yang, and Ruifa Zhou
The Readability Paradox: How Medical Large Language Models’ Interaction Content Influences Physician-Patient Relationships Through Perceived Usefulness?, Xiaofan Tang, Hua Liu, Jinmei Yin, and Yike Xu
Complementarity or Alignment? The interplay between algorithmic evaluation and employer evaluation on digital labor platforms, Fei Wang, Ao Cheng, Ruting Jiu, Kailin Zhu, and Feiyan Lin
How Startups Grow Through Co-evolution of Business Model Innovation and AI Capability Development, Hongyu Wang and Xing Wan
Empathy of AI Diagnostic Assistant and Service Satisfiction: A Moderated Dual Mediating Model, Qianshan Wang, Chenwei Li, and Xusheng Wu
Replace or Reinforce? Generative AI’s Competitive and Complementary Roles in Financial Analysis, Xiangyu Wang and Shengli Li
More Than Presence: How Emoji Placement and Intensity Shape Approval and Social Engagement, Xixi Wang and Nan Zhang
Structural and Linguistic Congruence in AI-Generated Review Summaries: Effects on Consumer Purchase Intention, Yaru Wang, Liangqiang Li, Zhendu Zhao, and Jinxu Li
Enhancing Insurance Fraud Detection with Retrieval-Augmented Large Language Models, Yinghui Wang, Guowen Li, and Ning Zhang
An Interpretable Proposition-to-Requirement Mapping Approach for ESG Greenwashing Detection, Tianxiao Wu, Qingan Li, and Xiling Cui
Modeling Heterogeneous Agents with LLM:A Data-Driven Generative ABM for Platform Economy Industrial Policy Diffusion, Yidi Wu, Yuhang Huang, and Meixuan Li
The Impact of Short video Content Characteristics on Impulse Purchase Intention: From the Perspective of Inspiration Elicitation, Ziyi Wu, Yi Cui, and Muyang Zhang
Platform-Governance-Oriented Risk Identification for AIGC Advertising Text, Huosong Xia and Zhao WeiJie
A Novel Federated Learning RL Model in the Privacy Trade-offs Perspective, Huosong Xia and Wenjing Yang
Privacy-Preserving Decision Model for E-commerce Pre-sales Recommendation: Causal Trade-off Between Utility and Risk, Huosong Xia and Ningjie Zhang
Strategic Deployment of AI and Human Recommenders, Tian Xiao