Information Systems Research

Article	Citations
Lost Time in Crowdsourcing Contests	255
Understanding the Dynamic and Episodic Nature of Technostressors and Their Effects on Cyberdeviance: A Daily Field Investigation	253
Asymmetric Learning Effects of Chief Information Officer Outside Board Appointments: Cybersecurity Implications for Sender and Receiver Firms	246
Win by Hook or Crook? Self-Injecting Favorable Online Reviews to Fight Adjacent Rivals	119
Generalizing the Information Systems Artifact	96
Bid Shading in First-Price Auction: Nonstationary Bayesian Multiarmed Bandit Methods for Real-Time Bidding	93
Forced to Change? Media Exposure of Labor Issues and Firm Artificial Intelligence Investment	90
Does Virtual Reality Help Property Sales? Empirical Evidence from a Real Estate Platform	88
Team-Enacted Use vs. Developer-Needed Use of Agile Practices: How Perceptual (In-)Congruence and Team Feedback-Seeking Shape Developer Well-Being	83
Identification of Causal Mechanisms from Randomized Experiments: A Framework for Endogenous Mediation Analysis	82
Intellectual Diversity in IS Research: Discipline-Based Conceptualization and an Illustration from Information Systems Research	74
A Study of Ride-Hailing Platforms’ Business Models in the Presence of Surge Demand	72
Buy Online, Pick Up, or Deliver from Store: Why Would an Online Retail Platform with Third-Party Sellers Offer It?	69
Are You, You? Seamlessly Fighting Identity Fraud with Keystroke Dynamics	68
Juggling Information Technology (IT) Exploration and Exploitation: A Proportional Balance View of IT Ambidexterity	65
Bystanders Join in Cyberbullying on Social Networking Sites: The Deindividuation and Moral Disengagement Perspectives	63
To Partner or Not to Partner? The Partnership Between Platforms and Data Brokers in Two-Sided Markets	61
Research Spotlights	60
Content Exclusivity on Advertising Revenue–Sharing Platforms	60
Research Spotlights	59
Is Fitness Technology-Facilitated Social Comparison the Thief of Well-Being? The Mediating Role of Social Comparison on the Relationships Between Passion and Performance Self-Esteem	59
Editorial: Some Thoughts on Reviewing for Information Systems Research and Other Leading Information Systems Journals	56
Can Regulation Restore Authenticity? Evidence from Policies Against Online Review Suppression	55
Gender Gating? Addressing the Impact of Congestion on the User Experience for Women in Online Matrimonial Matching Platforms	55
A General-Purpose IT Intervention to Improve Human Decision Making, Strengthen Passwords, and Reduce Receptivity to Misinformation	52

Ontology-Based Intelligent Interface Personalization for Protection Against Phishing Attacks	52
A Hashtag Is Worth a Thousand Words: An Empirical Investigation of Social Media Strategies in Trademarking Hashtags	51
Artificial Intelligence and Firm Resilience: Empirical Evidence from Natural Disaster Shocks	51
Human vs. Automated Sales Agents: How and Why Customer Responses Shift Across Sales Stages	49
IT Knowledge Spillovers, Absorptive Capacity, and Productivity: Evidence from Enterprise Software	48
Online Food Delivery Platforms and Female Labor Force Participation	48
Uncertainty Reduction vs. Reciprocity: Understanding the Effect of a Platform-Initiated Reviewer Incentive Program on Regular Ratings	47
Leveraging the Digital Tracing Alert in Virus Fight: The Impact of COVID-19 Cell Broadcast on Population Movement	47
Transporting Causal Effects Across Populations Using Structural Causal Modeling: An Illustration to Work-from-Home Productivity	46
User-Generated Content Shapes Judicial Reasoning: Evidence from a Randomized Control Trial on Wikipedia	46
Who’s Watching TV?	46
About Our Authors	44
Deeper Down the Rabbit Hole: How Technology Conspiracy Beliefs Emerge and Foster a Conspiracy Mindset	43
How to Tell a (News) Story? Quantifying the Impact of News Format and Storytelling on Engagement	43
On the Same Page? What Users Benefit from a Desktop View on Mobile Devices	43
Follow Your Heart or Listen to Users? The Case of Mobile App Design	42
Punished for Success? A Natural Experiment of Displaying Clinical Hospital Quality on Review Platforms	42
Debiasing ML- or AI-Generated Regressors in Partially Linear Models	40
Monitoring and Home Bias in Global Hiring: Evidence from an Online Labor Platform	40
Acknowledgment to Reviewers (2022)	39
Do Reductions in Search Costs for Partial Information on Online Platforms Lead to Better Consumer Decisions? Evidence of Cognitive Miser Behavior from a Natural Experiment	38
The Next Frontiers of Digital Innovation Research	37
Getting Personal: A Deep Learning Artifact for Text-Based Measurement of Personality	37
Ontology-Based Information Extraction for Labeling Radical Online Content Using Distant Supervision	36
About Our Authors	35
Research Spotlights	35
Departmental Boundaries and Knowledge Sharing in Corporate Online Communities	33
Can Providing Algorithmic Performance Information Facilitate Humans’ Inventory Ordering Behaviors?	33
Reference Aware Delexicalization (RAD) Framework: Theory Driven Artificial Intelligence Modeling for Domain Generalization	33
The Evolution of Digital Platform Ecosystems: An Identity Domain Perspective	32
Omnificence or Differentiation? An Empirical Study of Knowledge Structure and Career Development of IT Workers	32
Which Enemy to Dance with? A New Role of Software Piracy in Influencing Antipiracy Strategies	32
Software Components and Product Variety in a Platform Ecosystem: A Dynamic Network Analysis of WordPress	32
When More Can Be Less: The Effect of Add-On Insurance on the Consumption of Professional Services	32
Explaining Sustained Blockchain Decentralization with Quasi-Experiments: The Resource Flexibility of Consensus Mechanisms	31
Do Non-monetary Virtual Gifts Enhance or Diminish Voluntary Paid Gifts? Evidence From a Video Game Live-Streaming Platform	31
A Theory of Information Compression: When Judgments Are Costly	30
Fun Shopping: A Randomized Field Experiment on Gamification	30
Pricing in Nonconvex Markets: How to Price Electricity in the Presence of Demand Response	30
Noisebnb: An Empirical Analysis of Home-Sharing Platforms and Residential Noise Complaints	29
A Natural Disaster Reshapes Prosocial Microlending	29
Agency Configurations in Generative AI Ideation: How Textual and Visual Idea Concretizations Shape Idea Creativity and Ideator Effort	29
The Secret to Finding a Match: A Field Experiment on Choice Capacity Design in an Online Dating Platform	28
Between Human and System Agency: Coping with Negative Incidents for Continued Effective Use of Wearables	28
Complementarity Between Investment in Information Technology (IT) and IT Human Resources: Implications for Different Types of Firm Innovation	27
Asymmetric Algorithm Aversion	27
Predicting Consumer In-Store Purchase Through Real-Time Video Analytics: An Advanced Computer Vision and Deep Learning Approach	27
Expl(AI)ned: The Impact of Explainable Artificial Intelligence on Users’ Information Processing	27
More Than a Bot? The Impact of Disclosing Human Involvement on Customer Interactions with Hybrid Service Agents	27
Editorial Board	26

Single-Sourcing vs. Multisourcing: An Empirical Analysis of Large Information Technology Outsourcing Arrangements	25
Adjusting Skillset Cohesion in Online Labor Markets: Reputation Gains and Opportunity Losses	25
Organizing for Software Product Development: The Effects of Team Structure, Product Complexity, and Cross-Team Coordination	25
Research Spotlights	25
Agent-Based Data Curation Practices: Customer Responses to Human versus Algorithmic Data Requesters in Established Business-to-Business Relationships	25
Sparking Innovation: The Effect of Inventor Gender Diversity on Recombinant Innovation	25
Pushing Yourself Harder: The Effects of Mobile Touch Modes on Users’ Self-Regulation	24
Editorial Board	24
Why Is the Grass Always Greener on the Other Side? Tourist Bias in Online Restaurant Ratings	24
Shedding Light on the Dark: The Impact of Legal Enforcement on Darknet Transactions	24
Ridesharing and Digital Resilience for Urban Anomalies: Evidence from the New York City Taxi Market	24
Evening the Odds in a Gendered Workplace: The Empowering Role of Knowledge Repositories	24
About Our Authors	24
Green Data Analytics of Supercomputing from Massive Sensor Networks: Does Workload Distribution Matter?	23
Routine and Innovative Use of Enterprise System: Intricacy of Change Management Levers, System Characteristics, and Regulatory Focus	23
How Network Embeddedness Affects Real-Time Performance Feedback: An Empirical Investigation	23
The Economics of Password Sharing	23
Does Mobile Technology Integration Enhance Complaint Resolution Efficiency and Equity? An Empirical Study of How an Omnichannel Approach Affects Speed of Resolution of Government Service Requests	23
Contextual Targeting in mHealth Apps: Harnessing Weather Information and Message Framing to Increase Physical Activity	23
Rethinking Gamification Failure: A Model and Investigation of Gamified System Maladaptive Behaviors	22
Business Value of Information Technology Capabilities: An Institutional Governance Perspective	22
The Janus Effect of Generative AI: Charting the Path for Responsible Conduct of Scholarly Activities in Information Systems	22
Decide Now or Later: Making Sense of Incoherence Across Online Reviews	22
When Sharing Economy Meets Traditional Business: Coopetition Between Ride-Sharing Platforms and Car-Rental Firms	22
Short-Form Videos and Mental Health: A Knowledge-Guided Neural Topic Model	22
When Does Beauty Pay? A Large-Scale Image-Based Appearance Analysis on Career Transitions	22
The Screening Role of Design Parameters for Service Procurement Auctions in Online Service Outsourcing Platforms	22
About Our Authors	21
The Effects of the FTC Policy and Affiliation Disclosures on Product Review Video Engagement: Evidence from YouTube	21
Digital Approaches to Societal Grand Challenges: Toward a Broader Research Agenda on Managing Global-Local Design Tensions	21
Mr. Right or Mr. Best: The Role of Information Under Preference Mismatch in Online Dating	21
Motion Sensor–Based Fall Prevention for Senior Care: A Hidden Markov Model with Generative Adversarial Network Approach	21
The Decoy Effect and Recommendation Systems	21
Beyond Digital vs. IT: The Untold Story of Their Relationship from an Organizing Logic Perspective	21
Revenue in First- and Second-Price Display Advertising Auctions: Understanding Markets with Learning Agents	21
Unveiling the Cost of Free: How an Ad-Sponsored Model Affects Serialized Digital Content Creation	21
Exaptation in Platforms: A Theory of Origins, Mechanisms, and Consequences	21
An Alternative Model of Brand Loyalty	21
Can Crowdchecking Curb Misinformation? Evidence from Community Notes	21
How Is Mobile User Behavior Different? A Hidden Markov Model of Cross-Mobile Application Usage Dynamics	20
Ripples of Emotion: Unraveling the Dynamics of Emotion Flows and User Engagement in Online Healthcare Communities	20
Dynamic Bayesian Network–Based Product Recommendation Considering Consumers’ Multistage Shopping Journeys: A Marketing Funnel Perspective	20
Counter-orchestration in Platform Ecosystems: How Complementors Forced Apple to Change Platform Rules	20
Navigating the Influencer Marketplace: Long-Tail Effects and Content Strategies	20
An Explainable Artificial Intelligence Approach Using Graph Learning to Predict Intensive Care Unit Length of Stay	20
Post-Earnings-Announcement Drift Prediction: Leveraging Postevent Investor Responses with Multitask Learning	20
Numerological Heuristics and Credit Risk in Peer-to-Peer Lending	20
Research Spotlights	20
Editorial: There Are Promises to Keep and Miles to Go Before I Leave…	19
Geographical Pattern of Online Word of Mouth: How Offline Environment Influences Online Sharing	19
Optimal Joint Assortment for an Omni-Channel Retailer	19
Promoting Security Behaviors in Remote Work Environments: Personal Values Shaping Information Security Policy Compliance	19
About Our Authors	19
Personalized Ranking at a Mobile App Distribution Platform	19
Living Up to Online Advice: How Health Platforms Influence Physicians’ Offline Practice	18
When Images Backfire: The Effect of Customer-Generated Images on Product Rating Dynamics	18
Sponsored Tasks and Solver Participation in Crowdsourcing Contests	18
The Differential Diffusion of Exchange and Utility Value Blockchain Tokens	18
Healthcare Across Boundaries: Urban-Rural Differences in the Consequences of Telehealth Adoption	18
Speak with One Voice? Examining Content Coordination and Social Media Engagement During Disasters	18
Programming Tasks Impact Responses to Moral Dilemmas for Novice Programmers	18
Opening First-Party App Resources: Empirical Evidence of Free-Riding	18
A Smart Ad Display System	18
When to Broadcast? Inventory Disclosure Policies for Online Sales of Limited Inventory	18
p-Hacking and Publication Bias in Design-Based Causal Studies in Information Systems	17
Knowing (Not) to Know: Explainable Artificial Intelligence and Human Metacognition	17
Informal Payments and Doctor Engagement in an Online Health Community: An Empirical Investigation Using Generalized Synthetic Control	17
Augmenting Social Bot Detection with Crowd-Generated Labels	17
Research Spotlights	17
To Brush or Not to Brush: Product Rankings, Consumer Search, and Fake Orders	17
Direct and Indirect Spillovers from Content Providers’ Switching: Evidence from Online Livestreaming	17
Seller Organization and Percentage Fee Design in the Daily Deal Market	17
About Our Authors	17
Interorganizational Systems and Supply Chain Agility in Uncertain Environments: The Mediation Role of Supply Chain Collaboration	16
Going Beyond Deterrence: A Middle-Range Theory of Motives and Controls for Insider Computer Abuse	16
A User Purchase Motivation-Aware Product Recommender System	16
Better to Give Than to Receive: Impact of Adding a Donation Scheme to Reward-Based Crowdfunding Campaigns	16
An Investigation of p-Hacking in E-Commerce A/B Testing	16
Is a College Education Still Enough? The IT-Labor Relationship with Education Level, Task Routineness, and Artificial Intelligence	16
The Influence of Media Capabilities on Knowledge Contribution in Online Communities	16

Proactive Resource Request for Disaster Response: A Deep Learning-Based Optimization Model	16
Analyzing the Impact of Public Buyer–Seller Engagement During Online Auctions	15
How Recommendation Affects Customer Search: A Field Experiment	15
To Claim or Not To Claim? Hidden Costs of Business Page Claiming	15
Better Is Better? Signaling Paradoxes in Performance-Based Advertising	15
The Effect of Voice AI on Digital Commerce	15
About Our Authors	15
Operation Dumbo Drop: To Airdrop or Not to Airdrop for Initial Coin Offering Success?	15
Emotionality in Political Social Media Communications: The Moderating Role of Audience Diversity	15
Lost in the Crowd: How Group Size and Content Moderation Shape User Engagement in Live Streaming	15
Editorial Board	15
Asymmetric and Contingent Value of Crowd Wisdom in Crowdfunding	14
How Information Technology Overcomes Deficiencies for Innovation in Small and Medium-Sized Enterprises: Closed Innovation vs. Open Innovation	14
Moving Consumers from Free to Fee in Platform-Based Markets: An Empirical Study of Multiplayer Online Battle Arena Games	14
The Attraction Effect in Crowdfunding	14
To Collect or to Purchase? Collaboration Between Manufacturer and E-Commerce Platform on Customization	14
Development Trajectory of Blockchain Platforms: The Role of Multirole	14
Digital Development: Reimagining Research Beyond ICT4D	14
Games People Play: Strategies to Develop and Release Online Games	14
Ephemeral State-Dependent Recommendation for Digital Content	14
Physical Stores as Warehouses for Online Channels: Implications for Channel Choices Under Competition	14
Integrated Decision Support for Disaster Risk Management: Aiding Preparedness and Response Decisions in Wildfire Management	13
Chat More and Contribute Better: An Empirical Study of a Knowledge-Sharing Community	13
Platform Loophole Exploitation, Recovery Measures, and User Engagement: A Quasi-Natural Experiment in Online Gaming	13
Smart Markets for Real-Time Allocation of Multiproduct Resources: The Case of Shared Electric Vehicles	13
Is Digital Reading Resilient to Air Pollution?	13
Strategic Best-Response Fairness Framework for Fair Machine Learning	12
The Interplay of Opinions and Behavior in Social Trading: The Dynamics of Early Cryptocurrency Adoption	12
The Effect of Gender Expectations and Physical Attractiveness on Discussion of Weakness in Online Professional Recommendations	12
Editorial Board	12
Impact of Own Brand Product Introduction on Optimal Pricing Models for Platform and Incumbent Sellers	12
The Indirect Disclosure Effect: How Disclosing Generative AI Use Impacts Human Creative Collaboration with AI	12
The Illusion of Authenticity in Online Reviews: Truth Bias and the Role of Valence	12
Consumer Acquisition for Recommender Systems: A Theoretical Framework and Empirical Evaluations	12
Healthcare Cost Prediction for Heterogeneous Patient Profiles Using Deep Learning Models with Administrative Claims Data	12
Information Asymmetry Among Investors and Strategic Bidding in Peer-to-Peer Lending	12
Strategic Throttling in Large Cloud Computing Platforms	11
Mobile Payment Adoption: An Empirical Investigation of Alipay	11
1 + 1 > 2? Information, Humans, and Machines	11
From Anonymity to Accountability: How Virtual Identity Disclosure Changes the Quantity and Quality of “Likes”	11
Augmenting Password Strength Meter Design Using the Elaboration Likelihood Model: Evidence from Randomized Experiments	11
An Examination of the Dynamics of Crowdsourcing Contests: Role of Feedback Type	11
Learning When Reading: Evidence from an Online Mobile Reading Platform	11
Know Where to Invest: Platform Risk Evaluation in Online Lending	11
How Costs Influence Preferences for Control in Generative Artificial Intelligence (GenAI): Human-Guided vs. GenAI-Based Delegated Search	11
Space Norms for Constructing Quality Reviews on Online Consumer Review Sites	11
The Path to Hedonic Information System Use Addiction: A Process Model in the Context of Social Networking Sites	11
About Our Authors	11
Balancing Acts: Unveiling the Dynamics of Post Removal on Social Media User-Generated Content	10
When the Clock Strikes: A Multimethod Investigation of On-the-Hour Effects in Online Learning	10
The Costs of Ambiguous Information Disclosure: On the Unintended Consequences of Providing Restaurant Hygiene Scores on Platforms in the United States	10
Personalized Privacy Preservation in Consumer Mobile Trajectories	10
Dynamics of Shared Security in the Cloud	10
The Hidden Costs and Benefits of Monitoring in the Gig Economy	10
When Is More Merrier? A Cloud-Based Architecture to Procure Impressions from Multiple Ad Exchanges	10
Push It Cross the Finish Line—Designing Online Interfaces to Induce Choice Closure at the Postdecision Prepurchase Stage	10
Token Incentive and Blockchain Developer Contribution	10
Consequences of Information Feed Integration on User Engagement and Contribution: A Natural Experiment in an Online Knowledge-Sharing Community	9
Threatened by AI: Analyzing Users’ Responses to the Introduction of AI in a Crowd-Sourcing Platform	9
Impacts of Reducing Visibility of Friends’ Liked Content on User Content Engagement Across Newsfeed Channels	9
When Gig Workers No Longer Gig: The Impact of California Assembly Bill 5 on the Online Labor Market	9
Navigating the Storm: Toward a Theory of IT Portfolio Diversity, Leadership Power, and Organizational Resilience to Major Shocks	9
About Our Authors	9
Editorial Board	9
Game for Brainstorm: The Impact of a Badge System on Knowledge Sharing	9
Consequences of China’s 2018 Online Lending Regulation and the Promise of PolicyTech	9
Beyond Pairwise Network Interactions: Implications for Information Centrality	9
Toward Artificial Intelligence Compliance: Impacts and Mechanisms of Performance Feedback	9
Growing Platforms by Adding Complementors Without a Contract	8
When Do Equity Appeals Increase Giving? Evidence from Educational Crowdfunding	8
Reactions by Actual Data Breach Victims over Time: Evidence from Facebook’s Cambridge Analytica Breach	8
Editorial Board	8
Uncovering the Neural Processes of Privacy: A Neurally Informed Behavioral Intervention to Protect Information Privacy	8
Encouraging Eco-driving with Post-trip Visualized Storytelling: An Experiment Combining Eye-Tracking and a Driving Simulator	8
Unraveling Generative AI from a Human Intelligence Perspective: A Battery of Experiments	8
Pathways for Design Research on Artificial Intelligence	8
Seems Legit: An Investigation of the Assessing and Sharing of Unverifiable Messages on Online Social Networks	8
All External Reference Prices Are Not the Same: How Magnitude, Source, and Fairness Shape Payment for Digital Goods	8
Align Generative Artificial Intelligence with Human Preferences: A Novel Large Language Model Fine-Tuning Method for Online Review Management	8
Task Characteristics and Incentives in Collaborative Problem Solving: Evidence from Three Field Experiments	8
The Death of a Technical Skill	8
Informal Payments and Doctor Engagement in an Online Health Community: An Empirical Investigation Using Generalized Synthetic Control	8
Crowdworking: Nurturing Expert-Centric Absorptive Capacity	8
Mitigating Exposure Bias for Recommendations in Physical Spaces: An Unbiased Pairwise Ranking Approach Using Spatial Movement	8
Less Artificial, More Intelligent: Understanding Affinity, Trustworthiness, and Preference for Digital Humans	8
Satisfaction to Stay, Regret to Switch: Understanding Post-adoption Regret in Choosing Competing Technologies When Herding	8
Empowering Users with Narratives: Examining the Efficacy of Narratives for Understanding Data-Oriented Conceptual Models	7
The Impact of Process- vs. Outcome-Oriented Reviews on the Sales of Healthcare Services	7
Beyond Complements and Substitutes: A Graph Neural Network Approach for Collaborative Retail Sales Forecasting	7
Positive Demand Spillover of Popular App Adoption: Implications for Platform Owners’ Management of Complements	7
Untangling the Performance Impact of E-marketplace Sellers’ Deployment of Platform-Based Functions: A Configurational Perspective	7
Platform Refund Insurance or Being Cast Out: Quantifying the Signaling Effect of Refund Options in the Online Service Marketplace	7
A Bitter Pill to Swallow? The Consequences of Patient Evaluation in Online Health Question-and-Answer Platforms	7
Beyond Truthful Reporting: Robust Strategies for Worst-Case Payoff Maximization in Large Markets	7
Emotions in Online Content Diffusion	7