Information Systems Research

Article	Citations
Lost Time in Crowdsourcing Contests	362
A Study of Ride-Hailing Platforms’ Business Models in the Presence of Surge Demand	232
Understanding the Dynamic and Episodic Nature of Technostressors and Their Effects on Cyberdeviance: A Daily Field Investigation	231
Asymmetric Learning Effects of Chief Information Officer Outside Board Appointments: Cybersecurity Implications for Sender and Receiver Firms	214
Win by Hook or Crook? Self-Injecting Favorable Online Reviews to Fight Adjacent Rivals	98
Identification of Causal Mechanisms from Randomized Experiments: A Framework for Endogenous Mediation Analysis	88
Are You, You? Seamlessly Fighting Identity Fraud with Keystroke Dynamics	85
Generalizing the Information Systems Artifact	83
To Partner or Not to Partner? The Partnership Between Platforms and Data Brokers in Two-Sided Markets	80
Intellectual Diversity in IS Research: Discipline-Based Conceptualization and an Illustration from Information Systems Research	80
Bystanders Join in Cyberbullying on Social Networking Sites: The Deindividuation and Moral Disengagement Perspectives	75
Team-Enacted Use vs. Developer-Needed Use of Agile Practices: How Perceptual (In-)Congruence and Team Feedback-Seeking Shape Developer Well-Being	75
Does Virtual Reality Help Property Sales? Empirical Evidence from a Real Estate Platform	71
Juggling Information Technology (IT) Exploration and Exploitation: A Proportional Balance View of IT Ambidexterity	70
Forced to Change? Media Exposure of Labor Issues and Firm Artificial Intelligence Investment	67
Bid Shading in First-Price Auction: Nonstationary Bayesian Multiarmed Bandit Methods for Real-Time Bidding	64
Editorial Board	59
A General-Purpose IT Intervention to Improve Human Decision Making, Strengthen Passwords, and Reduce Receptivity to Misinformation	58
Content Exclusivity on Advertising Revenue–Sharing Platforms	56
Can Regulation Restore Authenticity? Evidence from Policies Against Online Review Suppression	56
Research Spotlights	55
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	54
Save Face or Save Life: Physicians’ Dilemma in Using Clinical Decision Support Systems	53
Research Spotlights	52
Online Food Delivery Platforms and Female Labor Force Participation	52

Uncertainty Reduction vs. Reciprocity: Understanding the Effect of a Platform-Initiated Reviewer Incentive Program on Regular Ratings	51
Editorial: Some Thoughts on Reviewing for Information Systems Research and Other Leading Information Systems Journals	51
A Hashtag Is Worth a Thousand Words: An Empirical Investigation of Social Media Strategies in Trademarking Hashtags	50
Human vs. Automated Sales Agents: How and Why Customer Responses Shift Across Sales Stages	49
Ontology-Based Intelligent Interface Personalization for Protection Against Phishing Attacks	49
IT Knowledge Spillovers, Absorptive Capacity, and Productivity: Evidence from Enterprise Software	47
Leveraging the Digital Tracing Alert in Virus Fight: The Impact of COVID-19 Cell Broadcast on Population Movement	47
Acknowledgment to Reviewers (2022)	46
Artificial Intelligence and Firm Resilience: Empirical Evidence from Natural Disaster Shocks	46
Transporting Causal Effects Across Populations Using Structural Causal Modeling: An Illustration to Work-from-Home Productivity	44
Monitoring and Home Bias in Global Hiring: Evidence from an Online Labor Platform	44
Follow Your Heart or Listen to Users? The Case of Mobile App Design	43
How to Tell a (News) Story? Quantifying the Impact of News Format and Storytelling on Engagement	43
About Our Authors	42
User-Generated Content Shapes Judicial Reasoning: Evidence from a Randomized Control Trial on Wikipedia	42
Ontology-Based Information Extraction for Labeling Radical Online Content Using Distant Supervision	42
Debiasing ML- or AI-Generated Regressors in Partially Linear Models	41
Predicting Stages in Omnichannel Path to Purchase: A Deep Learning Model	41
On the Same Page? What Users Benefit from a Desktop View on Mobile Devices	41
Who’s Watching TV?	40
The Next Frontiers of Digital Innovation Research	40
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	39
Sprint Zeal or Sprint Fatigue? The Benefits and Burdens of Agile ISD Practices Use for Developer Well-Being	39
Deeper Down the Rabbit Hole: How Technology Conspiracy Beliefs Emerge and Foster a Conspiracy Mindset	38
Punished for Success? A Natural Experiment of Displaying Clinical Hospital Quality on Review Platforms	38
Getting Personal: A Deep Learning Artifact for Text-Based Measurement of Personality	37
Research Spotlights	36
Software Components and Product Variety in a Platform Ecosystem: A Dynamic Network Analysis of WordPress	35
Departmental Boundaries and Knowledge Sharing in Corporate Online Communities	35
About Our Authors	35
A Natural Disaster Reshapes Prosocial Microlending	33
Noisebnb: An Empirical Analysis of Home-Sharing Platforms and Residential Noise Complaints	33
Pricing in Nonconvex Markets: How to Price Electricity in the Presence of Demand Response	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	32
Between Human and System Agency: Coping with Negative Incidents for Continued Effective Use of Wearables	31
A Theory of Information Compression: When Judgments Are Costly	31
Which Enemy to Dance with? A New Role of Software Piracy in Influencing Antipiracy Strategies	30
When More Can Be Less: The Effect of Add-On Insurance on the Consumption of Professional Services	30
Fun Shopping: A Randomized Field Experiment on Gamification	30
The Secret to Finding a Match: A Field Experiment on Choice Capacity Design in an Online Dating Platform	29
Complementarity Between Investment in Information Technology (IT) and IT Human Resources: Implications for Different Types of Firm Innovation	29
Omnificence or Differentiation? An Empirical Study of Knowledge Structure and Career Development of IT Workers	28
Agent-Based Data Curation Practices: Customer Responses to Human versus Algorithmic Data Requesters in Established Business-to-Business Relationships	27
More Than a Bot? The Impact of Disclosing Human Involvement on Customer Interactions with Hybrid Service Agents	27
Research Spotlights	27
Expl(AI)ned: The Impact of Explainable Artificial Intelligence on Users’ Information Processing	27
Editorial Board	27
Shedding Light on the Dark: The Impact of Legal Enforcement on Darknet Transactions	26
Adjusting Skillset Cohesion in Online Labor Markets: Reputation Gains and Opportunity Losses	26

Pushing Yourself Harder: The Effects of Mobile Touch Modes on Users’ Self-Regulation	26
Why Is the Grass Always Greener on the Other Side? Tourist Bias in Online Restaurant Ratings	26
About Our Authors	25
Evening the Odds in a Gendered Workplace: The Empowering Role of Knowledge Repositories	25
Single-Sourcing vs. Multisourcing: An Empirical Analysis of Large Information Technology Outsourcing Arrangements	25
Sparking Innovation: The Effect of Inventor Gender Diversity on Recombinant Innovation	25
Ridesharing and Digital Resilience for Urban Anomalies: Evidence from the New York City Taxi Market	25
Organizing for Software Product Development: The Effects of Team Structure, Product Complexity, and Cross-Team Coordination	25
When Does Beauty Pay? A Large-Scale Image-Based Appearance Analysis on Career Transitions	24
Editorial Board	24
The Economics of Password Sharing	24
Rethinking Gamification Failure: A Model and Investigation of Gamified System Maladaptive Behaviors	24
Short-Form Videos and Mental Health: A Knowledge-Guided Neural Topic Model	23
Routine and Innovative Use of Enterprise System: Intricacy of Change Management Levers, System Characteristics, and Regulatory Focus	23
Overcoming the Single-IS Paradigm in Individual-Level IS Research	23
The Screening Role of Design Parameters for Service Procurement Auctions in Online Service Outsourcing Platforms	23
Green Data Analytics of Supercomputing from Massive Sensor Networks: Does Workload Distribution Matter?	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
How Network Embeddedness Affects Real-Time Performance Feedback: An Empirical Investigation	22
When Sharing Economy Meets Traditional Business: Coopetition Between Ride-Sharing Platforms and Car-Rental Firms	22
Contextual Targeting in mHealth Apps: Harnessing Weather Information and Message Framing to Increase Physical Activity	22
Unveiling the Cost of Free: How an Ad-Sponsored Model Affects Serialized Digital Content Creation	22
Business Value of Information Technology Capabilities: An Institutional Governance Perspective	22
The Effects of the FTC Policy and Affiliation Disclosures on Product Review Video Engagement: Evidence from YouTube	21
Social Media Marketing, Quality Signaling, and the Goldilocks Principle	21
Mr. Right or Mr. Best: The Role of Information Under Preference Mismatch in Online Dating	21
About Our Authors	21
Dynamic Bayesian Network–Based Product Recommendation Considering Consumers’ Multistage Shopping Journeys: A Marketing Funnel Perspective	20
An Explainable Artificial Intelligence Approach Using Graph Learning to Predict Intensive Care Unit Length of Stay	20
Exaptation in Platforms: A Theory of Origins, Mechanisms, and Consequences	20
How Is Mobile User Behavior Different? A Hidden Markov Model of Cross-Mobile Application Usage Dynamics	20
Numerological Heuristics and Credit Risk in Peer-to-Peer Lending	20
Post-Earnings-Announcement Drift Prediction: Leveraging Postevent Investor Responses with Multitask Learning	20
Motion Sensor–Based Fall Prevention for Senior Care: A Hidden Markov Model with Generative Adversarial Network Approach	20
The Decoy Effect and Recommendation Systems	20
Can Crowdchecking Curb Misinformation? Evidence from Community Notes	20
Beyond Digital vs. IT: The Untold Story of Their Relationship from an Organizing Logic Perspective	20
Trial-Period Technostress: A Conceptual Definition and Mixed-Methods Investigation	20
Digital Approaches to Societal Grand Challenges: Toward a Broader Research Agenda on Managing Global-Local Design Tensions	20
An Alternative Model of Brand Loyalty	19
Personalized Ranking at a Mobile App Distribution Platform	19
Editorial: There Are Promises to Keep and Miles to Go Before I Leave…	19
Research Spotlights	19
When to Broadcast? Inventory Disclosure Policies for Online Sales of Limited Inventory	19
Geographical Pattern of Online Word of Mouth: How Offline Environment Influences Online Sharing	19
Sponsored Tasks and Solver Participation in Crowdsourcing Contests	19
A Smart Ad Display System	19
Healthcare Across Boundaries: Urban-Rural Differences in the Consequences of Telehealth Adoption	18
Developing a Composite Measure to Represent Information Flows in Networks: Evidence from a Stock Market	18
Promoting Security Behaviors in Remote Work Environments: Personal Values Shaping Information Security Policy Compliance	18
Speak with One Voice? Examining Content Coordination and Social Media Engagement During Disasters	18
When Images Backfire: The Effect of Customer-Generated Images on Product Rating Dynamics	18
Optimal Joint Assortment for an Omni-Channel Retailer	18
Augmenting Social Bot Detection with Crowd-Generated Labels	17
Research Spotlights	17
Programming Tasks Impact Responses to Moral Dilemmas for Novice Programmers	17
The Differential Diffusion of Exchange and Utility Value Blockchain Tokens	17
Knowing (Not) to Know: Explainable Artificial Intelligence and Human Metacognition	17
Seller Organization and Percentage Fee Design in the Daily Deal Market	17
Direct and Indirect Spillovers from Content Providers’ Switching: Evidence from Online Livestreaming	17
Living Up to Online Advice: How Health Platforms Influence Physicians’ Offline Practice	17
Opening First-Party App Resources: Empirical Evidence of Free-Riding	17
Analyzing the Impact of Public Buyer–Seller Engagement During Online Auctions	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
Interorganizational Systems and Supply Chain Agility in Uncertain Environments: The Mediation Role of Supply Chain Collaboration	16
Proactive Resource Request for Disaster Response: A Deep Learning-Based Optimization Model	16
Lost in the Crowd: How Group Size and Content Moderation Shape User Engagement in Live Streaming	16
Better Is Better? Signaling Paradoxes in Performance-Based Advertising	16
A User Purchase Motivation-Aware Product Recommender System	16
Emotionality in Political Social Media Communications: The Moderating Role of Audience Diversity	16
About Our Authors	16
Informal Payments and Doctor Engagement in an Online Health Community: An Empirical Investigation Using Generalized Synthetic Control	16
To Brush or Not to Brush: Product Rankings, Consumer Search, and Fake Orders	16
The Influence of Media Capabilities on Knowledge Contribution in Online Communities	16
Better to Give Than to Receive: Impact of Adding a Donation Scheme to Reward-Based Crowdfunding Campaigns	15
Going Beyond Deterrence: A Middle-Range Theory of Motives and Controls for Insider Computer Abuse	15
To Claim or Not To Claim? Hidden Costs of Business Page Claiming	15
How Recommendation Affects Customer Search: A Field Experiment	15

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