Information Systems Research

Article	Citations
Lost Time in Crowdsourcing Contests	345
A Study of Ride-Hailing Platforms’ Business Models in the Presence of Surge Demand	226
Forced to Change? Media Exposure of Labor Issues and Firm Artificial Intelligence Investment	217
Understanding the Dynamic and Episodic Nature of Technostressors and Their Effects on Cyberdeviance: A Daily Field Investigation	201
Asymmetric Learning Effects of Chief Information Officer Outside Board Appointments: Cybersecurity Implications for Sender and Receiver Firms	93
Win by Hook or Crook? Self-Injecting Favorable Online Reviews to Fight Adjacent Rivals	84
Identification of Causal Mechanisms from Randomized Experiments: A Framework for Endogenous Mediation Analysis	79
Juggling Information Technology (IT) Exploration and Exploitation: A Proportional Balance View of IT Ambidexterity	79
Are You, You? Seamlessly Fighting Identity Fraud with Keystroke Dynamics	78
To Partner or Not to Partner? The Partnership Between Platforms and Data Brokers in Two-Sided Markets	77
Intellectual Diversity in IS Research: Discipline-Based Conceptualization and an Illustration from Information Systems Research	74
Team-Enacted Use vs. Developer-Needed Use of Agile Practices: How Perceptual (In-)Congruence and Team Feedback-Seeking Shape Developer Well-Being	73
Does Virtual Reality Help Property Sales? Empirical Evidence from a Real Estate Platform	69
Generalizing the Information Systems Artifact	68
Bystanders Join in Cyberbullying on Social Networking Sites: The Deindividuation and Moral Disengagement Perspectives	66
Editorial Board	62
A General-Purpose IT Intervention to Improve Human Decision Making, Strengthen Passwords, and Reduce Receptivity to Misinformation	58
Can Regulation Restore Authenticity? Evidence from Policies Against Online Review Suppression	56
Content Exclusivity on Advertising Revenue–Sharing Platforms	56
Research Spotlights	53
IT Knowledge Spillovers, Absorptive Capacity, and Productivity: Evidence from Enterprise Software	52
Research Spotlights	52
Artificial Intelligence and Firm Resilience: Empirical Evidence from Natural Disaster Shocks	52
Ontology-Based Intelligent Interface Personalization for Protection Against Phishing Attacks	51
Online Food Delivery Platforms and Female Labor Force Participation	50

Save Face or Save Life: Physicians’ Dilemma in Using Clinical Decision Support Systems	50
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	50
Human vs. Automated Sales Agents: How and Why Customer Responses Shift Across Sales Stages	48
A Hashtag Is Worth a Thousand Words: An Empirical Investigation of Social Media Strategies in Trademarking Hashtags	47
Uncertainty Reduction vs. Reciprocity: Understanding the Effect of a Platform-Initiated Reviewer Incentive Program on Regular Ratings	47
Editorial: Some Thoughts on Reviewing for Information Systems Research and Other Leading Information Systems Journals	46
Leveraging the Digital Tracing Alert in Virus Fight: The Impact of COVID-19 Cell Broadcast on Population Movement	46
Acknowledgment to Reviewers (2022)	45
Transporting Causal Effects Across Populations Using Structural Causal Modeling: An Illustration to Work-from-Home Productivity	45
User-Generated Content Shapes Judicial Reasoning: Evidence from a Randomized Control Trial on Wikipedia	42
Punished for Success? A Natural Experiment of Displaying Clinical Hospital Quality on Review Platforms	41
Sprint Zeal or Sprint Fatigue? The Benefits and Burdens of Agile ISD Practices Use for Developer Well-Being	41
On the Same Page? What Users Benefit from a Desktop View on Mobile Devices	41
Predicting Stages in Omnichannel Path to Purchase: A Deep Learning Model	41
About Our Authors	41
How to Tell a (News) Story? Quantifying the Impact of News Format and Storytelling on Engagement	40
The Next Frontiers of Digital Innovation Research	40
Monitoring and Home Bias in Global Hiring: Evidence from an Online Labor Platform	40
Ontology-Based Information Extraction for Labeling Radical Online Content Using Distant Supervision	40
Follow Your Heart or Listen to Users? The Case of Mobile App Design	40
Getting Personal: A Deep Learning Artifact for Text-Based Measurement of Personality	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
Who’s Watching TV?	37
Deeper Down the Rabbit Hole: How Technology Conspiracy Beliefs Emerge and Foster a Conspiracy Mindset	37
Noisebnb: An Empirical Analysis of Home-Sharing Platforms and Residential Noise Complaints	36
Research Spotlights	36
About Our Authors	35
A Natural Disaster Reshapes Prosocial Microlending	35
Pricing in Nonconvex Markets: How to Price Electricity in the Presence of Demand Response	35
A Theory of Information Compression: When Judgments Are Costly	34
Between Human and System Agency: Coping with Negative Incidents for Continued Effective Use of Wearables	33
Omnificence or Differentiation? An Empirical Study of Knowledge Structure and Career Development of IT Workers	33
Fun Shopping: A Randomized Field Experiment on Gamification	32
Reference Aware Delexicalization (RAD) Framework: Theory Driven Artificial Intelligence Modeling for Domain Generalization	31
Which Enemy to Dance with? A New Role of Software Piracy in Influencing Antipiracy Strategies	31
Complementarity Between Investment in Information Technology (IT) and IT Human Resources: Implications for Different Types of Firm Innovation	30
Departmental Boundaries and Knowledge Sharing in Corporate Online Communities	30
The Secret to Finding a Match: A Field Experiment on Choice Capacity Design in an Online Dating Platform	30
Can Providing Algorithmic Performance Information Facilitate Humans’ Inventory Ordering Behaviors?	29
When More Can Be Less: The Effect of Add-On Insurance on the Consumption of Professional Services	29
Software Components and Product Variety in a Platform Ecosystem: A Dynamic Network Analysis of WordPress	29
More Than a Bot? The Impact of Disclosing Human Involvement on Customer Interactions with Hybrid Service Agents	28
Expl(AI)ned: The Impact of Explainable Artificial Intelligence on Users’ Information Processing	27
Editorial Board	27
Research Spotlights	26
Shedding Light on the Dark: The Impact of Legal Enforcement on Darknet Transactions	26
Agent-Based Data Curation Practices: Customer Responses to Human versus Algorithmic Data Requesters in Established Business-to-Business Relationships	26
Evening the Odds in a Gendered Workplace: The Empowering Role of Knowledge Repositories	25
Adjusting Skillset Cohesion in Online Labor Markets: Reputation Gains and Opportunity Losses	25
Why Is the Grass Always Greener on the Other Side? Tourist Bias in Online Restaurant Ratings	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	25
Organizing for Software Product Development: The Effects of Team Structure, Product Complexity, and Cross-Team Coordination	24
Editorial Board	24
Single-Sourcing vs. Multisourcing: An Empirical Analysis of Large Information Technology Outsourcing Arrangements	24
About Our Authors	24
Ridesharing and Digital Resilience for Urban Anomalies: Evidence from the New York City Taxi Market	24
The Economics of Password Sharing	23
The Screening Role of Design Parameters for Service Procurement Auctions in Online Service Outsourcing Platforms	23
Short-Form Videos and Mental Health: A Knowledge-Guided Neural Topic Model	22
When Sharing Economy Meets Traditional Business: Coopetition Between Ride-Sharing Platforms and Car-Rental Firms	22
Green Data Analytics of Supercomputing from Massive Sensor Networks: Does Workload Distribution Matter?	22
When Does Beauty Pay? A Large-Scale Image-Based Appearance Analysis on Career Transitions	22
How Network Embeddedness Affects Real-Time Performance Feedback: An Empirical Investigation	22
Routine and Innovative Use of Enterprise System: Intricacy of Change Management Levers, System Characteristics, and Regulatory Focus	22
Overcoming the Single-IS Paradigm in Individual-Level IS Research	22
Decide Now or Later: Making Sense of Incoherence Across Online Reviews	22
Rethinking Gamification Failure: A Model and Investigation of Gamified System Maladaptive Behaviors	22
Unveiling the Cost of Free: How an Ad-Sponsored Model Affects Serialized Digital Content Creation	22
Contextual Targeting in mHealth Apps: Harnessing Weather Information and Message Framing to Increase Physical Activity	21
The Janus Effect of Generative AI: Charting the Path for Responsible Conduct of Scholarly Activities in Information Systems	21
About Our Authors	21
Business Value of Information Technology Capabilities: An Institutional Governance Perspective	21
An Explainable Artificial Intelligence Approach Using Graph Learning to Predict Intensive Care Unit Length of Stay	20
Social Media Marketing, Quality Signaling, and the Goldilocks Principle	20
Mr. Right or Mr. Best: The Role of Information Under Preference Mismatch in Online Dating	20
The Decoy Effect and Recommendation Systems	20
Exaptation in Platforms: A Theory of Origins, Mechanisms, and Consequences	20
Post-Earnings-Announcement Drift Prediction: Leveraging Postevent Investor Responses with Multitask Learning	20
The Effects of the FTC Policy and Affiliation Disclosures on Product Review Video Engagement: Evidence from YouTube	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
Dynamic Bayesian Network–Based Product Recommendation Considering Consumers’ Multistage Shopping Journeys: A Marketing Funnel Perspective	20
Personalized Ranking at a Mobile App Distribution Platform	19
Research Spotlights	19
Motion Sensor–Based Fall Prevention for Senior Care: A Hidden Markov Model with Generative Adversarial Network Approach	19
Promoting Security Behaviors in Remote Work Environments: Personal Values Shaping Information Security Policy Compliance	19
Trial-Period Technostress: A Conceptual Definition and Mixed-Methods Investigation	19
Beyond Digital vs. IT: The Untold Story of Their Relationship from an Organizing Logic Perspective	19
Sponsored Tasks and Solver Participation in Crowdsourcing Contests	19
Digital Approaches to Societal Grand Challenges: Toward a Broader Research Agenda on Managing Global-Local Design Tensions	19
Can Crowdchecking Curb Misinformation? Evidence from Community Notes	19
Editorial: There Are Promises to Keep and Miles to Go Before I Leave…	18
Developing a Composite Measure to Represent Information Flows in Networks: Evidence from a Stock Market	18
Geographical Pattern of Online Word of Mouth: How Offline Environment Influences Online Sharing	18
Speak with One Voice? Examining Content Coordination and Social Media Engagement During Disasters	18
When to Broadcast? Inventory Disclosure Policies for Online Sales of Limited Inventory	18
A Smart Ad Display System	18
Optimal Joint Assortment for an Omni-Channel Retailer	18
Seller Organization and Percentage Fee Design in the Daily Deal Market	17
Healthcare Across Boundaries: Urban-Rural Differences in the Consequences of Telehealth Adoption	17
Opening First-Party App Resources: Empirical Evidence of Free-Riding	17
When Images Backfire: The Effect of Customer-Generated Images on Product Rating Dynamics	17
The Differential Diffusion of Exchange and Utility Value Blockchain Tokens	17
Programming Tasks Impact Responses to Moral Dilemmas for Novice Programmers	17
Going Beyond Deterrence: A Middle-Range Theory of Motives and Controls for Insider Computer Abuse	16
Emotionality in Political Social Media Communications: The Moderating Role of Audience Diversity	16
Augmenting Social Bot Detection with Crowd-Generated Labels	16
About Our Authors	16
Better Is Better? Signaling Paradoxes in Performance-Based Advertising	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
Knowing (Not) to Know: Explainable Artificial Intelligence and Human Metacognition	16
Informal Payments and Doctor Engagement in an Online Health Community: An Empirical Investigation Using Generalized Synthetic Control	16
A User Purchase Motivation-Aware Product Recommender System	16
Analyzing the Impact of Public Buyer–Seller Engagement During Online Auctions	16
An Investigation of p-Hacking in E-Commerce A/B Testing	16
Research Spotlights	16
Direct and Indirect Spillovers from Content Providers’ Switching: Evidence from Online Livestreaming	16
Lost in the Crowd: How Group Size and Content Moderation Shape User Engagement in Live Streaming	15
Better to Give Than to Receive: Impact of Adding a Donation Scheme to Reward-Based Crowdfunding Campaigns	15
Integrated Decision Support for Disaster Risk Management: Aiding Preparedness and Response Decisions in Wildfire Management	15
Platform Loophole Exploitation, Recovery Measures, and User Engagement: A Quasi-Natural Experiment in Online Gaming	15
The Influence of Media Capabilities on Knowledge Contribution in Online Communities	15
How Recommendation Affects Customer Search: A Field Experiment	15
About Our Authors	15
Proactive Resource Request for Disaster Response: A Deep Learning-Based Optimization Model	15
The Effect of Voice AI on Digital Commerce	15
To Brush or Not to Brush: Product Rankings, Consumer Search, and Fake Orders	15
Editorial Board	15

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
Chat More and Contribute Better: An Empirical Study of a Knowledge-Sharing Community	14
To Collect or to Purchase? Collaboration Between Manufacturer and E-Commerce Platform on Customization	14
Moving Consumers from Free to Fee in Platform-Based Markets: An Empirical Study of Multiplayer Online Battle Arena Games	14
Smart Markets for Real-Time Allocation of Multiproduct Resources: The Case of Shared Electric Vehicles	14
Development Trajectory of Blockchain Platforms: The Role of Multirole	14
Ephemeral State-Dependent Recommendation for Digital Content	14
Consumer Acquisition for Recommender Systems: A Theoretical Framework and Empirical Evaluations	14
To Claim or Not To Claim? Hidden Costs of Business Page Claiming	14
Asymmetric and Contingent Value of Crowd Wisdom in Crowdfunding	14
Operation Dumbo Drop: To Airdrop or Not to Airdrop for Initial Coin Offering Success?	14
Physical Stores as Warehouses for Online Channels: Implications for Channel Choices Under Competition	13
Digital Development: Reimagining Research Beyond ICT4D	13
Augmenting Password Strength Meter Design Using the Elaboration Likelihood Model: Evidence from Randomized Experiments	13
Editorial Board	13
Information Asymmetry Among Investors and Strategic Bidding in Peer-to-Peer Lending	13
The Attraction Effect in Crowdfunding	13
The Path to Hedonic Information System Use Addiction: A Process Model in the Context of Social Networking Sites	13
How Information Technology Overcomes Deficiencies for Innovation in Small and Medium-Sized Enterprises: Closed Innovation vs. Open Innovation	13
Learning When Reading: Evidence from an Online Mobile Reading Platform	13
Space Norms for Constructing Quality Reviews on Online Consumer Review Sites	13
An Examination of the Dynamics of Crowdsourcing Contests: Role of Feedback Type	12
The Illusion of Authenticity in Online Reviews: Truth Bias and the Role of Valence	12
Know Where to Invest: Platform Risk Evaluation in Online Lending	12
The Effect of Gender Expectations and Physical Attractiveness on Discussion of Weakness in Online Professional Recommendations	12
From Anonymity to Accountability: How Virtual Identity Disclosure Changes the Quantity and Quality of “Likes”	12
1 + 1 > 2? Information, Humans, and Machines	12
Healthcare Cost Prediction for Heterogeneous Patient Profiles Using Deep Learning Models with Administrative Claims Data	12
Mobile Payment Adoption: An Empirical Investigation of Alipay	12
About Our Authors	11
Consequences of China’s 2018 Online Lending Regulation and the Promise of PolicyTech	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
The Hidden Costs and Benefits of Monitoring in the Gig Economy	11
Balancing Acts: Unveiling the Dynamics of Post Removal on Social Media User-Generated Content	11
Research Spotlights	11
Consequences of Information Feed Integration on User Engagement and Contribution: A Natural Experiment in an Online Knowledge-Sharing Community	11
Push It Cross the Finish Line—Designing Online Interfaces to Induce Choice Closure at the Postdecision Prepurchase Stage	11
When Is More Merrier? A Cloud-Based Architecture to Procure Impressions from Multiple Ad Exchanges	11
About Our Authors	10
Uncovering the Neural Processes of Privacy: A Neurally Informed Behavioral Intervention to Protect Information Privacy	10
Align Generative Artificial Intelligence with Human Preferences: A Novel Large Language Model Fine-Tuning Method for Online Review Management	10
Editorial Board	10
When the Clock Strikes: A Multimethod Investigation of On-the-Hour Effects in Online Learning	10
Token Incentive and Blockchain Developer Contribution	10
Impacts of Reducing Visibility of Friends’ Liked Content on User Content Engagement Across Newsfeed Channels	10
Less Artificial, More Intelligent: Understanding Affinity, Trustworthiness, and Preference for Digital Humans	10
Navigating the Storm: Toward a Theory of IT Portfolio Diversity, Leadership Power, and Organizational Resilience to Major Shocks	10
The Costs of Ambiguous Information Disclosure: On the Unintended Consequences of Providing Restaurant Hygiene Scores on Platforms in the United States	10
When Gig Workers No Longer Gig: The Impact of California Assembly Bill 5 on the Online Labor Market	10
Growing Platforms by Adding Complementors Without a Contract	10
Satisfaction to Stay, Regret to Switch: Understanding Post-adoption Regret in Choosing Competing Technologies When Herding	10
Threatened by AI: Analyzing Users’ Responses to the Introduction of AI in a Crowd-Sourcing Platform	10
Game for Brainstorm: The Impact of a Badge System on Knowledge Sharing	9
The Scope of Software Patent Protection in the Digital Age: Evidence from Alice	9
Toward Artificial Intelligence Compliance: Impacts and Mechanisms of Performance Feedback	9
Reactions by Actual Data Breach Victims over Time: Evidence from Facebook’s Cambridge Analytica Breach	9
The Death of a Technical Skill	9
Mitigating Exposure Bias for Recommendations in Physical Spaces: An Unbiased Pairwise Ranking Approach Using Spatial Movement	9
Editorial Board	9
All External Reference Prices Are Not the Same: How Magnitude, Source, and Fairness Shape Payment for Digital Goods	9
Encouraging Eco-driving with Post-trip Visualized Storytelling: An Experiment Combining Eye-Tracking and a Driving Simulator	9
Task Characteristics and Incentives in Collaborative Problem Solving: Evidence from Three Field Experiments	9
Pathways for Design Research on Artificial Intelligence	9
Informal Payments and Doctor Engagement in an Online Health Community: An Empirical Investigation Using Generalized Synthetic Control	9
Mispricing and Algorithm Trading	8
Predicting Instructor Performance in Online Education: An Interpretable Hierarchical Transformer with Contextual Attention	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
Crowdworking: Nurturing Expert-Centric Absorptive Capacity	8
Fast Forecasting of Unstable Data Streams for On-Demand Service Platforms	8
Gamified Challenges in Online Weight-Loss Communities	8
Deep Learning of Spatiotemporal Patterns for Urban Mobility Prediction Using Big Data	8
Mobile Apps, Trading Behaviors, and Portfolio Performance: Evidence from a Quasi-Experiment in China	8
Strategic Content Generation and Monetization in Financial Social Media	8
Seems Legit: An Investigation of the Assessing and Sharing of Unverifiable Messages on Online Social Networks	8
On-Demand Healthcare Platforms: Impact of Question and Answer Service on Online Consultations and Offline Appointments	8
Understanding Volunteer Crowdsourcing from a Multiplex Perspective	7
The Open Prison of the Big Data Revolution: False Consciousness, Faustian Bargains, and Digital Entrapment	7
Untangling the Performance Impact of E-marketplace Sellers’ Deployment of Platform-Based Functions: A Configurational Perspective	7
Positive Demand Spillover of Popular App Adoption: Implications for Platform Owners’ Management of Complements	7
Blessing or Curse? Implications of Data Brokers for Publisher Competition	7
Atrophy in Aging Systems: Evidence, Dynamics, and Antidote	7
A Bitter Pill to Swallow? The Consequences of Patient Evaluation in Online Health Question-and-Answer Platforms	7
Bidder Support in Multi-item Multi-unit Continuous Combinatorial Auctions: A Unifying Theoretical Framework	7
Beyond Truthful Reporting: Robust Strategies for Worst-Case Payoff Maximization in Large Markets	7
Empowering Users with Narratives: Examining the Efficacy of Narratives for Understanding Data-Oriented Conceptual Models	7
About Our Authors	7
Platform Refund Insurance or Being Cast Out: Quantifying the Signaling Effect of Refund Options in the Online Service Marketplace	7
Beyond Complements and Substitutes: A Graph Neural Network Approach for Collaborative Retail Sales Forecasting	7
The Impact of Process- vs. Outcome-Oriented Reviews on the Sales of Healthcare Services	7
Emotions in Online Content Diffusion	7
Editorial Board	6
Advancing Next-Generation Multimethod Research in Information Systems: A Framework and Some Recommendations for Authors and Evaluators	6