Information Systems Research

Article	Citations
Research Spotlights	249
Editorial Board	164
Lost Time in Crowdsourcing Contests	139
Bystanders Join in Cyberbullying on Social Networking Sites: The Deindividuation and Moral Disengagement Perspectives	124
Team-Enacted Use versus Developer-Needed Use of Agile Practices: How Perceptual (In-)Congruence and Team Feedback-Seeking Shape Developer Well-Being	65
Does Virtual Reality Help Property Sales? Empirical Evidence from a Real Estate Platform	65
Forced to Change? Media Exposure of Labor Issues and Firm Artificial Intelligence Investment	63
An Economic Analysis of Rebates Conditional on Positive Reviews	62
Generalizing the Information Systems Artifact	61
Win by Hook or Crook? Self-Injecting Favorable Online Reviews to Fight Adjacent Rivals	59
Identification of Causal Mechanisms from Randomized Experiments: A Framework for Endogenous Mediation Analysis	58
Intellectual Diversity in IS Research: Discipline-Based Conceptualization and an Illustration from Information Systems Research	58
Competition and Distortion: A Theory of Information Bias on the Peer-to-Peer Lending Market	58
Juggling Information Technology (IT) Exploration and Exploitation: A Proportional Balance View of IT Ambidexterity	57
A Study of Ride-Hailing Platforms’ Business Models in the Presence of Surge Demand	57
Understanding the Dynamic and Episodic Nature of Technostressors and Their Effects on Cyberdeviance: A Daily Field Investigation	55
To Partner or Not to Partner? The Partnership Between Platforms and Data Brokers in Two-Sided Markets	54
Editorial Board	54
Ontology-Based Intelligent Interface Personalization for Protection Against Phishing Attacks	49
Editorial: Some Thoughts on Reviewing for Information Systems Research and Other Leading Information Systems Journals	47
Uncertainty Reduction vs. Reciprocity: Understanding the Effect of a Platform-Initiated Reviewer Incentive Program on Regular Ratings	46
Leveraging the Digital Tracing Alert in Virus Fight: The Impact of COVID-19 Cell Broadcast on Population Movement	44
Research Spotlights	44
A General-Purpose IT Intervention to Improve Human Decision Making, Strengthen Passwords, and Reduce Receptivity to Misinformation	44
Artificial Intelligence and Firm Resilience: Empirical Evidence from Natural Disaster Shocks	43

Online Food Delivery Platforms and Female Labor Force Participation	43
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	43
Research Spotlights	41
Save Face or Save Life: Physicians’ Dilemma in Using Clinical Decision Support Systems	41
IT Knowledge Spillovers, Absorptive Capacity, and Productivity: Evidence from Enterprise Software	41
Human vs. Automated Sales Agents: How and Why Customer Responses Shift Across Sales Stages	40
A Hashtag Is Worth a Thousand Words: An Empirical Investigation of Social Media Strategies in Trademarking Hashtags	40
About Our Authors	38
Acknowledgment to Reviewers (2022)	38
Punished for Success? A Natural Experiment of Displaying Clinical Hospital Quality on Review Platforms	37
Monitoring and Home Bias in Global Hiring: Evidence from an Online Labor Platform	37
Transporting Causal Effects Across Populations Using Structural Causal Modeling: An Illustration to Work-from-Home Productivity	36
User-Generated Content Shapes Judicial Reasoning: Evidence from a Randomized Control Trial on Wikipedia	35
Follow Your Heart or Listen to Users? The Case of Mobile App Design	34
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	34
Ontology-Based Information Extraction for Labeling Radical Online Content Using Distant Supervision	34
Predicting Stages in Omnichannel Path to Purchase: A Deep Learning Model	33
Who’s Watching TV?	32
Functional IT Complementarity and Hospital Performance in the United States: A Longitudinal Investigation	32
On the Same Page? What Users Benefit from a Desktop View on Mobile Devices	31
The Next Frontiers of Digital Innovation Research	31
Getting Personal: A Deep Learning Artifact for Text-Based Measurement of Personality	31
Deeper Down the Rabbit Hole: How Technology Conspiracy Beliefs Emerge and Foster a Conspiracy Mindset	31
Omnificence or Differentiation? An Empirical Study of Knowledge Structure and Career Development of IT Workers	30
Sprint Zeal or Sprint Fatigue? The Benefits and Burdens of Agile ISD Practices Use for Developer Well-Being	30
Which Enemy to Dance with? A New Role of Software Piracy in Influencing Antipiracy Strategies	30
Research Spotlights	30
When More Can Be Less: The Effect of Add-On Insurance on the Consumption of Professional Services	29
Pricing in Nonconvex Markets: How to Price Electricity in the Presence of Demand Response	29
Fun Shopping: A Randomized Field Experiment on Gamification	29
Can Providing Algorithmic Performance Information Facilitate Humans’ Inventory Ordering Behaviors?	29
A Theory of Information Compression: When Judgments Are Costly	29
About Our Authors	28
A Natural Disaster Reshapes Prosocial Microlending	28
Noisebnb: An Empirical Analysis of Home-Sharing Platforms and Residential Noise Complaints	28
The Secret to Finding a Match: A Field Experiment on Choice Capacity Design in an Online Dating Platform	28
Software Components and Product Variety in a Platform Ecosystem: A Dynamic Network Analysis of WordPress	27
Departmental Boundaries and Knowledge Sharing in Corporate Online Communities	27
Between Human and System Agency: Coping with Negative Incidents for Continued Effective Use of Wearables	27
Expl(AI)ned: The Impact of Explainable Artificial Intelligence on Users’ Information Processing	27
Complementarity Between Investment in Information Technology (IT) and IT Human Resources: Implications for Different Types of Firm Innovation	27
Editorial Board	26
Research Spotlights	26
More Than a Bot? The Impact of Disclosing Human Involvement on Customer Interactions with Hybrid Service Agents	26
Ridesharing and Digital Resilience for Urban Anomalies: Evidence from the New York City Taxi Market	25
Research Spotlights	25
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	24
Sparking Innovation: The Effect of Inventor Gender Diversity on Recombinant Innovation	24
Evening the Odds in a Gendered Workplace: The Empowering Role of Knowledge Repositories	24

Shedding Light on the Dark: The Impact of Legal Enforcement on Darknet Transactions	24
Organizing for Software Product Development: The Effects of Team Structure, Product Complexity, and Cross-Team Coordination	24
Racial Bias in Customer Service: Evidence from Twitter	24
Why Is the Grass Always Greener on the Other Side? Tourist Bias in Online Restaurant Ratings	24
Pushing Yourself Harder: The Effects of Mobile Touch Modes on Users’ Self-Regulation	23
Business Value of Information Technology Capabilities: An Institutional Governance Perspective	22
About Our Authors	22
Unveiling the Cost of Free: How an Ad-Sponsored Model Affects Serialized Digital Content Creation	22
Routine and Innovative Use of Enterprise System: Intricacy of Change Management Levers, System Characteristics, and Regulatory Focus	22
Green Data Analytics of Supercomputing from Massive Sensor Networks: Does Workload Distribution Matter?	21
Short-Form Videos and Mental Health: A Knowledge-Guided Neural Topic Model	21
Contextual Targeting in mHealth Apps: Harnessing Weather Information and Message Framing to Increase Physical Activity	20
When Does Beauty Pay? A Large-Scale Image-Based Appearance Analysis on Career Transitions	20
Extending Digital Ventures Through Templating	20
When Sharing Economy Meets Traditional Business: Coopetition Between Ride-Sharing Platforms and Car-Rental Firms	19
Overcoming the Single-IS Paradigm in Individual-Level IS Research	19
How Network Embeddedness Affects Real-Time Performance Feedback: An Empirical Investigation	19
The Screening Role of Design Parameters for Service Procurement Auctions in Online Service Outsourcing Platforms	19
Rethinking Gamification Failure: A Model and Investigation of Gamified System Maladaptive Behaviors	19
The Janus Effect of Generative AI: Charting the Path for Responsible Conduct of Scholarly Activities in Information Systems	19
Decide Now or Later: Making Sense of Incoherence Across Online Reviews	19
Exaptation in Platforms: A Theory of Origins, Mechanisms, and Consequences	18
Trial-Period Technostress: A Conceptual Definition and Mixed-Methods Investigation	18
Mr. Right or Mr. Best: The Role of Information Under Preference Mismatch in Online Dating	18
Post-Earnings-Announcement Drift Prediction: Leveraging Postevent Investor Responses with Multitask Learning	18
The Power of Renegotiation and Monitoring in Software Outsourcing: Substitutes or Complements?	18
About Our Authors	18
How Is Mobile User Behavior Different? A Hidden Markov Model of Cross-Mobile Application Usage Dynamics	18
Beyond Digital vs. IT: The Untold Story of Their Relationship from an Organizing Logic Perspective	17
Numerological Heuristics and Credit Risk in Peer-to-Peer Lending	17
Personalized Ranking at a Mobile App Distribution Platform	17
Promoting Security Behaviors in Remote Work Environments: Personal Values Shaping Information Security Policy Compliance	17
The Decoy Effect and Recommendation Systems	17
Dynamic Bayesian Network–Based Product Recommendation Considering Consumers’ Multistage Shopping Journeys: A Marketing Funnel Perspective	17
An Explainable Artificial Intelligence Approach Using Graph Learning to Predict Intensive Care Unit Length of Stay	17
Research Spotlights	17
A Smart Ad Display System	17
Digital Approaches to Societal Grand Challenges: Toward a Broader Research Agenda on Managing Global-Local Design Tensions	17
Social Media Marketing, Quality Signaling, and the Goldilocks Principle	17
Motion Sensor–Based Fall Prevention for Senior Care: A Hidden Markov Model with Generative Adversarial Network Approach	17
Sponsored Tasks and Solver Participation in Crowdsourcing Contests	17
Editorial: There Are Promises to Keep and Miles to Go Before I Leave…	17
When to Broadcast? Inventory Disclosure Policies for Online Sales of Limited Inventory	16
Optimal Joint Assortment for an Omni-Channel Retailer	16
Geographical Pattern of Online Word of Mouth: How Offline Environment Influences Online Sharing	16
Speak with One Voice? Examining Content Coordination and Social Media Engagement During Disasters	16
Developing a Composite Measure to Represent Information Flows in Networks: Evidence from a Stock Market	16
Programming Tasks Impact Responses to Moral Dilemmas for Novice Programmers	15
Seller Organization and Percentage Fee Design in the Daily Deal Market	15
When Images Backfire: The Effect of Customer-Generated Images on Product Rating Dynamics	15
Opening First-Party App Resources: Empirical Evidence of Free-Riding	15
Healthcare Across Boundaries: Urban-Rural Differences in the Consequences of Telehealth Adoption	15
Direct and Indirect Spillovers from Content Providers’ Switching: Evidence from Online Livestreaming	14
Analyzing the Impact of Public Buyer–Seller Engagement During Online Auctions	14
Emotionality in Political Social Media Communications: The Moderating Role of Audience Diversity	14
How Recommendation Affects Customer Search: A Field Experiment	14
Research Spotlights	14
Better Is Better? Signaling Paradoxes in Performance-Based Advertising	14
Informal Payments and Doctor Engagement in an Online Health Community: An Empirical Investigation Using Generalized Synthetic Control	14
Interorganizational Systems and Supply Chain Agility in Uncertain Environments: The Mediation Role of Supply Chain Collaboration	14
Augmenting Social Bot Detection with Crowd-Generated Labels	14
About Our Authors	14
Is a College Education Still Enough? The IT-Labor Relationship with Education Level, Task Routineness, and Artificial Intelligence	14
Going Beyond Deterrence: A Middle-Range Theory of Motives and Controls for Insider Computer Abuse	14
Lost in the Crowd: How Group Size and Content Moderation Shape User Engagement in Live Streaming	14
An Investigation of p-Hacking in E-Commerce A/B Testing	13
To Brush or Not to Brush: Product Rankings, Consumer Search, and Fake Orders	13
Operation Dumbo Drop: To Airdrop or Not to Airdrop for Initial Coin Offering Success?	13
The Influence of Media Capabilities on Knowledge Contribution in Online Communities	13
Proactive Resource Request for Disaster Response: A Deep Learning-Based Optimization Model	13
About Our Authors	13
The Effect of Voice AI on Digital Commerce	13
Better to Give Than to Receive: Impact of Adding a Donation Scheme to Reward-Based Crowdfunding Campaigns	13
Editorial Board	13
How Information Technology Overcomes Deficiencies for Innovation in Small and Medium-Sized Enterprises: Closed Innovation vs. Open Innovation	12
Editorial Board	12
Know Where to Invest: Platform Risk Evaluation in Online Lending	12
Ghosts in the Machine: How Marketing and Human Capital Investments Enhance Customer Growth When Innovative Services Leverage Self-Service Technologies	12
Ephemeral State-Dependent Recommendation for Digital Content	12
Integrated Decision Support for Disaster Risk Management: Aiding Preparedness and Response Decisions in Wildfire Management	12

Smart Markets for Real-Time Allocation of Multiproduct Resources: The Case of Shared Electric Vehicles	12
Physical Stores as Warehouses for Online Channels: Implications for Channel Choices Under Competition	12
Learning When Reading: Evidence from an Online Mobile Reading Platform	12
Impact of Own Brand Product Introduction on Optimal Pricing Models for Platform and Incumbent Sellers	12
Digital Development: Reimagining Research Beyond ICT4D	12
Moving Consumers from Free to Fee in Platform-Based Markets: An Empirical Study of Multiplayer Online Battle Arena Games	12
The Attraction Effect in Crowdfunding	12
Chat More and Contribute Better: An Empirical Study of a Knowledge-Sharing Community	12
Platform Loophole Exploitation, Recovery Measures, and User Engagement: A Quasi-Natural Experiment in Online Gaming	12
The Effect of Gender Expectations and Physical Attractiveness on Discussion of Weakness in Online Professional Recommendations	12
Strategic Best-Response Fairness Framework for Fair Machine Learning	12
Consumer Acquisition for Recommender Systems: A Theoretical Framework and Empirical Evaluations	12
Development Trajectory of Blockchain Platforms: The Role of Multirole	12
Information Asymmetry Among Investors and Strategic Bidding in Peer-to-Peer Lending	11
The Illusion of Authenticity in Online Reviews: Truth Bias and the Role of Valence	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
Healthcare Cost Prediction for Heterogeneous Patient Profiles Using Deep Learning Models with Administrative Claims Data	11
Augmenting Password Strength Meter Design Using the Elaboration Likelihood Model: Evidence from Randomized Experiments	11
1 + 1 > 2? Information, Humans, and Machines	11
An Examination of the Dynamics of Crowdsourcing Contests: Role of Feedback Type	11
Navigating the Storm: Toward a Theory of IT Portfolio Diversity, Leadership Power, and Organizational Resilience to Major Shocks	10
From Anonymity to Accountability: How Virtual Identity Disclosure Changes the Quantity and Quality of “Likes”	10
About Our Authors	10
The Costs of Ambiguous Information Disclosure: On the Unintended Consequences of Providing Restaurant Hygiene Scores on Platforms in the United States	10
Beyond Pairwise Network Interactions: Implications for Information Centrality	10
Consequences of China’s 2018 Online Lending Regulation and the Promise of PolicyTech	10
Acknowledgment to Reviewers (2021)	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
How IT Investments Help Hospitals Gain and Sustain Reputation in the Media: The Role of Signaling and Framing	10
Research Spotlights	10
Mobile Payment Adoption: An Empirical Investigation of Alipay	10
Dynamics of Shared Security in the Cloud	10
When the Clock Strikes: A Multimethod Investigation of On-the-Hour Effects in Online Learning	9
Consequences of Information Feed Integration on User Engagement and Contribution: A Natural Experiment in an Online Knowledge-Sharing Community	9
Editorial Board	9
Toward Artificial Intelligence Compliance: Impacts and Mechanisms of Performance Feedback	9
Personalized Privacy Preservation in Consumer Mobile Trajectories	9
Threatened by AI: Analyzing Users’ Responses to the Introduction of AI in a Crowd-Sourcing Platform	9
Satisfaction to Stay, Regret to Switch: Understanding Post-adoption Regret in Choosing Competing Technologies When Herding	9
About Our Authors	9
The Hidden Costs and Benefits of Monitoring in the Gig Economy	9
The Welfare Impact of Targeted Advertising Technologies	9
The Death of a Technical Skill	9
Impacts of Reducing Visibility of Friends’ Liked Content on User Content Engagement Across Newsfeed Channels	9
Game for Brainstorm: The Impact of a Badge System on Knowledge Sharing	8
When Gig Workers No Longer Gig: The Impact of California Assembly Bill 5 on the Online Labor Market	8
Growing Platforms by Adding Complementors Without a Contract	8
Mitigating Exposure Bias for Recommendations in Physical Spaces: An Unbiased Pairwise Ranking Approach Using Spatial Movement	8
Encouraging Eco-driving with Post-trip Visualized Storytelling: An Experiment Combining Eye-Tracking and a Driving Simulator	8
Where You Live Matters: Local Bank Competition, Online Marketplace Lending, and Disparity in Borrower Benefits	8
Task Characteristics and Incentives in Collaborative Problem Solving: Evidence from Three Field Experiments	8
Strategic Content Generation and Monetization in Financial Social Media	7
Pathways for Design Research on Artificial Intelligence	7
About Our Authors	7
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	7
Less Artificial, More Intelligent: Understanding Affinity, Trustworthiness, and Preference for Digital Humans	7
Informal Payments and Doctor Engagement in an Online Health Community: An Empirical Investigation Using Generalized Synthetic Control	7
All External Reference Prices Are Not the Same: How Magnitude, Source, and Fairness Shape Payment for Digital Goods	7
Uncovering the Neural Processes of Privacy: A Neurally Informed Behavioral Intervention to Protect Information Privacy	7
On-Demand Healthcare Platforms: Impact of Question and Answer Service on Online Consultations and Offline Appointments	7
Gamified Challenges in Online Weight-Loss Communities	7
Atrophy in Aging Systems: Evidence, Dynamics, and Antidote	6
Learning to Be Creative: A Mutually Exciting Spatiotemporal Point Process Model for Idea Generation in Open Innovation	6
The Scope of Software Patent Protection in the Digital Age: Evidence from Alice	6
Platform Refund Insurance or Being Cast Out: Quantifying the Signaling Effect of Refund Options in the Online Service Marketplace	6
Call for Papers—Special Issue of Information Systems Research—Unleashing the Power of Information Technology for Strategic Management of Disasters	6
The Open Prison of the Big Data Revolution: False Consciousness, Faustian Bargains, and Digital Entrapment	6
Emotions in Online Content Diffusion	6
Deep Learning of Spatiotemporal Patterns for Urban Mobility Prediction Using Big Data	6
Seems Legit: An Investigation of the Assessing and Sharing of Unverifiable Messages on Online Social Networks	6
Fast Forecasting of Unstable Data Streams for On-Demand Service Platforms	6
Untangling the Performance Impact of E-marketplace Sellers’ Deployment of Platform-Based Functions: A Configurational Perspective	6
Mispricing and Algorithm Trading	6
Understanding Volunteer Crowdsourcing from a Multiplex Perspective	6
The Impact of Process- vs. Outcome-Oriented Reviews on the Sales of Healthcare Services	6
Crowdworking: Nurturing Expert-Centric Absorptive Capacity	6
Predicting Instructor Performance in Online Education: An Interpretable Hierarchical Transformer with Contextual Attention	6
Blessing or Curse? Implications of Data Brokers for Publisher Competition	6
Bidder Support in Multi-item Multi-unit Continuous Combinatorial Auctions: A Unifying Theoretical Framework	6
Positive Demand Spillover of Popular App Adoption: Implications for Platform Owners’ Management of Complements	6
Effects of Managerial Response to Negative Reviews on Future Review Valence and Complaints	5
An Experimental Evaluation of Gender Differences in Responses to Major-Donor Funding Schemes for Crowdfunded Social Ventures	5
About Our Authors	5
Customer Engagement Prediction on Social Media: A Graph Neural Network Method	5
How Product Display Orientation Affects Customers’ Choice Satisfaction in Online Purchase: A Choice Closure Perspective	5
Cognitive Challenges in Human–Artificial Intelligence Collaboration: Investigating the Path Toward Productive Delegation	5
Impressionable or Immune? Examining the Influence of Marquee Sellers in B2B Secondary Market Platforms for IT Products	5
The Dark Side of Technological Modularity: Opportunistic Information Hiding During Interorganizational System Adoption	5
Algorithmic Interactions in Open Source Work	5
Editorial Board	5
Empowering Users with Narratives: Examining the Efficacy of Narratives for Understanding Data-Oriented Conceptual Models	5
The Interdependence of Coordination and Cooperation in Information Technology Outsourcing	5
Examining the Impact of Generative AI on Users’ Voluntary Knowledge Contribution: Evidence from A Natural Experiment on Stack Overflow	5