Information Systems Research

Article	Citations
Win by Hook or Crook? Self-Injecting Favorable Online Reviews to Fight Adjacent Rivals	272
Intellectual Diversity in IS Research: Discipline-Based Conceptualization and an Illustration from Information Systems Research	179
Forced to Change? Media Exposure of Labor Issues and Firm Artificial Intelligence Investment	162
Juggling Information Technology (IT) Exploration and Exploitation: A Proportional Balance View of IT Ambidexterity	148
Identification of Causal Mechanisms from Randomized Experiments: A Framework for Endogenous Mediation Analysis	72
A Study of Ride-Hailing Platforms’ Business Models in the Presence of Surge Demand	70
Bystanders Join in Cyberbullying on Social Networking Sites: The Deindividuation and Moral Disengagement Perspectives	69
Asymmetric Learning Effects of Chief Information Officer Outside Board Appointments: Cybersecurity Implications for Sender and Receiver Firms	68
To Partner or Not to Partner? The Partnership Between Platforms and Data Brokers in Two-Sided Markets	66
Understanding the Dynamic and Episodic Nature of Technostressors and Their Effects on Cyberdeviance: A Daily Field Investigation	66
Lost Time in Crowdsourcing Contests	62
An Economic Analysis of Rebates Conditional on Positive Reviews	61
Does Virtual Reality Help Property Sales? Empirical Evidence from a Real Estate Platform	61
Generalizing the Information Systems Artifact	61
Team-Enacted Use vs. Developer-Needed Use of Agile Practices: How Perceptual (In-)Congruence and Team Feedback-Seeking Shape Developer Well-Being	60
Editorial Board	59
Ontology-Based Intelligent Interface Personalization for Protection Against Phishing Attacks	58
A General-Purpose IT Intervention to Improve Human Decision Making, Strengthen Passwords, and Reduce Receptivity to Misinformation	57
Leveraging the Digital Tracing Alert in Virus Fight: The Impact of COVID-19 Cell Broadcast on Population Movement	51
Can Regulation Restore Authenticity? Evidence from Policies Against Online Review Suppression	50
Human vs. Automated Sales Agents: How and Why Customer Responses Shift Across Sales Stages	49
A Hashtag Is Worth a Thousand Words: An Empirical Investigation of Social Media Strategies in Trademarking Hashtags	48
Artificial Intelligence and Firm Resilience: Empirical Evidence from Natural Disaster Shocks	48
Research Spotlights	45
Research Spotlights	44

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	44
Editorial: Some Thoughts on Reviewing for Information Systems Research and Other Leading Information Systems Journals	43
IT Knowledge Spillovers, Absorptive Capacity, and Productivity: Evidence from Enterprise Software	43
Online Food Delivery Platforms and Female Labor Force Participation	42
Save Face or Save Life: Physicians’ Dilemma in Using Clinical Decision Support Systems	41
Uncertainty Reduction vs. Reciprocity: Understanding the Effect of a Platform-Initiated Reviewer Incentive Program on Regular Ratings	41
Acknowledgment to Reviewers (2022)	39
Follow Your Heart or Listen to Users? The Case of Mobile App Design	39
Who’s Watching TV?	38
User-Generated Content Shapes Judicial Reasoning: Evidence from a Randomized Control Trial on Wikipedia	38
Transporting Causal Effects Across Populations Using Structural Causal Modeling: An Illustration to Work-from-Home Productivity	38
Monitoring and Home Bias in Global Hiring: Evidence from an Online Labor Platform	38
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	37
The Next Frontiers of Digital Innovation Research	37
Punished for Success? A Natural Experiment of Displaying Clinical Hospital Quality on Review Platforms	36
Sprint Zeal or Sprint Fatigue? The Benefits and Burdens of Agile ISD Practices Use for Developer Well-Being	36
Deeper Down the Rabbit Hole: How Technology Conspiracy Beliefs Emerge and Foster a Conspiracy Mindset	36
On the Same Page? What Users Benefit from a Desktop View on Mobile Devices	35
How to Tell a (News) Story? Quantifying the Impact of News Format and Storytelling on Engagement	34
About Our Authors	34
Functional IT Complementarity and Hospital Performance in the United States: A Longitudinal Investigation	33
Ontology-Based Information Extraction for Labeling Radical Online Content Using Distant Supervision	33
Predicting Stages in Omnichannel Path to Purchase: A Deep Learning Model	33
Getting Personal: A Deep Learning Artifact for Text-Based Measurement of Personality	32
Noisebnb: An Empirical Analysis of Home-Sharing Platforms and Residential Noise Complaints	32
Research Spotlights	32
A Theory of Information Compression: When Judgments Are Costly	31
A Natural Disaster Reshapes Prosocial Microlending	31
Software Components and Product Variety in a Platform Ecosystem: A Dynamic Network Analysis of WordPress	30
About Our Authors	30
Pricing in Nonconvex Markets: How to Price Electricity in the Presence of Demand Response	30
Between Human and System Agency: Coping with Negative Incidents for Continued Effective Use of Wearables	29
The Secret to Finding a Match: A Field Experiment on Choice Capacity Design in an Online Dating Platform	29
When More Can Be Less: The Effect of Add-On Insurance on the Consumption of Professional Services	29
Omnificence or Differentiation? An Empirical Study of Knowledge Structure and Career Development of IT Workers	29
Departmental Boundaries and Knowledge Sharing in Corporate Online Communities	28
Fun Shopping: A Randomized Field Experiment on Gamification	28
Complementarity Between Investment in Information Technology (IT) and IT Human Resources: Implications for Different Types of Firm Innovation	28
More Than a Bot? The Impact of Disclosing Human Involvement on Customer Interactions with Hybrid Service Agents	27
Which Enemy to Dance with? A New Role of Software Piracy in Influencing Antipiracy Strategies	27
Expl(AI)ned: The Impact of Explainable Artificial Intelligence on Users’ Information Processing	27
Can Providing Algorithmic Performance Information Facilitate Humans’ Inventory Ordering Behaviors?	27
Research Spotlights	26
Why Is the Grass Always Greener on the Other Side? Tourist Bias in Online Restaurant Ratings	26
Editorial Board	26
Evening the Odds in a Gendered Workplace: The Empowering Role of Knowledge Repositories	26
Research Spotlights	26
Agent-Based Data Curation Practices: Customer Responses to Human versus Algorithmic Data Requesters in Established Business-to-Business Relationships	25
Organizing for Software Product Development: The Effects of Team Structure, Product Complexity, and Cross-Team Coordination	25
Ridesharing and Digital Resilience for Urban Anomalies: Evidence from the New York City Taxi Market	23

Racial Bias in Customer Service: Evidence from Twitter	23
Sparking Innovation: The Effect of Inventor Gender Diversity on Recombinant Innovation	23
Pushing Yourself Harder: The Effects of Mobile Touch Modes on Users’ Self-Regulation	23
Adjusting Skillset Cohesion in Online Labor Markets: Reputation Gains and Opportunity Losses	23
Shedding Light on the Dark: The Impact of Legal Enforcement on Darknet Transactions	23
Short-Form Videos and Mental Health: A Knowledge-Guided Neural Topic Model	21
Single-Sourcing vs. Multisourcing: An Empirical Analysis of Large Information Technology Outsourcing Arrangements	21
Unveiling the Cost of Free: How an Ad-Sponsored Model Affects Serialized Digital Content Creation	21
About Our Authors	21
Overcoming the Single-IS Paradigm in Individual-Level IS Research	20
When Does Beauty Pay? A Large-Scale Image-Based Appearance Analysis on Career Transitions	20
The Screening Role of Design Parameters for Service Procurement Auctions in Online Service Outsourcing Platforms	20
Editorial Board	20
Rethinking Gamification Failure: A Model and Investigation of Gamified System Maladaptive Behaviors	20
Extending Digital Ventures Through Templating	20
Routine and Innovative Use of Enterprise System: Intricacy of Change Management Levers, System Characteristics, and Regulatory Focus	20
Business Value of Information Technology Capabilities: An Institutional Governance Perspective	19
The Janus Effect of Generative AI: Charting the Path for Responsible Conduct of Scholarly Activities in Information Systems	19
How Network Embeddedness Affects Real-Time Performance Feedback: An Empirical Investigation	19
Green Data Analytics of Supercomputing from Massive Sensor Networks: Does Workload Distribution Matter?	19
Decide Now or Later: Making Sense of Incoherence Across Online Reviews	19
When Sharing Economy Meets Traditional Business: Coopetition Between Ride-Sharing Platforms and Car-Rental Firms	19
The Effects of the FTC Policy and Affiliation Disclosures on Product Review Video Engagement: Evidence from YouTube	18
Mr. Right or Mr. Best: The Role of Information Under Preference Mismatch in Online Dating	18
Contextual Targeting in mHealth Apps: Harnessing Weather Information and Message Framing to Increase Physical Activity	18
Can Crowdchecking Curb Misinformation? Evidence from Community Notes	18
Numerological Heuristics and Credit Risk in Peer-to-Peer Lending	18
Digital Approaches to Societal Grand Challenges: Toward a Broader Research Agenda on Managing Global-Local Design Tensions	18
How Is Mobile User Behavior Different? A Hidden Markov Model of Cross-Mobile Application Usage Dynamics	18
About Our Authors	18
Motion Sensor–Based Fall Prevention for Senior Care: A Hidden Markov Model with Generative Adversarial Network Approach	17
Exaptation in Platforms: A Theory of Origins, Mechanisms, and Consequences	17
Beyond Digital vs. IT: The Untold Story of Their Relationship from an Organizing Logic Perspective	17
Social Media Marketing, Quality Signaling, and the Goldilocks Principle	17
Trial-Period Technostress: A Conceptual Definition and Mixed-Methods Investigation	17
The Decoy Effect and Recommendation Systems	17
Dynamic Bayesian Network–Based Product Recommendation Considering Consumers’ Multistage Shopping Journeys: A Marketing Funnel Perspective	17
Post-Earnings-Announcement Drift Prediction: Leveraging Postevent Investor Responses with Multitask Learning	17
Editorial: There Are Promises to Keep and Miles to Go Before I Leave…	16
Sponsored Tasks and Solver Participation in Crowdsourcing Contests	16
Optimal Joint Assortment for an Omni-Channel Retailer	16
A Smart Ad Display System	16
Research Spotlights	16
When to Broadcast? Inventory Disclosure Policies for Online Sales of Limited Inventory	16
Promoting Security Behaviors in Remote Work Environments: Personal Values Shaping Information Security Policy Compliance	16
An Explainable Artificial Intelligence Approach Using Graph Learning to Predict Intensive Care Unit Length of Stay	16
Developing a Composite Measure to Represent Information Flows in Networks: Evidence from a Stock Market	15
Geographical Pattern of Online Word of Mouth: How Offline Environment Influences Online Sharing	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	15
Personalized Ranking at a Mobile App Distribution Platform	15
When Images Backfire: The Effect of Customer-Generated Images on Product Rating Dynamics	15
Speak with One Voice? Examining Content Coordination and Social Media Engagement During Disasters	15
Seller Organization and Percentage Fee Design in the Daily Deal Market	14
About Our Authors	14
An Investigation of p-Hacking in E-Commerce A/B Testing	14
Is a College Education Still Enough? The IT-Labor Relationship with Education Level, Task Routineness, and Artificial Intelligence	14
The Influence of Media Capabilities on Knowledge Contribution in Online Communities	14
Programming Tasks Impact Responses to Moral Dilemmas for Novice Programmers	14
Opening First-Party App Resources: Empirical Evidence of Free-Riding	14
Knowing (Not) to Know: Explainable Artificial Intelligence and Human Metacognition	14
Better Is Better? Signaling Paradoxes in Performance-Based Advertising	14
Proactive Resource Request for Disaster Response: A Deep Learning-Based Optimization Model	14
To Brush or Not to Brush: Product Rankings, Consumer Search, and Fake Orders	14
Better to Give Than to Receive: Impact of Adding a Donation Scheme to Reward-Based Crowdfunding Campaigns	14
Going Beyond Deterrence: A Middle-Range Theory of Motives and Controls for Insider Computer Abuse	14
Augmenting Social Bot Detection with Crowd-Generated Labels	14
Research Spotlights	14
Emotionality in Political Social Media Communications: The Moderating Role of Audience Diversity	14
The Effect of Voice AI on Digital Commerce	14
Lost in the Crowd: How Group Size and Content Moderation Shape User Engagement in Live Streaming	14
Analyzing the Impact of Public Buyer–Seller Engagement During Online Auctions	14
Interorganizational Systems and Supply Chain Agility in Uncertain Environments: The Mediation Role of Supply Chain Collaboration	13
Consumer Acquisition for Recommender Systems: A Theoretical Framework and Empirical Evaluations	13
Strategic Best-Response Fairness Framework for Fair Machine Learning	13
The Attraction Effect in Crowdfunding	13
How Recommendation Affects Customer Search: A Field Experiment	13
Editorial Board	13
To Claim or Not To Claim? Hidden Costs of Business Page Claiming	13
Development Trajectory of Blockchain Platforms: The Role of Multirole	13

About Our Authors	13
Digital Development: Reimagining Research Beyond ICT4D	13
Chat More and Contribute Better: An Empirical Study of a Knowledge-Sharing Community	13
Integrated Decision Support for Disaster Risk Management: Aiding Preparedness and Response Decisions in Wildfire Management	13
Informal Payments and Doctor Engagement in an Online Health Community: An Empirical Investigation Using Generalized Synthetic Control	13
Ephemeral State-Dependent Recommendation for Digital Content	12
Physical Stores as Warehouses for Online Channels: Implications for Channel Choices Under Competition	12
Smart Markets for Real-Time Allocation of Multiproduct Resources: The Case of Shared Electric Vehicles	12
How Information Technology Overcomes Deficiencies for Innovation in Small and Medium-Sized Enterprises: Closed Innovation vs. Open Innovation	12
Moving Consumers from Free to Fee in Platform-Based Markets: An Empirical Study of Multiplayer Online Battle Arena Games	12
Platform Loophole Exploitation, Recovery Measures, and User Engagement: A Quasi-Natural Experiment in Online Gaming	12
Ghosts in the Machine: How Marketing and Human Capital Investments Enhance Customer Growth When Innovative Services Leverage Self-Service Technologies	11
Learning When Reading: Evidence from an Online Mobile Reading Platform	11
Impact of Own Brand Product Introduction on Optimal Pricing Models for Platform and Incumbent Sellers	11
The Effect of Gender Expectations and Physical Attractiveness on Discussion of Weakness in Online Professional Recommendations	11
Operation Dumbo Drop: To Airdrop or Not to Airdrop for Initial Coin Offering Success?	11
Editorial Board	11
An Examination of the Dynamics of Crowdsourcing Contests: Role of Feedback Type	10
Space Norms for Constructing Quality Reviews on Online Consumer Review Sites	10
The Illusion of Authenticity in Online Reviews: Truth Bias and the Role of Valence	10
Mobile Payment Adoption: An Empirical Investigation of Alipay	10
Healthcare Cost Prediction for Heterogeneous Patient Profiles Using Deep Learning Models with Administrative Claims Data	10
From Anonymity to Accountability: How Virtual Identity Disclosure Changes the Quantity and Quality of “Likes”	10
The Path to Hedonic Information System Use Addiction: A Process Model in the Context of Social Networking Sites	10
How IT Investments Help Hospitals Gain and Sustain Reputation in the Media: The Role of Signaling and Framing	10
Know Where to Invest: Platform Risk Evaluation in Online Lending	10
Information Asymmetry Among Investors and Strategic Bidding in Peer-to-Peer Lending	10
1 + 1 > 2? Information, Humans, and Machines	9
Augmenting Password Strength Meter Design Using the Elaboration Likelihood Model: Evidence from Randomized Experiments	9
When Is More Merrier? A Cloud-Based Architecture to Procure Impressions from Multiple Ad Exchanges	9
The Costs of Ambiguous Information Disclosure: On the Unintended Consequences of Providing Restaurant Hygiene Scores on Platforms in the United States	9
Acknowledgment to Reviewers (2021)	9
Navigating the Storm: Toward a Theory of IT Portfolio Diversity, Leadership Power, and Organizational Resilience to Major Shocks	9
Research Spotlights	9
About Our Authors	9
The Welfare Impact of Targeted Advertising Technologies	9
Beyond Pairwise Network Interactions: Implications for Information Centrality	9
Dynamics of Shared Security in the Cloud	8
Consequences of Information Feed Integration on User Engagement and Contribution: A Natural Experiment in an Online Knowledge-Sharing Community	8
The Hidden Costs and Benefits of Monitoring in the Gig Economy	8
Toward Artificial Intelligence Compliance: Impacts and Mechanisms of Performance Feedback	8
Consequences of China’s 2018 Online Lending Regulation and the Promise of PolicyTech	8
Push It Cross the Finish Line—Designing Online Interfaces to Induce Choice Closure at the Postdecision Prepurchase Stage	8
When the Clock Strikes: A Multimethod Investigation of On-the-Hour Effects in Online Learning	8
Editorial Board	8
Growing Platforms by Adding Complementors Without a Contract	8
Personalized Privacy Preservation in Consumer Mobile Trajectories	8
Threatened by AI: Analyzing Users’ Responses to the Introduction of AI in a Crowd-Sourcing Platform	8
About Our Authors	8
Impacts of Reducing Visibility of Friends’ Liked Content on User Content Engagement Across Newsfeed Channels	8
Uncovering the Neural Processes of Privacy: A Neurally Informed Behavioral Intervention to Protect Information Privacy	7
Task Characteristics and Incentives in Collaborative Problem Solving: Evidence from Three Field Experiments	7
Encouraging Eco-driving with Post-trip Visualized Storytelling: An Experiment Combining Eye-Tracking and a Driving Simulator	7
Predicting Instructor Performance in Online Education: An Interpretable Hierarchical Transformer with Contextual Attention	7
Crowdworking: Nurturing Expert-Centric Absorptive Capacity	7
The Scope of Software Patent Protection in the Digital Age: Evidence from Alice	7
The Death of a Technical Skill	7
Informal Payments and Doctor Engagement in an Online Health Community: An Empirical Investigation Using Generalized Synthetic Control	7
Game for Brainstorm: The Impact of a Badge System on Knowledge Sharing	7
Satisfaction to Stay, Regret to Switch: Understanding Post-adoption Regret in Choosing Competing Technologies When Herding	7
On-Demand Healthcare Platforms: Impact of Question and Answer Service on Online Consultations and Offline Appointments	7
All External Reference Prices Are Not the Same: How Magnitude, Source, and Fairness Shape Payment for Digital Goods	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
When Gig Workers No Longer Gig: The Impact of California Assembly Bill 5 on the Online Labor Market	7
Seems Legit: An Investigation of the Assessing and Sharing of Unverifiable Messages on Online Social Networks	7
Mitigating Exposure Bias for Recommendations in Physical Spaces: An Unbiased Pairwise Ranking Approach Using Spatial Movement	7
Less Artificial, More Intelligent: Understanding Affinity, Trustworthiness, and Preference for Digital Humans	7
About Our Authors	7
Strategic Content Generation and Monetization in Financial Social Media	7
Pathways for Design Research on Artificial Intelligence	7
Atrophy in Aging Systems: Evidence, Dynamics, and Antidote	6
The Impact of Process- vs. Outcome-Oriented Reviews on the Sales of Healthcare Services	6
Fast Forecasting of Unstable Data Streams for On-Demand Service Platforms	6
Blessing or Curse? Implications of Data Brokers for Publisher Competition	6
A Bitter Pill to Swallow? The Consequences of Patient Evaluation in Online Health Question-and-Answer Platforms	6
The Interdependence of Coordination and Cooperation in Information Technology Outsourcing	6
Positive Demand Spillover of Popular App Adoption: Implications for Platform Owners’ Management of Complements	6
Emotions in Online Content Diffusion	6
Deep Learning of Spatiotemporal Patterns for Urban Mobility Prediction Using Big Data	6
Understanding Volunteer Crowdsourcing from a Multiplex Perspective	6
Platform Refund Insurance or Being Cast Out: Quantifying the Signaling Effect of Refund Options in the Online Service Marketplace	6
The Open Prison of the Big Data Revolution: False Consciousness, Faustian Bargains, and Digital Entrapment	6
Impressionable or Immune? Examining the Influence of Marquee Sellers in B2B Secondary Market Platforms for IT Products	6
Mispricing and Algorithm Trading	6
Gamified Challenges in Online Weight-Loss Communities	6
Bidder Support in Multi-item Multi-unit Continuous Combinatorial Auctions: A Unifying Theoretical Framework	6
Mobile Apps, Trading Behaviors, and Portfolio Performance: Evidence from a Quasi-Experiment in China	6
Empowering Users with Narratives: Examining the Efficacy of Narratives for Understanding Data-Oriented Conceptual Models	6
About Our Authors	6
Untangling the Performance Impact of E-marketplace Sellers’ Deployment of Platform-Based Functions: A Configurational Perspective	6
Probing Digital Footprints and Reaching for Inherent Preferences: A Cause-Disentanglement Approach to Personalized Recommendations	5
Effects of Managerial Response to Negative Reviews on Future Review Valence and Complaints	5
Flow of the Game: A Hidden Markov Model of Player Engagement in Online Mobile Games	5
Effect of Online Professional Network Recommendations on the Likelihood of an Interview: A Field Study	5
When Variety Seeking Meets Unexpectedness: Incorporating Variety-Seeking Behaviors into Design of Unexpected Recommender Systems	5