Information Systems Research

Article	Citations
Research Spotlights	247
Research Spotlights	229
Editorial Board	222
Understanding the Dynamic and Episodic Nature of Technostressors and Their Effects on Cyberdeviance: A Daily Field Investigation	145
Generalizing the Information Systems Artifact	118
Does Virtual Reality Help Property Sales? Empirical Evidence from a Real Estate Platform	101
Intellectual Diversity in IS Research: Discipline-Based Conceptualization and an Illustration from Information Systems Research	83
Win by Hook or Crook? Self-Injecting Favorable Online Reviews to Fight Adjacent Rivals	82
A Study of Ride-Hailing Platforms’ Business Models in the Presence of Surge Demand	71
Lost Time in Crowdsourcing Contests	59
Forced to Change? Media Exposure of Labor Issues and Firm Artificial Intelligence Investment	59
To Partner or Not to Partner? The Partnership Between Platforms and Data Brokers in Two-Sided Markets	58
Team-Enacted Use versus Developer-Needed Use of Agile Practices: How Perceptual (In-)Congruence and Team Feedback-Seeking Shape Developer Well-Being	58
Competition and Distortion: A Theory of Information Bias on the Peer-to-Peer Lending Market	57
An Economic Analysis of Rebates Conditional on Positive Reviews	56
Identification of Causal Mechanisms from Randomized Experiments: A Framework for Endogenous Mediation Analysis	56
Bystanders Join in Cyberbullying on Social Networking Sites: The Deindividuation and Moral Disengagement Perspectives	54
Juggling Information Technology (IT) Exploration and Exploitation: A Proportional Balance View of IT Ambidexterity	53
User Competence with Enterprise Systems: The Effects of Work Environment Factors	53
Editorial Board	52
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	50
Research Spotlights	50
IT Knowledge Spillovers, Absorptive Capacity, and Productivity: Evidence from Enterprise Software	49
Ontology-Based Intelligent Interface Personalization for Protection Against Phishing Attacks	48

Save Face or Save Life: Physicians’ Dilemma in Using Clinical Decision Support Systems	48
Online Food Delivery Platforms and Female Labor Force Participation	47
Leveraging the Digital Tracing Alert in Virus Fight: The Impact of COVID-19 Cell Broadcast on Population Movement	42
Artificial Intelligence and Firm Resilience: Empirical Evidence from Natural Disaster Shocks	42
Editorial: Some Thoughts on Reviewing for Information Systems Research and Other Leading Information Systems Journals	41
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	40
Not Registered? Please Sign Up First: A Randomized Field Experiment on the Ex Ante Registration Request	40
Acknowledgment to Reviewers (2022)	40
Uncertainty Reduction vs. Reciprocity: Understanding the Effect of a Platform-Initiated Reviewer Incentive Program on Regular Ratings	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
About Our Authors	39
Follow Your Heart or Listen to Users? The Case of Mobile App Design	39
Transporting Causal Effects Across Populations Using Structural Causal Modeling: An Illustration to Work-from-Home Productivity	39
On the Same Page? What Users Benefit from a Desktop View on Mobile Devices	38
Punished for Success? A Natural Experiment of Displaying Clinical Hospital Quality on Review Platforms	37
Ontology-Based Information Extraction for Labeling Radical Online Content Using Distant Supervision	36
User-Generated Content Shapes Judicial Reasoning: Evidence from a Randomized Control Trial on Wikipedia	36
Deeper Down the Rabbit Hole: How Technology Conspiracy Beliefs Emerge and Foster a Conspiracy Mindset	36
Who’s Watching TV?	36
The Next Frontiers of Digital Innovation Research	36
Monitoring and Home Bias in Global Hiring: Evidence from an Online Labor Platform	36
Sprint Zeal or Sprint Fatigue? The Benefits and Burdens of Agile ISD Practices Use for Developer Well-Being	35
Predicting Stages in Omnichannel Path to Purchase: A Deep Learning Model	35
Getting Personal: A Deep Learning Artifact for Text-Based Measurement of Personality	35
Functional IT Complementarity and Hospital Performance in the United States: A Longitudinal Investigation	34
Research Spotlights	32
A Theory of Information Compression: When Judgments Are Costly	30
Noisebnb: An Empirical Analysis of Home-Sharing Platforms and Residential Noise Complaints	30
Pricing in Nonconvex Markets: How to Price Electricity in the Presence of Demand Response	30
Software Components and Product Variety in a Platform Ecosystem: A Dynamic Network Analysis of WordPress	30
Omnificence or Differentiation? An Empirical Study of Knowledge Structure and Career Development of IT Workers	28
Focus Within or On Others: The Impact of Reviewers’ Attentional Focus on Review Helpfulness	28
Which Enemy to Dance with? A New Role of Software Piracy in Influencing Antipiracy Strategies	28
A Natural Disaster Reshapes Prosocial Microlending	27
When More Can Be Less: The Effect of Add-On Insurance on the Consumption of Professional Services	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
Can Providing Algorithmic Performance Information Facilitate Humans’ Inventory Ordering Behaviors?	27
Complementarity Between Investment in Information Technology (IT) and IT Human Resources: Implications for Different Types of Firm Innovation	27
Departmental Boundaries and Knowledge Sharing in Corporate Online Communities	27
The Secret to Finding a Match: A Field Experiment on Choice Capacity Design in an Online Dating Platform	27
Fun Shopping: A Randomized Field Experiment on Gamification	27
Research Spotlights	27
Research Spotlights	26
Editorial Board	26
Single-Sourcing vs. Multisourcing: An Empirical Analysis of Large Information Technology Outsourcing Arrangements	26
Racial Bias in Customer Service: Evidence from Twitter	25
Shedding Light on the Dark: The Impact of Legal Enforcement on Darknet Transactions	25
Ridesharing and Digital Resilience for Urban Anomalies: Evidence from the New York City Taxi Market	25
About Our Authors	24

Organizing for Software Product Development: The Effects of Team Structure, Product Complexity, and Cross-Team Coordination	24
Adjusting Skillset Cohesion in Online Labor Markets: Reputation Gains and Opportunity Losses	24
Pushing Yourself Harder: The Effects of Mobile Touch Modes on Users’ Self-Regulation	24
Sparking Innovation: The Effect of Inventor Gender Diversity on Recombinant Innovation	24
Extending Digital Ventures Through Templating	23
When Sharing Economy Meets Traditional Business: Coopetition Between Ride-Sharing Platforms and Car-Rental Firms	23
Green Data Analytics of Supercomputing from Massive Sensor Networks: Does Workload Distribution Matter?	23
The Screening Role of Design Parameters for Service Procurement Auctions in Online Service Outsourcing Platforms	22
The Janus Effect of Generative AI: Charting the Path for Responsible Conduct of Scholarly Activities in Information Systems	22
Overcoming the Single-IS Paradigm in Individual-Level IS Research	21
Rethinking Gamification Failure: A Model and Investigation of Gamified System Maladaptive Behaviors	21
When Does Beauty Pay? A Large-Scale Image-Based Appearance Analysis on Career Transitions	21
How Network Embeddedness Affects Real-Time Performance Feedback: An Empirical Investigation	21
Unveiling the Cost of Free: How an Ad-Sponsored Model Affects Serialized Digital Content Creation	20
Contextual Targeting in mHealth Apps: Harnessing Weather Information and Message Framing to Increase Physical Activity	20
Short-Form Videos and Mental Health: A Knowledge-Guided Neural Topic Model	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	20
Decide Now or Later: Making Sense of Incoherence Across Online Reviews	19
Dynamic Bayesian Network–Based Product Recommendation Considering Consumers’ Multistage Shopping Journeys: A Marketing Funnel Perspective	19
About Our Authors	19
Trial-Period Technostress: A Conceptual Definition and Mixed-Methods Investigation	19
Social Media Marketing, Quality Signaling, and the Goldilocks Principle	19
Mr. Right or Mr. Best: The Role of Information Under Preference Mismatch in Online Dating	18
The Power of Renegotiation and Monitoring in Software Outsourcing: Substitutes or Complements?	18
Post-Earnings-Announcement Drift Prediction: Leveraging Postevent Investor Responses with Multitask Learning	18
Motion Sensor–Based Fall Prevention for Senior Care: A Hidden Markov Model with Generative Adversarial Network Approach	18
Beyond Digital vs. IT: The Untold Story of Their Relationship from an Organizing Logic Perspective	18
Numerological Heuristics and Credit Risk in Peer-to-Peer Lending	18
The Impact of an Augmented-Reality Game on Local Businesses: A Study of Pokémon Go on Restaurants	17
The Decoy Effect and Recommendation Systems	17
When Images Backfire: The Effect of Customer-Generated Images on Product Rating Dynamics	17
Digital Approaches to Societal Grand Challenges: Toward a Broader Research Agenda on Managing Global-Local Design Tensions	17
An Explainable Artificial Intelligence Approach Using Graph Learning to Predict Intensive Care Unit Length of Stay	17
Promoting Security Behaviors in Remote Work Environments: Personal Values Shaping Information Security Policy Compliance	17
Editorial: There Are Promises to Keep and Miles to Go Before I Leave…	17
How Is Mobile User Behavior Different? A Hidden Markov Model of Cross-Mobile Application Usage Dynamics	17
Exaptation in Platforms: A Theory of Origins, Mechanisms, and Consequences	17
When to Broadcast? Inventory Disclosure Policies for Online Sales of Limited Inventory	17
Research Spotlights	17
Developing a Composite Measure to Represent Information Flows in Networks: Evidence from a Stock Market	16
Optimal Joint Assortment for an Omni-Channel Retailer	16
Augmenting Social Bot Detection with Crowd-Generated Labels	16
Healthcare Across Boundaries: Urban-Rural Differences in the Consequences of Telehealth Adoption	16
Geographical Pattern of Online Word of Mouth: How Offline Environment Influences Online Sharing	16
Opening First-Party App Resources: Empirical Evidence of Free-Riding	16
Speak with One Voice? Examining Content Coordination and Social Media Engagement During Disasters	16
A Smart Ad Display System	16
Sponsored Tasks and Solver Participation in Crowdsourcing Contests	16
Personalized Ranking at a Mobile App Distribution Platform	16
Reporting Technologies and Textual Readability: Evidence from the XBRL Mandate	15
Seller Organization and Percentage Fee Design in the Daily Deal Market	15
About Our Authors	15
Direct and Indirect Spillovers from Content Providers’ Switching: Evidence from Online Livestreaming	15
Better Is Better? Signaling Paradoxes in Performance-Based Advertising	14
Is a College Education Still Enough? The IT-Labor Relationship with Education Level, Task Routineness, and Artificial Intelligence	14
Lost in the Crowd: How Group Size and Content Moderation Shape User Engagement in Live Streaming	14
Emotionality in Political Social Media Communications: The Moderating Role of Audience Diversity	14
About Our Authors	14
Better to Give Than to Receive: Impact of Adding a Donation Scheme to Reward-Based Crowdfunding Campaigns	14
An Investigation of p-Hacking in E-Commerce A/B Testing	14
To Brush or Not to Brush: Product Rankings, Consumer Search, and Fake Orders	14
Research Spotlights	14
Analyzing the Impact of Public Buyer–Seller Engagement During Online Auctions	14
Informal Payments and Doctor Engagement in an Online Health Community: An Empirical Investigation Using Generalized Synthetic Control	14
Going Beyond Deterrence: A Middle-Range Theory of Motives and Controls for Insider Computer Abuse	14
How Recommendation Affects Customer Search: A Field Experiment	13
Interorganizational Systems and Supply Chain Agility in Uncertain Environments: The Mediation Role of Supply Chain Collaboration	13
Dynamic, Multidimensional, and Skillset-Specific Reputation Systems for Online Work	13
Editorial Board	13
Proactive Resource Request for Disaster Response: A Deep Learning-Based Optimization Model	13
About Our Authors	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
The Effect of Voice AI on Digital Commerce	13
Physical Stores as Warehouses for Online Channels: Implications for Channel Choices Under Competition	13
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
Smart Markets for Real-Time Allocation of Multiproduct Resources: The Case of Shared Electric Vehicles	12
Editorial Board	12

Platform Loophole Exploitation, Recovery Measures, and User Engagement: A Quasi-Natural Experiment in Online Gaming	12
Strategic Best-Response Fairness Framework for Fair Machine Learning	12
Development Trajectory of Blockchain Platforms: The Role of Multirole	12
How Information Technology Overcomes Deficiencies for Innovation in Small and Medium-Sized Enterprises: Closed Innovation vs. Open Innovation	12
Integrated Decision Support for Disaster Risk Management: Aiding Preparedness and Response Decisions in Wildfire Management	12
Consumer Acquisition for Recommender Systems: A Theoretical Framework and Empirical Evaluations	12
Ephemeral State-Dependent Recommendation for Digital Content	12
Impact of Own Brand Product Introduction on Optimal Pricing Models for Platform and Incumbent Sellers	12
Ghosts in the Machine: How Marketing and Human Capital Investments Enhance Customer Growth When Innovative Services Leverage Self-Service Technologies	12
How IT Investments Help Hospitals Gain and Sustain Reputation in the Media: The Role of Signaling and Framing	11
Healthcare Cost Prediction for Heterogeneous Patient Profiles Using Deep Learning Models with Administrative Claims Data	11
The Effect of Gender Expectations and Physical Attractiveness on Discussion of Weakness in Online Professional Recommendations	11
The Illusion of Authenticity in Online Reviews: Truth Bias and the Role of Valence	11
The Path to Hedonic Information System Use Addiction: A Process Model in the Context of Social Networking Sites	11
Space Norms for Constructing Quality Reviews on Online Consumer Review Sites	11
From Anonymity to Accountability: How Virtual Identity Disclosure Changes the Quantity and Quality of “Likes”	11
Know Where to Invest: Platform Risk Evaluation in Online Lending	11
The Costs of Ambiguous Information Disclosure: On the Unintended Consequences of Providing Restaurant Hygiene Scores on Platforms in the United States	10
Mobile Payment Adoption: An Empirical Investigation of Alipay	10
Consequences of China’s 2018 Online Lending Regulation and the Promise of PolicyTech	10
Augmenting Password Strength Meter Design Using the Elaboration Likelihood Model: Evidence from Randomized Experiments	10
When the Clock Strikes: A Multimethod Investigation of On-the-Hour Effects in Online Learning	10
The Welfare Impact of Targeted Advertising Technologies	10
About Our Authors	10
Information Asymmetry Among Investors and Strategic Bidding in Peer-to-Peer Lending	10
1 + 1 > 2? Information, Humans, and Machines	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
Discount Schemes for the Preemptible Service of a Cloud Platform with Unutilized Capacity	10
An Examination of the Dynamics of Crowdsourcing Contests: Role of Feedback Type	10
Research Spotlights	10
Dynamics of Shared Security in the Cloud	10
The Hidden Costs and Benefits of Monitoring in the Gig Economy	9
Personalized Privacy Preservation in Consumer Mobile Trajectories	9
Consequences of Information Feed Integration on User Engagement and Contribution: A Natural Experiment in an Online Knowledge-Sharing Community	9
Navigating the Storm: Toward a Theory of IT Portfolio Diversity, Leadership Power, and Organizational Resilience to Major Shocks	9
Threatened by AI: Analyzing Users’ Responses to the Introduction of AI in a Crowd-Sourcing Platform	9
About Our Authors	9
Editorial Board	8
Less Artificial, More Intelligent: Understanding Affinity, Trustworthiness, and Preference for Digital Humans	8
Game for Brainstorm: The Impact of a Badge System on Knowledge Sharing	8
Impacts of Reducing Visibility of Friends’ Liked Content on User Content Engagement Across Newsfeed Channels	8
Informal Payments and Doctor Engagement in an Online Health Community: An Empirical Investigation Using Generalized Synthetic Control	8
The Death of a Technical Skill	8
Satisfaction to Stay, Regret to Switch: Understanding Post-adoption Regret in Choosing Competing Technologies When Herding	8
Pathways for Design Research on Artificial Intelligence	8
Encouraging Eco-driving with Post-trip Visualized Storytelling: An Experiment Combining Eye-Tracking and a Driving Simulator	8
Uncovering the Neural Processes of Privacy: A Neurally Informed Behavioral Intervention to Protect Information Privacy	8
Task Characteristics and Incentives in Collaborative Problem Solving: Evidence from Three Field Experiments	8
Where You Live Matters: Local Bank Competition, Online Marketplace Lending, and Disparity in Borrower Benefits	8
Just DM Me (Politely): Direct Messaging, Politeness, and Hiring Outcomes in Online Labor Markets	8
About Our Authors	8
Toward Artificial Intelligence Compliance: Impacts and Mechanisms of Performance Feedback	8
Mitigating Exposure Bias for Recommendations in Physical Spaces: An Unbiased Pairwise Ranking Approach Using Spatial Movement	8
Growing Platforms by Adding Complementors Without a Contract	8
Deep Learning of Spatiotemporal Patterns for Urban Mobility Prediction Using Big Data	7
Strategic Content Generation and Monetization in Financial Social Media	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
The Impact of Process- vs. Outcome-Oriented Reviews on the Sales of Healthcare Services	7
Crowdworking: Nurturing Expert-Centric Absorptive Capacity	7
Learning to Be Creative: A Mutually Exciting Spatiotemporal Point Process Model for Idea Generation in Open Innovation	7
Gamified Challenges in Online Weight-Loss Communities	7
Predicting Instructor Performance in Online Education: An Interpretable Hierarchical Transformer with Contextual Attention	7
Seems Legit: An Investigation of the Assessing and Sharing of Unverifiable Messages on Online Social Networks	7
Mobile Apps, Trading Behaviors, and Portfolio Performance: Evidence from a Quasi-Experiment in China	7
All External Reference Prices Are Not the Same: How Magnitude, Source, and Fairness Shape Payment for Digital Goods	7
The Scope of Software Patent Protection in the Digital Age: Evidence from Alice	7
On-Demand Healthcare Platforms: Impact of Question and Answer Service on Online Consultations and Offline Appointments	7
Call for Papers—Special Issue of Information Systems Research—Unleashing the Power of Information Technology for Strategic Management of Disasters	7
Emotions in Online Content Diffusion	7
Untangling the Performance Impact of E-marketplace Sellers’ Deployment of Platform-Based Functions: A Configurational Perspective	6
About Our Authors	6
The Dark Side of Technological Modularity: Opportunistic Information Hiding During Interorganizational System Adoption	6
Personal Achievement Goals, Learning Strategies, and Perceived IT Affordances	6
A Bitter Pill to Swallow? The Consequences of Patient Evaluation in Online Health Question-and-Answer Platforms	6
Understanding Volunteer Crowdsourcing from a Multiplex Perspective	6
Mispricing and Algorithm Trading	6
Blessing or Curse? Implications of Data Brokers for Publisher Competition	6
How Product Display Orientation Affects Customers’ Choice Satisfaction in Online Purchase: A Choice Closure Perspective	6
Editorial for the Special Section on Humans, Algorithms, and Augmented Intelligence: The Future of Work, Organizations, and Society	6
Fast Forecasting of Unstable Data Streams for On-Demand Service Platforms	6
Atrophy in Aging Systems: Evidence, Dynamics, and Antidote	6
Platform Refund Insurance or Being Cast Out: Quantifying the Signaling Effect of Refund Options in the Online Service Marketplace	6
Empowering Users with Narratives: Examining the Efficacy of Narratives for Understanding Data-Oriented Conceptual Models	6
Cognitive Challenges in Human–Artificial Intelligence Collaboration: Investigating the Path Toward Productive Delegation	6
The Open Prison of the Big Data Revolution: False Consciousness, Faustian Bargains, and Digital Entrapment	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
Editorial Board	5
Editorial Board	5
Preparedness and Response in the Century of Disasters: Overview of Information Systems Research Frontiers	5
Reviewing Before Reading? An Empirical Investigation of Book-Consumption Patterns and Their Effects on Reviews and Sales	5
When Variety Seeking Meets Unexpectedness: Incorporating Variety-Seeking Behaviors into Design of Unexpected Recommender Systems	5
Fashionable Consumer Technology, IT Fashion, and Consumer Behavior	5