Information Systems Research

Article	Citations
Research Spotlights	233
Research Spotlights	216
Editorial Board	211
An Economic Analysis of Rebates Conditional on Positive Reviews	134
Understanding the Dynamic and Episodic Nature of Technostressors and Their Effects on Cyberdeviance: A Daily Field Investigation	111
Competition and Distortion: A Theory of Information Bias on the Peer-to-Peer Lending Market	92
Generalizing the Information Systems Artifact	82
Intellectual Diversity in IS Research: Discipline-Based Conceptualization and an Illustration from Information Systems Research	80
Identification of Causal Mechanisms from Randomized Experiments: A Framework for Endogenous Mediation Analysis	65
Does Virtual Reality Help Property Sales? Empirical Evidence from a Real Estate Platform	59
User Competence with Enterprise Systems: The Effects of Work Environment Factors	58
Juggling Information Technology (IT) Exploration and Exploitation: A Proportional Balance View of IT Ambidexterity	57
Forced to Change? Media Exposure of Labor Issues and Firm Artificial Intelligence Investment	54
Bystanders Join in Cyberbullying on Social Networking Sites: The Deindividuation and Moral Disengagement Perspectives	54
Lost Time in Crowdsourcing Contests	53
A Study of Ride-Hailing Platforms’ Business Models in the Presence of Surge Demand	53
Win by Hook or Crook? Self-Injecting Favorable Online Reviews to Fight Adjacent Rivals	53
To Partner or Not to Partner? The Partnership Between Platforms and Data Brokers in Two-Sided Markets	50
Editorial Board	50
Team-Enacted Use versus Developer-Needed Use of Agile Practices: How Perceptual (In-)Congruence and Team Feedback-Seeking Shape Developer Well-Being	50
Research Spotlights	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
A Hashtag Is Worth a Thousand Words: An Empirical Investigation of Social Media Strategies in Trademarking Hashtags	46
Editorial: Some Thoughts on Reviewing for Information Systems Research and Other Leading Information Systems Journals	46

Uncertainty Reduction vs. Reciprocity: Understanding the Effect of a Platform-Initiated Reviewer Incentive Program on Regular Ratings	46
Artificial Intelligence and Firm Resilience: Empirical Evidence from Natural Disaster Shocks	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	40
Save Face or Save Life: Physicians’ Dilemma in Using Clinical Decision Support Systems	40
Online Food Delivery Platforms and Female Labor Force Participation	39
Ontology-Based Intelligent Interface Personalization for Protection Against Phishing Attacks	39
Human vs. Automated Sales Agents: How and Why Customer Responses Shift Across Sales Stages	38
Not Registered? Please Sign Up First: A Randomized Field Experiment on the Ex Ante Registration Request	38
Acknowledgment to Reviewers (2022)	38
Transporting Causal Effects Across Populations Using Structural Causal Modeling: An Illustration to Work-from-Home Productivity	37
About Our Authors	37
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
The Next Frontiers of Digital Innovation Research	36
Getting Personal: A Deep Learning Artifact for Text-Based Measurement of Personality	35
Who’s Watching TV?	35
User-Generated Content Shapes Judicial Reasoning: Evidence from a Randomized Control Trial on Wikipedia	35
Functional IT Complementarity and Hospital Performance in the United States: A Longitudinal Investigation	34
Monitoring and Home Bias in Global Hiring: Evidence from an Online Labor Platform	34
Predicting Stages in Omnichannel Path to Purchase: A Deep Learning Model	34
Follow Your Heart or Listen to Users? The Case of Mobile App Design	33
Ontology-Based Information Extraction for Labeling Radical Online Content Using Distant Supervision	33
Punished for Success? A Natural Experiment of Displaying Clinical Hospital Quality on Review Platforms	33
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	32
On the Same Page? What Users Benefit from a Desktop View on Mobile Devices	30
Research Spotlights	29
Noisebnb: An Empirical Analysis of Home-Sharing Platforms and Residential Noise Complaints	29
Software Components and Product Variety in a Platform Ecosystem: A Dynamic Network Analysis of WordPress	28
Omnificence or Differentiation? An Empirical Study of Knowledge Structure and Career Development of IT Workers	28
Pricing in Nonconvex Markets: How to Price Electricity in the Presence of Demand Response	28
Complementarity Between Investment in Information Technology (IT) and IT Human Resources: Implications for Different Types of Firm Innovation	27
Which Enemy to Dance with? A New Role of Software Piracy in Influencing Antipiracy Strategies	27
Fun Shopping: A Randomized Field Experiment on Gamification	27
When More Can Be Less: The Effect of Add-On Insurance on the Consumption of Professional Services	27
A Theory of Information Compression: When Judgments Are Costly	27
The Secret to Finding a Match: A Field Experiment on Choice Capacity Design in an Online Dating Platform	27
Focus Within or On Others: The Impact of Reviewers’ Attentional Focus on Review Helpfulness	27
Departmental Boundaries and Knowledge Sharing in Corporate Online Communities	26
A Natural Disaster Reshapes Prosocial Microlending	26
More Than a Bot? The Impact of Disclosing Human Involvement on Customer Interactions with Hybrid Service Agents	25
Research Spotlights	25
Research Spotlights	25
Editorial Board	25
Expl(AI)ned: The Impact of Explainable Artificial Intelligence on Users’ Information Processing	25
Can Providing Algorithmic Performance Information Facilitate Humans’ Inventory Ordering Behaviors?	25
Single-Sourcing vs. Multisourcing: An Empirical Analysis of Large Information Technology Outsourcing Arrangements	24
Adjusting Skillset Cohesion in Online Labor Markets: Reputation Gains and Opportunity Losses	24
Shedding Light on the Dark: The Impact of Legal Enforcement on Darknet Transactions	24
Pushing Yourself Harder: The Effects of Mobile Touch Modes on Users’ Self-Regulation	23
Racial Bias in Customer Service: Evidence from Twitter	23

Ridesharing and Digital Resilience for Urban Anomalies: Evidence from the New York City Taxi Market	23
Sparking Innovation: The Effect of Inventor Gender Diversity on Recombinant Innovation	22
Extending Digital Ventures Through Templating	22
Rethinking Gamification Failure: A Model and Investigation of Gamified System Maladaptive Behaviors	22
About Our Authors	22
Green Data Analytics of Supercomputing from Massive Sensor Networks: Does Workload Distribution Matter?	22
Organizing for Software Product Development: The Effects of Team Structure, Product Complexity, and Cross-Team Coordination	22
The Screening Role of Design Parameters for Service Procurement Auctions in Online Service Outsourcing Platforms	22
How Network Embeddedness Affects Real-Time Performance Feedback: An Empirical Investigation	21
Overcoming the Single-IS Paradigm in Individual-Level IS Research	20
Unveiling the Cost of Free: How an Ad-Sponsored Model Affects Serialized Digital Content Creation	20
When Does Beauty Pay? A Large-Scale Image-Based Appearance Analysis on Career Transitions	20
Contextual Targeting in mHealth Apps: Harnessing Weather Information and Message Framing to Increase Physical Activity	19
Short-Form Videos and Mental Health: A Knowledge-Guided Neural Topic Model	19
When Sharing Economy Meets Traditional Business: Coopetition Between Ride-Sharing Platforms and Car-Rental Firms	19
Decide Now or Later: Making Sense of Incoherence Across Online Reviews	19
Routine and Innovative Use of Enterprise System: Intricacy of Change Management Levers, System Characteristics, and Regulatory Focus	19
Business Value of Information Technology Capabilities: An Institutional Governance Perspective	19
Motion Sensor–Based Fall Prevention for Senior Care: A Hidden Markov Model with Generative Adversarial Network Approach	18
Mr. Right or Mr. Best: The Role of Information Under Preference Mismatch in Online Dating	18
Numerological Heuristics and Credit Risk in Peer-to-Peer Lending	18
About Our Authors	18
The Janus Effect of Generative AI: Charting the Path for Responsible Conduct of Scholarly Activities in Information Systems	18
How Is Mobile User Behavior Different? A Hidden Markov Model of Cross-Mobile Application Usage Dynamics	18
The Decoy Effect and Recommendation Systems	17
An Explainable Artificial Intelligence Approach Using Graph Learning to Predict Intensive Care Unit Length of Stay	17
Social Media Marketing, Quality Signaling, and the Goldilocks Principle	17
Trial-Period Technostress: A Conceptual Definition and Mixed-Methods Investigation	17
Beyond Digital vs. IT: The Untold Story of Their Relationship from an Organizing Logic Perspective	17
Post-Earnings-Announcement Drift Prediction: Leveraging Postevent Investor Responses with Multitask Learning	17
Dynamic Bayesian Network–Based Product Recommendation Considering Consumers’ Multistage Shopping Journeys: A Marketing Funnel Perspective	17
Exaptation in Platforms: A Theory of Origins, Mechanisms, and Consequences	17
The Power of Renegotiation and Monitoring in Software Outsourcing: Substitutes or Complements?	17
Digital Approaches to Societal Grand Challenges: Toward a Broader Research Agenda on Managing Global-Local Design Tensions	17
The Impact of an Augmented-Reality Game on Local Businesses: A Study of Pokémon Go on Restaurants	16
Editorial: There Are Promises to Keep and Miles to Go Before I Leave…	16
Research Spotlights	16
Developing a Composite Measure to Represent Information Flows in Networks: Evidence from a Stock Market	16
Healthcare Across Boundaries: Urban-Rural Differences in the Consequences of Telehealth Adoption	16
Personalized Ranking at a Mobile App Distribution Platform	16
A Smart Ad Display System	16
When Images Backfire: The Effect of Customer-Generated Images on Product Rating Dynamics	16
When to Broadcast? Inventory Disclosure Policies for Online Sales of Limited Inventory	15
Optimal Joint Assortment for an Omni-Channel Retailer	15
Augmenting Social Bot Detection with Crowd-Generated Labels	15
Promoting Security Behaviors in Remote Work Environments: Personal Values Shaping Information Security Policy Compliance	15
Opening First-Party App Resources: Empirical Evidence of Free-Riding	15
Speak with One Voice? Examining Content Coordination and Social Media Engagement During Disasters	15
Reporting Technologies and Textual Readability: Evidence from the XBRL Mandate	15
Direct and Indirect Spillovers from Content Providers’ Switching: Evidence from Online Livestreaming	14
Research Spotlights	14
Seller Organization and Percentage Fee Design in the Daily Deal Market	14
About Our Authors	14
About Our Authors	14
An Investigation of p-Hacking in E-Commerce A/B Testing	13
Interorganizational Systems and Supply Chain Agility in Uncertain Environments: The Mediation Role of Supply Chain Collaboration	13
Lost in the Crowd: How Group Size and Content Moderation Shape User Engagement in Live Streaming	13
Going Beyond Deterrence: A Middle-Range Theory of Motives and Controls for Insider Computer Abuse	13
To Brush or Not to Brush: Product Rankings, Consumer Search, and Fake Orders	13
Better Is Better? Signaling Paradoxes in Performance-Based Advertising	13
The Effect of Voice AI on Digital Commerce	13
How Recommendation Affects Customer Search: A Field Experiment	13
Proactive Resource Request for Disaster Response: A Deep Learning-Based Optimization Model	13
Better to Give Than to Receive: Impact of Adding a Donation Scheme to Reward-Based Crowdfunding Campaigns	13
The Influence of Media Capabilities on Knowledge Contribution in Online Communities	13
Informal Payments and Doctor Engagement in an Online Health Community: An Empirical Investigation Using Generalized Synthetic Control	13
Analyzing the Impact of Public Buyer–Seller Engagement During Online Auctions	13
Is a College Education Still Enough? The IT-Labor Relationship with Education Level, Task Routineness, and Artificial Intelligence	13
Emotionality in Political Social Media Communications: The Moderating Role of Audience Diversity	13
About Our Authors	12
Editorial Board	12
Smart Markets for Real-Time Allocation of Multiproduct Resources: The Case of Shared Electric Vehicles	12
Development Trajectory of Blockchain Platforms: The Role of Multirole	12
Operation Dumbo Drop: To Airdrop or Not to Airdrop for Initial Coin Offering Success?	12
Physical Stores as Warehouses for Online Channels: Implications for Channel Choices Under Competition	12
Strategic Best-Response Fairness Framework for Fair Machine Learning	11
Consumer Acquisition for Recommender Systems: A Theoretical Framework and Empirical Evaluations	11
How Information Technology Overcomes Deficiencies for Innovation in Small and Medium-Sized Enterprises: Closed Innovation vs. Open Innovation	11
The Attraction Effect in Crowdfunding	11
Impact of Own Brand Product Introduction on Optimal Pricing Models for Platform and Incumbent Sellers	11

Integrated Decision Support for Disaster Risk Management: Aiding Preparedness and Response Decisions in Wildfire Management	11
Platform Loophole Exploitation, Recovery Measures, and User Engagement: A Quasi-Natural Experiment in Online Gaming	11
Dynamic, Multidimensional, and Skillset-Specific Reputation Systems for Online Work	11
Ephemeral State-Dependent Recommendation for Digital Content	11
Ghosts in the Machine: How Marketing and Human Capital Investments Enhance Customer Growth When Innovative Services Leverage Self-Service Technologies	11
Moving Consumers from Free to Fee in Platform-Based Markets: An Empirical Study of Multiplayer Online Battle Arena Games	11
Editorial Board	11
How IT Investments Help Hospitals Gain and Sustain Reputation in the Media: The Role of Signaling and Framing	10
The Path to Hedonic Information System Use Addiction: A Process Model in the Context of Social Networking Sites	10
Discount Schemes for the Preemptible Service of a Cloud Platform with Unutilized Capacity	10
Healthcare Cost Prediction for Heterogeneous Patient Profiles Using Deep Learning Models with Administrative Claims Data	10
Know Where to Invest: Platform Risk Evaluation in Online Lending	10
1 + 1 > 2? Information, Humans, and Machines	10
About Our Authors	10
Augmenting Password Strength Meter Design Using the Elaboration Likelihood Model: Evidence from Randomized Experiments	10
The Illusion of Authenticity in Online Reviews: Truth Bias and the Role of Valence	10
An Examination of the Dynamics of Crowdsourcing Contests: Role of Feedback Type	10
Mobile Payment Adoption: An Empirical Investigation of Alipay	10
Acknowledgment to Reviewers (2021)	10
From Anonymity to Accountability: How Virtual Identity Disclosure Changes the Quantity and Quality of “Likes”	10
Space Norms for Constructing Quality Reviews on Online Consumer Review Sites	10
Consequences of China’s 2018 Online Lending Regulation and the Promise of PolicyTech	10
Information Asymmetry Among Investors and Strategic Bidding in Peer-to-Peer Lending	10
The Effect of Gender Expectations and Physical Attractiveness on Discussion of Weakness in Online Professional Recommendations	10
Research Spotlights	10
Personalized Privacy Preservation in Consumer Mobile Trajectories	9
Navigating the Storm: Toward a Theory of IT Portfolio Diversity, Leadership Power, and Organizational Resilience to Major Shocks	9
Push It Cross the Finish Line—Designing Online Interfaces to Induce Choice Closure at the Postdecision Prepurchase Stage	9
Dynamics of Shared Security in the Cloud	9
The Welfare Impact of Targeted Advertising Technologies	9
The Costs of Ambiguous Information Disclosure: On the Unintended Consequences of Providing Restaurant Hygiene Scores on Platforms in the United States	9
When Is More Merrier? A Cloud-Based Architecture to Procure Impressions from Multiple Ad Exchanges	9
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
Threatened by AI: Analyzing Users’ Responses to the Introduction of AI in a Crowd-Sourcing Platform	9
Task Characteristics and Incentives in Collaborative Problem Solving: Evidence from Three Field Experiments	8
Uncovering the Neural Processes of Privacy: A Neurally Informed Behavioral Intervention to Protect Information Privacy	8
Encouraging Eco-driving with Post-trip Visualized Storytelling: An Experiment Combining Eye-Tracking and a Driving Simulator	8
Satisfaction to Stay, Regret to Switch: Understanding Post-adoption Regret in Choosing Competing Technologies When Herding	8
Just DM Me (Politely): Direct Messaging, Politeness, and Hiring Outcomes in Online Labor Markets	8
Informal Payments and Doctor Engagement in an Online Health Community: An Empirical Investigation Using Generalized Synthetic Control	8
Growing Platforms by Adding Complementors Without a Contract	8
Pathways for Design Research on Artificial Intelligence	8
Where You Live Matters: Local Bank Competition, Online Marketplace Lending, and Disparity in Borrower Benefits	8
Editorial Board	8
Mitigating Exposure Bias for Recommendations in Physical Spaces: An Unbiased Pairwise Ranking Approach Using Spatial Movement	8
Game for Brainstorm: The Impact of a Badge System on Knowledge Sharing	8
The Death of a Technical Skill	8
Less Artificial, More Intelligent: Understanding Affinity, Trustworthiness, and Preference for Digital Humans	8
The Hidden Costs and Benefits of Monitoring in the Gig Economy	8
About Our Authors	8
Learning to Be Creative: A Mutually Exciting Spatiotemporal Point Process Model for Idea Generation in Open Innovation	7
All External Reference Prices Are Not the Same: How Magnitude, Source, and Fairness Shape Payment for Digital Goods	7
Deep Learning of Spatiotemporal Patterns for Urban Mobility Prediction Using Big Data	7
Gamified Challenges in Online Weight-Loss Communities	7
The Impact of Process- vs. Outcome-Oriented Reviews on the Sales of Healthcare Services	7
About Our Authors	7
Seems Legit: An Investigation of the Assessing and Sharing of Unverifiable Messages on Online Social Networks	7
On-Demand Healthcare Platforms: Impact of Question and Answer Service on Online Consultations and Offline Appointments	7
Predicting Instructor Performance in Online Education: An Interpretable Hierarchical Transformer with Contextual Attention	7
Empowering Users with Narratives: Examining the Efficacy of Narratives for Understanding Data-Oriented Conceptual Models	7
Crowdworking: Nurturing Expert-Centric Absorptive Capacity	7
The Scope of Software Patent Protection in the Digital Age: Evidence from Alice	7
Strategic Content Generation and Monetization in Financial Social Media	7
Call for Papers—Special Issue of Information Systems Research—Unleashing the Power of Information Technology for Strategic Management of Disasters	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
Positive Demand Spillover of Popular App Adoption: Implications for Platform Owners’ Management of Complements	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
Blessing or Curse? Implications of Data Brokers for Publisher Competition	6
Mispricing and Algorithm Trading	6
Platform Refund Insurance or Being Cast Out: Quantifying the Signaling Effect of Refund Options in the Online Service Marketplace	6
About Our Authors	6
Bidder Support in Multi-item Multi-unit Continuous Combinatorial Auctions: A Unifying Theoretical Framework	6
Atrophy in Aging Systems: Evidence, Dynamics, and Antidote	6
A Bitter Pill to Swallow? The Consequences of Patient Evaluation in Online Health Question-and-Answer Platforms	6
Untangling the Performance Impact of E-marketplace Sellers’ Deployment of Platform-Based Functions: A Configurational Perspective	6
Mobile Apps, Trading Behaviors, and Portfolio Performance: Evidence from a Quasi-Experiment in China	6
The Open Prison of the Big Data Revolution: False Consciousness, Faustian Bargains, and Digital Entrapment	6
Understanding Volunteer Crowdsourcing from a Multiplex Perspective	6
Personal Achievement Goals, Learning Strategies, and Perceived IT Affordances	6
The Dark Side of Technological Modularity: Opportunistic Information Hiding During Interorganizational System Adoption	5
An Experimental Evaluation of Gender Differences in Responses to Major-Donor Funding Schemes for Crowdfunded Social Ventures	5
Impressionable or Immune? Examining the Influence of Marquee Sellers in B2B Secondary Market Platforms for IT Products	5
Advancing Next-Generation Multimethod Research in Information Systems: A Framework and Some Recommendations for Authors and Evaluators	5
Preparedness and Response in the Century of Disasters: Overview of Information Systems Research Frontiers	5
The Interdependence of Coordination and Cooperation in Information Technology Outsourcing	5
Cognitive Challenges in Human–Artificial Intelligence Collaboration: Investigating the Path Toward Productive Delegation	5
Algorithmic Interactions in Open Source Work	5
Editorial Board	5
When Variety Seeking Meets Unexpectedness: Incorporating Variety-Seeking Behaviors into Design of Unexpected Recommender Systems	5
How Product Display Orientation Affects Customers’ Choice Satisfaction in Online Purchase: A Choice Closure Perspective	5
Customer Engagement Prediction on Social Media: A Graph Neural Network Method	5
Effects of Managerial Response to Negative Reviews on Future Review Valence and Complaints	5
Editorial Board	5