Management Science

Article	Citations
Optimal Priority-Based Allocation Mechanisms	371
Disappointment Aversion, Term Structure, and Predictability Puzzles in Bond Markets	270
Choice with Affirmative Action	206
Costs of Job Rotation: Evidence from Mandatory Loan Officer Rotation	177
Approximation Benefits of Policy Gradient Methods with Aggregated States	165
Turning the Tables in Research and Development Licensing Contracts	158
Sharing the Fame but Taking the Blame: When Declaring a Single Person Responsible Solves a Free Rider Problem	157
Cultural Homophily and Collaboration in Superstar Teams	148
Can Socially Minded Governance Control the Artificial General Intelligence Beast?	135
Operational Risk Management: Optimal Inspection Policy	125
Play it Again, Sam? Reference-Point Formation and Product Differentiation in the Music Industry	123
Online Advertising as Passive Search	121
Currency Factors	115
Belief Dispersion and Convex Cost of Adjustment in the Stock Market and in the Real Economy	111
Production Chain Organization in the Digital Age: Information Technology Use and Vertical Integration in U.S. Manufacturing	110
Financial Reporting and Entrepreneurial Finance: Evidence from Equity Crowdfunding	103
Endogenous Risk Exposure and Systemic Instability	103
Hedge Funds and Public Information Acquisition	102
Online Learning and Optimization for Revenue Management Problems with Add-on Discounts	101
The Effect of Medicaid Expansion on Wait Time in the Emergency Department	99
Workplace Automation and Corporate Liquidity Policy	93
Privacy-Preserving Dynamic Personalized Pricing with Demand Learning	91
The Value and Cost of Crop Minimum Support Price: Farmer and Consumer Welfare and Implementation Cost	90
Price Optimization Under the Finite-Mixture Logit Model	88
Social Learning in the COVID-19 Pandemic: Community Establishments’ Closure Decisions Follow Those of Nearby Chain Establishments	88

Incentive Misalignments in Programmatic Advertising: Evidence from a Randomized Field Experiment	87
The Value of Robust Assortment Optimization Under Ranking-Based Choice Models	87
The Early Exercise Risk Premium	82
Debtors at Play: Gaming Behavior and Consumer Credit Risk	80
Strategic Visual Merchandising of New and Open-Box Products: Evidence from Experiment and Retail Data	79
Evaluating Stochastic Seeding Strategies in Networks	79
Making the Grade (But Not Disclosing It): How Withholding Grades Affects Student Behavior and Employment	79
2023 Reviewers and Editors	77
2023 Information Systems Best AE Award: Management Science	76
Editorial Board	76
The Importance of Separating the Probability of Committing and Detecting Misstatements in the Restatement Setting	75
The Information Value of Distress	74
2020 Reviewers and Guest Associate Editors	73
Do Electronic Health Record Systems Increase Medicare Reimbursements? The Moderating Effect of the Recovery Audit Program	73
Editorial Board	72
Editorial Board	72
Editorial Board	72
Editorial Board	71
Alphanumeric vs. Numeric Token Systems and the Healthcare Experience: Field Evidence from Healthcare Delivery in India	71
Bilateral Trade with Multiunit Demand and Supply	71
Editorial Board	71
Editorial Board	71
To Fight or to Give Up? Dynamic Contests with a Deadline	70
Editorial Board	69
When Should Control Be Shared?	69
Comment on “Modeling Purchasing Behavior with Sudden ‘Death’: A Flexible Customer Lifetime Model”	69
Editorial Board	68
Editorial Board	68
Editorial Board	68
Editorial Board	68
The Leverage Factor: Credit Cycles and Asset Returns	67
2021 Reviewers and Guest Editors	67
2022 Reviewers and Guest Editors	66
Sharing Sequentially Triggered Losses: Automated Conflict Resolution Through Smart Contracts	64
The Important Role of Time Limits When Consumers Choose Their Time in Service	64
Improving Customer Compatibility with Tradeoff Transparency	64
Gatekeeping, Fast and Slow: An Empirical Study of Referral Errors in the Emergency Department	63
Routing Optimization with Vehicle–Customer Coordination	63
Small Business Lending and Regulation for Small Banks	62
Investor Logins and the Disposition Effect	62
From Feeds to Inboxes: A Comparative Study of Polarization in Facebook and Email News Sharing	61
Buying the Verdict	60
Privacy-Preserving Personalized Revenue Management	60
Estimating Stockout Costs and Optimal Stockout Rates: A Case on the Management of Ugly Produce Inventory	60
Announcing High Prices to Deter Innovation	59
The International Commonality of Idiosyncratic Variances	58
Submodular Order Functions and Assortment Optimization	57
Market Liquidity and Competition Among Designated Market Makers	57
What (Exactly) Is Novelty in Networks? Unpacking the Vision Advantages of Brokers, Bridges, and Weak Ties	56
Endogenous Multihoming and Network Effects: PlayStation, Xbox, or Both?	56

Physician Practice Style and Healthcare Costs: Evidence from Emergency Departments	55
Shuffling as a Sales Tactic: An Experimental Study of Selling Product Rankings	55
Does Bank Monitoring Reduce Corporate Misreporting? Evidence from Foreign Bank Entry in China	55
Liquidity Risk and Currency Premia	54
Analysts’ Connections and M&A Outcomes	54
Indoor Air Quality and Strategic Decision Making	54
Allocating Resources with Nonmonotonic Returns	54
The Effect of Price on Firm Reputation	54
Gone with the Vol: A Decline in Asset Return Predictability During the Great Moderation	54
Who Does the Talking Here? The Impact of Gender Composition on Team Interactions	53
A Data-Driven Approach to Multistage Stochastic Linear Optimization	53
Public Speaking Aversion	53
Seeding the Herd: Pricing and Welfare Effects of Social Learning Manipulation	53
When Bonuses Backfire: Evidence from the Workplace	52
Monitoring Value-at-Risk and Expected Shortfall Forecasts	52
The Color of Hedge Fund Activism	52
Stock Return Autocorrelations and Expected Option Returns	52
Emergency Preparation and Uncertainty Persistence	52
Learning the Minimal Representation of a Continuous State-Space Markov Decision Process from Transition Data	52
Dueling Contests and Platform’s Coordinating Role	51
The Impact of Social vs. Nonsocial Referring Channels on Online News Consumption	51
Going the Extra Mile: What Taxi Rides Tell Us About the Long-Hour Culture in Finance	50
The Effect of Peer Gender on Major Choice in Business School	50
Learning to Optimize Contextually Constrained Problems for Real-Time Decision Generation	50
The Attraction and Compromise Effects in Bargaining: Experimental Evidence	50
A Machine Learning Framework for Assessing Experts’ Decision Quality	49
What’s in a Face? An Experiment on Facial Information and Loan-Approval Decision	49
Asset Trade, Real Investment, and a Tilting Financial Transaction Tax	49
Selling Assets: Are Sellers Better Off with Strong Buyers?	49
Corporate Social Responsibility and Consumer Choice: Lessons from the Milk Boycott	48
A Practical End-to-End Inventory Management Model with Deep Learning	48
Deep Reinforcement Learning for Sequential Targeting	46
A Structural Topic and Sentiment-Discourse Model for Text Analysis	46
Deterrence Effects of Enforcement Schemes: An Experimental Study	46
Partial Unraveling and Strategic Contract Timing	46
Finding the Nondominated Set and Efficient Integer Vectors for a Class of Three-Objective Mixed-Integer Linear Programs	45
Analyst Coverage Networks and Corporate Financial Policies	45
Decision-Making Delegation in Banks	44
Liquidity Windfalls and Reallocation: Evidence from Farming and Fracking	44
How Does Online Lending Influence Bankruptcy Filings?	43
Managing Outpatient Service with Strategic Walk-ins	43
A Casino Gambling Model Under Cumulative Prospect Theory: Analysis and Algorithm	42
A Model of Product Line Marketing	42
Hidden Experts in the Crowd: Using Meta-Predictions to Leverage Expertise in Single-Question Prediction Problems	42
A Model for Integrated Inventory and Assortment Planning	42
Bayesian Meta-Prior Learning Using Empirical Bayes	41
The Distortion in Prices Due to Passive Investing	41
Technical Debt and Firm Performance	40
“Just Words? Just Speeches?” On the Economic Value of Charismatic Leadership	40
Delay Information in Virtual Queues: A Large-Scale Field Experiment on a Major Ride-Sharing Platform	40
RegTech Adoption and the Cost of Capital	40
Explaining Excess Entry in Winner-Take-All Markets	39
The Algorithmic Assignment of Incentive Schemes	39
(How) Does User-Generated Content Impact Content Generated by Professionals? Evidence from Local News	39
As Wages Increase, Do People Work More or Less? A Wage Frame Effect	39
“We’ll Always Have Paris”: Out-of-Country Buyers in the Housing Market	39
Immediacy Provision and Matchmaking	38
Supermodularity in Two-Stage Distributionally Robust Optimization	38
Monitoring with Limited Information	38
Motivating Experts to Contribute to Digital Public Goods: A Personalized Field Experiment on Wikipedia	38
Mortgage Brokers and the Effectiveness of Regulatory Oversights	38
Bimodal Characteristic Returns and Predictability Enhancement via Machine Learning	37
Nonlinear Decision Rules Made Scalable by Nonparametric Liftings	37
Managing Liquidity	37
Dynamic Silos: Increased Modularity and Decreased Stability in Intraorganizational Communication Networks During the COVID-19 Pandemic	37
Intrafirm Knowledge Sharing in the Investment Research Industry	36
Stars in Their Constellations: Great Person or Great Team?	36
Auditor Tenure and Misreporting: Evidence from a Dynamic Oligopoly Game	36
Virtual Reality? Investment Consultants’ Claims About Their Own Performance	36
Cost Structure and the Usefulness of Earnings	36
Board Committee Overlap and the Use of Earnings in CEO Compensation Contracts	36
A Simple Rule for Pricing with Limited Knowledge of Demand	36
Policy Learning with Adaptively Collected Data	36
Gathering Information Before Negotiation	35
Bargaining at Retail Stores: Evidence from Vienna	35
The Effect of Computer Monitoring on Employees’ Productivity in Telecommuting Arrangements	34
Ambiguous Dynamic Treatment Regimes: A Reinforcement Learning Approach	34
Digitization, Prediction, and Market Efficiency: Evidence from Book Publishing Deals	34
Manipulation and (Mis)trust in Prediction Markets	34
Are We Strategically Naïve or Guided by Trust and Trustworthiness in Cheap-Talk Communication?	34

Offline Planning and Online Learning Under Recovering Rewards	34
How Do Nascent Social Entrepreneurs Respond to Rewards? A Field Experiment on Motivations in a Grant Competition	34
A Model of Search with Two Stages of Information Acquisition and Additive Learning	34
How Does Artificial Intelligence Shape Audit Firms?	34
Market Reaction to CEOs’ Dynamic Hemifacial Asymmetry of Expressions	34
Trust and Trustworthiness in Procurement Contracts with Retainage	33
Asset-Side Bank Runs and Liquidity Rationing: A Vicious Cycle	33
The SEC’s Short-Sale Experiment: Evidence on Causal Channels and Reassessment of Indirect Effects	33
Efficient Estimation of Network Games of Incomplete Information: Application to Large Online Social Networks	33
Editorial Board	33
Machine Learning for Demand Estimation in Long Tail Markets	33
Backtesting Marginal Expected Shortfall and Related Systemic Risk Measures	33
Innovations in the Science and Practice of Decision Analysis: The Role ofManagement Science	33
Peg Abandonment and Cross-Currency Contagion	33
Analyzing Active Fund Managers’ Commitment to ESG: Evidence from the United Nations Principles for Responsible Investment	32
Experimentation and Start-up Performance: Evidence from A/B Testing	32
Tech-Enabled Financial Data Access, Retail Investors, and Gambling-Like Behavior in the Stock Market	32
Loss-Framed Incentives and Employee (Mis-)Behavior	32
Initial Coin Offering (ICO) Success and Post-ICO Performance	32
Online Learning via Offline Greedy Algorithms: Applications in Market Design and Optimization	32
Intersectional Peer Effects at Work: The Effect of White Coworkers on Black Women’s Careers	32
The Time Variation in Risk Appetite and Uncertainty	32
Index Option Trading Activity and Market Returns	31
Bunching with the Stars: How Firms Respond to Environmental Certification	31
The Optimality of Call Provision Terms	31
Strategy-Proofness Made Simpler	31
Do Employees Cheer for Private Equity? The Heterogeneous Effects of Buyouts on Job Quality	31
Intergenerational Transmission of Organizational Misconduct: Evidence from the Chicago Police Department	30
The Editor and the Algorithm: Recommendation Technology in Online News	30
Skin or Skim? Inside Investment and Hedge Fund Performance	30
Role of Risk Aversion in Price Postponement Under Supply Random Yield	30
Automotive Procurement Under Opaque Prices: Theory with Evidence from the BMW Supply Chain	30
The Secretary Problem with Independent Sampling	30
Optimization: From Its Inception	30
Surge Pricing and Its Spatial Supply Response	30
Customization and Returns	30
A Replication Study of Operations Management Experiments in Management Science	30
Vicarious Learning Without Knowledge Differentials	30
Discovering Causal Models with Optimization: Confounders, Cycles, and Instrument Validity	30
Understanding Partnership Formation and Repeated Contributions in Federated Learning: An Analytical Investigation	30
Generalized Stochastic Arbitrage Opportunities	29
How Do MNEs and Domestic Firms Respond Locally to a Global Demand Shock? Evidence from a Pandemic	29
Personalized Robo-Advising: Enhancing Investment Through Client Interaction	29
Fair Dynamic Rationing	29
Learning Outside the Classroom During a Pandemic: Evidence from an Artificial Intelligence-Based Education App	29
Optimal Matchmaking Strategy in Two-Sided Marketplaces	29
Improving Patient Transfer Protocols for Regional Stroke Networks	28
Multi-armed Bandit Experimental Design: Online Decision-Making and Adaptive Inference	28
Platform Preannouncement Strategies: The Strategic Role of Information in Two-Sided Markets Competition	28
Missing Women in Tech: The Labor Market for Highly Skilled Software Engineers	28
The Price of Safety: The Evolution of Municipal Bond Insurance Value	28
The Informational Content of High-Frequency Option Prices	28
The Willingness to Pay for Diversification	28
Endogenous Merger Decisions Among Competitors: Impact of Limited Capacity and Loyal Segments	28
The Deterrence Effects of Tax Whistleblower Laws: Evidence from New York’s False Claims Acts	28
Assortment Rotation and the Value of Concealment	27
A Theory of Statistical Inference for Ensuring the Robustness of Scientific Results	27
Platform Governance in the Presence of Within-Complementor Interdependencies: Evidence from the Rideshare Industry	27
Meeting Corporate Renewable Power Targets	27
Scaling Blockchains: Can Committee-Based Consensus Help?	27
Little’s Law and Educational Inequality: A Comparative Case Study of Teacher Workaround Productivity	27
Trust, Collaboration, and Economic Growth	27
Market Returns and Interim Risk in Mergers	27
Changes in Risky Benefits and in Risky Costs: A Question of the Right Order	27
Asset Volatility and Capital Structure: Evidence from Corporate Mergers	27
The Effect of the Paycheck Protection Program and Financial Reporting Standards on Bank Risk-Taking	27
Instructions and Incentives in Organizations	26
Global Financial Cycle, Household Credit, and Macroprudential Policies	26
Dog Eat Dog: Balancing Network Effects and Differentiation in a Digital Platform Merger	26
The Spillover Effects of Capacity Pooling in Hospitals	26
Indication-Based Pricing for Multi-Indication Drugs	26
Online Learning and Decision Making Under Generalized Linear Model with High-Dimensional Data	26
Are Political and Charitable Giving Substitutes? Evidence from the United States	26
Treat, Dump, or Export? How Domestic and International Waste Management Policies Shape Waste Chain Outcomes	26
Solving the Price-Setting Newsvendor Problem with Parametric Operational Data Analytics (ODA)	26
Transient Customer Response to Data Breaches of Their Information	26
Incentive Auction Design Alternatives: A Simulation Study	25
Endogenizing Discretion in Disclosures	25
LIBOR Discontinuation and the Cost of Bank Loans	25
Distributionally Robust Batch Contextual Bandits	25
Hospital Financial Health and Clinical Choices: Evidence from the Financial Crisis	25
An Equivalence Between Fair Division and Wagering Mechanisms	25
The Impact of Family-Based Human Capital on Corporate Innovation: Evidence from Sibling-Chairpersons in China	25
Buy Now Pay (Pain?) Later	25
Cooperation in Queueing Systems	25
Partial Vertical Ownership, Capacity Investment, and Information Exchange in a Supply Chain	25
Financing Innovative Activity and the Endogeneity of Patenting	25
Sponsor Reputation and Capital Structure Dynamics in Leveraged Buyouts	25
CEO Activism and Firm Value	25
Building a Productive Workforce: The Role of Structured Management Practices	24
How Big Should Your Data Really Be? Data-Driven Newsvendor: Learning One Sample at a Time	24
Portfolio Entrepreneurs’ Behavior and Performance: A Resource Redeployment Perspective	24
Drivers, Riders, and Service Providers: The Impact of the Sharing Economy on Mobility	24
Risk Guarantees for End-to-End Prediction and Optimization Processes	24
Unfiltered Market Access and Liquidity: Evidence from the SEC Rule 15c3-5	24