Management Science

Article	Citations
Editorial Board	625
Market Liquidity and Competition Among Designated Market Makers	461
Privacy and Polarization: An Inference-Based Framework	378
Institutional Ownership and Tail Risk Comovement in Banks	366
Improving Transparency and Verifiability in School Admissions: Theory and Experiment	359
Editorial Board	334
Editorial Board	268
The Role of Networks in Loan Syndicate Markets	235
Group Discussions Improve Competence Calibration: Making Self-Perceived Competence Valuable When Harnessing the Wisdom of Crowds	227
How to De-Reserve Reserves: Admissions to Technical Colleges in India	195
A Casino Gambling Model Under Cumulative Prospect Theory: Analysis and Algorithm	194
Access to Debt and the Provision of Trade Credit	176
Intersectional Peer Effects at Work: The Effect of White Coworkers on Black Women’s Careers	174
Delegation with Technology Migration: An Empirical Analysis of Mobile Virtual Network Operators	166
Reinforcing Research Transparency at Management Science	160
Little’s Law and Educational Inequality: A Comparative Case Study of Teacher Workaround Productivity	156
Self-Regulation for Reputation-Sensitive Buyers: SA8000 in China	144
Improving Patient Transfer Protocols for Regional Stroke Networks	131
Tech-Enabled Financial Data Access, Retail Investors, and Gambling-Like Behavior in the Stock Market	130
A Data-Driven Approach to Multistage Stochastic Linear Optimization	128
Financial Reporting Regulation in the Laboratory: A Case on Earnings Management	127
False Discovery in A/B Testing	127
The Information Value of Distress	126
Peg Abandonment and Cross-Currency Contagion	126
Finding Your Calling: Matching Skills with Jobs in the Mutual Fund Industry	126

Intrafirm Knowledge Sharing in the Investment Research Industry	123
Shuffling as a Sales Tactic: An Experimental Study of Selling Product Rankings	123
Pacing Equilibrium in First Price Auction Markets	122
What (Exactly) Is Novelty in Networks? Unpacking the Vision Advantages of Brokers, Bridges, and Weak Ties	122
Buying the Verdict	120
Liquidity Requirements and Central Bank Interventions During Banking Crises	118
Emergency Preparation and Uncertainty Persistence	111
Who Falls Prey to the Wolf of Wall Street? Investor Participation in Market Manipulation	111
Asset Trade, Real Investment, and a Tilting Financial Transaction Tax	109
Policy Learning with Adaptively Collected Data	108
Labor Unions and Product Quality Failures	107
Algorithm Reliance: Fast and Slow	105
Deterrence Effects of Enforcement Schemes: An Experimental Study	103
Investor Logins and the Disposition Effect	102
Bayesian Meta-Prior Learning Using Empirical Bayes	101
Are Political and Charitable Giving Substitutes? Evidence from the United States	100
Content Provision on UGC Platforms	100
Risk Guarantees for End-to-End Prediction and Optimization Processes	97
A Statistical Learning Approach to Personalization in Revenue Management	96
Demanding Innovation: The Impact of Consumer Subsidies on Solar Panel Production Costs	93
Experimentation and Start-up Performance: Evidence from A/B Testing	91
Vicarious Learning Without Knowledge Differentials	91
Bunching with the Stars: How Firms Respond to Environmental Certification	91
Tailor-to-Target: Configuring Collaborative Shareholder Engagements on Climate Change	90
The Effect of the Paycheck Protection Program and Financial Reporting Standards on Bank Risk-Taking	90
Automotive Procurement Under Opaque Prices: Theory with Evidence from the BMW Supply Chain	89
Intraday Market Return Predictability Culled from the Factor Zoo	89
LIBOR Discontinuation and the Cost of Bank Loans	88
Meeting Corporate Renewable Power Targets	85
Ambiguity and the Tradeoff Theory of Capital Structure	83
Platform Governance in the Presence of Within-Complementor Interdependencies: Evidence from the Rideshare Industry	82
“Just Words? Just Speeches?” On the Economic Value of Charismatic Leadership	81
Executive Compensation Limits and Executive Turnover	80
Tick Size, Trading Strategies, and Market Quality	80
Decision-Making Delegation in Banks	77
Manipulation and (Mis)trust in Prediction Markets	77
Estimating Stockout Costs and Optimal Stockout Rates: A Case on the Management of Ugly Produce Inventory	77
Hospital Financial Health and Clinical Choices: Evidence from the Financial Crisis	76
The Effect of Medicaid Expansion on Wait Time in the Emergency Department	76
Base Rate Neglect as a Source of Inaccurate Statistical Discrimination	75
Editorial Board	75
Estimating Career Benefits from Online Community Leadership: Evidence from Stack Exchange Moderators	75
Searching for the Best Yardstick: Cost of Quality Improvements in the U.S. Hospital Industry	74
Third-Party Consequences of Changes in Managerial Fiduciary Duties: The Case of Auditors’ Going Concern Opinions	74
Fast Delivery: B2B Field Experiments Amid COVID-19 Outbreak and New Normal	74
Forgetful Consumers and Consumption Tracking	74
How Large are Predefault Costs of Financial Distress? Estimates from a Dynamic Model	73
The Interplay Between Product Variety and Customer Retention: Theory and Evidence	72
Resolving Tensions Between Heterogeneous Investors in a Startup	71
On Customer (Dis-)Honesty in Unobservable Queues: The Role of Lying Aversion	71

Compounding Money and Nominal Price Illusions	71
Editorial Board	71
Scheduling with Testing of Heterogeneous Jobs	69
Shareholderism Around the World: Corporate Purpose, Culture, and Law	67
Shaming Microloan Delinquents: Evidence from a Field Experiment in China	67
The Effect of Group Identity on Hiring Decisions with Incomplete Information	67
The Number of Estimates in Footnotes and Accruals	66
Dynamic Portfolio Selection Under Quantile Maximization	66
Venture Capital and Private M&A Contracting	65
How Do Behavioral Approaches to Increase Savings Compare? Evidence from Multiple Interventions in the U.S. Army	65
Secretary Problems with Biased Evaluations Using Partial Ordinal Information	65
Should Bank Stress Tests Be Fair?	65
The Role of Auditor Reputation in an Emerging Audit Marketplace: Evidence from Decentralized Finance (DeFi)	65
The Limits of Centralized Pricing in Online Marketplaces and the Value of User Control	64
Innovations in IPO Deal Structure: Do Up-C IPOs Harm Public Shareholders?	64
From Food Deserts to Fresh Food: The Role of Digital Accessibility in Nutrition Assistance Programs	64
Penalty or Reward? The Effect of Social Disincentives on Online Users’ Contributions	62
Model-Free Nonstationary Reinforcement Learning: Near-Optimal Regret and Applications in Multiagent Reinforcement Learning and Inventory Control	62
Measuring Misreporting Incentives and Severity	62
Reshaping Corporate Boards Through Mandatory Gender Diversity Disclosures: Evidence from Canada	60
Demographic Diversity and Collusion in Teams	60
Is Relevancy Everything? A Deep-Learning Approach to Understand the Effect of Image-Text Congruence	59
Business Acquisition Disclosures: The Effect of Identifying Intangible Assets on Investors’ Judgments	59
Buy-One-Get-One Promotions in a Two-Echelon Supply Chain	59
Quantifying the Impact of Impact Investing	58
Enforcement Waves and Spillovers	57
Innovation Strategy After IPO: How AI Analytics Spurs Innovation After IPO	57
Investor Attention and Option Returns	57
How Market Power Affects Dynamic Pricing: Evidence from Inventory Fluctuations at Car Dealerships	56
Consistency as a Means to Comparability: Theory and Evidence	55
How Framing Influences Strategic Interactions	55
Managerial Learning from Analyst Feedback to Voluntary Capex Guidance, Investment Efficiency, and Firm Performance	55
Market Shifts in the Sharing Economy: The Impact of Airbnb on Housing Rentals	54
Can Artificial Intelligence Improve Gender Equality? Evidence from a Natural Experiment	54
A Framework for Analyzing Influencer Marketing in Social Networks: Selection and Scheduling of Influencers	54
Incentive Effects of Subjective Allocations of Rewards and Penalties	54
Measuring Intangible Capital with Market Prices	53
Firm Commitments	53
The Bigger Picture: Combining Econometrics with Analytics Improves Forecasts of Movie Success	53
Experimental Choice and Disruptive Technologies	53
Blockchain Adoption in a Supply Chain with Manufacturer Market Power	53
How Search Engine Impacts Market Structure: Empirical Evidence from a Multivendor Darknet Market	53
Social Queues (Cues): Impact of Others’ Waiting in Line on One’s Service Time	52
Contrarians, Extrapolators, and Stock Market Momentum and Reversal	52
The Sound of Silence: What Do We Know When Insiders Do Not Trade?	52
Data Breach Announcements and Stock Market Reactions: A Matter of Timing?	52
Adaptive Clinical Trial Designs with Surrogates: When Should We Bother?	51
Advances in Blockchain and Crypto Economics	51
Measuring the Quality of Mergers and Acquisitions	50
Fast Rates for Contextual Linear Optimization	50
Creative Destruction? Impact of E-Commerce on the Retail Sector	50
Design and Analysis of Switchback Experiments	50
Curtailing Bank Loan and Loan Insurance Under Risk Regulations in Supply Chain Finance	49
Contracting, Pricing, and Data Collection Under the AI Flywheel Effect	49
Worker Empowerment and Subjective Evaluation: On Building an Effective Conflict Culture	48
Monetary Incentives and Knowledge Spillover: Evidence from a Natural Experiment	48
Getting Down to Business: Chain Ownership and Fertility Clinic Performance	48
No Permanent Friend or Enemy: Impacts of the IIoT-Based Platform in the Maintenance Service Market	48
Quantile Connectedness: Modeling Tail Behavior in the Topology of Financial Networks	48
The Private Impact of Public Data: Landsat Satellite Maps Increased Gold Discov	48
In Art We Trust	48
Can Random Friends Seed More Buzz and Adoption? Leveraging the Friendship Paradox	47
The Impact of Bank Financing on Borrowers’ Voluntary Disclosures and Real Investments	47
Editorial Board	47
Nonregular Employment and Payout Policy: Evidence from the Massachusetts Independent Contractor Law	46
The Financial Consequences of Online Review Aggregators: Evidence from Yelp Ratings and SBA Loans	46
Volatility During the COVID-19 Pandemic	46
Taylor Approximation of Inventory Policies for One-Warehouse, Multi-Retailer Systems with Demand Feature Information	46
Evaluating the Efficacy of Application Costs for Managing Congestion in Online Matching Markets	46
Editorial Board	46
Buyer’s Bankruptcy Risk, Sourcing Strategy, and Firm Value: Evidence from the Supplier Protection Act	45
Revealed Privacy Preferences: Are Privacy Choices Rational?	45
Long Lags and Large Returns: Experimental Evidence from Advertising to Businesses	45
Relaxed Indexability and Index Policy for Partially Observable Restless Bandits	44
Intersectionality: Affirmative Action with Multidimensional Identities	44
Contextual Learning with Online Convex Optimization: Theory and Application to Medical Decision-Making	44
Does Privacy Regulation Harm Content Providers? A Longitudinal Analysis of the Impact of the GDPR	44
How Does Deleveraging Affect Funding Market Liquidity?	43
Diffusion Approximations for a Class of Sequential Experimentation Problems	43
Market Ambiguity Attitude Restores the Risk-Return Trade-Off	43

Optimal Learning and Management of Threatened Species	43
Capital Structure Effects Associated with the New Lease Accounting Standard	43
Do Proprietary Costs Deter Insider Trading?	43
The Dynamic Informativeness of Scheduled News	43
Strategic Responses to Algorithmic Recommendations: Evidence from Hotel Pricing	43
The Impact of Vertical Integration on Physician Behavior and Healthcare Delivery: Evidence from Gastroenterology Practices	42
Portfolio Choices with Many Big Models	42
Friends with Health Benefits: A Field Experiment	42
The Effects of a Short-Term Corporate Social Impact Activity on Employee Turnover: Field Experimental Evidence	41
Integrating Conjoint and Maximum Difference Scaling Data	41
Commentary on “The Economics of Capital Allocation in Firms: Evidence from Internal Capital Markets”	41
Hospital Reimbursement in the Presence of Cherry Picking and Upcoding	41
Model Aggregation for Risk Evaluation and Robust Optimization	41
Prismatic Trust: How Structural and Behavioral Signals in Networks Explain Trust Accumulation	40
Not Ready for Prime Time: Financial Reporting Quality After SPAC Mergers	40
Language Commonality and Sell-Side Information Production	40
Implied Ambiguity: Mean-Variance Inefficiency and Pricing Errors	40
Option Trading Activity, News Releases, and Stock Return Predictability	40
Personalization from Customer Data Aggregation Using List Price	40
On-Site Inspecting Zombie Lending	39
Minimum Wage Increases and Employer Performance: Role of Employer Heterogeneity	39
Do Physicians Improve More from Positive or Negative Feedback?	39
De-Crypto-ing Signals in Initial Coin Offerings: Evidence of Rational Token Retention	39
Government Loan Guarantees, Market Liquidity, and Lending Standards	39
Brand Spillover as a Marketing Strategy	39
How Do Peer Awards Motivate Creative Content? Experimental Evidence from Reddit	39
The Gatekeeper Effect: The Implications of Pre-Screening, Self-Selection, and Bias for Hiring Processes	39
Does Employing Skilled Immigrants Enhance Competitive Performance? Evidence from European Football Clubs	38
The Impact of Institutions on Innovation	38
Product Lines and Price Discrimination in Markets with Information Frictions	38
Financial Uncertainty with Ambiguity and Learning	38
Consumer Consent and Firm Targeting After GDPR: The Case of a Large Telecom Provider	38
The Wisdom of Model Crowds	38
Report-Dependent Utility and Strategy-Proofness	38
Is Price Commitment a Better Solution to Control Carbon Emissions and Promote Technology Investment?	38
Delegation Decisions in Finance	37
The Beta Anomaly and Mutual Fund Performance	37
Information Disclosure and Promotion Policy Design for Platforms	37
Smart Stochastic Discount Factors	37
Spectral Volume Models: Universal High-Frequency Periodicities in Intraday Trading Activities	37
Disclosure Substitution	37
Scandal, Social Movement, and Change: Evidence from #MeToo in Hollywood	36
Customer Preferences for Delivery Service Attributes in Attended Home Delivery	36
Disclosure and Competition for Capital	36
Managerial and Financial Barriers to the Green Transition	36
How Does Firm Scope Depend on Customer Switching Costs? Evidence from Mobile Telecommunications Markets	36
Self-Guided Approximate Linear Programs: Randomized Multi-Shot Approximation of Discounted Cost Markov Decision Processes	36
Commercializing the Package Flow: Cross-Sampling Physical Products Through E-Commerce Warehouses	36
Impact of Social Interactions on Duopoly Competition with Quality Considerations	35
Taxes in Non-GAAP Reporting: Evidence of Strategic Behavior in Selecting Tax Rates Applied to Exclusions	35
Call for Papers—Management Science Virtual Special Issue on Digital Finance	35
How Do Interest-Only Mortgages Affect Consumption and Saving over the Life Cycle?	35
Information Acquisition, Decision Making, and Implementation in Organizations	35
Decision Making Under Impending Regime Shifts	35
Sellin’ in the Rain: Weather, Climate, and Retail Sales	35
High-Speed Internet, Financial Technology, and Banking	35
Winners from Winners: A Tale of Risk Factors	35
Last-Iterate Convergence in No-Regret Learning: Games with Reference Effects Under Logit Demand	35
Feature Misspecification in Sequential Learning Problems	34
E-backtesting	34
Field Experimental Evidence on the Effect of Pricing on Residential Electricity Conservation	34
Dynamic Control of a Make-to-Order System Under Model Uncertainty	34
Optimal Control of Service Systems with Heterogeneous Servers and Priority Customers	34
Fair and Square: A Retention Model of Managerial Compensation	34
The Value of Specific Knowledge: Evidence from Disruptions to the Patient–Physician Relationship	34
Mismarking in Mutual Funds	34
Focusing Provider Attention: An Empirical Examination of Incentives and Feedback in Flu Vaccinations	34
The Emergence of Novel Product Uses: An Investigation of Exaptations in IKEA Hacks	34
Performance Attribution for Portfolio Constraints	33
Housing Cycles and Exchange Rates	33
Herding in Probabilistic Forecasts	33
The Liquidity Premium of Digital Payment Vehicle	33
Vestigial Tails? Floor Brokers at the Close in Modern Electronic Markets	33
Economic Substance Behind Texas Political Anti-ESG Sanctions	33
Investor Sentiment and the Pricing of Macro Risks for Hedge Funds	33
Procurement for Assembly Under Asymmetric Information: Theory and Evidence	33
On the Nature of (Jump) Skewness Risk Premia	33
Boardroom Centrality and Systematic Risk of Firms	33
Breadth of Ownership and the Cross-Section of Corporate Bond Returns	33
Cut to the Curve: Underrecognition and Talent Loss from Forced Ranking in a Multinational Firm	33
Model-Free Assortment Pricing with Transaction Data	33
Fiscal Limits and the Pricing of Eurobonds	33
Treatment Allocation with Strategic Agents	32
Speculation, Sentiment, and Interest Rates	32
The Value of Regulators as Monitors: Evidence from Banking	32
Cyberattacks, Operational Disruption, and Investment in Resilience Measures	32
The Endowment Model and Modern Portfolio Theory	32
Electronic Payment Technology and Business Finance: A Randomized, Controlled Trial with Mobile Money	32
Robustly Optimal Contracts for Agricultural Supply Chains	32
The Competitive Ratio of Threshold Policies for Online Unit-Density Knapsack Problems	32
Bidder-Specific Synergies and the Evolution of Acquirer Returns	32
Improving Human Deception Detection Using Algorithmic Feedback	32
Employment Flexibility and Capital Structure: Evidence from a Natural Experiment	31
The Gendering of Job Postings in the Online Recruitment Process	31
From Contextualizing to Context Theorizing: Assessing Context Effects in Privacy Research	31