Management Science

Article	Citations
Editorial Board	466
Market Liquidity and Competition Among Designated Market Makers	461
Editorial Board	448
Delegation with Technology Migration: An Empirical Analysis of Mobile Virtual Network Operators	383
Reinforcing Research Transparency at Management Science	316
Self-Regulation for Reputation-Sensitive Buyers: SA8000 in China	294
Financial Reporting Regulation in the Laboratory: A Case on Earnings Management	261
Automotive Procurement Under Opaque Prices: Theory with Evidence from the BMW Supply Chain	238
Meeting Corporate Renewable Power Targets	204
How to De-Reserve Reserves: Admissions to Technical Colleges in India	199
The Role of Networks in Loan Syndicate Markets	187
Group Discussions Improve Competence Calibration: Making Self-Perceived Competence Valuable When Harnessing the Wisdom of Crowds	182
Who Falls Prey to the Wolf of Wall Street? Investor Participation in Market Manipulation	182
Asset Trade, Real Investment, and a Tilting Financial Transaction Tax	163
Deterrence Effects of Enforcement Schemes: An Experimental Study	150
Peg Abandonment and Cross-Currency Contagion	150
The Information Value of Distress	147
The Trade-Offs of Letting Local Managers Make Hiring Decisions	147
Tailor-to-Target: Configuring Collaborative Shareholder Engagements on Climate Change	146
Intersectional Peer Effects at Work: The Effect of White Coworkers on Black Women’s Careers	144
Tick Size, Trading Strategies, and Market Quality	143
Will the Truth Free Us from Misinformation?	142
“Just Words? Just Speeches?” On the Economic Value of Charismatic Leadership	140
Buying the Verdict	139
Are Political and Charitable Giving Substitutes? Evidence from the United States	136

LIBOR Discontinuation and the Cost of Bank Loans	136
Content Provision on UGC Platforms	135
Tech-Enabled Financial Data Access, Retail Investors, and Gambling-Like Behavior in the Stock Market	132
Bunching with the Stars: How Firms Respond to Environmental Certification	131
Investor Logins and the Disposition Effect	130
Manipulation and (Mis)trust in Prediction Markets	128
Forecasting Earnings from Home	127
Policy Learning with Adaptively Collected Data	126
Improving Patient Transfer Protocols for Regional Stroke Networks	120
Shuffling as a Sales Tactic: An Experimental Study of Selling Product Rankings	117
Estimating Stockout Costs and Optimal Stockout Rates: A Case on the Management of Ugly Produce Inventory	116
Little’s Law and Educational Inequality: A Comparative Case Study of Teacher Workaround Productivity	114
Liquidity Requirements and Central Bank Interventions During Banking Crises	114
The Effect of Medicaid Expansion on Wait Time in the Emergency Department	113
False Discovery in A/B Testing	110
The Road to Stock Market Participation	107
Improving Transparency and Verifiability in School Admissions: Theory and Experiment	107
Institutional Ownership and Tail Risk Comovement in Banks	107
Labor Unions and Product Quality Failures	105
Executive Compensation Limits and Executive Turnover	103
Finding Your Calling: Matching Skills with Jobs in the Mutual Fund Industry	102
Platform Governance in the Presence of Within-Complementor Interdependencies: Evidence from the Rideshare Industry	101
A Data-Driven Approach to Multistage Stochastic Linear Optimization	101
Decision-Making Delegation in Banks	98
Strategy	95
Emergency Preparation and Uncertainty Persistence	94
Privacy and Polarization: An Inference-Based Framework	94
Demanding Innovation: The Impact of Consumer Subsidies on Solar Panel Production Costs	93
Experimentation and Start-up Performance: Evidence from A/B Testing	91
Algorithm Reliance: Fast and Slow	90
Intrafirm Knowledge Sharing in the Investment Research Industry	89
What (Exactly) Is Novelty in Networks? Unpacking the Vision Advantages of Brokers, Bridges, and Weak Ties	88
Pacing Equilibrium in First Price Auction Markets	87
A Casino Gambling Model Under Cumulative Prospect Theory: Analysis and Algorithm	87
Access to Debt and the Provision of Trade Credit	85
Intraday Market Return Predictability Culled from the Factor Zoo	85
Risk Guarantees for End-to-End Prediction and Optimization Processes	82
Ambiguity and the Tradeoff Theory of Capital Structure	81
Vicarious Learning Without Knowledge Differentials	81
Editorial Board	80
Forgetful Consumers and Consumption Tracking	79
Base Rate Neglect as a Source of Inaccurate Statistical Discrimination	79
Fast Delivery: B2B Field Experiments Amid COVID-19 Outbreak and New Normal	79
Business Acquisition Disclosures: The Effect of Identifying Intangible Assets on Investors’ Judgments	77
Enforcement Waves and Spillovers	77
The Limits of Centralized Pricing in Online Marketplaces and the Value of User Control	76
Measuring Misreporting Incentives and Severity	75
Demographic Diversity and Collusion in Teams	74
The Interplay Between Product Variety and Customer Retention: Theory and Evidence	73
Contrarians, Extrapolators, and Stock Market Momentum and Reversal	73

Compounding Money and Nominal Price Illusions	72
Advances in Blockchain and Crypto Economics	71
In Art We Trust	71
Reshaping Corporate Boards Through Mandatory Gender Diversity Disclosures: Evidence from Canada	68
Expectations Matter: When (Not) to Use Machine Learning Earnings Forecasts	68
Market Shifts in the Sharing Economy: The Impact of Airbnb on Housing Rentals	68
Design and Analysis of Switchback Experiments	67
Penalty or Reward? The Effect of Social Disincentives on Online Users’ Contributions	67
Investor Attention and Option Returns	66
Getting Down to Business: Chain Ownership and Fertility Clinic Performance	65
Consistency as a Means to Comparability: Theory and Evidence	65
Should Bank Stress Tests Be Fair?	64
Secretary Problems with Biased Evaluations Using Partial Ordinal Information	64
Venture Capital and Private M&A Contracting	63
Shaming Microloan Delinquents: Evidence from a Field Experiment in China	62
Editorial Board	62
The Role of Auditor Reputation in an Emerging Audit Marketplace: Evidence from Decentralized Finance (DeFi)	62
How Framing Influences Strategic Interactions	61
How Search Engine Impacts Market Structure: Empirical Evidence from a Multivendor Darknet Market	61
Innovations in IPO Deal Structure: Do Up-C IPOs Harm Public Shareholders?	60
Shareholderism Around the World: Corporate Purpose, Culture, and Law	60
How Do Behavioral Approaches to Increase Savings Compare? Evidence from Multiple Interventions in the U.S. Army	59
The Number of Estimates in Footnotes and Accruals	59
From Food Deserts to Fresh Food: The Role of Digital Accessibility in Nutrition Assistance Programs	58
Scheduling with Testing of Heterogeneous Jobs	57
How Large are Predefault Costs of Financial Distress? Estimates from a Dynamic Model	57
Measuring the Quality of Mergers and Acquisitions	57
Experimental Choice and Disruptive Technologies	56
Blockchain Adoption in a Supply Chain with Manufacturer Market Power	56
Buy-One-Get-One Promotions in a Two-Echelon Supply Chain	56
Dynamic Portfolio Selection Under Quantile Maximization	56
The Effect of Group Identity on Hiring Decisions with Incomplete Information	55
Quantifying the Impact of Impact Investing	55
Searching for the Best Yardstick: Cost of Quality Improvements in the U.S. Hospital Industry	55
The Sound of Silence: What Do We Know When Insiders Do Not Trade?	55
Resolving Tensions Between Heterogeneous Investors in a Startup	55
Incentive Effects of Subjective Allocations of Rewards and Penalties	54
Curtailing Bank Loan and Loan Insurance Under Risk Regulations in Supply Chain Finance	54
Can Artificial Intelligence Improve Gender Equality? Evidence from a Natural Experiment	54
On Customer (Dis-)Honesty in Unobservable Queues: The Role of Lying Aversion	54
Is Relevancy Everything? A Deep-Learning Approach to Understand the Effect of Image-Text Congruence	53
Firm Commitments	53
Contracting, Pricing, and Data Collection Under the AI Flywheel Effect	53
Monetary Incentives and Knowledge Spillover: Evidence from a Natural Experiment	53
No Permanent Friend or Enemy: Impacts of the IIoT-Based Platform in the Maintenance Service Market	52
Model-Free Nonstationary Reinforcement Learning: Near-Optimal Regret and Applications in Multiagent Reinforcement Learning and Inventory Control	52
Data Breach Announcements and Stock Market Reactions: A Matter of Timing?	52
Creative Destruction? Impact of E-Commerce on the Retail Sector	52
Estimating Career Benefits from Online Community Leadership: Evidence from Stack Exchange Moderators	51
Innovation Strategy After IPO: How AI Analytics Spurs Innovation After IPO	50
Social Queues (Cues): Impact of Others’ Waiting in Line on One’s Service Time	50
Fast Rates for Contextual Linear Optimization	50
How Do Interest-Only Mortgages Affect Consumption and Saving over the Life Cycle?	49
Editorial Board	49
Nonregular Employment and Payout Policy: Evidence from the Massachusetts Independent Contractor Law	49
The Financial Consequences of Online Review Aggregators: Evidence from Yelp Ratings and SBA Loans	49
Worker Empowerment and Subjective Evaluation: On Building an Effective Conflict Culture	49
The Impact of Bank Financing on Borrowers’ Voluntary Disclosures and Real Investments	49
Can Random Friends Seed More Buzz and Adoption? Leveraging the Friendship Paradox	49
Measuring Intangible Capital with Market Prices	49
Contextual Learning with Online Convex Optimization: Theory and Application to Medical Decision-Making	48
Implied Ambiguity: Mean-Variance Inefficiency and Pricing Errors	47
Taylor Approximation of Inventory Policies for One-Warehouse, Multi-Retailer Systems with Demand Feature Information	47
Commercializing the Package Flow: Cross-Sampling Physical Products Through E-Commerce Warehouses	47
Tail-Driven Nonparametric Estimation for State Price Densities	47
Evaluating the Efficacy of Application Costs for Managing Congestion in Online Matching Markets	47
Smart Stochastic Discount Factors	47
Editorial Board	47
The Dynamic Informativeness of Scheduled News	46
Optimal Learning and Management of Threatened Species	46
Diffusion Approximations for a Class of Sequential Experimentation Problems	46
Sellin’ in the Rain: Weather, Climate, and Retail Sales	46
Minimum Wage Increases and Employer Performance: Role of Employer Heterogeneity	45
Long Lags and Large Returns: Experimental Evidence from Advertising to Businesses	45
Earnings Conference Calls and the SEC Comment Letter Process	45
Do Physicians Improve More from Positive or Negative Feedback?	45
Commentary on “The Economics of Capital Allocation in Firms: Evidence from Internal Capital Markets”	45
How Does Deleveraging Affect Funding Market Liquidity?	44
Model Aggregation for Risk Evaluation and Robust Optimization	44
Does Employing Skilled Immigrants Enhance Competitive Performance? Evidence from European Football Clubs	44

Integrating Conjoint and Maximum Difference Scaling Data	43
Volatility During the COVID-19 Pandemic	43
Can Autonomous Vehicles Solve the Commuter Parking Problem?	43
Friends with Health Benefits: A Field Experiment	43
The Effects of a Short-Term Corporate Social Impact Activity on Employee Turnover: Field Experimental Evidence	43
Not Ready for Prime Time: Financial Reporting Quality After SPAC Mergers	42
Government Loan Guarantees, Market Liquidity, and Lending Standards	42
Winners from Winners: A Tale of Risk Factors	42
The Gatekeeper Effect: The Implications of Pre-Screening, Self-Selection, and Bias for Hiring Processes	42
Relaxed Indexability and Index Policy for Partially Observable Restless Bandits	42
On-Site Inspecting Zombie Lending	42
De-Crypto-ing Signals in Initial Coin Offerings: Evidence of Rational Token Retention	42
Self-Guided Approximate Linear Programs: Randomized Multi-Shot Approximation of Discounted Cost Markov Decision Processes	42
Prismatic Trust: How Structural and Behavioral Signals in Networks Explain Trust Accumulation	42
Brand Spillover as a Marketing Strategy	41
The Beta Anomaly and Mutual Fund Performance	41
Revealed Privacy Preferences: Are Privacy Choices Rational?	41
Report-Dependent Utility and Strategy-Proofness	41
Do Proprietary Costs Deter Insider Trading?	41
Intersectionality: Affirmative Action with Multidimensional Identities	40
Capital Structure Effects Associated with the New Lease Accounting Standard	40
Does Privacy Regulation Harm Content Providers? A Longitudinal Analysis of the Impact of the GDPR	40
Strategic Responses to Algorithmic Recommendations: Evidence from Hotel Pricing	40
Disclosure and Competition for Capital	39
The Wisdom of Model Crowds	39
Hospital Reimbursement in the Presence of Cherry Picking and Upcoding	39
High-Speed Internet, Financial Technology, and Banking	39
Language Commonality and Sell-Side Information Production	39
Disclosure Substitution	39
Consumer Consent and Firm Targeting After GDPR: The Case of a Large Telecom Provider	39
Option Trading Activity, News Releases, and Stock Return Predictability	39
How Do Peer Awards Motivate Creative Content? Experimental Evidence from Reddit	39
Information Disclosure and Promotion Policy Design for Platforms	39
Decision Making Under Impending Regime Shifts	39
The Impact of Vertical Integration on Physician Behavior and Healthcare Delivery: Evidence from Gastroenterology Practices	39
Is Price Commitment a Better Solution to Control Carbon Emissions and Promote Technology Investment?	39
Customer Preferences for Delivery Service Attributes in Attended Home Delivery	39
Optimal Control of Service Systems with Heterogeneous Servers and Priority Customers	38
The Impact of Institutions on Innovation	38
Managerial and Financial Barriers to the Green Transition	38
Mismarking in Mutual Funds	38
Buyer’s Bankruptcy Risk, Sourcing Strategy, and Firm Value: Evidence from the Supplier Protection Act	38
Delegation Decisions in Finance	38
Taxes in Non-GAAP Reporting: Evidence of Strategic Behavior in Selecting Tax Rates Applied to Exclusions	38
Call for Papers—Management Science Virtual Special Issue on Digital Finance	38
Spectral Volume Models: Universal High-Frequency Periodicities in Intraday Trading Activities	38
Market Ambiguity Attitude Restores the Risk-Return Trade-Off	38
Stable Matching on the Job? Theory and Evidence on Internal Talent Markets	37
Field Experimental Evidence on the Effect of Pricing on Residential Electricity Conservation	37
Does Supply Concentration Encourage Cooperation? Evidence from Airlines	37
The Competitive Ratio of Threshold Policies for Online Unit-Density Knapsack Problems	37
Impact of Motivation and Workload on Service Time Components: An Empirical Analysis of Call Center Operations	37
Housing Cycles and Exchange Rates	37
Boardroom Centrality and Systematic Risk of Firms	37
Cut to the Curve: Underrecognition and Talent Loss from Forced Ranking in a Multinational Firm	36
Performance Attribution for Portfolio Constraints	36
Dynamic Control of a Make-to-Order System Under Model Uncertainty	36
The Endowment Model and Modern Portfolio Theory	36
Economic Substance Behind Texas Political Anti-ESG Sanctions	36
On the Nature of (Jump) Skewness Risk Premia	36
Fair and Square: A Retention Model of Managerial Compensation	36
Herding in Probabilistic Forecasts	36
Improving Human Deception Detection Using Algorithmic Feedback	36
What Do Shareholders Want? Consumer Welfare and the Objective of the Firm	36
Too Popular, Too Fast: Optimal Advertising and Entry Timing in Markets with Peer Influence	36
The Emergence of Novel Product Uses: An Investigation of Exaptations in IKEA Hacks	36
The Value of Specific Knowledge: Evidence from Disruptions to the Patient–Physician Relationship	36
Breadth of Ownership and the Cross-Section of Corporate Bond Returns	35
Simple and (Approximately) Optimal Mechanism in Efficiency and Equality Tradeoff	35
Deadlines and Memory Limitations	35
E-backtesting	35
The Liquidity Premium of Digital Payment Vehicle	35
How Do Product Recommendations Help Consumers Search? Evidence from a Field Experiment	35
From Contextualizing to Context Theorizing: Assessing Context Effects in Privacy Research	35
Patent Thickets, Stock Returns, and Conditional CAPM	35
Spatial Information Sharing on On-Demand Service Platforms	35
Fiscal Limits and the Pricing of Eurobonds	35
From Micro to Macro Gender Differences: Evidence from Field Tournaments	34
Vestigial Tails? Floor Brokers at the Close in Modern Electronic Markets	34
Focusing Provider Attention: An Empirical Examination of Incentives and Feedback in Flu Vaccinations	34
Information Acquisition, Decision Making, and Implementation in Organizations	34
Last-Iterate Convergence in No-Regret Learning: Games with Reference Effects Under Logit Demand	34
Investor Sentiment and the Pricing of Macro Risks for Hedge Funds	34
Turning on Dimensional Prominence in Decision Making: Experiments and a Model	34
Cyberattacks, Operational Disruption, and Investment in Resilience Measures	34
Prior Information and Consumer Search: Evidence from Eye Tracking	34
Employment Flexibility and Capital Structure: Evidence from a Natural Experiment	33
The Gendering of Job Postings in the Online Recruitment Process	33
Personalized Disease Screening Decisions Considering a Chronic Condition	33
Model-Free Assortment Pricing with Transaction Data	33
Feature Misspecification in Sequential Learning Problems	33
Text-Based Measure of Supply Chain Risk Exposure	33
Bidder-Specific Synergies and the Evolution of Acquirer Returns	33
Treatment Allocation with Strategic Agents	33
Delaying Informed Consent: An Empirical Investigation of Mobile Apps’ Upgrade Decisions	33