Management Science

Article	Citations
Editorial Board	578
Market Liquidity and Competition Among Designated Market Makers	413
Finding Your Calling: Matching Skills with Jobs in the Mutual Fund Industry	341
Privacy and Polarization: An Inference-Based Framework	317
Financial Reporting Regulation in the Laboratory: A Case on Earnings Management	313
Institutional Ownership and Tail Risk Comovement in Banks	308
Improving Transparency and Verifiability in School Admissions: Theory and Experiment	248
Editorial Board	212
Editorial Board	209
Deterrence Effects of Enforcement Schemes: An Experimental Study	185
Investor Logins and the Disposition Effect	181
Manipulation and (Mis)trust in Prediction Markets	160
A Casino Gambling Model Under Cumulative Prospect Theory: Analysis and Algorithm	156
False Discovery in A/B Testing	154
Access to Debt and the Provision of Trade Credit	150
Tailor-to-Target: Configuring Collaborative Shareholder Engagements on Climate Change	146
Platform Governance in the Presence of Within-Complementor Interdependencies: Evidence from the Rideshare Industry	136
Efficient Estimation of Network Games of Incomplete Information: Application to Large Online Social Networks	125
Bunching with the Stars: How Firms Respond to Environmental Certification	123
Automotive Procurement Under Opaque Prices: Theory with Evidence from the BMW Supply Chain	122
Intersectional Peer Effects at Work: The Effect of White Coworkers on Black Women’s Careers	118
Delegation with Technology Migration: An Empirical Analysis of Mobile Virtual Network Operators	118
Reinforcing Research Transparency at Management Science	117
Intraday Market Return Predictability Culled from the Factor Zoo	116
How to De-Reserve Reserves: Admissions to Technical Colleges in India	115

Asset Trade, Real Investment, and a Tilting Financial Transaction Tax	115
Algorithm Reliance: Fast and Slow	115
LIBOR Discontinuation and the Cost of Bank Loans	115
Content Provision on UGC Platforms	114
Little’s Law and Educational Inequality: A Comparative Case Study of Teacher Workaround Productivity	113
Self-Regulation for Reputation-Sensitive Buyers: SA8000 in China	112
“Just Words? Just Speeches?” On the Economic Value of Charismatic Leadership	110
Hospital Financial Health and Clinical Choices: Evidence from the Financial Crisis	104
Peg Abandonment and Cross-Currency Contagion	102
The Information Value of Distress	100
Intrafirm Knowledge Sharing in the Investment Research Industry	99
Shuffling as a Sales Tactic: An Experimental Study of Selling Product Rankings	99
Tech-Enabled Financial Data Access, Retail Investors, and Gambling-Like Behavior in the Stock Market	99
Bayesian Meta-Prior Learning Using Empirical Bayes	98
Demanding Innovation: The Impact of Consumer Subsidies on Solar Panel Production Costs	94
A Statistical Learning Approach to Personalization in Revenue Management	93
Risk Guarantees for End-to-End Prediction and Optimization Processes	91
Vicarious Learning Without Knowledge Differentials	91
Ambiguity and the Tradeoff Theory of Capital Structure	89
Decision-Making Delegation in Banks	89
What (Exactly) Is Novelty in Networks? Unpacking the Vision Advantages of Brokers, Bridges, and Weak Ties	89
Experimentation and Start-up Performance: Evidence from A/B Testing	86
Pacing Equilibrium in First Price Auction Markets	86
Estimating Stockout Costs and Optimal Stockout Rates: A Case on the Management of Ugly Produce Inventory	85
Buying the Verdict	85
Are Political and Charitable Giving Substitutes? Evidence from the United States	84
Labor Unions and Product Quality Failures	81
The Role of Networks in Loan Syndicate Markets	81
Improving Patient Transfer Protocols for Regional Stroke Networks	81
Group Discussions Improve Competence Calibration: Making Self-Perceived Competence Valuable When Harnessing the Wisdom of Crowds	80
A Data-Driven Approach to Multistage Stochastic Linear Optimization	80
The Effect of Medicaid Expansion on Wait Time in the Emergency Department	79
Executive Compensation Limits and Executive Turnover	79
Policy Learning with Adaptively Collected Data	78
Liquidity Requirements and Central Bank Interventions During Banking Crises	76
Tick Size, Trading Strategies, and Market Quality	75
Emergency Preparation and Uncertainty Persistence	75
Financial Reporting and Entrepreneurial Finance: Evidence from Equity Crowdfunding	73
Is Relevancy Everything? A Deep-Learning Approach to Understand the Effect of Image-Text Congruence	73
Meeting Corporate Renewable Power Targets	73
Editorial Board	73
The Effect of the Paycheck Protection Program and Financial Reporting Standards on Bank Risk-Taking	73
Global Equity Correlation in International Markets	72
Base Rate Neglect as a Source of Inaccurate Statistical Discrimination	71
Estimating Career Benefits from Online Community Leadership: Evidence from Stack Exchange Moderators	70
Third-Party Consequences of Changes in Managerial Fiduciary Duties: The Case of Auditors’ Going Concern Opinions	70
Forgetful Consumers and Consumption Tracking	69
Innovations in IPO Deal Structure: Do Up-C IPOs Harm Public Shareholders?	69
Resolving Tensions Between Heterogeneous Investors in a Startup	69
Fast Delivery: B2B Field Experiments Amid COVID-19 Outbreak and New Normal	68

Searching for the Best Yardstick: Cost of Quality Improvements in the U.S. Hospital Industry	67
How Large are Predefault Costs of Financial Distress? Estimates from a Dynamic Model	66
The Interplay Between Product Variety and Customer Retention: Theory and Evidence	65
Incentive Effects of Subjective Allocations of Rewards and Penalties	65
Creative Destruction? Impact of E-Commerce on the Retail Sector	64
Experimental Choice and Disruptive Technologies	64
Reshaping Corporate Boards Through Mandatory Gender Diversity Disclosures: Evidence from Canada	63
Editorial Board	63
Compounding Money and Nominal Price Illusions	63
Scheduling with Testing of Heterogeneous Jobs	62
Firm Commitments	62
How Framing Influences Strategic Interactions	62
On Customer (Dis-)Honesty in Unobservable Queues: The Role of Lying Aversion	62
Penalty or Reward? The Effect of Social Disincentives on Online Users’ Contributions	60
Measuring the Quality of Mergers and Acquisitions	60
Can Artificial Intelligence Improve Gender Equality? Evidence from a Natural Experiment	59
Shaming Microloan Delinquents: Evidence from a Field Experiment in China	58
Buy-One-Get-One Promotions in a Two-Echelon Supply Chain	58
The Effect of Group Identity on Hiring Decisions with Incomplete Information	58
Demographic Diversity and Collusion in Teams	57
Measuring Misreporting Incentives and Severity	57
Should Bank Stress Tests Be Fair?	57
Contrarians, Extrapolators, and Stock Market Momentum and Reversal	57
Venture Capital and Private M&A Contracting	56
Business Acquisition Disclosures: The Effect of Identifying Intangible Assets on Investors’ Judgments	56
The Role of Auditor Reputation in an Emerging Audit Marketplace: Evidence from Decentralized Finance (DeFi)	56
How Search Engine Impacts Market Structure: Empirical Evidence from a Multivendor Darknet Market	55
The Bigger Picture: Combining Econometrics with Analytics Improves Forecasts of Movie Success	54
Secretary Problems with Biased Evaluations Using Partial Ordinal Information	54
Investor Attention and Option Returns	54
Getting Down to Business: Chain Ownership and Fertility Clinic Performance	54
Advances in Blockchain and Crypto Economics	54
Model-Free Nonstationary Reinforcement Learning: Near-Optimal Regret and Applications in Multiagent Reinforcement Learning and Inventory Control	54
The Limits of Centralized Pricing in Online Marketplaces and the Value of User Control	53
Social Queues (Cues): Impact of Others’ Waiting in Line on One’s Service Time	53
Blockchain Adoption in a Supply Chain with Manufacturer Market Power	53
Innovation Strategy After IPO: How AI Analytics Spurs Innovation After IPO	52
In Art We Trust	52
Fast Rates for Contextual Linear Optimization	52
Consistency as a Means to Comparability: Theory and Evidence	52
How Market Power Affects Dynamic Pricing: Evidence from Inventory Fluctuations at Car Dealerships	51
Dynamic Portfolio Selection Under Quantile Maximization	51
Enforcement Waves and Spillovers	51
Interest Rate Volatility and No-Arbitrage Affine Term Structure Models	51
Shareholderism Around the World: Corporate Purpose, Culture, and Law	51
Quantifying the Impact of Impact Investing	50
The Sound of Silence: What Do We Know When Insiders Do Not Trade?	50
Market Shifts in the Sharing Economy: The Impact of Airbnb on Housing Rentals	49
Data Breach Announcements and Stock Market Reactions: A Matter of Timing?	49
A Framework for Analyzing Influencer Marketing in Social Networks: Selection and Scheduling of Influencers	49
Measuring Intangible Capital with Market Prices	49
The Private Impact of Public Data: Landsat Satellite Maps Increased Gold Discov	49
Monetary Incentives and Knowledge Spillover: Evidence from a Natural Experiment	48
How Do Behavioral Approaches to Increase Savings Compare? Evidence from Multiple Interventions in the U.S. Army	48
Managerial Learning from Analyst Feedback to Voluntary Capex Guidance, Investment Efficiency, and Firm Performance	48
The Number of Estimates in Footnotes and Accruals	48
Adaptive Clinical Trial Designs with Surrogates: When Should We Bother?	48
No Permanent Friend or Enemy: Impacts of the IIoT-Based Platform in the Maintenance Service Market	48
Design and Analysis of Switchback Experiments	47
Contracting, Pricing, and Data Collection Under the AI Flywheel Effect	47
Curtailing Bank Loan and Loan Insurance Under Risk Regulations in Supply Chain Finance	47
Can Random Friends Seed More Buzz and Adoption? Leveraging the Friendship Paradox	46
Worker Empowerment and Subjective Evaluation: On Building an Effective Conflict Culture	46
The Impact of Bank Financing on Borrowers’ Voluntary Disclosures and Real Investments	46
Quantile Connectedness: Modeling Tail Behavior in the Topology of Financial Networks	46
Editorial Board	46
The Financial Consequences of Online Review Aggregators: Evidence from Yelp Ratings and SBA Loans	45
Volatility During the COVID-19 Pandemic	45
Does Privacy Regulation Harm Content Providers? A Longitudinal Analysis of the Impact of the GDPR	44
Relaxed Indexability and Index Policy for Partially Observable Restless Bandits	44
Editorial Board	44
Nonregular Employment and Payout Policy: Evidence from the Massachusetts Independent Contractor Law	44
Integrating Conjoint and Maximum Difference Scaling Data	44
The Gatekeeper Effect: The Implications of Pre-Screening, Self-Selection, and Bias for Hiring Processes	44
Evaluating the Efficacy of Application Costs for Managing Congestion in Online Matching Markets	44
Decision Making Under Impending Regime Shifts	43
Taxes in Non-GAAP Reporting: Evidence of Strategic Behavior in Selecting Tax Rates Applied to Exclusions	43
Minimum Wage Increases and Employer Performance: Role of Employer Heterogeneity	43
High-Speed Internet, Financial Technology, and Banking	42
Taylor Approximation of Inventory Policies for One-Warehouse, Multi-Retailer Systems with Demand Feature Information	42

Market Ambiguity Attitude Restores the Risk-Return Trade-Off	42
Financial Uncertainty with Ambiguity and Learning	42
Contextual Learning with Online Convex Optimization: Theory and Application to Medical Decision-Making	42
Disclosure Substitution	42
Product Lines and Price Discrimination in Markets with Information Frictions	42
Long Lags and Large Returns: Experimental Evidence from Advertising to Businesses	42
Hospital Reimbursement in the Presence of Cherry Picking and Upcoding	41
Buyer’s Bankruptcy Risk, Sourcing Strategy, and Firm Value: Evidence from the Supplier Protection Act	41
Not Ready for Prime Time: Financial Reporting Quality After SPAC Mergers	41
Government Loan Guarantees, Market Liquidity, and Lending Standards	41
Self-Guided Approximate Linear Programs: Randomized Multi-Shot Approximation of Discounted Cost Markov Decision Processes	40
How Does Deleveraging Affect Funding Market Liquidity?	40
Capital Structure Effects Associated with the New Lease Accounting Standard	40
Winners from Winners: A Tale of Risk Factors	40
Revealed Privacy Preferences: Are Privacy Choices Rational?	40
The Dynamic Informativeness of Scheduled News	39
Commentary on “The Economics of Capital Allocation in Firms: Evidence from Internal Capital Markets”	39
How Do Interest-Only Mortgages Affect Consumption and Saving over the Life Cycle?	39
Do Proprietary Costs Deter Insider Trading?	39
The Beta Anomaly and Mutual Fund Performance	38
Diffusion Approximations for a Class of Sequential Experimentation Problems	38
Implied Ambiguity: Mean-Variance Inefficiency and Pricing Errors	38
Does Employing Skilled Immigrants Enhance Competitive Performance? Evidence from European Football Clubs	38
Optimal Learning and Management of Threatened Species	38
Do Physicians Improve More from Positive or Negative Feedback?	38
Portfolio Choices with Many Big Models	38
De-Crypto-ing Signals in Initial Coin Offerings: Evidence of Rational Token Retention	38
Impact of Social Interactions on Duopoly Competition with Quality Considerations	37
The Impact of Vertical Integration on Physician Behavior and Healthcare Delivery: Evidence from Gastroenterology Practices	37
Delegation Decisions in Finance	37
The Wisdom of Model Crowds	37
Disclosure and Competition for Capital	37
Consumer Consent and Firm Targeting After GDPR: The Case of a Large Telecom Provider	37
Customer Preferences for Delivery Service Attributes in Attended Home Delivery	37
Intersectionality: Affirmative Action with Multidimensional Identities	37
On-Site Inspecting Zombie Lending	36
How Does Firm Scope Depend on Customer Switching Costs? Evidence from Mobile Telecommunications Markets	36
Report-Dependent Utility and Strategy-Proofness	36
Prismatic Trust: How Structural and Behavioral Signals in Networks Explain Trust Accumulation	36
Language Commonality and Sell-Side Information Production	36
Friends with Health Benefits: A Field Experiment	36
Sellin’ in the Rain: Weather, Climate, and Retail Sales	36
Managerial and Financial Barriers to the Green Transition	36
The Effects of a Short-Term Corporate Social Impact Activity on Employee Turnover: Field Experimental Evidence	36
Personalization from Customer Data Aggregation Using List Price	36
Option Trading Activity, News Releases, and Stock Return Predictability	35
Strategic Responses to Algorithmic Recommendations: Evidence from Hotel Pricing	35
Information Disclosure and Promotion Policy Design for Platforms	35
Scandal, Social Movement, and Change: Evidence from #MeToo in Hollywood	35
Is Price Commitment a Better Solution to Control Carbon Emissions and Promote Technology Investment?	34
The Impact of Institutions on Innovation	34
How Do Peer Awards Motivate Creative Content? Experimental Evidence from Reddit	34
Brand Spillover as a Marketing Strategy	34
The Value of Regulators as Monitors: Evidence from Banking	34
Last-Iterate Convergence in No-Regret Learning: Games with Reference Effects Under Logit Demand	33
Call for Papers—Management Science Virtual Special Issue on Digital Finance	33
Dynamic Control of a Make-to-Order System Under Model Uncertainty	33
Does Supply Concentration Encourage Cooperation? Evidence from Airlines	33
Bidder-Specific Synergies and the Evolution of Acquirer Returns	33
Plumbing of Securities Markets: The Impact of Post-trade Fees on Trading and Welfare	33
Information Acquisition, Decision Making, and Implementation in Organizations	33
The Liquidity Premium of Digital Payment Vehicle	33
Procurement for Assembly Under Asymmetric Information: Theory and Evidence	33
Optimal Control of Service Systems with Heterogeneous Servers and Priority Customers	32
Cut to the Curve: Underrecognition and Talent Loss from Forced Ranking in a Multinational Firm	32
Performance Attribution for Portfolio Constraints	32
Stable Matching on the Job? Theory and Evidence on Internal Talent Markets	32
Fiscal Limits and the Pricing of Eurobonds	32
Mismarking in Mutual Funds	32
Impact of Health Information Exchange Adoption on Referral Patterns	32
Cyberattacks, Operational Disruption, and Investment in Resilience Measures	32
Boardroom Centrality and Systematic Risk of Firms	32
Feature Misspecification in Sequential Learning Problems	32
Vestigial Tails? Floor Brokers at the Close in Modern Electronic Markets	32
The Endowment Model and Modern Portfolio Theory	32
Economic Substance Behind Texas Political Anti-ESG Sanctions	32
Focusing Provider Attention: An Empirical Examination of Incentives and Feedback in Flu Vaccinations	31
The Gendering of Job Postings in the Online Recruitment Process	31
Herding in Probabilistic Forecasts	31
Housing Cycles and Exchange Rates	31
Delaying Informed Consent: An Empirical Investigation of Mobile Apps’ Upgrade Decisions	31
Patent Thickets, Stock Returns, and Conditional CAPM	31
Impact of Motivation and Workload on Service Time Components: An Empirical Analysis of Call Center Operations	31
Breadth of Ownership and the Cross-Section of Corporate Bond Returns	31
The Role of Common Risk in the Effectiveness of Explicit Relative Performance Evaluation	31
Electronic Payment Technology and Business Finance: A Randomized, Controlled Trial with Mobile Money	31
Improving Human Deception Detection Using Algorithmic Feedback	31
Prior Information and Consumer Search: Evidence from Eye Tracking	31
Robustly Optimal Contracts for Agricultural Supply Chains	31
How Do Product Recommendations Help Consumers Search? Evidence from a Field Experiment	31
Turning on Dimensional Prominence in Decision Making: Experiments and a Model	31
Investor Sentiment and the Pricing of Macro Risks for Hedge Funds	30
Model-Free Assortment Pricing with Transaction Data	30
The Emergence of Novel Product Uses: An Investigation of Exaptations in IKEA Hacks	30
The Competitive Ratio of Threshold Policies for Online Unit-Density Knapsack Problems	30