Management Science

Article	Citations
Editorial Board	485
Market Liquidity and Competition Among Designated Market Makers	473
Editorial Board	468
Delegation with Technology Migration: An Empirical Analysis of Mobile Virtual Network Operators	393
Reinforcing Research Transparency at Management Science	324
Self-Regulation for Reputation-Sensitive Buyers: SA8000 in China	301
Financial Reporting Regulation in the Laboratory: A Case on Earnings Management	271
Automotive Procurement Under Opaque Prices: Theory with Evidence from the BMW Supply Chain	248
Meeting Corporate Renewable Power Targets	208
How to De-Reserve Reserves: Admissions to Technical Colleges in India	206
The Role of Networks in Loan Syndicate Markets	191
Group Discussions Improve Competence Calibration: Making Self-Perceived Competence Valuable When Harnessing the Wisdom of Crowds	187
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	167
The Information Value of Distress	154
The Trade-Offs of Letting Local Managers Make Hiring Decisions	153
Intersectional Peer Effects at Work: The Effect of White Coworkers on Black Women’s Careers	153
Will the Truth Free Us from Misinformation?	151
Are Political and Charitable Giving Substitutes? Evidence from the United States	149
LIBOR Discontinuation and the Cost of Bank Loans	146
Content Provision on UGC Platforms	145
Investor Logins and the Disposition Effect	144
Forecasting Earnings from Home	143
Policy Learning with Adaptively Collected Data	142
Liquidity Requirements and Central Bank Interventions During Banking Crises	142

Shuffling as a Sales Tactic: An Experimental Study of Selling Product Rankings	142
Little’s Law and Educational Inequality: A Comparative Case Study of Teacher Workaround Productivity	141
Executive Compensation Limits and Executive Turnover	137
Estimating Stockout Costs and Optimal Stockout Rates: A Case on the Management of Ugly Produce Inventory	132
Pacing Equilibrium in First Price Auction Markets	132
Manipulation and (Mis)trust in Prediction Markets	130
Labor Unions and Product Quality Failures	128
Editorial Statement—Strategy	122
Tech-Enabled Financial Data Access, Retail Investors, and Gambling-Like Behavior in the Stock Market	120
Personalized Pricing in the Presence of Privacy Concerns	120
Experimentation and Start-up Performance: Evidence from A/B Testing	119
Intraday Market Return Predictability Culled from the Factor Zoo	116
A Casino Gambling Model Under Cumulative Prospect Theory: Analysis and Algorithm	114
Ambiguity and the Tradeoff Theory of Capital Structure	114
Intrafirm Knowledge Sharing in the Investment Research Industry	110
Finding Your Calling: Matching Skills with Jobs in the Mutual Fund Industry	109
Emergency Preparation and Uncertainty Persistence	108
Privacy and Polarization: An Inference-Based Framework	108
Institutional Ownership and Tail Risk Comovement in Banks	107
Improving Transparency and Verifiability in School Admissions: Theory and Experiment	105
The Road to Stock Market Participation	104
The Effect of Medicaid Expansion on Wait Time in the Emergency Department	104
Risk Guarantees for End-to-End Prediction and Optimization Processes	99
Peg Abandonment and Cross-Currency Contagion	97
Comment to the Editor: On Continuity of Fixed-Fraction Rules for Sharing Sequentially Triggered Losses	97
Algorithm Reliance: Fast and Slow	96
Buying the Verdict	96
What (Exactly) Is Novelty in Networks? Unpacking the Vision Advantages of Brokers, Bridges, and Weak Ties	95
Tailor-to-Target: Configuring Collaborative Shareholder Engagements on Climate Change	92
False Discovery in A/B Testing	91
Demanding Innovation: The Impact of Consumer Subsidies on Solar Panel Production Costs	91
Improving Patient Transfer Protocols for Regional Stroke Networks	91
“Just Words? Just Speeches?” On the Economic Value of Charismatic Leadership	87
Access to Debt and the Provision of Trade Credit	84
Vicarious Learning Without Knowledge Differentials	83
Platform Governance in the Presence of Within-Complementor Interdependencies: Evidence from the Rideshare Industry	82
Tick Size, Trading Strategies, and Market Quality	81
A Data-Driven Approach to Multistage Stochastic Linear Optimization	80
Bunching with the Stars: How Firms Respond to Environmental Certification	79
Decision-Making Delegation in Banks	79
Editorial Board	78
Fast Delivery: B2B Field Experiments Amid COVID-19 Outbreak and New Normal	76
Measuring Misreporting Incentives and Severity	76
Forgetful Consumers and Consumption Tracking	76
Contrarians, Extrapolators, and Stock Market Momentum and Reversal	74
The Interplay Between Product Variety and Customer Retention: Theory and Evidence	73
Compounding Money and Nominal Price Illusions	73
In Art We Trust	72
Reshaping Corporate Boards Through Mandatory Gender Diversity Disclosures: Evidence from Canada	71
Expectations Matter: When (Not) to Use Machine Learning Earnings Forecasts	70

Market Shifts in the Sharing Economy: The Impact of Airbnb on Housing Rentals	70
Should Bank Stress Tests Be Fair?	69
Venture Capital and Private M&A Contracting	69
Editorial Board	68
The Role of Auditor Reputation in an Emerging Audit Marketplace: Evidence from Decentralized Finance (DeFi)	68
How Framing Influences Strategic Interactions	67
On Customer (Dis-)Honesty in Unobservable Queues: The Role of Lying Aversion	66
Incentive Effects of Subjective Allocations of Rewards and Penalties	65
Social Queues (Cues): Impact of Others’ Waiting in Line on One’s Service Time	65
Blockchain Adoption in a Supply Chain with Manufacturer Market Power	64
Estimating Career Benefits from Online Community Leadership: Evidence from Stack Exchange Moderators	64
Model-Free Nonstationary Reinforcement Learning: Near-Optimal Regret and Applications in Multiagent Reinforcement Learning and Inventory Control	63
Base Rate Neglect as a Source of Inaccurate Statistical Discrimination	63
Shareholderism Around the World: Corporate Purpose, Culture, and Law	62
Innovations in IPO Deal Structure: Do Up-C IPOs Harm Public Shareholders?	62
The Number of Estimates in Footnotes and Accruals	61
How Do Behavioral Approaches to Increase Savings Compare? Evidence from Multiple Interventions in the U.S. Army	61
Curtailing Bank Loan and Loan Insurance Under Risk Regulations in Supply Chain Finance	60
From Food Deserts to Fresh Food: The Role of Digital Accessibility in Nutrition Assistance Programs	60
Demographic Diversity and Collusion in Teams	59
Measuring Intangible Capital with Market Prices	59
Buy-One-Get-One Promotions in a Two-Echelon Supply Chain	59
Secretary Problems with Biased Evaluations Using Partial Ordinal Information	59
Business Acquisition Disclosures: The Effect of Identifying Intangible Assets on Investors’ Judgments	59
Investor Attention and Option Returns	58
Advances in Blockchain and Crypto Economics	57
No Permanent Friend or Enemy: Impacts of the IIoT-Based Platform in the Maintenance Service Market	57
Can Artificial Intelligence Improve Gender Equality? Evidence from a Natural Experiment	56
Penalty or Reward? The Effect of Social Disincentives on Online Users’ Contributions	56
Fast Rates for Contextual Linear Optimization	56
Is Relevancy Everything? A Deep-Learning Approach to Understand the Effect of Image-Text Congruence	55
Data Breach Announcements and Stock Market Reactions: A Matter of Timing?	55
Innovation Strategy After IPO: How AI Analytics Spurs Innovation After IPO	54
Firm Commitments	54
The Limits of Centralized Pricing in Online Marketplaces and the Value of User Control	54
Scheduling with Testing of Heterogeneous Jobs	53
Measuring the Quality of Mergers and Acquisitions	53
The Sound of Silence: What Do We Know When Insiders Do Not Trade?	53
Resolving Tensions Between Heterogeneous Investors in a Startup	53
Dynamic Portfolio Selection Under Quantile Maximization	53
The Effect of Group Identity on Hiring Decisions with Incomplete Information	52
Experimental Choice and Disruptive Technologies	52
Design and Analysis of Switchback Experiments	51
A Re-Examination of Firm Size and Taxes	51
Getting Down to Business: Chain Ownership and Fertility Clinic Performance	51
Consistency as a Means to Comparability: Theory and Evidence	51
When Location Shapes Choice: Placement Optimization of Substitutable Products	51
Enforcement Waves and Spillovers	50
Contracting, Pricing, and Data Collection Under the AI Flywheel Effect	50
Creative Destruction? Impact of E-Commerce on the Retail Sector	50
Searching for the Best Yardstick: Cost of Quality Improvements in the U.S. Hospital Industry	49
How Search Engine Impacts Market Structure: Empirical Evidence from a Multivendor Darknet Market	49
How Large are Predefault Costs of Financial Distress? Estimates from a Dynamic Model	49
Worker Empowerment and Subjective Evaluation: On Building an Effective Conflict Culture	49
Quantifying the Impact of Impact Investing	49
Can Random Friends Seed More Buzz and Adoption? Leveraging the Friendship Paradox	48
Editorial Board	48
Long Lags and Large Returns: Experimental Evidence from Advertising to Businesses	47
Evaluating the Efficacy of Application Costs for Managing Congestion in Online Matching Markets	47
Does Employing Skilled Immigrants Enhance Competitive Performance? Evidence from European Football Clubs	47
Editorial Board	47
Taylor Approximation of Inventory Policies for One-Warehouse, Multi-Retailer Systems with Demand Feature Information	47
The Financial Consequences of Online Review Aggregators: Evidence from Yelp Ratings and SBA Loans	47
Option Trading Activity, News Releases, and Stock Return Predictability	46
Commentary on “The Economics of Capital Allocation in Firms: Evidence from Internal Capital Markets”	46
Smart Stochastic Discount Factors	46
Disclosure and Competition for Capital	46
Diffusion Approximations for a Class of Sequential Experimentation Problems	46
The Dynamic Informativeness of Scheduled News	46
Disclosure Substitution	46
Optimal Learning and Management of Threatened Species	46
Model Aggregation for Risk Evaluation and Robust Optimization	45
How Do Interest-Only Mortgages Affect Consumption and Saving over the Life Cycle?	45
Earnings Conference Calls and the SEC Comment Letter Process	45
Commercializing the Package Flow: Cross-Sampling Physical Products Through E-Commerce Warehouses	45
Do Physicians Improve More from Positive or Negative Feedback?	44
Sellin’ in the Rain: Weather, Climate, and Retail Sales	44
Relaxed Indexability and Index Policy for Partially Observable Restless Bandits	44
The Gatekeeper Effect: The Implications of Pre-Screening, Self-Selection, and Bias for Hiring Processes	44
Minimum Wage Increases and Employer Performance: Role of Employer Heterogeneity	44

Government Loan Guarantees, Market Liquidity, and Lending Standards	44
Volatility During the COVID-19 Pandemic	43
Self-Guided Approximate Linear Programs: Randomized Multi-Shot Approximation of Discounted Cost Markov Decision Processes	43
The Effects of a Short-Term Corporate Social Impact Activity on Employee Turnover: Field Experimental Evidence	43
Can Autonomous Vehicles Solve the Commuter Parking Problem?	43
Prismatic Trust: How Structural and Behavioral Signals in Networks Explain Trust Accumulation	43
Integrating Conjoint and Maximum Difference Scaling Data	43
Taxes in Non-GAAP Reporting: Evidence of Strategic Behavior in Selecting Tax Rates Applied to Exclusions	42
Nonregular Employment and Payout Policy: Evidence from the Massachusetts Independent Contractor Law	42
The Impact of Bank Financing on Borrowers’ Voluntary Disclosures and Real Investments	42
Friends with Health Benefits: A Field Experiment	42
Buyer’s Bankruptcy Risk, Sourcing Strategy, and Firm Value: Evidence from the Supplier Protection Act	42
Tail-Driven Nonparametric Estimation for State Price Densities	42
Language Commonality and Sell-Side Information Production	41
Report-Dependent Utility and Strategy-Proofness	41
Brand Spillover as a Marketing Strategy	41
Spectral Volume Models: Universal High-Frequency Periodicities in Intraday Trading Activities	41
Strategic Responses to Algorithmic Recommendations: Evidence from Hotel Pricing	41
The Beta Anomaly and Mutual Fund Performance	41
Hospital Reimbursement in the Presence of Cherry Picking and Upcoding	40
Do Proprietary Costs Deter Insider Trading?	40
Winners from Winners: A Tale of Risk Factors	40
Capital Structure Effects Associated with the New Lease Accounting Standard	40
De-Crypto-ing Signals in Initial Coin Offerings: Evidence of Rational Token Retention	40
Customer Preferences for Delivery Service Attributes in Attended Home Delivery	40
Is Price Commitment a Better Solution to Control Carbon Emissions and Promote Technology Investment?	40
Does Privacy Regulation Harm Content Providers? A Longitudinal Analysis of the Impact of the GDPR	40
Decision Making Under Impending Regime Shifts	40
Market Ambiguity Attitude Restores the Risk-Return Trade-Off	40
Intersectionality: Affirmative Action with Multidimensional Identities	40
Revealed Privacy Preferences: Are Privacy Choices Rational?	39
The Impact of Vertical Integration on Physician Behavior and Healthcare Delivery: Evidence from Gastroenterology Practices	39
How Does Deleveraging Affect Funding Market Liquidity?	39
Contextual Learning with Online Convex Optimization: Theory and Application to Medical Decision-Making	39
High-Speed Internet, Financial Technology, and Banking	39
On-Site Inspecting Zombie Lending	39
The Impact of Institutions on Innovation	38
Managerial and Financial Barriers to the Green Transition	38
Optimal Control of Service Systems with Heterogeneous Servers and Priority Customers	38
Not Ready for Prime Time: Financial Reporting Quality After SPAC Mergers	38
Delegation Decisions in Finance	38
Mismarking in Mutual Funds	38
Information Disclosure and Promotion Policy Design for Platforms	38
Implied Ambiguity: Mean-Variance Inefficiency and Pricing Errors	38
Call for Papers—Management Science Virtual Special Issue on Digital Finance	38
Housing Cycles and Exchange Rates	37
Boardroom Centrality and Systematic Risk of Firms	37
Does Supply Concentration Encourage Cooperation? Evidence from Airlines	37
What Do Shareholders Want? Consumer Welfare and the Objective of the Firm	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
Economic Substance Behind Texas Political Anti-ESG Sanctions	37
Too Popular, Too Fast: Optimal Advertising and Entry Timing in Markets with Peer Influence	36
Herding in Probabilistic Forecasts	36
How Do Product Recommendations Help Consumers Search? Evidence from a Field Experiment	36
On the Nature of (Jump) Skewness Risk Premia	36
The Value of Specific Knowledge: Evidence from Disruptions to the Patient–Physician Relationship	36
Simple and (Approximately) Optimal Mechanism in Efficiency and Equality Tradeoff	36
Breadth of Ownership and the Cross-Section of Corporate Bond Returns	36
Improving Human Deception Detection Using Algorithmic Feedback	36
The Endowment Model and Modern Portfolio Theory	36
Spatial Information Sharing on On-Demand Service Platforms	36
Fiscal Limits and the Pricing of Eurobonds	35
Investor Sentiment and the Pricing of Macro Risks for Hedge Funds	35
From Micro to Macro Gender Differences: Evidence from Field Tournaments	35
Prior Information and Consumer Search: Evidence from Eye Tracking	35
Last-Iterate Convergence in No-Regret Learning: Games with Reference Effects Under Logit Demand	35
Turning on Dimensional Prominence in Decision Making: Experiments and a Model	35
The Role of Common Risk in the Effectiveness of Explicit Relative Performance Evaluation	35
Cyberattacks, Operational Disruption, and Investment in Resilience Measures	35
Deadlines and Memory Limitations	35
Robustly Optimal Contracts for Agricultural Supply Chains	35
The Value of Regulators as Monitors: Evidence from Banking	34
Impact of Health Information Exchange Adoption on Referral Patterns	34
The Emergence of Novel Product Uses: An Investigation of Exaptations in IKEA Hacks	34
Electronic Payment Technology and Business Finance: A Randomized, Controlled Trial with Mobile Money	34
Model-Free Assortment Pricing with Transaction Data	34
E-backtesting	34
Vestigial Tails? Floor Brokers at the Close in Modern Electronic Markets	34
Information Acquisition, Decision Making, and Implementation in Organizations	34
Patent Thickets, Stock Returns, and Conditional CAPM	34
Personalized Disease Screening Decisions Considering a Chronic Condition	34
Stable Matching on the Job? Theory and Evidence on Internal Talent Markets	34
The Liquidity Premium of Digital Payment Vehicle	34
Cut to the Curve: Underrecognition and Talent Loss from Forced Ranking in a Multinational Firm	34
Field Experimental Evidence on the Effect of Pricing on Residential Electricity Conservation	34
Performance Attribution for Portfolio Constraints	34
Text-Based Measure of Supply Chain Risk Exposure	33
Employment Flexibility and Capital Structure: Evidence from a Natural Experiment	33
What Makes HFTs Tick? Tick Size Changes and Information Advantage in a Market with Fast and Slow Traders	33
Delaying Informed Consent: An Empirical Investigation of Mobile Apps’ Upgrade Decisions	33
Feature Misspecification in Sequential Learning Problems	33
Bidder-Specific Synergies and the Evolution of Acquirer Returns	33
The Gendering of Job Postings in the Online Recruitment Process	33
When Success Is Rare and Competitive: Learning from Others’ Success and My Failure at the Speed of Formula One	33