Management Science

Article	Citations
Editorial Board	529
Editorial Board	527
Delegation with Technology Migration: An Empirical Analysis of Mobile Virtual Network Operators	518
Reinforcing Research Transparency at Management Science	350
Self-Regulation for Reputation-Sensitive Buyers: SA8000 in China	329
Financial Reporting Regulation in the Laboratory: A Case on Earnings Management	286
Automotive Procurement Under Opaque Prices: Theory with Evidence from the BMW Supply Chain	269
Who Falls Prey to the Wolf of Wall Street? Investor Participation in Market Manipulation	230
Asset Trade, Real Investment, and a Tilting Financial Transaction Tax	220
The Information Value of Distress	196
The Trade-Offs of Letting Local Managers Make Hiring Decisions	195
Will the Truth Free Us from Misinformation?	190
LIBOR Discontinuation and the Cost of Bank Loans	178
Intrafirm Knowledge Sharing in the Investment Research Industry	167
Finding Your Calling: Matching Skills with Jobs in the Mutual Fund Industry	163
Privacy and Polarization: An Inference-Based Framework	161
Emergency Preparation and Uncertainty Persistence	161
Improving Transparency and Verifiability in School Admissions: Theory and Experiment	158
Comment to the Editor: On Continuity of Fixed-Fraction Rules for Sharing Sequentially Triggered Losses	156
Investor Logins and the Disposition Effect	154
Shuffling as a Sales Tactic: An Experimental Study of Selling Product Rankings	151
Forecasting Earnings from Home	151
Liquidity Requirements and Central Bank Interventions During Banking Crises	149
Estimating Stockout Costs and Optimal Stockout Rates: A Case on the Management of Ugly Produce Inventory	148
Editorial Statement—Strategy	145

Tech-Enabled Financial Data Access, Retail Investors, and Gambling-Like Behavior in the Stock Market	143
Risk Guarantees for End-to-End Prediction and Optimization Processes	142
The Role of Networks in Loan Syndicate Markets	139
Little’s Law and Educational Inequality: A Comparative Case Study of Teacher Workaround Productivity	130
Peg Abandonment and Cross-Currency Contagion	130
Market Liquidity and Competition Among Designated Market Makers	130
Buying the Verdict	128
Improving Patient Transfer Protocols for Regional Stroke Networks	126
Content Provision on UGC Platforms	124
Institutional Ownership and Tail Risk Comovement in Banks	123
Pacing Equilibrium in First Price Auction Markets	118
The Role of Digital Platforms in Data Markets: How Platform-Shared Market Data Through Advanced Analytics Empower Firm Innovation	117
Intraday Market Return Predictability Culled from the Factor Zoo	117
The Effect of Medicaid Expansion on Wait Time in the Emergency Department	111
Bunching with the Stars: How Firms Respond to Environmental Certification	111
Decision-Making Delegation in Banks	110
Demanding Innovation: The Impact of Consumer Subsidies on Solar Panel Production Costs	110
Vicarious Learning Without Knowledge Differentials	109
Are Political and Charitable Giving Substitutes? Evidence from the United States	108
Group Discussions Improve Competence Calibration: Making Self-Perceived Competence Valuable When Harnessing the Wisdom of Crowds	106
Platform Governance in the Presence of Within-Complementor Interdependencies: Evidence from the Rideshare Industry	105
The Real Effects of Fair Workweek Laws on Work Schedules: Evidence from Los Angeles	105
Tick Size, Trading Strategies, and Market Quality	104
Intersectional Peer Effects at Work: The Effect of White Coworkers on Black Women’s Careers	104
The Road to Stock Market Participation	100
A Casino Gambling Model Under Cumulative Prospect Theory: Analysis and Algorithm	98
Manipulation and (Mis)trust in Prediction Markets	98
Personalized Pricing in the Presence of Privacy Concerns	98
The Signals We Give: Performance Feedback, Gender, and Competition	97
False Discovery in A/B Testing	95
“Just Words? Just Speeches?” On the Economic Value of Charismatic Leadership	93
How to De-Reserve Reserves: Admissions to Technical Colleges in India	91
Policy Learning with Adaptively Collected Data	89
A Data-Driven Approach to Multistage Stochastic Linear Optimization	88
The Effect of University Science on Corporate Innovation	87
What (Exactly) Is Novelty in Networks? Unpacking the Vision Advantages of Brokers, Bridges, and Weak Ties	87
Tailor-to-Target: Configuring Collaborative Shareholder Engagements on Climate Change	83
Executive Compensation Limits and Executive Turnover	83
Meeting Corporate Renewable Power Targets	81
Access to Debt and the Provision of Trade Credit	80
Algorithm Reliance: Fast and Slow	74
Experimentation and Start-up Performance: Evidence from A/B Testing	73
Editorial Board	73
Forgetful Consumers and Consumption Tracking	72
Fast Delivery: B2B Field Experiments Amid COVID-19 Outbreak and New Normal	72
Compounding Money and Nominal Price Illusions	69
Contrarians, Extrapolators, and Stock Market Momentum and Reversal	69
Expectations Matter: When (Not) to Use Machine Learning Earnings Forecasts	68
Editorial Board	68
Should Bank Stress Tests Be Fair?	68

How Framing Influences Strategic Interactions	67
On Customer (Dis-)Honesty in Unobservable Queues: The Role of Lying Aversion	66
Resolving Tensions Between Heterogeneous Investors in a Startup	65
Innovations in IPO Deal Structure: Do Up-C IPOs Harm Public Shareholders?	65
Buy-One-Get-One Promotions in a Two-Echelon Supply Chain	65
Business Acquisition Disclosures: The Effect of Identifying Intangible Assets on Investors’ Judgments	65
Scheduling with Testing of Heterogeneous Jobs	64
From Food Deserts to Fresh Food: The Role of Digital Accessibility in Nutrition Assistance Programs	63
The Limits of Centralized Pricing in Online Marketplaces and the Value of User Control	63
The Effect of Group Identity on Hiring Decisions with Incomplete Information	63
Incentive Effects of Subjective Allocations of Rewards and Penalties	63
Venture Capital and Private M&A Contracting	62
The Interplay Between Product Variety and Customer Retention: Theory and Evidence	62
Base Rate Neglect as a Source of Inaccurate Statistical Discrimination	62
Measuring Intangible Capital with Market Prices	61
Reshaping Corporate Boards Through Mandatory Gender Diversity Disclosures: Evidence from Canada	60
How Large are Predefault Costs of Financial Distress? Estimates from a Dynamic Model	60
Social Queues (Cues): Impact of Others’ Waiting in Line on One’s Service Time	60
Penalty or Reward? The Effect of Social Disincentives on Online Users’ Contributions	60
Dropping Standardized Testing for Admissions Trades Off Information and Access	59
Searching for the Best Yardstick: Cost of Quality Improvements in the U.S. Hospital Industry	59
Experimental Choice and Disruptive Technologies	59
The Number of Estimates in Footnotes and Accruals	57
Measuring Misreporting Incentives and Severity	57
When Location Shapes Choice: Placement Optimization of Substitutable Products	57
Curtailing Bank Loan and Loan Insurance Under Risk Regulations in Supply Chain Finance	57
How Search Engine Impacts Market Structure: Empirical Evidence from a Multivendor Darknet Market	57
Contracting, Pricing, and Data Collection Under the AI Flywheel Effect	57
A Re-Examination of Firm Size and Taxes	57
Market Shifts in the Sharing Economy: The Impact of Airbnb on Housing Rentals	56
The Role of Auditor Reputation in an Emerging Audit Marketplace: Evidence from Decentralized Finance (DeFi)	56
Investor Attention and Option Returns	56
Design and Analysis of Switchback Experiments	56
Blockchain Adoption in a Supply Chain with Manufacturer Market Power	55
No Permanent Friend or Enemy: Impacts of the IIoT-Based Platform in the Maintenance Service Market	55
Measuring the Quality of Mergers and Acquisitions	55
Shareholderism Around the World: Corporate Purpose, Culture, and Law	54
Quantifying the Impact of Impact Investing	53
How Do Behavioral Approaches to Increase Savings Compare? Evidence from Multiple Interventions in the U.S. Army	53
Demographic Diversity and Collusion in Teams	53
Dynamic Portfolio Selection Under Quantile Maximization	52
Secretary Problems with Biased Evaluations Using Partial Ordinal Information	52
Advances in Blockchain and Crypto Economics	52
Data Breach Announcements and Stock Market Reactions: A Matter of Timing?	52
Model-Free Nonstationary Reinforcement Learning: Near-Optimal Regret and Applications in Multiagent Reinforcement Learning and Inventory Control	52
Risk Pricing Under Gain–Loss Asymmetry	52
Enforcement Waves and Spillovers	52
Innovation Strategy After IPO: How AI Analytics Spurs Innovation After IPO	51
Estimating Career Benefits from Online Community Leadership: Evidence from Stack Exchange Moderators	51
Can Artificial Intelligence Improve Gender Equality? Evidence from a Natural Experiment	51
Firm Commitments	51
Creative Destruction? Impact of E-Commerce on the Retail Sector	51
Can Random Friends Seed More Buzz and Adoption? Leveraging the Friendship Paradox	50
Getting Down to Business: Chain Ownership and Fertility Clinic Performance	50
Editorial Board	50
Is Relevancy Everything? A Deep-Learning Approach to Understand the Effect of Image-Text Congruence	50
Worker Empowerment and Subjective Evaluation: On Building an Effective Conflict Culture	50
In Art We Trust	50
Do Proprietary Costs Deter Insider Trading?	49
The Beta Anomaly and Mutual Fund Performance	49
Winners from Winners: A Tale of Risk Factors	49
Sellin’ in the Rain: Weather, Climate, and Retail Sales	49
The Financial Consequences of Online Review Aggregators: Evidence from Yelp Ratings and SBA Loans	49
Model Aggregation for Risk Evaluation and Robust Optimization	48
On-Site Inspecting Zombie Lending	48
The Gatekeeper Effect: The Implications of Pre-Screening, Self-Selection, and Bias for Hiring Processes	48
The Impact of Vertical Integration on Physician Behavior and Healthcare Delivery: Evidence from Gastroenterology Practices	47
Disclosure Substitution	47
Intersectionality: Affirmative Action with Multidimensional Identities	47
Customer Preferences for Delivery Service Attributes in Attended Home Delivery	46
How Do Interest-Only Mortgages Affect Consumption and Saving over the Life Cycle?	46
Contextual Learning with Online Convex Optimization: Theory and Application to Medical Decision-Making	46
Friends with Health Benefits: A Field Experiment	46
Strategic Responses to Algorithmic Recommendations: Evidence from Hotel Pricing	46
The Impact of Bank Financing on Borrowers’ Voluntary Disclosures and Real Investments	46
Nonregular Employment and Payout Policy: Evidence from the Massachusetts Independent Contractor Law	45
Editorial Board	45
Taxes in Non-GAAP Reporting: Evidence of Strategic Behavior in Selecting Tax Rates Applied to Exclusions	45
Buyer’s Bankruptcy Risk, Sourcing Strategy, and Firm Value: Evidence from the Supplier Protection Act	45
Tail-Driven Nonparametric Estimation for State Price Densities	45

Smart Stochastic Discount Factors	45
Spectral Volume Models: Universal High-Frequency Periodicities in Intraday Trading Activities	45
Optimal Learning and Management of Threatened Species	44
Commentary on “The Economics of Capital Allocation in Firms: Evidence from Internal Capital Markets”	44
The Dynamic Informativeness of Scheduled News	44
Self-Guided Approximate Linear Programs: Randomized Multi-Shot Approximation of Discounted Cost Markov Decision Processes	43
Prismatic Trust: How Structural and Behavioral Signals in Networks Explain Trust Accumulation	43
Government Loan Guarantees, Market Liquidity, and Lending Standards	43
Earnings Conference Calls and the SEC Comment Letter Process	43
Long Lags and Large Returns: Experimental Evidence from Advertising to Businesses	43
Relaxed Indexability and Index Policy for Partially Observable Restless Bandits	43
Volatility During the COVID-19 Pandemic	42
Integrating Conjoint and Maximum Difference Scaling Data	42
The Effects of a Short-Term Corporate Social Impact Activity on Employee Turnover: Field Experimental Evidence	42
Does Employing Skilled Immigrants Enhance Competitive Performance? Evidence from European Football Clubs	42
Can Autonomous Vehicles Solve the Commuter Parking Problem?	42
Taylor Approximation of Inventory Policies for One-Warehouse, Multi-Retailer Systems with Demand Feature Information	41
Evaluating the Efficacy of Application Costs for Managing Congestion in Online Matching Markets	41
Commercializing the Package Flow: Cross-Sampling Physical Products Through E-Commerce Warehouses	41
Capital Structure Effects Associated with the New Lease Accounting Standard	41
Market Ambiguity Attitude Restores the Risk-Return Trade-Off	41
Report-Dependent Utility and Strategy-Proofness	41
Decision Making Under Impending Regime Shifts	40
Option Trading Activity, News Releases, and Stock Return Predictability	40
Minimum Wage Increases and Employer Performance: Role of Employer Heterogeneity	40
Do Physicians Improve More from Positive or Negative Feedback?	40
Information Disclosure and Promotion Policy Design for Platforms	40
Revealed Privacy Preferences: Are Privacy Choices Rational?	40
The Impact of Institutions on Innovation	40
Disclosure and Competition for Capital	40
Hospital Reimbursement in the Presence of Cherry Picking and Upcoding	39
High-Speed Internet, Financial Technology, and Banking	39
Diffusion Approximations for a Class of Sequential Experimentation Problems	39
Is Price Commitment a Better Solution to Control Carbon Emissions and Promote Technology Investment?	39
Delegation Decisions in Finance	39
Managerial and Financial Barriers to the Green Transition	39
De-Crypto-ing Signals in Initial Coin Offerings: Evidence of Rational Token Retention	39
Not Ready for Prime Time: Financial Reporting Quality After SPAC Mergers	39
Does Privacy Regulation Harm Content Providers? A Longitudinal Analysis of the Impact of the GDPR	39
Does Partial Pay Transparency Reduce Pay Inequality? An Experimental Investigation	39
Information Acquisition, Decision Making, and Implementation in Organizations	38
Optimal Control of Service Systems with Heterogeneous Servers and Priority Customers	38
Breadth of Ownership and the Cross-Section of Corporate Bond Returns	38
Herding in Probabilistic Forecasts	38
The Value of Specific Knowledge: Evidence from Disruptions to the Patient–Physician Relationship	38
Housing Cycles and Exchange Rates	38
Simple and (Approximately) Optimal Mechanism in Efficiency and Equality Tradeoff	38
Call for Papers—Management Science Virtual Special Issue on Digital Finance	38
What Do Shareholders Want? Consumer Welfare and the Objective of the Firm	38
Last-Iterate Convergence in No-Regret Learning: Games with Reference Effects Under Logit Demand	37
Spatial Information Sharing on On-Demand Service Platforms	37
Fiscal Limits and the Pricing of Eurobonds	37
Employment Flexibility and Capital Structure: Evidence from a Natural Experiment	37
Cyberattacks, Operational Disruption, and Investment in Resilience Measures	37
E-backtesting	37
Performance Attribution for Portfolio Constraints	37
Turning on Dimensional Prominence in Decision Making: Experiments and a Model	37
Personalized Disease Screening Decisions Considering a Chronic Condition	37
Mismarking in Mutual Funds	37
Deadlines and Memory Limitations	37
Treatment Allocation with Strategic Agents	37
Dynamic Control of a Make-to-Order System Under Model Uncertainty	37
Does Supply Concentration Encourage Cooperation? Evidence from Airlines	36
Vestigial Tails? Floor Brokers at the Close in Modern Electronic Markets	36
Do Hedge Funds Strategically Misreport Their Holdings? Evidence from 13F Restatements	36
Robustly Optimal Contracts for Agricultural Supply Chains	36
Investor Sentiment and the Pricing of Macro Risks for Hedge Funds	36
Cut to the Curve: Underrecognition and Talent Loss from Forced Ranking in a Multinational Firm	36
From Micro to Macro Gender Differences: Evidence from Field Tournaments	36
Patent Thickets, Stock Returns, and Conditional CAPM	35
Asymptotic Optimality of Semi-Open-Loop Policies in Inventory Models with Stochastic Lead Times	35
Impact of Health Information Exchange Adoption on Referral Patterns	35
How Do Product Recommendations Help Consumers Search? Evidence from a Field Experiment	35
Prior Information and Consumer Search: Evidence from Eye Tracking	34
From Contextualizing to Context Theorizing: Assessing Context Effects in Privacy Research	34
Field Experimental Evidence on the Effect of Pricing on Residential Electricity Conservation	34
Improving Coordination in Teams: Combining Team and Individual Relative Performance Evaluations	34
The Gendering of Job Postings in the Online Recruitment Process	34
The Emergence of Novel Product Uses: An Investigation of Exaptations in IKEA Hacks	34
Feature Misspecification in Sequential Learning Problems	34
Economic Substance Behind Texas Political Anti-ESG Sanctions	33
Electronic Payment Technology and Business Finance: A Randomized, Controlled Trial with Mobile Money	33
The Competitive Ratio of Threshold Policies for Online Unit-Density Knapsack Problems	33
The Endowment Model and Modern Portfolio Theory	33
The Liquidity Premium of Digital Payment Vehicle	33
Model-Free Assortment Pricing with Transaction Data	33
Delaying Informed Consent: An Empirical Investigation of Mobile Apps’ Upgrade Decisions	33
Speed Up the Cold-Start Learning in Two-Sided Bandits with Many Arms	33
The Role of Common Risk in the Effectiveness of Explicit Relative Performance Evaluation	33
Boardroom Centrality and Systematic Risk of Firms	33
The Value of Regulators as Monitors: Evidence from Banking	33
Does Terrorism Affect Acquisitions?	32
Government Deleveraging and the Reverse Crowding-In Effect: Evidence from Subnational Debt and Government Contractors	32
Distributionally Robust Group Testing with Correlation Information	32
Forecasting and Managing Correlation Risks	32