Management Science

Article	Citations
Editorial Board	530
Editorial Board	388
Editorial Board	302
Tech-Enabled Financial Data Access, Retail Investors, and Gambling-Like Behavior in the Stock Market	287
A Casino Gambling Model Under Cumulative Prospect Theory: Analysis and Algorithm	265
Efficient Estimation of Network Games of Incomplete Information: Application to Large Online Social Networks	259
Risk Guarantees for End-to-End Prediction and Optimization Processes	257
Are Political and Charitable Giving Substitutes? Evidence from the United States	253
Executive Compensation Limits and Executive Turnover	228
Improving Patient Transfer Protocols for Regional Stroke Networks	189
Estimating Stockout Costs and Optimal Stockout Rates: A Case on the Management of Ugly Produce Inventory	184
Content Provision on UGC Platforms	172
Financial Reporting Regulation in the Laboratory: A Case on Earnings Management	164
Delegation with Technology Migration: An Empirical Analysis of Mobile Virtual Network Operators	164
Finding Your Calling: Matching Skills with Jobs in the Mutual Fund Industry	148
Privacy and Polarization: An Inference-Based Framework	140
Market Liquidity and Competition Among Designated Market Makers	139
Automotive Procurement Under Opaque Prices: Theory with Evidence from the BMW Supply Chain	139
Algorithm Reliance: Fast and Slow	139
Reinforcing Research Transparency at Management Science	137
Liquidity Requirements and Central Bank Interventions During Banking Crises	132
Peg Abandonment and Cross-Currency Contagion	129
The Optimality of Call Provision Terms	125
Asset Trade, Real Investment, and a Tilting Financial Transaction Tax	116
The Information Value of Distress	115

Shuffling as a Sales Tactic: An Experimental Study of Selling Product Rankings	112
Deterrence Effects of Enforcement Schemes: An Experimental Study	109
LIBOR Discontinuation and the Cost of Bank Loans	109
Little’s Law and Educational Inequality: A Comparative Case Study of Teacher Workaround Productivity	108
Tick Size, Trading Strategies, and Market Quality	107
Manipulation and (Mis)trust in Prediction Markets	106
Investor Logins and the Disposition Effect	105
Policy Learning with Adaptively Collected Data	104
Labor Unions and Product Quality Failures	103
What (Exactly) Is Novelty in Networks? Unpacking the Vision Advantages of Brokers, Bridges, and Weak Ties	103
Buying the Verdict	101
Financial Reporting and Entrepreneurial Finance: Evidence from Equity Crowdfunding	100
Bayesian Meta-Prior Learning Using Empirical Bayes	99
Directors’ Perceptions of Board Effectiveness and Internal Operations	99
Pacing Equilibrium in First Price Auction Markets	97
Demanding Innovation: The Impact of Consumer Subsidies on Solar Panel Production Costs	96
The Effect of Medicaid Expansion on Wait Time in the Emergency Department	95
A Data-Driven Approach to Multistage Stochastic Linear Optimization	91
Decision-Making Delegation in Banks	91
Hospital Financial Health and Clinical Choices: Evidence from the Financial Crisis	90
False Discovery in A/B Testing	89
The Effect of the Paycheck Protection Program and Financial Reporting Standards on Bank Risk-Taking	86
Intersectional Peer Effects at Work: The Effect of White Coworkers on Black Women’s Careers	86
Self-Regulation for Reputation-Sensitive Buyers: SA8000 in China	84
Access to Debt and the Provision of Trade Credit	84
Institutional Ownership and Tail Risk Comovement in Banks	83
Tailor-to-Target: Configuring Collaborative Shareholder Engagements on Climate Change	82
Improving Transparency and Verifiability in School Admissions: Theory and Experiment	82
“Just Words? Just Speeches?” On the Economic Value of Charismatic Leadership	82
Experimentation and Start-up Performance: Evidence from A/B Testing	79
A Statistical Learning Approach to Personalization in Revenue Management	79
Ambiguity and the Tradeoff Theory of Capital Structure	79
Intrafirm Knowledge Sharing in the Investment Research Industry	79
Platform Governance in the Presence of Within-Complementor Interdependencies: Evidence from the Rideshare Industry	78
How to De-Reserve Reserves: Admissions to Technical Colleges in India	77
Meeting Corporate Renewable Power Targets	76
Intraday Market Return Predictability Culled from the Factor Zoo	76
Emergency Preparation and Uncertainty Persistence	75
Vicarious Learning Without Knowledge Differentials	73
Editorial Board	72
Bunching with the Stars: How Firms Respond to Environmental Certification	72
Model-Free Nonstationary Reinforcement Learning: Near-Optimal Regret and Applications in Multiagent Reinforcement Learning and Inventory Control	72
Global Equity Correlation in International Markets	71
Interest Rate Volatility and No-Arbitrage Affine Term Structure Models	71
Shaming Microloan Delinquents: Evidence from a Field Experiment in China	70
Secretary Problems with Biased Evaluations Using Partial Ordinal Information	70
Enforcement Waves and Spillovers	70
Compounding Money and Nominal Price Illusions	70
Adaptive Clinical Trial Designs with Surrogates: When Should We Bother?	69
Incentive Effects of Subjective Allocations of Rewards and Penalties	68

Social Queues (Cues): Impact of Others’ Waiting in Line on One’s Service Time	68
The Limits of Centralized Pricing in Online Marketplaces and the Value of User Control	67
External Financing and Customer Capital: A Financial Theory of Markups	66
Innovation Strategy After IPO: How AI Analytics Spurs Innovation After IPO	65
Experimental Choice and Disruptive Technologies	64
Contracting, Pricing, and Data Collection Under the AI Flywheel Effect	63
Managerial Learning from Analyst Feedback to Voluntary Capex Guidance, Investment Efficiency, and Firm Performance	63
Data Breach Announcements and Stock Market Reactions: A Matter of Timing?	63
A Framework for Analyzing Influencer Marketing in Social Networks: Selection and Scheduling of Influencers	62
Reshaping Corporate Boards Through Mandatory Gender Diversity Disclosures: Evidence from Canada	62
Editorial Board	62
Fast Rates for Contextual Linear Optimization	61
How Framing Influences Strategic Interactions	60
Investor Attention and Option Returns	60
Firm Commitments	59
Estimating Career Benefits from Online Community Leadership: Evidence from Stack Exchange Moderators	59
Market Shifts in the Sharing Economy: The Impact of Airbnb on Housing Rentals	59
Penalty or Reward? The Effect of Social Disincentives on Online Users’ Contributions	59
Third-Party Consequences of Changes in Managerial Fiduciary Duties: The Case of Auditors’ Going Concern Opinions	58
Forgetful Consumers and Consumption Tracking	57
The Number of Estimates in Footnotes and Accruals	57
Innovations in IPO Deal Structure: Do Up-C IPOs Harm Public Shareholders?	57
Fast Delivery: B2B Field Experiments Amid COVID-19 Outbreak and New Normal	56
Resolving Tensions Between Heterogeneous Investors in a Startup	56
Searching for the Best Yardstick: Cost of Quality Improvements in the U.S. Hospital Industry	55
How Large are Predefault Costs of Financial Distress? Estimates from a Dynamic Model	55
The Effect of Group Identity on Hiring Decisions with Incomplete Information	55
How Market Power Affects Dynamic Pricing: Evidence from Inventory Fluctuations at Car Dealerships	54
Consistency as a Means to Comparability: Theory and Evidence	54
Is Relevancy Everything? A Deep-Learning Approach to Understand the Effect of Image-Text Congruence	54
Scheduling with Testing of Heterogeneous Jobs	54
Demographic Diversity and Collusion in Teams	53
On Customer (Dis-)Honesty in Unobservable Queues: The Role of Lying Aversion	53
Should Bank Stress Tests Be Fair?	53
Business Acquisition Disclosures: The Effect of Identifying Intangible Assets on Investors’ Judgments	53
Measuring the Quality of Mergers and Acquisitions	52
Contrarians, Extrapolators, and Stock Market Momentum and Reversal	52
Measuring Misreporting Incentives and Severity	52
Blockchain Adoption in a Supply Chain with Manufacturer Market Power	52
No Permanent Friend or Enemy: Impacts of the IIoT-Based Platform in the Maintenance Service Market	51
Quantifying the Impact of Impact Investing	50
The Sound of Silence: What Do We Know When Insiders Do Not Trade?	50
Monetary Incentives and Knowledge Spillover: Evidence from a Natural Experiment	50
Curtailing Bank Loan and Loan Insurance Under Risk Regulations in Supply Chain Finance	49
In Art We Trust	49
Design and Analysis of Switchback Experiments	49
Can Artificial Intelligence Improve Gender Equality? Evidence from a Natural Experiment	49
Measuring Intangible Capital with Market Prices	49
Advances in Blockchain and Crypto Economics	48
Creative Destruction? Impact of E-Commerce on the Retail Sector	48
Buy-One-Get-One Promotions in a Two-Echelon Supply Chain	48
The Private Impact of Public Data: Landsat Satellite Maps Increased Gold Discov	47
The Bigger Picture: Combining Econometrics with Analytics Improves Forecasts of Movie Success	47
Editorial Board	47
Getting Down to Business: Chain Ownership and Fertility Clinic Performance	47
Quantile Connectedness: Modeling Tail Behavior in the Topology of Financial Networks	47
Worker Empowerment and Subjective Evaluation: On Building an Effective Conflict Culture	46
The Beta Anomaly and Mutual Fund Performance	46
Decision Making Under Impending Regime Shifts	46
Implied Ambiguity: Mean-Variance Inefficiency and Pricing Errors	45
Self-Guided Approximate Linear Programs: Randomized Multi-Shot Approximation of Discounted Cost Markov Decision Processes	45
Revealed Privacy Preferences: Are Privacy Choices Rational?	45
The Impact of Vertical Integration on Physician Behavior and Healthcare Delivery: Evidence from Gastroenterology Practices	45
Buyer’s Bankruptcy Risk, Sourcing Strategy, and Firm Value: Evidence from the Supplier Protection Act	45
Do Physicians Improve More from Positive or Negative Feedback?	45
Do Proprietary Costs Deter Insider Trading?	45
How Does Deleveraging Affect Funding Market Liquidity?	45
Optimal Learning and Management of Threatened Species	45
Hospital Reimbursement in the Presence of Cherry Picking and Upcoding	44
How Does Firm Scope Depend on Customer Switching Costs? Evidence from Mobile Telecommunications Markets	44
Product Lines and Price Discrimination in Markets with Information Frictions	44
Disclosure Substitution	44
Disclosure and Competition for Capital	43
Reflections on the Evolution of Operations Management	43
Intersectionality: Affirmative Action with Multidimensional Identities	43
Diffusion Approximations for a Class of Sequential Experimentation Problems	43
The Dynamic Informativeness of Scheduled News	43
Personalization from Customer Data Aggregation Using List Price	43
How Do Interest-Only Mortgages Affect Consumption and Saving over the Life Cycle?	43
Delegation Decisions in Finance	42

Government Loan Guarantees, Market Liquidity, and Lending Standards	42
Minimum Wage Increases and Employer Performance: Role of Employer Heterogeneity	42
The Wisdom of Model Crowds	41
Language Commonality and Sell-Side Information Production	41
Portfolio Choices with Many Big Models	41
Does Privacy Regulation Harm Content Providers? A Longitudinal Analysis of the Impact of the GDPR	41
Financial Uncertainty with Ambiguity and Learning	41
Volatility During the COVID-19 Pandemic	41
The Gatekeeper Effect: The Implications of Pre-Screening, Self-Selection, and Bias for Hiring Processes	40
Market Ambiguity Attitude Restores the Risk-Return Trade-Off	40
The Impact of Bank Financing on Borrowers’ Voluntary Disclosures and Real Investments	40
Friends with Health Benefits: A Field Experiment	39
Relaxed Indexability and Index Policy for Partially Observable Restless Bandits	39
The Effects of a Short-Term Corporate Social Impact Activity on Employee Turnover: Field Experimental Evidence	39
Strategic Responses to Algorithmic Recommendations: Evidence from Hotel Pricing	39
Nonregular Employment and Payout Policy: Evidence from the Massachusetts Independent Contractor Law	39
Long Lags and Large Returns: Experimental Evidence from Advertising to Businesses	38
The Financial Consequences of Online Review Aggregators: Evidence from Yelp Ratings and SBA Loans	38
Does Employing Skilled Immigrants Enhance Competitive Performance? Evidence from European Football Clubs	38
Can Random Friends Seed More Buzz and Adoption? Leveraging the Friendship Paradox	38
Contextual Learning with Online Convex Optimization: Theory and Application to Medical Decision-Making	38
Taxes in Non-GAAP Reporting: Evidence of Strategic Behavior in Selecting Tax Rates Applied to Exclusions	37
Taylor Approximation of Inventory Policies for One-Warehouse, Multi-Retailer Systems with Demand Feature Information	37
Integrating Conjoint and Maximum Difference Scaling Data	37
Report-Dependent Utility and Strategy-Proofness	37
The Value of Personalized Pricing	37
Winners from Winners: A Tale of Risk Factors	37
Customer Preferences for Delivery Service Attributes in Attended Home Delivery	37
On-Site Inspecting Zombie Lending	37
High-Speed Internet, Financial Technology, and Banking	37
Sellin’ in the Rain: Weather, Climate, and Retail Sales	37
Impact of Social Interactions on Duopoly Competition with Quality Considerations	37
Multimodal Dynamic Pricing	36
Capital Structure Effects Associated with the New Lease Accounting Standard	36
How Do Peer Awards Motivate Creative Content? Experimental Evidence from Reddit	36
Information Disclosure and Promotion Policy Design for Platforms	36
De-Crypto-ing Signals in Initial Coin Offerings: Evidence of Rational Token Retention	35
Not Ready for Prime Time: Financial Reporting Quality After SPAC Mergers	35
Option Trading Activity, News Releases, and Stock Return Predictability	35
Prismatic Trust: How Structural and Behavioral Signals in Networks Explain Trust Accumulation	35
Consumer Consent and Firm Targeting After GDPR: The Case of a Large Telecom Provider	35
Scandal, Social Movement, and Change: Evidence from #MeToo in Hollywood	35
Managerial and Financial Barriers to the Green Transition	35
The Impact of Institutions on Innovation	35
Housing Cycles and Exchange Rates	34
The Value of Regulators as Monitors: Evidence from Banking	34
Performance Attribution for Portfolio Constraints	34
Fiscal Limits and the Pricing of Eurobonds	34
Deadlines and Memory Limitations	34
Is Price Commitment a Better Solution to Control Carbon Emissions and Promote Technology Investment?	34
Does Supply Concentration Encourage Cooperation? Evidence from Airlines	34
How Do Product Recommendations Help Consumers Search? Evidence from a Field Experiment	34
Dynamic Control of a Make-to-Order System Under Model Uncertainty	34
Call for Papers—Management Science Virtual Special Issue on Digital Finance	34
Investor Sentiment and the Pricing of Macro Risks for Hedge Funds	34
The Liquidity Premium of Digital Payment Vehicle	34
Brand Spillover as a Marketing Strategy	34
Robustly Optimal Contracts for Agricultural Supply Chains	34
Information Acquisition, Decision Making, and Implementation in Organizations	34
Procurement for Assembly Under Asymmetric Information: Theory and Evidence	33
Turning on Dimensional Prominence in Decision Making: Experiments and a Model	33
Mismarking in Mutual Funds	33
Impact of Motivation and Workload on Service Time Components: An Empirical Analysis of Call Center Operations	33
Feature Misspecification in Sequential Learning Problems	33
Bidder-Specific Synergies and the Evolution of Acquirer Returns	33
Fair and Square: A Retention Model of Managerial Compensation	33
Speculation, Sentiment, and Interest Rates	33
Plumbing of Securities Markets: The Impact of Post-trade Fees on Trading and Welfare	32
Treatment Allocation with Strategic Agents	32
The Value of Specific Knowledge: Evidence from Disruptions to the Patient–Physician Relationship	32
Improving Human Deception Detection Using Algorithmic Feedback	32
On the Nature of (Jump) Skewness Risk Premia	32
Employment Flexibility and Capital Structure: Evidence from a Natural Experiment	32
Cyberattacks, Operational Disruption, and Investment in Resilience Measures	32
Breadth of Ownership and the Cross-Section of Corporate Bond Returns	31
Is Charitable Giving a Zero-Sum Game? The Effect of Competition Between Charities on Giving Behavior	31
Cut to the Curve: Underrecognition and Talent Loss from Forced Ranking in a Multinational Firm	31
Patent Thickets, Stock Returns, and Conditional CAPM	31
Stable Matching on the Job? Theory and Evidence on Internal Talent Markets	31
Herding in Probabilistic Forecasts	31
From Micro to Macro Gender Differences: Evidence from Field Tournaments	31
Field Experimental Evidence on the Effect of Pricing on Residential Electricity Conservation	31
Last-Iterate Convergence in No-Regret Learning: Games with Reference Effects Under Logit Demand	31
Impact of Health Information Exchange Adoption on Referral Patterns	31
The Role of Common Risk in the Effectiveness of Explicit Relative Performance Evaluation	31
The Gendering of Job Postings in the Online Recruitment Process	31
Model-Free Assortment Pricing with Transaction Data	30
Optimal Control of Service Systems with Heterogeneous Servers and Priority Customers	30
Electronic Payment Technology and Business Finance: A Randomized, Controlled Trial with Mobile Money	30
Focusing Provider Attention: An Empirical Examination of Incentives and Feedback in Flu Vaccinations	30
Delaying Informed Consent: An Empirical Investigation of Mobile Apps’ Upgrade Decisions	30
Regulating Conflicts of Interest in Medicine Through Public Disclosure: Evidence from a Physician Payments Sunshine Law	30
Economic Substance Behind Texas Political Anti-ESG Sanctions	30
The Emergence of Novel Product Uses: An Investigation of Exaptations in IKEA Hacks	30
Too Popular, Too Fast: Optimal Advertising and Entry Timing in Markets with Peer Influence	29