Management Science

Article	Citations
Editorial Board	513
Editorial Board	376
Editorial Board	279
Tech-Enabled Financial Data Access, Retail Investors, and Gambling-Like Behavior in the Stock Market	275
Platform Governance in the Presence of Within-Complementor Interdependencies: Evidence from the Rideshare Industry	241
A Casino Gambling Model Under Cumulative Prospect Theory: Analysis and Algorithm	240
Efficient Estimation of Network Games of Incomplete Information: Application to Large Online Social Networks	237
Risk Guarantees for End-to-End Prediction and Optimization Processes	218
Ambiguity and the Tradeoff Theory of Capital Structure	208
Decision-Making Delegation in Banks	176
Directors’ Perceptions of Board Effectiveness and Internal Operations	171
The Effect of Medicaid Expansion on Wait Time in the Emergency Department	161
Intrafirm Knowledge Sharing in the Investment Research Industry	159
Emergency Preparation and Uncertainty Persistence	156
Are Political and Charitable Giving Substitutes? Evidence from the United States	142
Tailor-to-Target: Configuring Collaborative Shareholder Engagements on Climate Change	132
Mortgage Brokers and the Effectiveness of Regulatory Oversights	132
Bunching with the Stars: How Firms Respond to Environmental Certification	129
Liquidity Requirements and Central Bank Interventions During Banking Crises	129
Executive Compensation Limits and Executive Turnover	129
Peg Abandonment and Cross-Currency Contagion	127
The Optimality of Call Provision Terms	125
Buying the Verdict	125
Asset Trade, Real Investment, and a Tilting Financial Transaction Tax	125
The Information Value of Distress	122

The Effect of the Paycheck Protection Program and Financial Reporting Standards on Bank Risk-Taking	109
Policy Learning with Adaptively Collected Data	108
Shuffling as a Sales Tactic: An Experimental Study of Selling Product Rankings	107
Manipulation and (Mis)trust in Prediction Markets	106
LIBOR Discontinuation and the Cost of Bank Loans	104
Bayesian Meta-Prior Learning Using Empirical Bayes	104
Deterrence Effects of Enforcement Schemes: An Experimental Study	104
Little’s Law and Educational Inequality: A Comparative Case Study of Teacher Workaround Productivity	104
False Discovery in A/B Testing	102
Labor Unions and Product Quality Failures	101
Tick Size, Trading Strategies, and Market Quality	100
How to De-Reserve Reserves: Admissions to Technical Colleges in India	98
Vicarious Learning Without Knowledge Differentials	98
A Statistical Learning Approach to Personalization in Revenue Management	97
Pacing Equilibrium in First Price Auction Markets	95
Experimentation and Start-up Performance: Evidence from A/B Testing	94
Financial Reporting and Entrepreneurial Finance: Evidence from Equity Crowdfunding	92
Automotive Procurement Under Opaque Prices: Theory with Evidence from the BMW Supply Chain	90
Meeting Corporate Renewable Power Targets	89
A Data-Driven Approach to Multistage Stochastic Linear Optimization	87
Improving Patient Transfer Protocols for Regional Stroke Networks	87
What (Exactly) Is Novelty in Networks? Unpacking the Vision Advantages of Brokers, Bridges, and Weak Ties	86
Content Provision on UGC Platforms	86
Hospital Financial Health and Clinical Choices: Evidence from the Financial Crisis	86
Intersectional Peer Effects at Work: The Effect of White Coworkers on Black Women’s Careers	84
Delegation with Technology Migration: An Empirical Analysis of Mobile Virtual Network Operators	81
Financial Reporting Regulation in the Laboratory: A Case on Earnings Management	79
Investor Logins and the Disposition Effect	79
Finding Your Calling: Matching Skills with Jobs in the Mutual Fund Industry	79
Privacy and Polarization: An Inference-Based Framework	78
Intraday Market Return Predictability Culled from the Factor Zoo	77
Algorithm Reliance: Fast and Slow	75
Self-Regulation for Reputation-Sensitive Buyers: SA8000 in China	75
“Just Words? Just Speeches?” On the Economic Value of Charismatic Leadership	74
Market Liquidity and Competition Among Designated Market Makers	74
Editorial Board	73
Estimating Stockout Costs and Optimal Stockout Rates: A Case on the Management of Ugly Produce Inventory	73
Demanding Innovation: The Impact of Consumer Subsidies on Solar Panel Production Costs	73
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
Secretary Problems with Biased Evaluations Using Partial Ordinal Information	69
Compounding Money and Nominal Price Illusions	69
Getting Down to Business: Chain Ownership and Fertility Clinic Performance	69
Enforcement Waves and Spillovers	68
Creative Destruction? Impact of E-Commerce on the Retail Sector	67
Monetary Incentives and Knowledge Spillover: Evidence from a Natural Experiment	67
No Permanent Friend or Enemy: Impacts of the IIoT-Based Platform in the Maintenance Service Market	66
Editorial Board	66
Shaming Microloan Delinquents: Evidence from a Field Experiment in China	66

Fast Rates for Contextual Linear Optimization	65
Social Queues (Cues): Impact of Others’ Waiting in Line on One’s Service Time	65
Adaptive Clinical Trial Designs with Surrogates: When Should We Bother?	64
How Framing Influences Strategic Interactions	64
Estimating Career Benefits from Online Community Leadership: Evidence from Stack Exchange Moderators	64
Innovations in IPO Deal Structure: Do Up-C IPOs Harm Public Shareholders?	63
Third-Party Consequences of Changes in Managerial Fiduciary Duties: The Case of Auditors’ Going Concern Opinions	63
The Number of Estimates in Footnotes and Accruals	60
Buy-One-Get-One Promotions in a Two-Echelon Supply Chain	60
Forgetful Consumers and Consumption Tracking	59
Fast Delivery: B2B Field Experiments Amid COVID-19 Outbreak and New Normal	59
Resolving Tensions Between Heterogeneous Investors in a Startup	59
In Art We Trust	58
Searching for the Best Yardstick: Cost of Quality Improvements in the U.S. Hospital Industry	58
A Framework for Analyzing Influencer Marketing in Social Networks: Selection and Scheduling of Influencers	58
The Effect of Group Identity on Hiring Decisions with Incomplete Information	58
Scheduling with Testing of Heterogeneous Jobs	58
How Large are Predefault Costs of Financial Distress? Estimates from a Dynamic Model	58
Consistency as a Means to Comparability: Theory and Evidence	57
Quantifying the Impact of Impact Investing	55
On Customer (Dis-)Honesty in Unobservable Queues: The Role of Lying Aversion	54
Penalty or Reward? The Effect of Social Disincentives on Online Users’ Contributions	54
External Financing and Customer Capital: A Financial Theory of Markups	54
Business Acquisition Disclosures: The Effect of Identifying Intangible Assets on Investors’ Judgments	54
Should Bank Stress Tests Be Fair?	54
How Market Power Affects Dynamic Pricing: Evidence from Inventory Fluctuations at Car Dealerships	54
Is Relevancy Everything? A Deep-Learning Approach to Understand the Effect of Image-Text Congruence	54
Demographic Diversity and Collusion in Teams	54
The Limits of Centralized Pricing in Online Marketplaces and the Value of User Control	54
Measuring the Quality of Mergers and Acquisitions	53
Measuring Misreporting Incentives and Severity	53
Measuring Intangible Capital with Market Prices	52
Can Artificial Intelligence Improve Gender Equality? Evidence from a Natural Experiment	52
Contrarians, Extrapolators, and Stock Market Momentum and Reversal	52
Reshaping Corporate Boards Through Mandatory Gender Diversity Disclosures: Evidence from Canada	51
Blockchain Adoption in a Supply Chain with Manufacturer Market Power	51
Curtailing Bank Loan and Loan Insurance Under Risk Regulations in Supply Chain Finance	51
Innovation Strategy After IPO: How AI Analytics Spurs Innovation After IPO	50
The Private Impact of Public Data: Landsat Satellite Maps Increased Gold Discov	50
Investor Attention and Option Returns	50
The Sound of Silence: What Do We Know When Insiders Do Not Trade?	49
Data Breach Announcements and Stock Market Reactions: A Matter of Timing?	49
Design and Analysis of Switchback Experiments	49
Experimental Choice and Disruptive Technologies	49
Advances in Blockchain and Crypto Economics	49
Incentive Effects of Subjective Allocations of Rewards and Penalties	49
Market Shifts in the Sharing Economy: The Impact of Airbnb on Housing Rentals	48
The Bigger Picture: Combining Econometrics with Analytics Improves Forecasts of Movie Success	47
Editorial Board	47
Quantile Connectedness: Modeling Tail Behavior in the Topology of Financial Networks	47
Managerial Learning from Analyst Feedback to Voluntary Capex Guidance, Investment Efficiency, and Firm Performance	47
Contracting, Pricing, and Data Collection Under the AI Flywheel Effect	47
Optimal Learning and Management of Threatened Species	46
The Beta Anomaly and Mutual Fund Performance	46
Worker Empowerment and Subjective Evaluation: On Building an Effective Conflict Culture	46
Decision Making Under Impending Regime Shifts	46
On-Site Inspecting Zombie Lending	46
The Impact of Institutions on Innovation	45
Consumer Consent and Firm Targeting After GDPR: The Case of a Large Telecom Provider	45
Revealed Privacy Preferences: Are Privacy Choices Rational?	45
How Does Deleveraging Affect Funding Market Liquidity?	45
Do Physicians Improve More from Positive or Negative Feedback?	45
Human Capital-Driven Acquisition: Evidence from the Inevitable Disclosure Doctrine	44
Buyer’s Bankruptcy Risk, Sourcing Strategy, and Firm Value: Evidence from the Supplier Protection Act	44
Managerial and Financial Barriers to the Green Transition	44
Information Disclosure and Promotion Policy Design for Platforms	44
Customer Preferences for Delivery Service Attributes in Attended Home Delivery	44
Winners from Winners: A Tale of Risk Factors	43
Option Trading Activity, News Releases, and Stock Return Predictability	43
Multimodal Dynamic Pricing	43
Prismatic Trust: How Structural and Behavioral Signals in Networks Explain Trust Accumulation	42
Report-Dependent Utility and Strategy-Proofness	42
Implied Ambiguity: Mean-Variance Inefficiency and Pricing Errors	42
Self-Guided Approximate Linear Programs: Randomized Multi-Shot Approximation of Discounted Cost Markov Decision Processes	42
Disclosure Substitution	42
How Does Firm Scope Depend on Customer Switching Costs? Evidence from Mobile Telecommunications Markets	42
The Impact of Vertical Integration on Physician Behavior and Healthcare Delivery: Evidence from Gastroenterology Practices	42
Product Lines and Price Discrimination in Markets with Information Frictions	42
Hospital Reimbursement in the Presence of Cherry Picking and Upcoding	42
Do Proprietary Costs Deter Insider Trading?	42

The Dynamic Informativeness of Scheduled News	41
Taxes in Non-GAAP Reporting: Evidence of Strategic Behavior in Selecting Tax Rates Applied to Exclusions	41
Disclosure and Competition for Capital	40
Reflections on the Evolution of Operations Management	40
Diffusion Approximations for a Class of Sequential Experimentation Problems	40
Personalization from Customer Data Aggregation Using List Price	40
How Do Interest-Only Mortgages Affect Consumption and Saving over the Life Cycle?	40
Government Loan Guarantees, Market Liquidity, and Lending Standards	39
Intersectionality: Affirmative Action with Multidimensional Identities	39
Financial Uncertainty with Ambiguity and Learning	39
Minimum Wage Increases and Employer Performance: Role of Employer Heterogeneity	39
Does Privacy Regulation Harm Content Providers? A Longitudinal Analysis of the Impact of the GDPR	39
Not Ready for Prime Time: Financial Reporting Quality After SPAC Mergers	39
Portfolio Choices with Many Big Models	39
Delegation Decisions in Finance	39
De-Crypto-ing Signals in Initial Coin Offerings: Evidence of Rational Token Retention	39
The Wisdom of Model Crowds	38
The Impact of Bank Financing on Borrowers’ Voluntary Disclosures and Real Investments	38
Volatility During the COVID-19 Pandemic	38
High-Speed Internet, Financial Technology, and Banking	38
Integrating Conjoint and Maximum Difference Scaling Data	37
The Gatekeeper Effect: The Implications of Pre-Screening, Self-Selection, and Bias for Hiring Processes	37
Sellin’ in the Rain: Weather, Climate, and Retail Sales	37
Strategic Responses to Algorithmic Recommendations: Evidence from Hotel Pricing	37
Friends with Health Benefits: A Field Experiment	37
Relaxed Indexability and Index Policy for Partially Observable Restless Bandits	37
Market Ambiguity Attitude Restores the Risk-Return Trade-Off	37
Nonregular Employment and Payout Policy: Evidence from the Massachusetts Independent Contractor Law	36
The Financial Consequences of Online Review Aggregators: Evidence from Yelp Ratings and SBA Loans	36
The Effects of a Short-Term Corporate Social Impact Activity on Employee Turnover: Field Experimental Evidence	36
Does Employing Skilled Immigrants Enhance Competitive Performance? Evidence from European Football Clubs	35
Scandal, Social Movement, and Change: Evidence from #MeToo in Hollywood	35
Can Random Friends Seed More Buzz and Adoption? Leveraging the Friendship Paradox	35
The Power of Opaque Products in Pricing	35
Contextual Learning with Online Convex Optimization: Theory and Application to Medical Decision-Making	35
Long Lags and Large Returns: Experimental Evidence from Advertising to Businesses	35
Taylor Approximation of Inventory Policies for One-Warehouse, Multi-Retailer Systems with Demand Feature Information	35
Call for Papers—Management Science Virtual Special Issue on Digital Finance	34
Is Price Commitment a Better Solution to Control Carbon Emissions and Promote Technology Investment?	34
Impact of Social Interactions on Duopoly Competition with Quality Considerations	34
The Value of Regulators as Monitors: Evidence from Banking	34
How Do Peer Awards Motivate Creative Content? Experimental Evidence from Reddit	34
Language Commonality and Sell-Side Information Production	34
Field Experimental Evidence on the Effect of Pricing on Residential Electricity Conservation	34
Brand Spillover as a Marketing Strategy	34
The Value of Personalized Pricing	34
Herding in Probabilistic Forecasts	33
Investor Sentiment and the Pricing of Macro Risks for Hedge Funds	33
The Role of Common Risk in the Effectiveness of Explicit Relative Performance Evaluation	33
Regulating Conflicts of Interest in Medicine Through Public Disclosure: Evidence from a Physician Payments Sunshine Law	33
Deadlines and Memory Limitations	33
The Endowment Model and Modern Portfolio Theory	33
Information Acquisition, Decision Making, and Implementation in Organizations	33
Does Supply Concentration Encourage Cooperation? Evidence from Airlines	33
Turning on Dimensional Prominence in Decision Making: Experiments and a Model	32
Feature Misspecification in Sequential Learning Problems	32
Model-Free Assortment Pricing with Transaction Data	32
Stable Matching on the Job? Theory and Evidence on Internal Talent Markets	32
Mismarking in Mutual Funds	32
Too Popular, Too Fast: Optimal Advertising and Entry Timing in Markets with Peer Influence	32
Prior Information and Consumer Search: Evidence from Eye Tracking	32
Bidder-Specific Synergies and the Evolution of Acquirer Returns	32
Speculation, Sentiment, and Interest Rates	32
Procurement for Assembly Under Asymmetric Information: Theory and Evidence	32
Personalized Disease Screening Decisions Considering a Chronic Condition	32
The Emergence of Novel Product Uses: An Investigation of Exaptations in IKEA Hacks	32
Patent Thickets, Stock Returns, and Conditional CAPM	31
Plumbing of Securities Markets: The Impact of Post-trade Fees on Trading and Welfare	31
On the Nature of (Jump) Skewness Risk Premia	31
The Bullwhip Effect in Supply Networks	31
Delaying Informed Consent: An Empirical Investigation of Mobile Apps’ Upgrade Decisions	31
Fair and Square: A Retention Model of Managerial Compensation	31
Dynamic Control of a Make-to-Order System Under Model Uncertainty	31
The Gendering of Job Postings in the Online Recruitment Process	31
Robustly Optimal Contracts for Agricultural Supply Chains	31
Employment Flexibility and Capital Structure: Evidence from a Natural Experiment	31
Impact of Motivation and Workload on Service Time Components: An Empirical Analysis of Call Center Operations	31
Text-Based Measure of Supply Chain Risk Exposure	31
From Contextualizing to Context Theorizing: Assessing Context Effects in Privacy Research	31
Performance Attribution for Portfolio Constraints	31
The Liquidity Premium of Digital Payment Vehicle	30
Impact of Health Information Exchange Adoption on Referral Patterns	30
Breadth of Ownership and the Cross-Section of Corporate Bond Returns	30
How Do Product Recommendations Help Consumers Search? Evidence from a Field Experiment	30
Electronic Payment Technology and Business Finance: A Randomized, Controlled Trial with Mobile Money	30
Improving Human Deception Detection Using Algorithmic Feedback	30
The Value of Specific Knowledge: Evidence from Disruptions to the Patient–Physician Relationship	30
Housing Cycles and Exchange Rates	30
Optimal Control of Service Systems with Heterogeneous Servers and Priority Customers	30
Last-Iterate Convergence in No-Regret Learning: Games with Reference Effects Under Logit Demand	30
Treatment Allocation with Strategic Agents	30
Do Sunk Costs Affect Prices in the Housing Market?	29
Leasing, Modularity, and the Circular Economy	29
What Determines the Return to Bribery? Evidence from Corruption Cases Worldwide	29
Disclosure in Incentivized Reviews: Does It Protect Consumers?	29