Management Science

Article	Citations
Intersectional Peer Effects at Work: The Effect of White Coworkers on Black Women’s Careers	452
Asset Trade, Real Investment, and a Tilting Financial Transaction Tax	334
Peg Abandonment and Cross-Currency Contagion	244
Investor Logins and the Disposition Effect	225
Editorial Board	216
Buying the Verdict	216
The Effect of the Paycheck Protection Program and Financial Reporting Standards on Bank Risk-Taking	183
Improving Patient Transfer Protocols for Regional Stroke Networks	179
Shuffling as a Sales Tactic: An Experimental Study of Selling Product Rankings	177
Editorial Board	155
Editorial Board	155
Efficient Estimation of Network Games of Incomplete Information: Application to Large Online Social Networks	151
Intrafirm Knowledge Sharing in the Investment Research Industry	146
Delegation with Technology Migration: An Empirical Analysis of Mobile Virtual Network Operators	143
Self-Regulation for Reputation-Sensitive Buyers: SA8000 in China	138
The Optimality of Call Provision Terms	135
What (Exactly) Is Novelty in Networks? Unpacking the Vision Advantages of Brokers, Bridges, and Weak Ties	131
LIBOR Discontinuation and the Cost of Bank Loans	126
Pacing Equilibrium in First Price Auction Markets	121
Are Political and Charitable Giving Substitutes? Evidence from the United States	118
Little’s Law and Educational Inequality: A Comparative Case Study of Teacher Workaround Productivity	116
Deterrence Effects of Enforcement Schemes: An Experimental Study	114
Tick Size, Trading Strategies, and Market Quality	114
Emergency Preparation and Uncertainty Persistence	106
Platform Governance in the Presence of Within-Complementor Interdependencies: Evidence from the Rideshare Industry	105

Intraday Market Return Predictability Culled from the Factor Zoo	103
Monitoring with Limited Information	102
Bayesian Meta-Prior Learning Using Empirical Bayes	100
Tech-Enabled Financial Data Access, Retail Investors, and Gambling-Like Behavior in the Stock Market	96
The Information Value of Distress	95
How to De-Reserve Reserves: Admissions to Technical Colleges in India	94
Finding Your Calling: Matching Skills with Jobs in the Mutual Fund Industry	93
Decision-Making Delegation in Banks	93
Liquidity Requirements and Central Bank Interventions During Banking Crises	93
Policy Learning with Adaptively Collected Data	93
Labor Unions and Product Quality Failures	91
Automotive Procurement Under Opaque Prices: Theory with Evidence from the BMW Supply Chain	91
Mortgage Brokers and the Effectiveness of Regulatory Oversights	90
Bunching with the Stars: How Firms Respond to Environmental Certification	89
“Just Words? Just Speeches?” On the Economic Value of Charismatic Leadership	89
Manipulation and (Mis)trust in Prediction Markets	88
Ambiguity and the Tradeoff Theory of Capital Structure	86
Financial Reporting and Entrepreneurial Finance: Evidence from Equity Crowdfunding	85
Hospital Financial Health and Clinical Choices: Evidence from the Financial Crisis	85
A Statistical Learning Approach to Personalization in Revenue Management	84
The Effect of Medicaid Expansion on Wait Time in the Emergency Department	84
False Discovery in A/B Testing	82
Risk Guarantees for End-to-End Prediction and Optimization Processes	81
Vicarious Learning Without Knowledge Differentials	80
A Data-Driven Approach to Multistage Stochastic Linear Optimization	79
Meeting Corporate Renewable Power Targets	78
A Casino Gambling Model Under Cumulative Prospect Theory: Analysis and Algorithm	77
Experimentation and Start-up Performance: Evidence from A/B Testing	77
Tailor-to-Target: Configuring Collaborative Shareholder Engagements on Climate Change	77
Market Liquidity and Competition Among Designated Market Makers	76
Financial Reporting Regulation in the Laboratory: A Case on Earnings Management	75
Directors’ Perceptions of Board Effectiveness and Internal Operations	75
Executive Compensation Limits and Executive Turnover	74
Estimating Stockout Costs and Optimal Stockout Rates: A Case on the Management of Ugly Produce Inventory	74
Forgetful Consumers and Consumption Tracking	73
Demanding Innovation: The Impact of Consumer Subsidies on Solar Panel Production Costs	73
Innovation Strategy After IPO: How AI Analytics Spurs Innovation After IPO	71
Resolving Tensions Between Heterogeneous Investors in a Startup	71
Estimating Career Benefits from Online Community Leadership: Evidence from Stack Exchange Moderators	70
Does Competition Improve Analysts’ Forecast Informativeness?	69
Shaming Microloan Delinquents: Evidence from a Field Experiment in China	69
The Number of Estimates in Footnotes and Accruals	69
The Limits of Centralized Pricing in Online Marketplaces and the Value of User Control	68
Fast Rates for Contextual Linear Optimization	67
Editorial Board	67
Central Counterparty Exposure in Stressed Markets	67
How Market Power Affects Dynamic Pricing: Evidence from Inventory Fluctuations at Car Dealerships	65
Model-Free Nonstationary Reinforcement Learning: Near-Optimal Regret and Applications in Multiagent Reinforcement Learning and Inventory Control	65
No Permanent Friend or Enemy: Impacts of the IIoT-Based Platform in the Maintenance Service Market	64
Monetary Incentives and Knowledge Spillover: Evidence from a Natural Experiment	64

Buy-One-Get-One Promotions in a Two-Echelon Supply Chain	64
Investor Attention and Option Returns	63
How Framing Influences Strategic Interactions	63
Curtailing Bank Loan and Loan Insurance Under Risk Regulations in Supply Chain Finance	62
In Art We Trust	62
Incentive Effects of Subjective Allocations of Rewards and Penalties	62
Social Queues (Cues): Impact of Others’ Waiting in Line on One’s Service Time	61
External Financing and Customer Capital: A Financial Theory of Markups	61
Measuring the Quality of Mergers and Acquisitions	61
Contracting, Pricing, and Data Collection Under the AI Flywheel Effect	60
Data Breach Announcements and Stock Market Reactions: A Matter of Timing?	60
Experimental Choice and Disruptive Technologies	60
Global Equity Correlation in International Markets	60
Demographic Diversity and Collusion in Teams	59
Managerial Learning from Analyst Feedback to Voluntary Capex Guidance, Investment Efficiency, and Firm Performance	59
Secretary Problems with Biased Evaluations Using Partial Ordinal Information	58
Market Shifts in the Sharing Economy: The Impact of Airbnb on Housing Rentals	57
Should Bank Stress Tests Be Fair?	57
Blockchain Adoption in a Supply Chain with Manufacturer Market Power	57
On Customer (Dis-)Honesty in Unobservable Queues: The Role of Lying Aversion	57
Penalty or Reward? The Effect of Social Disincentives on Online Users’ Contributions	56
Fast Delivery: B2B Field Experiments Amid COVID-19 Outbreak and New Normal	56
The Bigger Picture: Combining Econometrics with Analytics Improves Forecasts of Movie Success	55
The Effect of Group Identity on Hiring Decisions with Incomplete Information	55
Interest Rate Volatility and No-Arbitrage Affine Term Structure Models	54
Compounding Money and Nominal Price Illusions	53
Third-Party Consequences of Changes in Managerial Fiduciary Duties: The Case of Auditors’ Going Concern Opinions	53
Getting Down to Business: Chain Ownership and Fertility Clinic Performance	53
Scheduling with Testing of Heterogeneous Jobs	53
Innovations in IPO Deal Structure: Do Up-C IPOs Harm Public Shareholders?	53
Design and Analysis of Switchback Experiments	52
Adaptive Clinical Trial Designs with Surrogates: When Should We Bother?	52
Editorial Board	52
Quantifying the Impact of Impact Investing	52
Contrarians, Extrapolators, and Stock Market Momentum and Reversal	51
How Large are Predefault Costs of Financial Distress? Estimates from a Dynamic Model	50
Measuring Intangible Capital with Market Prices	50
Searching for the Best Yardstick: Cost of Quality Improvements in the U.S. Hospital Industry	50
Enforcement Waves and Spillovers	49
Creative Destruction? Impact of E-Commerce on the Retail Sector	49
The Sound of Silence: What Do We Know When Insiders Do Not Trade?	49
Measuring Misreporting Incentives and Severity	49
Advances in Blockchain and Crypto Economics	49
Can Artificial Intelligence Improve Gender Equality? Evidence from a Natural Experiment	49
Consistency as a Means to Comparability: Theory and Evidence	49
Reshaping Corporate Boards Through Mandatory Gender Diversity Disclosures: Evidence from Canada	47
The Private Impact of Public Data: Landsat Satellite Maps Increased Gold Discov	47
Quantile Connectedness: Modeling Tail Behavior in the Topology of Financial Networks	47
The Gatekeeper Effect: The Implications of Pre-Screening, Self-Selection, and Bias for Hiring Processes	46
A Framework for Analyzing Influencer Marketing in Social Networks: Selection and Scheduling of Influencers	46
Minimum Wage Increases and Employer Performance: Role of Employer Heterogeneity	46
Implied Ambiguity: Mean-Variance Inefficiency and Pricing Errors	46
Nonregular Employment and Payout Policy: Evidence from the Massachusetts Independent Contractor Law	46
Prismatic Trust: How Structural and Behavioral Signals in Networks Explain Trust Accumulation	46
How Does Firm Scope Depend on Customer Switching Costs? Evidence from Mobile Telecommunications Markets	46
Editorial Board	45
Not Ready for Prime Time: Financial Reporting Quality After SPAC Mergers	45
Strategic Responses to Algorithmic Recommendations: Evidence from Hotel Pricing	45
High-Speed Internet, Financial Technology, and Banking	45
Decision Making Under Impending Regime Shifts	44
Self-Guided Approximate Linear Programs: Randomized Multi-Shot Approximation of Discounted Cost Markov Decision Processes	44
Do Proprietary Costs Deter Insider Trading?	44
Report-Dependent Utility and Strategy-Proofness	44
Multimodal Dynamic Pricing	43
Managerial and Financial Barriers to the Green Transition	43
Hospital Reimbursement in the Presence of Cherry Picking and Upcoding	43
The Value of Personalized Pricing	43
Relaxed Indexability and Index Policy for Partially Observable Restless Bandits	43
Delegation Decisions in Finance	43
Reflections on the Evolution of Operations Management	42
Buyer’s Bankruptcy Risk, Sourcing Strategy, and Firm Value: Evidence from the Supplier Protection Act	41
Disclosure and Competition for Capital	41
Customer Preferences for Delivery Service Attributes in Attended Home Delivery	41
Scandal, Social Movement, and Change: Evidence from #MeToo in Hollywood	40
De-Crypto-ing Signals in Initial Coin Offerings: Evidence of Rational Token Retention	40
Consumer Learning from Own Experience and Social Information: An Experimental Study	40
Consumer Consent and Firm Targeting After GDPR: The Case of a Large Telecom Provider	40
The Financial Consequences of Online Review Aggregators: Evidence from Yelp Ratings and SBA Loans	40
Personalization from Customer Data Aggregation Using List Price	40
Information Disclosure and Promotion Policy Design for Platforms	40

Does Employing Skilled Immigrants Enhance Competitive Performance? Evidence from European Football Clubs	40
Is Price Commitment a Better Solution to Control Carbon Emissions and Promote Technology Investment?	39
Impact of Social Interactions on Duopoly Competition with Quality Considerations	39
The Power of Opaque Products in Pricing	39
On-Site Inspecting Zombie Lending	39
Government Loan Guarantees, Market Liquidity, and Lending Standards	38
Social Influence Undermines the Wisdom of the Crowd in Sequential Decision Making	38
How Do Peer Awards Motivate Creative Content? Experimental Evidence from Reddit	38
Human Capital-Driven Acquisition: Evidence from the Inevitable Disclosure Doctrine	37
The Impact of Institutions on Innovation	37
Do Physicians Improve More from Positive or Negative Feedback?	37
Integrating Conjoint and Maximum Difference Scaling Data	37
Financial Uncertainty with Ambiguity and Learning	37
The Beta Anomaly and Mutual Fund Performance	37
Taxes in Non-GAAP Reporting: Evidence of Strategic Behavior in Selecting Tax Rates Applied to Exclusions	37
Product Lines and Price Discrimination in Markets with Information Frictions	37
Intersectionality: Affirmative Action with Multidimensional Identities	36
Diffusion Approximations for a Class of Sequential Experimentation Problems	36
The Effects of a Short-Term Corporate Social Impact Activity on Employee Turnover: Field Experimental Evidence	36
The Dynamic Informativeness of Scheduled News	36
Friends with Health Benefits: A Field Experiment	36
How Does Deleveraging Affect Funding Market Liquidity?	36
Portfolio Choices with Many Big Models	36
How Do Interest-Only Mortgages Affect Consumption and Saving over the Life Cycle?	36
The Wisdom of Model Crowds	36
The Impact of Vertical Integration on Physician Behavior and Healthcare Delivery: Evidence from Gastroenterology Practices	35
Optimal Learning and Management of Threatened Species	35
Revealed Privacy Preferences: Are Privacy Choices Rational?	35
Winners from Winners: A Tale of Risk Factors	35
Long Lags and Large Returns: Experimental Evidence from Advertising to Businesses	35
Language Commonality and Sell-Side Information Production	35
Can Random Friends Seed More Buzz and Adoption? Leveraging the Friendship Paradox	35
Taylor Approximation of Inventory Policies for One-Warehouse, Multi-Retailer Systems with Demand Feature Information	35
Market Ambiguity Attitude Restores the Risk-Return Trade-Off	35
Worker Empowerment and Subjective Evaluation: On Building an Effective Conflict Culture	35
Feature Misspecification in Sequential Learning Problems	34
Housing Cycles and Exchange Rates	34
Disclosure Substitution	34
Sellin’ in the Rain: Weather, Climate, and Retail Sales	34
Impact of Motivation and Workload on Service Time Components: An Empirical Analysis of Call Center Operations	34
Delaying Informed Consent: An Empirical Investigation of Mobile Apps’ Upgrade Decisions	34
Brand Spillover as a Marketing Strategy	34
Mismarking in Mutual Funds	34
Information Acquisition, Decision Making, and Implementation in Organizations	34
Option Trading Activity, News Releases, and Stock Return Predictability	34
Fiscal Limits and the Pricing of Eurobonds	33
Personalized Disease Screening Decisions Considering a Chronic Condition	33
The Liquidity Premium of Digital Payment Vehicle	33
Is Charitable Giving a Zero-Sum Game? The Effect of Competition Between Charities on Giving Behavior	33
Model-Free Assortment Pricing with Transaction Data	33
Plumbing of Securities Markets: The Impact of Post-trade Fees on Trading and Welfare	33
Breadth of Ownership and the Cross-Section of Corporate Bond Returns	33
Performance Attribution for Portfolio Constraints	33
Turning on Dimensional Prominence in Decision Making: Experiments and a Model	32
Cyberattacks, Operational Disruption, and Investment in Resilience Measures	32
Fair and Square: A Retention Model of Managerial Compensation	32
Treatment Allocation with Strategic Agents	32
The Value of Regulators as Monitors: Evidence from Banking	32
The Value of Specific Knowledge: Evidence from Disruptions to the Patient–Physician Relationship	31
Too Popular, Too Fast: Optimal Advertising and Entry Timing in Markets with Peer Influence	31
The Emergence of Novel Product Uses: An Investigation of Exaptations in IKEA Hacks	31
Bidder-Specific Synergies and the Evolution of Acquirer Returns	31
Focusing Provider Attention: An Empirical Examination of Incentives and Feedback in Flu Vaccinations	31
Call for Papers—Management Science Virtual Special Issue on Digital Finance	31
How Do Product Recommendations Help Consumers Search? Evidence from a Field Experiment	31
Optimal Control of Service Systems with Heterogeneous Servers and Priority Customers	31
Stable Matching on the Job? Theory and Evidence on Internal Talent Markets	31
Speculation, Sentiment, and Interest Rates	31
Employment Flexibility and Capital Structure: Evidence from a Natural Experiment	31
Regulating Conflicts of Interest in Medicine Through Public Disclosure: Evidence from a Physician Payments Sunshine Law	31
The Role of Common Risk in the Effectiveness of Explicit Relative Performance Evaluation	31
From Micro to Macro Gender Differences: Evidence from Field Tournaments	31
From Contextualizing to Context Theorizing: Assessing Context Effects in Privacy Research	31
The Gendering of Job Postings in the Online Recruitment Process	31
Investor Sentiment and the Pricing of Macro Risks for Hedge Funds	30
Deadlines and Memory Limitations	30
Effectiveness of Planning Prompts on Organizations’ Likelihood to File Their Overdue Taxes: A Multi‐Wave Field Experiment	30
Improving Human Deception Detection Using Algorithmic Feedback	30
Impact of Health Information Exchange Adoption on Referral Patterns	30
Prior Information and Consumer Search: Evidence from Eye Tracking	30
Electronic Payment Technology and Business Finance: A Randomized, Controlled Trial with Mobile Money	30
Herding in Probabilistic Forecasts	30
Patent Thickets, Stock Returns, and Conditional CAPM	30
Procurement for Assembly Under Asymmetric Information: Theory and Evidence	30
On the Nature of (Jump) Skewness Risk Premia	30
Does Supply Concentration Encourage Cooperation? Evidence from Airlines	30
The Bullwhip Effect in Supply Networks	29
Unspanned Global Macro Risks in Bond Returns	29
Disclosure in Incentivized Reviews: Does It Protect Consumers?	29
Field Experimental Evidence on the Effect of Pricing on Residential Electricity Conservation	29
Adaptive Preference Measurement with Unstructured Data	29
Co-Opetition and the Firm’s Information Environment	29
When Success Is Rare and Competitive: Learning from Others’ Success and My Failure at the Speed of Formula One	29
Competitiveness of Entrepreneurs and Salaried Workers	29
Self-Funding of Political Campaigns	29