Management Science

Article	Citations
Editorial Board	473
Editorial Board	348
Editorial Board	254
Delegation with Technology Migration: An Empirical Analysis of Mobile Virtual Network Operators	247
Intraday Market Return Predictability Culled from the Factor Zoo	224
Finding Your Calling: Matching Skills with Jobs in the Mutual Fund Industry	221
Financial Reporting Regulation in the Laboratory: A Case on Earnings Management	199
Algorithm Reliance: Fast and Slow	194
Financial Reporting and Entrepreneurial Finance: Evidence from Equity Crowdfunding	185
A Casino Gambling Model Under Cumulative Prospect Theory: Analysis and Algorithm	177
Liquidity Requirements and Central Bank Interventions During Banking Crises	163
Peg Abandonment and Cross-Currency Contagion	159
Buying the Verdict	150
Pacing Equilibrium in First Price Auction Markets	149
Mortgage Brokers and the Effectiveness of Regulatory Oversights	146
The Optimality of Call Provision Terms	145
Efficient Estimation of Network Games of Incomplete Information: Application to Large Online Social Networks	142
Asset Trade, Real Investment, and a Tilting Financial Transaction Tax	132
Are Political and Charitable Giving Substitutes? Evidence from the United States	124
How to De-Reserve Reserves: Admissions to Technical Colleges in India	121
Tick Size, Trading Strategies, and Market Quality	121
Estimating Stockout Costs and Optimal Stockout Rates: A Case on the Management of Ugly Produce Inventory	120
The Information Value of Distress	117
Improving Patient Transfer Protocols for Regional Stroke Networks	115
Executive Compensation Limits and Executive Turnover	115

The Effect of the Paycheck Protection Program and Financial Reporting Standards on Bank Risk-Taking	112
Little’s Law and Educational Inequality: A Comparative Case Study of Teacher Workaround Productivity	111
Intrafirm Knowledge Sharing in the Investment Research Industry	111
Automotive Procurement Under Opaque Prices: Theory with Evidence from the BMW Supply Chain	101
Investor Logins and the Disposition Effect	101
Self-Regulation for Reputation-Sensitive Buyers: SA8000 in China	101
Policy Learning with Adaptively Collected Data	99
Bayesian Meta-Prior Learning Using Empirical Bayes	98
Labor Unions and Product Quality Failures	98
The Effect of Medicaid Expansion on Wait Time in the Emergency Department	98
Tailor-to-Target: Configuring Collaborative Shareholder Engagements on Climate Change	97
A Statistical Learning Approach to Personalization in Revenue Management	95
Ambiguity and the Tradeoff Theory of Capital Structure	95
Monitoring with Limited Information	94
Decision-Making Delegation in Banks	94
Manipulation and (Mis)trust in Prediction Markets	93
Shuffling as a Sales Tactic: An Experimental Study of Selling Product Rankings	93
Directors’ Perceptions of Board Effectiveness and Internal Operations	92
Demanding Innovation: The Impact of Consumer Subsidies on Solar Panel Production Costs	90
LIBOR Discontinuation and the Cost of Bank Loans	89
False Discovery in A/B Testing	88
Hospital Financial Health and Clinical Choices: Evidence from the Financial Crisis	87
Risk Guarantees for End-to-End Prediction and Optimization Processes	87
Tech-Enabled Financial Data Access, Retail Investors, and Gambling-Like Behavior in the Stock Market	83
Vicarious Learning Without Knowledge Differentials	82
Bunching with the Stars: How Firms Respond to Environmental Certification	82
A Data-Driven Approach to Multistage Stochastic Linear Optimization	81
“Just Words? Just Speeches?” On the Economic Value of Charismatic Leadership	81
Emergency Preparation and Uncertainty Persistence	79
Intersectional Peer Effects at Work: The Effect of White Coworkers on Black Women’s Careers	79
Deterrence Effects of Enforcement Schemes: An Experimental Study	78
Platform Governance in the Presence of Within-Complementor Interdependencies: Evidence from the Rideshare Industry	78
Experimentation and Start-up Performance: Evidence from A/B Testing	77
Market Liquidity and Competition Among Designated Market Makers	76
Meeting Corporate Renewable Power Targets	75
What (Exactly) Is Novelty in Networks? Unpacking the Vision Advantages of Brokers, Bridges, and Weak Ties	75
Editorial Board	73
Model-Free Nonstationary Reinforcement Learning: Near-Optimal Regret and Applications in Multiagent Reinforcement Learning and Inventory Control	73
Demographic Diversity and Collusion in Teams	72
Is Relevancy Everything? A Deep-Learning Approach to Understand the Effect of Image-Text Congruence	71
Editorial Board	71
Measuring Misreporting Incentives and Severity	71
Business Acquisition Disclosures: The Effect of Identifying Intangible Assets on Investors’ Judgments	71
The Limits of Centralized Pricing in Online Marketplaces and the Value of User Control	70
Adaptive Clinical Trial Designs with Surrogates: When Should We Bother?	70
Consistency as a Means to Comparability: Theory and Evidence	69
Social Queues (Cues): Impact of Others’ Waiting in Line on One’s Service Time	68
Estimating Career Benefits from Online Community Leadership: Evidence from Stack Exchange Moderators	68
Fast Rates for Contextual Linear Optimization	66
Searching for the Best Yardstick: Cost of Quality Improvements in the U.S. Hospital Industry	66

Third-Party Consequences of Changes in Managerial Fiduciary Duties: The Case of Auditors’ Going Concern Opinions	66
Reshaping Corporate Boards Through Mandatory Gender Diversity Disclosures: Evidence from Canada	66
Penalty or Reward? The Effect of Social Disincentives on Online Users’ Contributions	65
Global Equity Correlation in International Markets	65
Experimental Choice and Disruptive Technologies	64
Innovations in IPO Deal Structure: Do Up-C IPOs Harm Public Shareholders?	64
The Bigger Picture: Combining Econometrics with Analytics Improves Forecasts of Movie Success	62
Buy-One-Get-One Promotions in a Two-Echelon Supply Chain	62
Measuring the Quality of Mergers and Acquisitions	61
The Number of Estimates in Footnotes and Accruals	61
Forgetful Consumers and Consumption Tracking	61
Shaming Microloan Delinquents: Evidence from a Field Experiment in China	61
No Permanent Friend or Enemy: Impacts of the IIoT-Based Platform in the Maintenance Service Market	59
Getting Down to Business: Chain Ownership and Fertility Clinic Performance	59
Resolving Tensions Between Heterogeneous Investors in a Startup	59
Enforcement Waves and Spillovers	59
On Customer (Dis-)Honesty in Unobservable Queues: The Role of Lying Aversion	59
Compounding Money and Nominal Price Illusions	59
Central Counterparty Exposure in Stressed Markets	58
Should Bank Stress Tests Be Fair?	58
Secretary Problems with Biased Evaluations Using Partial Ordinal Information	58
Contracting, Pricing, and Data Collection Under the AI Flywheel Effect	56
Fast Delivery: B2B Field Experiments Amid COVID-19 Outbreak and New Normal	56
Creative Destruction? Impact of E-Commerce on the Retail Sector	55
How Large are Predefault Costs of Financial Distress? Estimates from a Dynamic Model	55
How Framing Influences Strategic Interactions	55
Interest Rate Volatility and No-Arbitrage Affine Term Structure Models	55
External Financing and Customer Capital: A Financial Theory of Markups	54
Scheduling with Testing of Heterogeneous Jobs	54
Incentive Effects of Subjective Allocations of Rewards and Penalties	54
In Art We Trust	53
A Framework for Analyzing Influencer Marketing in Social Networks: Selection and Scheduling of Influencers	52
The Effect of Group Identity on Hiring Decisions with Incomplete Information	52
The Sound of Silence: What Do We Know When Insiders Do Not Trade?	52
Innovation Strategy After IPO: How AI Analytics Spurs Innovation After IPO	52
Blockchain Adoption in a Supply Chain with Manufacturer Market Power	52
Design and Analysis of Switchback Experiments	51
Data Breach Announcements and Stock Market Reactions: A Matter of Timing?	51
Curtailing Bank Loan and Loan Insurance Under Risk Regulations in Supply Chain Finance	51
Quantile Connectedness: Modeling Tail Behavior in the Topology of Financial Networks	51
Investor Attention and Option Returns	51
Contrarians, Extrapolators, and Stock Market Momentum and Reversal	51
Can Artificial Intelligence Improve Gender Equality? Evidence from a Natural Experiment	50
Advances in Blockchain and Crypto Economics	50
Quantifying the Impact of Impact Investing	50
Monetary Incentives and Knowledge Spillover: Evidence from a Natural Experiment	49
Measuring Intangible Capital with Market Prices	49
The Private Impact of Public Data: Landsat Satellite Maps Increased Gold Discov	49
Market Shifts in the Sharing Economy: The Impact of Airbnb on Housing Rentals	49
Relaxed Indexability and Index Policy for Partially Observable Restless Bandits	48
Managerial Learning from Analyst Feedback to Voluntary Capex Guidance, Investment Efficiency, and Firm Performance	48
Editorial Board	48
How Market Power Affects Dynamic Pricing: Evidence from Inventory Fluctuations at Car Dealerships	48
Do Proprietary Costs Deter Insider Trading?	46
Long Lags and Large Returns: Experimental Evidence from Advertising to Businesses	46
Delegation Decisions in Finance	46
Integrating Conjoint and Maximum Difference Scaling Data	46
Market Ambiguity Attitude Restores the Risk-Return Trade-Off	46
Contextual Learning with Online Convex Optimization: Theory and Application to Medical Decision-Making	46
Managerial and Financial Barriers to the Green Transition	45
Personalization from Customer Data Aggregation Using List Price	45
Self-Guided Approximate Linear Programs: Randomized Multi-Shot Approximation of Discounted Cost Markov Decision Processes	45
Winners from Winners: A Tale of Risk Factors	44
The Impact of Vertical Integration on Physician Behavior and Healthcare Delivery: Evidence from Gastroenterology Practices	44
The Value of Personalized Pricing	44
Social Influence Undermines the Wisdom of the Crowd in Sequential Decision Making	44
Disclosure Substitution	43
How Does Firm Scope Depend on Customer Switching Costs? Evidence from Mobile Telecommunications Markets	43
Product Lines and Price Discrimination in Markets with Information Frictions	43
Hospital Reimbursement in the Presence of Cherry Picking and Upcoding	43
Portfolio Choices with Many Big Models	43
Report-Dependent Utility and Strategy-Proofness	43
Does Employing Skilled Immigrants Enhance Competitive Performance? Evidence from European Football Clubs	42
Prismatic Trust: How Structural and Behavioral Signals in Networks Explain Trust Accumulation	42
Taylor Approximation of Inventory Policies for One-Warehouse, Multi-Retailer Systems with Demand Feature Information	42
Financial Uncertainty with Ambiguity and Learning	41
The Gatekeeper Effect: The Implications of Pre-Screening, Self-Selection, and Bias for Hiring Processes	41
The Beta Anomaly and Mutual Fund Performance	41
Strategic Responses to Algorithmic Recommendations: Evidence from Hotel Pricing	40
The Financial Consequences of Online Review Aggregators: Evidence from Yelp Ratings and SBA Loans	40

Can Random Friends Seed More Buzz and Adoption? Leveraging the Friendship Paradox	40
Worker Empowerment and Subjective Evaluation: On Building an Effective Conflict Culture	40
The Dynamic Informativeness of Scheduled News	40
Optimal Learning and Management of Threatened Species	39
Reflections on the Evolution of Operations Management	39
Minimum Wage Increases and Employer Performance: Role of Employer Heterogeneity	39
Taxes in Non-GAAP Reporting: Evidence of Strategic Behavior in Selecting Tax Rates Applied to Exclusions	39
Nonregular Employment and Payout Policy: Evidence from the Massachusetts Independent Contractor Law	39
On-Site Inspecting Zombie Lending	39
The Wisdom of Model Crowds	38
The Effects of a Short-Term Corporate Social Impact Activity on Employee Turnover: Field Experimental Evidence	38
Information Disclosure and Promotion Policy Design for Platforms	38
Government Loan Guarantees, Market Liquidity, and Lending Standards	38
Diffusion Approximations for a Class of Sequential Experimentation Problems	38
How Does Deleveraging Affect Funding Market Liquidity?	38
Friends with Health Benefits: A Field Experiment	38
Revealed Privacy Preferences: Are Privacy Choices Rational?	38
How Do Interest-Only Mortgages Affect Consumption and Saving over the Life Cycle?	38
Customer Preferences for Delivery Service Attributes in Attended Home Delivery	37
Brand Spillover as a Marketing Strategy	37
Intersectionality: Affirmative Action with Multidimensional Identities	37
Buyer’s Bankruptcy Risk, Sourcing Strategy, and Firm Value: Evidence from the Supplier Protection Act	37
Not Ready for Prime Time: Financial Reporting Quality After SPAC Mergers	37
High-Speed Internet, Financial Technology, and Banking	37
The Impact of Institutions on Innovation	37
Scandal, Social Movement, and Change: Evidence from #MeToo in Hollywood	37
Decision Making Under Impending Regime Shifts	37
Consumer Consent and Firm Targeting After GDPR: The Case of a Large Telecom Provider	37
Implied Ambiguity: Mean-Variance Inefficiency and Pricing Errors	37
Language Commonality and Sell-Side Information Production	36
De-Crypto-ing Signals in Initial Coin Offerings: Evidence of Rational Token Retention	36
Multimodal Dynamic Pricing	36
Sellin’ in the Rain: Weather, Climate, and Retail Sales	36
Human Capital-Driven Acquisition: Evidence from the Inevitable Disclosure Doctrine	35
Impact of Social Interactions on Duopoly Competition with Quality Considerations	35
How Do Peer Awards Motivate Creative Content? Experimental Evidence from Reddit	35
Performance Attribution for Portfolio Constraints	35
Is Price Commitment a Better Solution to Control Carbon Emissions and Promote Technology Investment?	35
The Power of Opaque Products in Pricing	35
Disclosure and Competition for Capital	35
The Liquidity Premium of Digital Payment Vehicle	35
Option Trading Activity, News Releases, and Stock Return Predictability	35
The Impact of Bank Financing on Borrowers’ Voluntary Disclosures and Real Investments	35
Do Physicians Improve More from Positive or Negative Feedback?	35
Robustly Optimal Contracts for Agricultural Supply Chains	34
On the Nature of (Jump) Skewness Risk Premia	34
The Value of Regulators as Monitors: Evidence from Banking	34
Investor Sentiment and the Pricing of Macro Risks for Hedge Funds	34
Improving Human Deception Detection Using Algorithmic Feedback	34
The Value of Specific Knowledge: Evidence from Disruptions to the Patient–Physician Relationship	34
Bidder-Specific Synergies and the Evolution of Acquirer Returns	34
Fiscal Limits and the Pricing of Eurobonds	34
Call for Papers—Management Science Virtual Special Issue on Digital Finance	34
Cyberattacks, Operational Disruption, and Investment in Resilience Measures	34
Procurement for Assembly Under Asymmetric Information: Theory and Evidence	33
Treatment Allocation with Strategic Agents	33
Mismarking in Mutual Funds	33
Model-Free Assortment Pricing with Transaction Data	33
Stable Matching on the Job? Theory and Evidence on Internal Talent Markets	33
Housing Cycles and Exchange Rates	33
Optimal Control of Service Systems with Heterogeneous Servers and Priority Customers	33
Does Supply Concentration Encourage Cooperation? Evidence from Airlines	33
Impact of Health Information Exchange Adoption on Referral Patterns	32
Regulating Conflicts of Interest in Medicine Through Public Disclosure: Evidence from a Physician Payments Sunshine Law	32
Deadlines and Memory Limitations	32
Effectiveness of Planning Prompts on Organizations’ Likelihood to File Their Overdue Taxes: A Multi‐Wave Field Experiment	32
Is Charitable Giving a Zero-Sum Game? The Effect of Competition Between Charities on Giving Behavior	32
Delaying Informed Consent: An Empirical Investigation of Mobile Apps’ Upgrade Decisions	32
Information Acquisition, Decision Making, and Implementation in Organizations	32
Speculation, Sentiment, and Interest Rates	32
From Micro to Macro Gender Differences: Evidence from Field Tournaments	32
Prior Information and Consumer Search: Evidence from Eye Tracking	31
Patent Thickets, Stock Returns, and Conditional CAPM	31
Impact of Motivation and Workload on Service Time Components: An Empirical Analysis of Call Center Operations	31
Feature Misspecification in Sequential Learning Problems	31
Turning on Dimensional Prominence in Decision Making: Experiments and a Model	31
Herding in Probabilistic Forecasts	31
How Do Product Recommendations Help Consumers Search? Evidence from a Field Experiment	31
Field Experimental Evidence on the Effect of Pricing on Residential Electricity Conservation	31
From Contextualizing to Context Theorizing: Assessing Context Effects in Privacy Research	31
Breadth of Ownership and the Cross-Section of Corporate Bond Returns	31
Fair and Square: A Retention Model of Managerial Compensation	31
The Endowment Model and Modern Portfolio Theory	31
Plumbing of Securities Markets: The Impact of Post-trade Fees on Trading and Welfare	31
Last-Iterate Convergence in No-Regret Learning: Games with Reference Effects Under Logit Demand	31
The Role of Common Risk in the Effectiveness of Explicit Relative Performance Evaluation	31
Too Popular, Too Fast: Optimal Advertising and Entry Timing in Markets with Peer Influence	31
Electronic Payment Technology and Business Finance: A Randomized, Controlled Trial with Mobile Money	30
Personalized Disease Screening Decisions Considering a Chronic Condition	30
Focusing Provider Attention: An Empirical Examination of Incentives and Feedback in Flu Vaccinations	30
The Emergence of Novel Product Uses: An Investigation of Exaptations in IKEA Hacks	30
Employment Flexibility and Capital Structure: Evidence from a Natural Experiment	30
The Gendering of Job Postings in the Online Recruitment Process	30
Text-Based Measure of Supply Chain Risk Exposure	30
The Bullwhip Effect in Supply Networks	30