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Management Science, Volume 72
Volume 72, Number 1, 2026
- Editorial Board. iv-vi
- Felipe Caro
, Jean-Edouard Colliard
, Elena Katok
, Axel Ockenfels
, Nicolás E. Stier Moses
, Catherine Tucker
, Dongjun Wu:
Introduction to the Special Issue on the Human-Algorithm Connection. 1-13 - Milo Bianchi
, Marie Brière:
Human-Robot Interactions in Investment Decisions. 14-31 - Philipp Chapkovski
, Mariana Khapko
, Marius Zoican
:
Trading Gamification and Investor Behavior. 32-56 - Sebastian Krakowski, Darek M. Haftor, Johannes Luger, Natallia Pashkevich
, Sebastian Raisch:
Human-Centered Artificial Intelligence: A Field Experiment. 57-72 - Shunyuan Zhang
, Das Narayandas:
Engaging Customers with AI in Online Chats: Evidence from a Randomized Field Experiment. 73-95 - Hongchang Wang
, Yingjie Zhang
, Tian Lu
:
The Power of Disagreement: A Field Experiment to Investigate Human-Algorithm Collaboration in Loan Evaluations. 96-118 - Saravanan Kesavan
, Tarun Kushwaha
, Dayton Steele
:
Profit Implications of Judgmental Adjustments to Forecast Inputs: Evidence from a Large-Scale Field Experiment. 119-127 - Blair Flicker
:
Managerial Insight and "Optimal" Algorithms. 128-147 - Arthur Delarue
, Zhen Lian
, Sébastien Martin
:
Algorithmic Precision and Human Decision: A Study of Interactive Optimization for School Schedules. 148-166 - Dov Te'eni
, Inbal Yahav
, Alexey Zagalsky, David G. Schwartz
, Gahl Silverman
, Daniel Cohen
, Yossi Mann
, Dafna Lewinsky:
Reciprocal Human-Machine Learning: A Theory and an Instantiation for the Case of Message Classification. 167-192 - Meng Liu
, Xiaocheng Tang
, Siyuan Xia, Shuo Zhang
, Yuting Zhu
, Qianying Meng:
Algorithm Aversion: Evidence from Ridesharing Drivers. 193-203 - Daniel Ben-David, Ido Mintz, Orly Sade
:
Using AI and Behavioral Finance to Cope with Limited Attention and Reduce Overdraft Fees. 204-222 - Yuqian Xu
, Hongyan Dai
, Wanfeng Yan:
Identity Disclosure and Anthropomorphism in Voice Chatbot Design: A Field Experiment. 223-241 - Cathy (liu) Yang
, Kevin Bauer
, Xitong Li
, Oliver Hinz
:
My Advisor, Her AI, and Me: Evidence from a Field Experiment on Human-AI Collaboration and Investment Decisions. 242-264 - Maya Balakrishnan
, Kris Johnson Ferreira
, Jordan D. Tong
:
Human-Algorithm Collaboration with Private Information: Naïve Advice-Weighting Behavior and Mitigation. 265-284 - Marie-Pierre Dargnies
, Rustamdjan Hakimov
, Dorothea Kübler
:
Aversion to Hiring Algorithms: Transparency, Gender Profiling, and Self-Confidence. 285-301 - Ben Greiner
, Philipp Grünwald, Thomas Lindner
, Georg Lintner, Martin Wiernsperger
:
Incentives, Framing, and Reliance on Algorithmic Advice: An Experimental Study. 302-322 - Jesse C. Bockstedt
, Joseph R. Buckman
:
Humans' Use of AI Assistance: The Effect of Loss Aversion on Willingness to Delegate Decisions. 323-342 - Cameron Kormylo
, Idris Adjerid
, Sheryl Ball
, Can Dogan
:
Till Tech Do Us Part: Betrayal Aversion and Its Role in Algorithm Use. 343-367 - Clare Snyder
, Samantha M. Keppler
, Stephen Leider
:
Algorithm Reliance: Fast and Slow. 368-385 - Scott Schanke
, Gordon Burtch
, Gautam Ray
:
Digital Lyrebirds: Experimental Evidence That Voice-Based Deep Fakes Influence Trust. 386-405 - Christophe Hurlin, Christophe Pérignon, Sébastien Saurin:
The Fairness of Credit Scoring Models. 406-425 - Moran Koren
:
The Gatekeeper Effect: The Implications of Pre-Screening, Self-Selection, and Bias for Hiring Processes. 426-441 - Junpei Komiyama
, Shunya Noda
:
On Statistical Discrimination as a Failure of Social Learning: A Multiarmed Bandit Approach. 442-455 - Alex Chohlas-Wood
, Madison Coots
, Henry Zhu, Emma Brunskill
, Sharad Goel
:
Learning to Be Fair: A Consequentialist Approach to Equitable Decision Making. 456-473 - Leo Bao
, Difang Huang
, Chen Lin
:
Can Artificial Intelligence Improve Gender Equality? Evidence from a Natural Experiment. 474-494 - Xiyang Hu
, Yan Huang
, Beibei Li
, Tian Lu
:
Human-Algorithmic Bias: Source, Evolution, and Impact. 495-514 - Prasanna B. Tambe
:
Reskilling the Workforce for AI: Domain Expertise and Algorithmic Literacy. 515-537 - Andreas Fügener
, Dominik David Walzner
, Alok Gupta
:
Roles of Artificial Intelligence in Collaboration with Humans: Automation, Augmentation, and the Future of Work. 538-557 - Francis de Véricourt, Huseyin Gurkan
:
Is Your Machine Better Than You? You May Never Know. 558-574 - Ruth Beer
, Anyan Qi
, Ignacio Rios
:
Behavioral Externalities of Process Automation. 575-593 - Ralph-Christopher Bayer
, Ludovic Renou
:
Interacting with Man or Machine: When Do Humans Reason Better? 594-608 - Daniel Garcia
, Juha Tolvanen
, Alexander K. Wagner
:
Strategic Responses to Algorithmic Recommendations: Evidence from Hotel Pricing. 609-626 - Yifan Yu
, Wendao Xue
, Lin Jia
, Yong Tan
:
When Emotion AI Meets Strategic Users. 627-645 - Zuyue Fu, Zhengling Qi
, Zhuoran Yang, Zhaoran Wang, Lan Wang
:
Offline Reinforcement Learning for Human-Guided Human-Machine Interaction with Private Information. 646-666 - Julien Grand-Clément
, Jean Pauphilet
:
The Best Decisions Are Not the Best Advice: Making Adherence-Aware Recommendations. 667-692 - Adrian Hillenbrand
, Svenja Hippel
:
Strategic Inattention in Product Search. 693-722 - Johann Melzner
, Andrea Bonezzi
, Tom Meyvis:
Speaking in Private: Privacy Expectations Depend on Communication Modality. 723-732 - Hamsa Bastani
, Osbert Bastani
, Wichinpong Park Sinchaisri
:
Improving Human Sequential Decision Making with Reinforcement Learning. 733-755 - Xiaoning Wang
, Lynn Wu
:
Artificial Intelligence, Lean Startup Method, and Product Innovations. 756-782
Volume 72, Number 2, 2026
- Michelle René Lowry
, Anthony Vance
, Marshall D. Vance
:
Inexpert Supervision: Field Evidence on Boards' Oversight of Cybersecurity. 783-804 - Ethan Bernstein
, Shelley Xin Li
:
The Performance Effects of Giving Front-Line Employees Direct Access to Performance Data and Thereby Limiting the Supervisor's Feedback-Intermediation Role: Evidence from a Field Experiment. 805-835 - Ben W. Van Landuyt
, Brian White
:
The Effect of Uncertainty About Future Accounting Standards on Financial Reporting Quality. 836-852 - Kosuke Aoki, Alexander Michaelides
, Kalin Nikolov, Yuxin Zhang:
Inflation, Money Demand, and Portfolio Choice. 853-873 - Woonghee Tim Huh
, Michael Jong Kim
, Meichun Lin
:
Uncertain Search with Knowledge Transfer. 874-892 - Richard B. Evans
, Oguzhan Karakas
, Rabih Moussawi
, Michael Young
:
Phantom of the Opera: ETF Shorting and Shareholder Voting. 893-914 - Sarit Markovich
, Yaron Yehezkel
:
Competing for Cookies: Platforms' Business Models in Data Markets with Network Effects. 915-931 - Florentin D. Hildebrandt
, Ziga Lesjak, Arne Strauss
, Marlin W. Ulmer
:
Integrated Fleet and Demand Control for On-Demand Meal Delivery Platforms. 932-954 - Yi Chen, Jing Dong
, Zhaoran Wang
, Chuheng Zhang:
A Primal-Dual Approach to Constrained Markov Decision Processes with Applications to Queue Scheduling and Inventory Management. 955-988 - Tao Lu
, Brian Tomlin
:
Credible Cheap-Talk Communication of Private Demand Information on Both the Forecast Average and Accuracy. 989-1006 - Mengzi Amy Guo
, Donghao Ying
, Javad Lavaei
, Zuo-Jun Max Shen
:
Last-Iterate Convergence in No-Regret Learning: Games with Reference Effects Under Logit Demand. 1007-1024 - Murillo Campello
, Rafael Matta
, Pedro A. C. Saffi
:
Price Informativeness and Corporate Investment: A Model of Costly Manipulation and Share Repurchases. 1025-1053 - Xi Li
, Yan Xiong
:
The Strength of Weak Commitments: A Theory of Price Preannouncements. 1054-1071 - Sunkee Lee
, Manuel E. Sosa
:
Spaces for Creativity: Unconventional Workspaces and Divergent Thinking. 1072-1094 - Lakshminarayana Nittala
, Sanjiv Erat
:
Designing Knowledge-Driven Innovation Contests. 1095-1111 - Wenchang Zhang
, Wedad J. Elmaghraby
, Ashish Kabra
:
Marketplace Expansion Through Marquee Seller Adoption: Externalities and Reputation Implications. 1112-1131 - Kaitlin D. Wowak
, John R. Busenbark
, George P. Ball
, Karthik V. Natarajan
:
The Politics of Product Safety: Top Management Team Political Ideology and Serious Medical Product Recalls. 1132-1156 - David Simchi-Levi
, Chonghuan Wang
:
Pricing Experimental Design: Causal Effect, Expected Revenue and Tail Risk. 1157-1174 - Mingyi Hung
, Yupeng Lin
, Lynn Linghuan Wang
, Zilong Zhang
:
The Impact of Bank Financing on Borrowers' Voluntary Disclosures and Real Investments. 1175-1197 - Katharina Huesmann
, Yero Samuel Ndiaye
, Christian Waibel
, Daniel Wiesen
:
How the Design of Ranking Systems and Ability Affect Physician Effort. 1198-1213 - Brent W. Ambrose
, Matthew Gustafson
, Maxence Valentin
, Zihan Ye
:
Voter-Induced Municipal Credit Risk. 1214-1235 - Natalia Kosilova, Aydin Alptekinoglu
:
Discrete Choice via Sequential Search. 1236-1252 - Alberta Di Giuli
, Alexandre Garel
, Roni Michaely
, Arthur Romec
:
Climate Change and Mutual Fund Voting on Climate Proposals. 1253-1276 - Stacy Carlson
, Quang Nguyen:
How Borrowers Respond to Dynamic Incentives? An Exploration of Repayment Decisions on Digital Credit. 1277-1304 - Andrey Fradkin
, Monica Bhole, John J. Horton
:
Competition Avoidance vs. Herding in Job Search: Evidence from Large-Scale Field Experiments on an Online Job Board. 1305-1323 - Rene Schwaiger
, Markus Strucks
, Stefan Zeisberger
:
The Consequences of Narrow Framing for Risk Taking: A Stress Test of Myopic Loss Aversion. 1324-1340 - Douglas Davis
, Caleb Cox, Oleg Korenok
, John P. Lightle:
Frequent Reporting and Short-Termism: An Experimental Investigation. 1341-1355 - Xuejun Zhao
, Justin Jia
, Hui Zhao
:
Reimbursement Policy and Drug Shortages. 1356-1375 - Kyogo Kanazawa
, Daiji Kawaguchi
, Hitoshi Shigeoka
, Yasutora Watanabe
:
AI, Skill, and Productivity: The Case of Taxi Drivers. 1376-1388 - Tommaso Bondi
, Omid Rafieian
, Yunfei (Jesse) Yao
:
Privacy and Polarization: An Inference-Based Framework. 1389-1409 - Henrique Castro-Pires
:
Monitoring, Performance Reviews, and Retaliation. 1410-1429 - Stav Atir
, David Dunning:
Learning More Than You Can Know: Introductory Education Produces Overly Expansive Self-Assessments of Knowledge. 1430-1455 - Angelos Georghiou
, Angelos Tsoukalas
, Wolfram Wiesemann
:
On the Optimality of Affine Decision Rules in Distributionally Robust Optimization. 1456-1471 - Hemant K. Bhargava
, Antoine Dubus
, David Ronayne
, Shiva Shekhar
:
The Strategic Value of Data Sharing in Interdependent Markets. 1472-1488 - Wilfred Amaldoss
, Woochoel Shin
:
Content Provision on UGC Platforms. 1489-1508 - Phebe Vayanos
, Angelos Georghiou
, Han Yu:
Robust Optimization with Decision-Dependent Information Discovery. 1509-1528 - Tony Berrada
, Jérôme Detemple, Marcel Rindisbacher
:
Volatility During the COVID-19 Pandemic. 1529-1559 - Benjamin Knight, Dmitry Mitrofanov
:
Disclosing Low Product Availability: An Online Platform's Strategy for Mitigating Stockout Risk. 1560-1578 - Hülya Karaman:
The Asymmetric Effects of Posting an Online Review on Future Spending and the Dark Side of Solicitations. 1579-1594 - Gikas Hardouvelis, Georgios Karalas, Dimitri Vayanos
:
The Distribution of Investor Beliefs, Stock Ownership, and Stock Returns. 1595-1615 - Felix Poege
, Fabian Gaessler
, Karin Hoisl
, Dietmar Harhoff
, Matthias Dorner
:
Filling the Gap: The Consequences of Collaborator Loss in Corporate R&D. 1616-1635 - Erica X. N. Li
, Guoliang Ma
, Shujing Wang
, Cindy Yu:
Fundamental Anomalies. 1636-1657 - Colleen Cunningham
, Aldona Kapacinskaite
:
Keeping Invention Confidential. 1658-1679 - F. Christopher Eaglin
:
The Need for Speed: The Impact of Capital Constraints on Strategic Misconduct. 1680-1698 - Thomas Bourveau
, Rachel W. Flam, Anthony Le:
Behind the Curtain of Workforce Diversity: Evidence from EEO-1 Reports. 1699-1726
Volume 72, Number 3, 2026
- Vincent Lefrere
, Logan Warberg, Cristobal Cheyre, Veronica Marotta, Alessandro Acquisti
:
Does Privacy Regulation Harm Content Providers? A Longitudinal Analysis of the Impact of the GDPR. 1727-1747 - Jaelynn Oh
, Chloe Kim Glaeser, Xuanming Su:
Food Ordering and Delivery: How Platforms and Restaurants Should Split the Pie. 1748-1768 - Peter Morris, Ludovic Phalippou, Betty Wu
:
How Deadly Is Financial Leverage? Evidence from Care Homes During the COVID-19 Crisis. 1769-1795 - Toni Ahnert
, Sebastian Doerr, Nicola Pierri, Yannick Timmer:
Information Technology in Banking and Entrepreneurship. 1796-1813 - Julio Elías, Nicola Lacetera
, Mario Macis:
Is the Price Right? The Role of Economic Trade-Offs in Explaining Reactions to Price Surges. 1814-1834 - Chao Gao, Grace Xing Hu
, Xiaoyan Zhang
:
Uncertainty Risk Resolution Before Earnings Announcements. 1835-1857 - Matthias Kräkel
, Anja Schöttner:
Performance Pay, Internal Control, and Employee Misconduct. 1858-1877 - Mohammed Alyakoob, Mohammad Saifur Rahman:
Market Design Choices, Racial Discrimination, and Equitable Microentrepreneurship in Digital Marketplaces. 1878-1903 - Jens Gudmundsson
, Jens Leth Hougaard
, Jay Sethuraman
:
Managing Cascading Disruptions Through Optimal Liability Assignment. 1904-1917 - Carina Cuculiza, Alok Kumar, Wei Xin, Chendi Zhang
:
Temperature Sensitivity, Mispricing, and Predictable Returns. 1918-1958 - Jie Cao
, Yi Li, Xintong Zhan
, Weiming Zhang, Linyu Zhou:
Carbon Emissions, Mutual Fund Trading, and the Liquidity of Corporate Bonds. 1959-1986 - Alain Chateauneuf, Fabio Maccheroni
, Horst Zank
:
A Separation of Utility and Beliefs Through Betting Consistency. 1987-2005 - Romain Ferrali
:
The Unequal Diffusion of Honesty and Dishonesty in Workplace Networks. 2006-2021 - Cheng Guo
, Merve Bodur
, Joshua A. Taylor:
Copositive Duality for Discrete Energy Markets. 2022-2040 - Shawn Cole
, Martin Melecky
, Florian Mölders
, Tristan Reed:
Long-Run Returns to Private Equity in Emerging Markets. 2041-2063 - Jun Du, Dashan Huang
, Yu-Jane Liu, Yushui Shi, Avanidhar Subrahmanyam, Huacheng Zhang
:
Nominal Prices, Retail Investor Participation, and Return Momentum. 2064-2089 - Bnaya Dreyfuss
, Ofer Glicksohn, Ori Heffetz, Assaf Romm
:
Deferred Acceptance with News Utility. 2090-2110 - James W. Taylor, Xiaochun Meng
:
Angular Combining of Forecasts of Probability Distributions. 2111-2133 - Patrick Bolton, Marcin Kacperczyk
:
Firm Commitments. 2134-2167 - Xuejun Zhao
, Ruihao Zhu, William B. Haskell:
Learning to Price Supply Chain Contracts Against a Learning Retailer. 2168-2187 - Edlira Shehu
, Daniel Zantedeschi
, Prasad A. Naik:
A Method for Asynchronous Time Series Analysis with Marketing Applications. 2188-2208 - Gi H. Kim, Massimo Massa:
Issuer Term Variability, Bond Yield Spreads, and Reaching for Yield. 2209-2227 - Xu Sun, Xiaohan Zhu
:
Dynamic Control of a Make-to-Order System Under Model Uncertainty. 2228-2246 - Hayley Blunden, Ariella Kristal
, Ashley Whillans
, Jaewon Yoon, Hannah Burd, Georgina Bremner, Michael Yeomans
:
Eliciting Advice Instead of Feedback Improves Developmental Input. 2247-2266 - Bo Chen, Dmitriy Knyazev
:
Optimal Discrimination-Free Auctions. 2267-2283 - Onur Bayar
, Thomas J. Chemmanur, Mark H. Liu:
How to Motivate Fundamental Innovation: Optimal Interactions Between Entrepreneurs, Venture Capitalists, and the Government. 2284-2306 - Luyi Yang
, Man Yu:
Too Good To Go: Combating Food Waste with Surprise Clearance. 2307-2325 - Poorya Kabir
, Tianyue Ruan
:
Reducing Racial Disparities in Consumer Credit: Evidence from Anonymous Loan Applications. 2326-2344 - Fernanda Bravo
, Ashvin Gandhi, Jingyuan Hu
, Elisa F. Long:
Closer to Home: A Structural Estimate-Then-Optimize Approach to Improve Access to Healthcare Services. 2345-2363 - Miguel Sousa Lobo, Dai Yao:
Fat Tails in Human Judgment: Empirical Evidence and Implications for the Aggregation of Estimates and Forecasts. 2364-2379 - Kai Zhu
, Qiaoni Shi
, Shrabastee Banerjee
:
Monetizing Platforms: An Empirical Analysis of Supply and Demand Responses to Entry Costs in Two-Sided Markets. 2380-2397 - Rui Dai, Rui Duan, Lilian Ng:
Innovating Green: Competition Meets Regulation. 2398-2426 - Xingyi Li
, Yiting Deng
, Puneet Manchanda
, Bert De Reyck
:
Can Lower(ed) Expert Opinions Lead to Better Consumer Ratings?: The Case of Michelin Stars. 2427-2450 - David S. Koo
, Isabel Yanyan Wang, Shuting Wu:
Memory, Retrieved Context, and Bias in Management Earnings Forecasts. 2451-2476 - Tom Grad
, Christoph Riedl
, Gavin J. Kilduff:
When Rivalry Backfires: How Individual Skill and Risk of Status Loss Moderate the Effects of Rivalry on Performance. 2477-2496 - Ke Na, Terry Shevlin
, Danqing Wang, Wenjia Yan:
Politicians' Ideology, State Intervention, and Corporate Taxation. 2497-2524 - Adrian Fernandez-Perez
, Ana-María Fuertes
, Joëlle Miffre
:
Does Speculation in Futures Markets Improve Commodity Hedging Decisions? 2525-2544 - Aleksi Aaltonen
, Sunil Wattal:
Not Good Enough, but Try Again! The Impact of Improved Rejection Communications on Contributor Retention and Performance in Open Knowledge Collaboration. 2545-2564 - Michele Dathan, Sergei Davydenko:
Debt Issuance in the Era of Passive Investment. 2565-2593 - Ben Lourie
, Devin Shanthikumar, Terry Shevlin
, Chenqi Zhu
:
Effects of the 2021 Expanded Child Tax Credit. 2594-2618 - Xi Chen, David Simchi-Levi, Yining Wang:
Utility Fairness in Contextual Dynamic Pricing with Demand Learning. 2619-2633 - Jing-Zhi Huang
, Xin Li
, Mehmet Saglam, Tong Yu:
Rainy Day Liquidity. 2634-2655 - Laurence Daures
, Sophie Moinas
, Selma Boussetta
:
Click First or Last? Strategic Order Submission During the Euronext Preopening Session. 2656-2679
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