Volume 72 · Issue 1

January 202641 articles

Algorithm Aversion: Evidence from Ridesharing Drivers

Meng Liu · Xiaocheng Tang · Siyuan Xia · Shuo Zhang · Yuting Zhu · Qianying Meng

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January 2026pp. 193-203DOI: 10.1287/mnsc.2022.02475 ↗

Algorithm Reliance: Fast and Slow

Clare Snyder · Samantha Keppler · Stephen Leider

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January 2026pp. 368-385DOI: 10.1287/mnsc.2023.01989 ↗

Algorithmic Precision and Human Decision: A Study of Interactive Optimization for School Schedules

Arthur Delarue · Zhen Lian · Sebastien Martin

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January 2026pp. 148-166DOI: 10.1287/mnsc.2024.05834 ↗

Artificial Intelligence, Lean Startup Method, and Product Innovations

Xiaoning Wang · Lynn Wu

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January 2026pp. 756-782DOI: 10.1287/mnsc.2022.03905 ↗

Aversion to Hiring Algorithms: Transparency, Gender Profiling, and Self-Confidence

Marie-Pierre Dargnies · Rustamdjan Hakimov · Dorothea Kübler

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January 2026pp. 285-301DOI: 10.1287/mnsc.2022.02774 ↗

Behavioral Externalities of Process Automation

Ruth Beer · Anyan Qi · Ignacio Rios

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January 2026pp. 575-593DOI: 10.1287/mnsc.2024.05408 ↗

Can Artificial Intelligence Improve Gender Equality? Evidence from a Natural Experiment

Leo Bao · Difang Huang · Chen Lin

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January 2026pp. 474-494DOI: 10.1287/mnsc.2022.02787 ↗

Digital Lyrebirds: Experimental Evidence That Voice-Based Deep Fakes Influence Trust

Scott Schanke · Gordon Burtch · Gautam Ray

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January 2026pp. 386-405DOI: 10.1287/mnsc.2022.03316 ↗

Editorial Board

Authors not recorded

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January 2026pp. iv-viDOI: 10.1287/mnsc.2026.eb.v72n1 ↗

Engaging Customers with AI in Online Chats: Evidence from a Randomized Field Experiment

Shunyuan Zhang · Das Narayandas

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January 2026pp. 73-95DOI: 10.1287/mnsc.2022.03920 ↗

Human-Algorithm Collaboration with Private Information: Naïve Advice-Weighting Behavior and Mitigation

Maya Balakrishnan · Kris Johnson Ferreira · Jordan Tong

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January 2026pp. 265-284DOI: 10.1287/mnsc.2022.03850 ↗

Human-Centered Artificial Intelligence: A Field Experiment

Sebastian Krakowski · Darek Haftor · Johannes Luger · Natallia Pashkevich · Sebastian Raisch

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January 2026pp. 57-72DOI: 10.1287/mnsc.2022.03849 ↗

Human-Robot Interactions in Investment Decisions

Milo Bianchi · Marie Brière

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January 2026pp. 14-31DOI: 10.1287/mnsc.2022.03886 ↗

Humans’ Use of AI Assistance: The Effect of Loss Aversion on Willingness to Delegate Decisions

Jesse C. Bockstedt · Joseph R. Buckman

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January 2026pp. 323-342DOI: 10.1287/mnsc.2024.05585 ↗

Human–Algorithmic Bias: Source, Evolution, and Impact

Xiyang Hu · Yan Huang · Beibei Li · Tian Lu

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January 2026pp. 495-514DOI: 10.1287/mnsc.2022.03862 ↗

Identity Disclosure and Anthropomorphism in Voice Chatbot Design: A Field Experiment

Yuqian Xu · Hongyan Dai · Wanfeng Yan

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January 2026pp. 223-241DOI: 10.1287/mnsc.2022.03833 ↗

Improving Human Sequential Decision Making with Reinforcement Learning

Hamsa Bastani · Osbert Bastani · Wichinpong Park Sinchaisri

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January 2026pp. 733-755DOI: 10.1287/mnsc.2022.02455 ↗

Incentives, Framing, and Reliance on Algorithmic Advice: An Experimental Study

Ben Greiner · Philipp Grünwald · Thomas Lindner · Georg Lintner · Martin Wiernsperger

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January 2026pp. 302-322DOI: 10.1287/mnsc.2022.02777 ↗

Interacting with Man or Machine: When Do Humans Reason Better?

Ralph-Christopher Bayer · Ludovic Renou

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January 2026pp. 594-608DOI: 10.1287/mnsc.2023.03315 ↗

Introduction to the Special Issue on the Human-Algorithm Connection

Felipe Caro · Jean-Edouard Colliard · Elena Katok · Axel Ockenfels · Nicolas Stier-Moses · Catherine Tucker · D. J. Wu

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January 2026pp. 1-13DOI: 10.1287/mnsc.2023.intro.v72.n1 ↗

Is Your Machine Better Than You? You May Never Know

Francis de Véricourt · Huseyin Gurkan

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January 2026pp. 558-574DOI: 10.1287/mnsc.2023.4791 ↗

Learning to Be Fair: A Consequentialist Approach to Equitable Decision Making

Alex Chohlas-Wood · Madison Coots · Henry Zhu · Emma Brunskill · Sharad Goel

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January 2026pp. 456-473DOI: 10.1287/mnsc.2022.00345 ↗

Managerial Insight and “Optimal” Algorithms

Blair Flicker

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January 2026pp. 128-147DOI: 10.1287/mnsc.2022.03919 ↗

My Advisor, Her AI, and Me: Evidence from a Field Experiment on Human–AI Collaboration and Investment Decisions

Cathy (Liu) Yang · Kevin Bauer · Xitong Li · Oliver Hinz

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January 2026pp. 242-264DOI: 10.1287/mnsc.2022.03918 ↗

Offline Reinforcement Learning for Human-Guided Human-Machine Interaction with Private Information

Zuyue Fu · Zhengling Qi · Zhuoran Yang · Zhaoran Wang · Lan Wang

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January 2026pp. 646-666DOI: 10.1287/mnsc.2022.04112 ↗

On Statistical Discrimination as a Failure of Social Learning: A Multiarmed Bandit Approach

Junpei Komiyama · Shunya Noda

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January 2026pp. 442-455DOI: 10.1287/mnsc.2022.00893 ↗

Profit Implications of Judgmental Adjustments to Forecast Inputs: Evidence from a Large-Scale Field Experiment

Saravanan Kesavan · Tarun Kushwaha · Dayton Steele

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January 2026pp. 119-127DOI: 10.1287/mnsc.2024.06321 ↗

Reciprocal Human-Machine Learning: A Theory and an Instantiation for the Case of Message Classification

Dov Te’eni · Inbal Yahav · Alexely Zagalsky · David Schwartz · Gahl Silverman · Daniel Cohen · Yossi Mann · Dafna Lewinsky

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January 2026pp. 167-192DOI: 10.1287/mnsc.2022.03518 ↗

Reskilling the Workforce for AI: Domain Expertise and Algorithmic Literacy

Prasanna B. Tambe

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January 2026pp. 515-537DOI: 10.1287/mnsc.2022.03968 ↗

Roles of Artificial Intelligence in Collaboration with Humans: Automation, Augmentation, and the Future of Work

Andreas Fügener · Dominik D. Walzner · Alok Gupta

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January 2026pp. 538-557DOI: 10.1287/mnsc.2024.05684 ↗

Speaking in Private: Privacy Expectations Depend on Communication Modality

Johann Melzner · Andrea Bonezzi · Tom Meyvis

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January 2026pp. 723-732DOI: 10.1287/mnsc.2022.03954 ↗

Strategic Inattention in Product Search

Adrian Hillenbrand · Svenja Hippel

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January 2026pp. 693-722DOI: 10.1287/mnsc.2022.03413 ↗

Strategic Responses to Algorithmic Recommendations: Evidence from Hotel Pricing

Daniel Garcia · Juha Tolvanen · Alexander K. Wagner

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January 2026pp. 609-626DOI: 10.1287/mnsc.2022.03740 ↗

The Best Decisions Are Not the Best Advice: Making Adherence-Aware Recommendations

Julien Grand-Clément · Jean Pauphilet

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January 2026pp. 667-692DOI: 10.1287/mnsc.2023.01851 ↗

The Fairness of Credit Scoring Models

Christophe Hurlin · Christophe Pérignon · Sébastien Saurin

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January 2026pp. 406-425DOI: 10.1287/mnsc.2022.03888 ↗

The Gatekeeper Effect: The Implications of Pre-Screening, Self-Selection, and Bias for Hiring Processes

Moran Koren

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January 2026pp. 426-441DOI: 10.1287/mnsc.2021.03918 ↗

The Power of Disagreement: A Field Experiment to Investigate Human–Algorithm Collaboration in Loan Evaluations

Hongchang Wang · Yingjie Zhang · Tian Lu

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January 2026pp. 96-118DOI: 10.1287/mnsc.2022.03844 ↗

Till Tech Do Us Part: Betrayal Aversion and Its Role in Algorithm Use

Cameron Kormylo · Idris Adjerid · Sheryl Ball · Can Dogan

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January 2026pp. 343-367DOI: 10.1287/mnsc.2022.03510 ↗

Trading Gamification and Investor Behavior

Philipp Chapkovski · Mariana Khapko · Marius Zoican

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January 2026pp. 32-56DOI: 10.1287/mnsc.2022.02650 ↗

Using AI and Behavioral Finance to Cope with Limited Attention and Reduce Overdraft Fees

Daniel Ben-David · Ido Mintz · Orly Sade

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January 2026pp. 204-222DOI: 10.1287/mnsc.2022.00304 ↗

When Emotion AI Meets Strategic Users

Yifan Yu · Wendao Xue · Lin Jia · Yong Tan

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January 2026pp. 627-645DOI: 10.1287/mnsc.2022.02860 ↗