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      • Faculty Publications  (906)

      MotivationRemove Motivation →

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      • August 5, 2025
      • Article

      Data-driven Equation Discovery Reveals Nonlinear Reinforcement Learning in Humans

      By: Kyle J. LaFollette, Janni Yuval, Roey Schurr, David Melnikoff and Amit Goldenberg
      Computational models of reinforcement learning (RL) have significantly contributed to our understanding of human behavior and decision-making. Traditional RL models, however, often adopt a linear approach to updating reward expectations, potentially oversimplifying the... View Details
      Keywords: AI and Machine Learning; Behavior; Learning; Motivation and Incentives; Mathematical Methods
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      LaFollette, Kyle J., Janni Yuval, Roey Schurr, David Melnikoff, and Amit Goldenberg. "Data-driven Equation Discovery Reveals Nonlinear Reinforcement Learning in Humans." Proceedings of the National Academy of Sciences 122, no. 31 (August 5, 2025).
      • July 2025
      • Case

      ICARE: Frontline Leadership at Michelin

      By: Hubert Joly and Emilie Billaud
      In 2025, Michelin CEO Florent Menegaux reflected on the company’s transformation since taking the helm in 2019. Amid a volatile global landscape marked by inflation, rising competition, and geopolitical and sustainability pressures, Michelin had achieved strong... View Details
      Keywords: Human Capital; Transformation; Management Practices and Processes; Managerial Roles; Organizational Culture; Leadership; Competency and Skills; Global Strategy; Multinational Firms and Management; Human Resources; Compensation and Benefits; Recruitment; Retention; Employee Relationship Management; Working Conditions; Leading Change; Growth and Development Strategy; Groups and Teams; Motivation and Incentives; Well-being; Auto Industry; Manufacturing Industry; Europe; China; United States
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      Joly, Hubert, and Emilie Billaud. "ICARE: Frontline Leadership at Michelin." Harvard Business School Case 326-024, July 2025.
      • July–August 2025
      • Article

      Passion Penalizes Women and Advantages (Unexceptional) Men in High-Potential Designations

      By: Joyce He, Jon M. Jachimowicz and Celia Moore
      High potential programs offer a swift path up the corporate ladder for those who secure a place on them. However, the evaluation of “potential” occurs under considerable uncertainty, creating fertile ground for gender bias. We document that men are more likely than... View Details
      Keywords: Passion; Potential; Gender; Motivation and Incentives; Performance; Talent and Talent Management
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      He, Joyce, Jon M. Jachimowicz, and Celia Moore. "Passion Penalizes Women and Advantages (Unexceptional) Men in High-Potential Designations." Organization Science 36, no. 4 (July–August 2025): 1438–1465.
      • June 2025
      • Case

      From Single Stock to Diversified Portfolio: Mastercard Foundation's $42 Billion Asset Management Launch

      By: Luis M. Viceira and Justin Cohen
      This case examines the decision of the Mastercard Foundation in 2023 to divest its holdings of Mastercard stock, its only asset since inception in 2006 and worth $42 billion in early 2024, and to invest the proceeds in a newly designed diversified portfolio. To this... View Details
      Keywords: Asset Management; Financial Liquidity; Financial Strategy; Investment Portfolio; Corporate Governance; Selection and Staffing; Risk Management; Organizational Culture; Organizational Structure; Motivation and Incentives
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      Viceira, Luis M., and Justin Cohen. "From Single Stock to Diversified Portfolio: Mastercard Foundation's $42 Billion Asset Management Launch." Harvard Business School Case 225-096, June 2025.
      • May 2025
      • Article

      Punitive but Discerning: Reputation Can Fuel Ambiguously-Deserved Punishment, but Does Not Erode Sensitivity to Nuance

      By: Jillian J. Jordan and Nour S. Kteily
      The desire to appear virtuous can motivate people to punish wrongdoers, a desirable outcome when punishment is clearly deserved. Yet claims that “virtue signaling” is fueling a culture of outrage suggest that reputation concerns may inspire even potentially unmerited... View Details
      Keywords: Outrage; Signaling; Ideology; Moralistic Punishment; Reputation; Moral Sensibility
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      Jordan, Jillian J., and Nour S. Kteily. "Punitive but Discerning: Reputation Can Fuel Ambiguously-Deserved Punishment, but Does Not Erode Sensitivity to Nuance." Journal of Personality and Social Psychology 128, no. 5 (May 2025): 1072–1102.
      • 2025
      • Working Paper

      Small Business Innovation Applied to National Needs

      By: Kyle Myers, Lauren Lanahan and Evan E. Johnson
      Small businesses have long supplied a disproportionate share of major innovations in the United States. We review a centerpiece policy on this topic: the U.S. Small Business Innovation Research (SBIR) program. We trace its legislative history and summarize program... View Details
      Keywords: Small Business; Innovation and Invention; Government Legislation; Entrepreneurial Finance; Business and Government Relations
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      Myers, Kyle, Lauren Lanahan, and Evan E. Johnson. "Small Business Innovation Applied to National Needs." Harvard Business School Working Paper, No. 25-062, June 2025.
      • June 2025
      • Case

      The Venetian Resort: Frontline Engagement as Value Driver

      By: Hubert Joly, Leonard A. Schlesinger, Laura Zhang and Matthew Keeley
      In the aftermath of the COVID pandemic, private equity firm Apollo Global Management completed the acquisition of The Venetian Resort, one of the most successful and opulent institutions on the Las Vegas Strip. Apollo executives appointed Patrick Nichols, a career... View Details
      Keywords: Mergers and Acquisitions; Private Equity; Compensation and Benefits; Measurement and Metrics; Performance; Motivation and Incentives; Las Vegas
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      Joly, Hubert, Leonard A. Schlesinger, Laura Zhang, and Matthew Keeley. "The Venetian Resort: Frontline Engagement as Value Driver." Harvard Business School Case 325-118, June 2025.
      • May 2025
      • Article

      Imagining the Future: Memory, Simulation and Beliefs

      By: Pedro Bordalo, Giovanni Burro, Katherine B. Coffman, Nicola Gennaioli and Andrei Shleifer
      How do people form beliefs about novel risks, with which they have little or no experience? Motivated by survey data on beliefs about Covid we collected in 2020, we build a model based on the psychology of selective memory. When a person thinks about an event,... View Details
      Keywords: Expectations; Memory; COVID-19 Pandemic; Risk and Uncertainty; Cognition and Thinking
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      Bordalo, Pedro, Giovanni Burro, Katherine B. Coffman, Nicola Gennaioli, and Andrei Shleifer. "Imagining the Future: Memory, Simulation and Beliefs." Review of Economic Studies 92, no. 3 (May 2025): 1532–1563.
      • 2025
      • Working Paper

      Race, Rental Yields, and Housing Decay in Manhattan

      By: Tom Nicholas and Christophe Spaenjers
      We develop a new dataset on real estate transactions in Manhattan (1912–1939), linked to federal Census records (1930 and 1940) and property images used for tax assessment purposes (around 1940 and 1980). We analyze investor returns and incentives to maintain... View Details
      Keywords: Housing Markets; Rental Yields; Urban Decay; Manhattan; Race; Equality and Inequality; Investment Return; Motivation and Incentives; Real Estate Industry; New York (city, NY)
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      Nicholas, Tom, and Christophe Spaenjers. "Race, Rental Yields, and Housing Decay in Manhattan." Working Paper, May 2025.
      • May–June 2025
      • Article

      Why Should Organizational Scholars Study Migration?

      By: Exequiel Hernandez, Prithwiraj Choudhury, Elena Kulchina, Dan Wang, J. Miles Shaver, Mary Zellmer-Bruhn and Tarun Khanna
      Migration is one of the most significant forces shaping economies and societies, yet it remains largely understudied in organizational research. At the same time, scholars in other fields with long traditions of studying migration tend to overlook the essential role of... View Details
      Keywords: Research; Immigration; Organizations
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      Hernandez, Exequiel, Prithwiraj Choudhury, Elena Kulchina, Dan Wang, J. Miles Shaver, Mary Zellmer-Bruhn, and Tarun Khanna. "Why Should Organizational Scholars Study Migration?" Organization Science 36, no. 3 (May–June 2025): 1021–1046.
      • April 2025 (Revised June 2025)
      • Supplement

      Arla Foods: Data-Driven Decarbonization (A) and (B) PowerPoint Supplement

      By: Michael Parzen, Michael W. Toffel and Susan Pinckney
      The case describes Arla’s history, in particular its climate change mitigation efforts, and how it implemented a price incentive system to motivate individual farms to implement scope 1 greenhouse gas emissions mitigation measures and receive a higher milk price. The... View Details
      Keywords: Dairy Industry; Animal-Based Agribusiness; Analysis; Climate Change; Environmental Sustainability; Price; Cooperative Ownership; Motivation and Incentives; Food and Beverage Industry; Agriculture and Agribusiness Industry; Europe; European Union; United Kingdom; Germany; Denmark; Sweden; Netherlands; Luxembourg; Belgium
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      Parzen, Michael, Michael W. Toffel, and Susan Pinckney. "Arla Foods: Data-Driven Decarbonization (A) and (B) PowerPoint Supplement." Harvard Business School PowerPoint Supplement 625-106, April 2025. (Revised June 2025.)
      • April 2025
      • Case

      The CHIPS Program Office (Abridged)

      By: Mitch Weiss and Sebastian Negron-Reichard
      In February 2023, U.S. Commerce Secretary Gina Raimondo weighed signing off on a Notice of Funding Opportunity (“NOFO”) with at least one unconventional provision: a pre-application (“pre-app”) to the actual application for parts of $39 billion in direct semiconductor... View Details
      Keywords: Entrepreneurship; Public Sector; Government Administration; Government Legislation; Motivation and Incentives; Semiconductor Industry; Public Administration Industry; United States
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      Weiss, Mitch, and Sebastian Negron-Reichard. "The CHIPS Program Office (Abridged)." Harvard Business School Case 825-192, April 2025.
      • April 2025
      • Case

      Giving Up on a Passion: Elizabeth Rowe at the Boston Symphony Orchestra

      By: Jon M. Jachimowicz, Maisie Wiltshire-Gordon and Alexis Lefort
      For 20 years, Elizabeth Rowe was a world-renowned principal flutist with the Boston Symphony Orchestra. But in 2024, Rowe decided to leave her position to pursue a new full-time career as a leadership coach. At 50, Rowe was well under the typical retirement age, and,... View Details
      Keywords: Arts; Small Business; Social Media; Cost vs Benefits; Decision Choices and Conditions; Decisions; Learning; Music Entertainment; Values and Beliefs; Creativity; Happiness; Identity; Interests; Satisfaction; Motivation and Incentives; Prejudice and Bias; Reputation; Culture; Resignation and Termination; Personal Development and Career; Consulting Industry; Fine Arts Industry; Music Industry; United States
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      Jachimowicz, Jon M., Maisie Wiltshire-Gordon, and Alexis Lefort. "Giving Up on a Passion: Elizabeth Rowe at the Boston Symphony Orchestra." Harvard Business School Case 425-037, April 2025.
      • April 2025
      • Article

      Gender and Preferences for Performance Feedback

      By: Katherine Baldiga Coffman and David Klinowski
      Across multiple studies, we investigate whether there are gender differences in preferences for receiving performance feedback. We vary many features of the feedback context: whether the performance task is a cognitive test or a mock interview, whether the feedback is... View Details
      Keywords: Feedback; Gender; Cognition and Thinking; Motivation and Incentives; Behavior
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      Coffman, Katherine Baldiga, and David Klinowski. "Gender and Preferences for Performance Feedback." Management Science 71, no. 4 (April 2025): 3497–3516.
      • March 2025
      • Case

      Sarojini Naidu: Courage of the Nightingale

      By: Ranjay Gulati, Malini Sen and Anjali Raina
      Indian poet and freedom fighter and mother of four, Sarojini (Chattopadhyay) Naidu, could not hold back. As the protestors marched ahead without retaliating against the police’s blows, she stepped forward to join them. A British officer approached Naidu and touched her... View Details
      Keywords: Gender; Leadership; Personal Development and Career; Motivation and Incentives; Power and Influence; Government and Politics; India; Asia
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      Gulati, Ranjay, Malini Sen, and Anjali Raina. "Sarojini Naidu: Courage of the Nightingale." Harvard Business School Case 425-085, March 2025.
      • 2025
      • Working Paper

      The Cybernetic Teammate: A Field Experiment on Generative AI Reshaping Teamwork and Expertise

      By: Fabrizio Dell'Acqua, Charles Ayoubi, Hila Lifshitz, Raffaella Sadun, Ethan Mollick, Lilach Mollick, Yi Han, Jeff Goldman, Hari Nair, Stew Taub and Karim R. Lakhani
      We examine how artificial intelligence transforms the core pillars of collaboration— performance, expertise sharing, and social engagement—through a pre-registered field experiment with 776 professionals at Procter & Gamble, a global consumer packaged goods company.... View Details
      Keywords: Artificial Intelligence; Teamwork; Human-machine Interaction; Productivity; Skills; Innovation; Field Experiment; AI and Machine Learning; Groups and Teams; Competency and Skills; Performance Productivity; Collaborative Innovation and Invention; Product Development
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      Dell'Acqua, Fabrizio, Charles Ayoubi, Hila Lifshitz, Raffaella Sadun, Ethan Mollick, Lilach Mollick, Yi Han, Jeff Goldman, Hari Nair, Stew Taub, and Karim R. Lakhani. "The Cybernetic Teammate: A Field Experiment on Generative AI Reshaping Teamwork and Expertise." Harvard Business School Working Paper, No. 25-043, March 2025.
      • 2025
      • Working Paper

      Incentive-Compatible Recovery from Manipulated Signals, with Applications to Decentralized Physical Infrastructure

      By: Jason Milionis, Jens Ernstberger, Joseph Bonneau, Scott Duke Kominers and Tim Roughgarden
      We introduce the first formal model capturing the elicitation of unverifiable information from a party (the "source") with implicit signals derived by other players (the "observers"). Our model is motivated in part by applications in decentralized physical... View Details
      Keywords: Mathematical Methods; Infrastructure; Information Infrastructure
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      Milionis, Jason, Jens Ernstberger, Joseph Bonneau, Scott Duke Kominers, and Tim Roughgarden. "Incentive-Compatible Recovery from Manipulated Signals, with Applications to Decentralized Physical Infrastructure." Working Paper, March 2025.
      • March 2025
      • Article

      Boomerasking: Answering Your Own Questions

      By: Alison Wood Brooks and Michael Yeomans
      Humans spend much of their lives in conversation, where they tend to hold many simultaneous motives. We examine two fundamental desires: to be responsive to a partner and to disclose about oneself. We introduce one pervasive way people attempt to reconcile these... View Details
      Keywords: Interpersonal Communication; Motivation and Incentives; Perception; Behavior
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      Brooks, Alison Wood, and Michael Yeomans. "Boomerasking: Answering Your Own Questions." Journal of Experimental Psychology: General 154, no. 3 (March 2025): 864–893.
      • 2025
      • Working Paper

      Unwinding Loan Prospecting Pressure Through Renegotiation: The Role of Loan Officer Changes in Debt Contracting

      By: Jung Koo Kang, Regina Wittenberg Moerman and Jessie Cheong
      We examine the impact of loan officer changes on debt contract design. Loan officers play a critical role in initiating and maintaining lending relationships but also face pressure to originate more loans, incentivizing them to offer loan terms more favorable than... View Details
      Keywords: Financing and Loans; Borrowing and Debt; Contracts; Negotiation; Motivation and Incentives
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      Kang, Jung Koo, Regina Wittenberg Moerman, and Jessie Cheong. "Unwinding Loan Prospecting Pressure Through Renegotiation: The Role of Loan Officer Changes in Debt Contracting." Working Paper, March 2025.
      • January 2025
      • Supplement

      Go Mobile: Aligning District Managers and Store Teams (B)

      By: Tatiana Sandino and Samuel Grad
      In January 2025, Modi reflects on the past decade of Go Mobile and looks ahead to new growth strategies. View Details
      Keywords: Employee Relationship Management; Mobile and Wireless Technology; Growth Management; Organizational Design; Organizational Structure; Salesforce Management; Motivation and Incentives; Management Practices and Processes; Growth and Development Strategy; Telecommunications Industry; India
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      Sandino, Tatiana, and Samuel Grad. "Go Mobile: Aligning District Managers and Store Teams (B)." Harvard Business School Supplement 125-077, January 2025.
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