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  • 2025
  • Working Paper

Better Keep the Twenty Dollars: Incentivizing Innovation in Open Source

By: Annamaria Conti, Vansh Gupta, Jorge Guzman and Maria P. Roche
Open source is key to innovation yet is assumed to be done largely through intrinsic motivation. How can we incentivize it? In this paper, we examine the impact of a program providing monetary incentives to motivate innovators to contribute to open source. The Sponsors... View Details
Keywords: Open Source; Innovation; Incentives; Financial Rewards; Crowding Out; Open Source Distribution; Innovation and Invention; Motivation and Incentives; Technology Industry
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Conti, Annamaria, Vansh Gupta, Jorge Guzman, and Maria P. Roche. "Better Keep the Twenty Dollars: Incentivizing Innovation in Open Source." Harvard Business School Working Paper, No. 24-014, September 2023. (Revised January 2025. NBER Working Paper Series, No. 31668, September 2023)
  • March 2020
  • Article

Do Managers Matter? A Natural Experiment from 42 R&D Labs in India

By: Prithwiraj Choudhury, Tarun Khanna and Christos A. Makridis
We exploit plausibly exogenous variation in the staggered entry of new managers into India’s 42 public R&D labs between 1994 and 2006 to study how alignment between the CEO and middle-level managers affect research productivity. We show that the introduction of new lab... View Details
Keywords: Incentives; Innovation; Productivity; Management; Alignment; Research and Development; Innovation and Invention; Performance Productivity; India
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Choudhury, Prithwiraj, Tarun Khanna, and Christos A. Makridis. "Do Managers Matter? A Natural Experiment from 42 R&D Labs in India." Journal of Law, Economics & Organization 36, no. 1 (March 2020): 47–83.
  • August 2013
  • Teaching Note

Multiasistencia: Redefining the Relationship with Its Service Professionals

By: F. Asis Martinez-Jerez
Multiasistencia, a major Spanish BPO of insurance repairs, is changing the relational contract with its service profesionals from a referral model to a guaranteed workload one. View Details
Keywords: Outsourcing; Incentives; Relational Contracts; Business Model; Motivation and Incentives; Job Cuts and Outsourcing; Contracts; Insurance Industry; Spain
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Martinez-Jerez, F. Asis. "Multiasistencia: Redefining the Relationship with Its Service Professionals." Harvard Business School Teaching Note 114-010, August 2013.
  • April 2008
  • Case

Engstrom Auto Mirror Plant: Motivating in Good Times and Bad

By: Michael Beer and Elizabeth Collins
In May 2007, the Engstrom Auto Mirrors plant, a relatively small supplier based in Indiana, faces a crisis. The business was in the second year of a downturn. Sales had started to decline in 2005; a year later, plant manager Ron Bent had been forced to lay off more... View Details
Keywords: Organizational Behavior; Human Resource Management; Incentives; Motivation; Manufacturing; Leadership; Change Management; Employees; Motivation and Incentives; Goals and Objectives; Manufacturing Industry; Indiana
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Beer, Michael, and Elizabeth Collins. "Engstrom Auto Mirror Plant: Motivating in Good Times and Bad." Harvard Business School Brief Case 082-175, April 2008.
  • November 2020
  • Article

Accelerator or Brake? Cash for Clunkers, Household Liquidity, and Aggregate Demand

By: Daniel Green, Brian Melzer, Jonathan Parker and Arcenis Rojas
This paper evaluates the Car Allowance Rebate System (CARS) by comparing the vehicle purchases and disposals of households with eligible "clunkers" to those of households with similar, but ineligible, vehicles. CARS caused roughly 500,000 purchases during the program... View Details
Keywords: Automobiles; Purchasing; Government Incentives; Household; Financial Liquidity; Income; Behavior
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Green, Daniel, Brian Melzer, Jonathan Parker, and Arcenis Rojas. "Accelerator or Brake? Cash for Clunkers, Household Liquidity, and Aggregate Demand." American Economic Journal: Economic Policy 12, no. 4 (November 2020): 178–211.
  • 2023
  • Article

Conduit Incentives: Eliciting Cooperation from Workers Outside of Managers' Control

By: Susanna Gallani
Can managers use monetary incentives to elicit cooperation from workers they cannot reward for their efforts? I study “conduit incentives,” an innovative incentive design, whereby managers influence bonus-ineligible workers’ effort by offering bonus-eligible employees... View Details
Keywords: Organizational Behavior Modification; Peer Monitoring; Persistence Of Performance Improvements; Crowding Out; Implicit Incentives; Compensation; Healthcare; Social Pressure; Image Motivation; Incentives; Motivation; Performance; Behavior; Motivation and Incentives; Compensation and Benefits; Governing Rules, Regulations, and Reforms; Organizational Culture; Health Industry; California
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Gallani, Susanna. "Conduit Incentives: Eliciting Cooperation from Workers Outside of Managers' Control." Accounting Review 93, no. 3 (2023): 1–28.
  • July 31, 2017
  • Article

A Commitment Contract to Achieve Virologic Suppression in Poorly Adherent Patients with HIV/AIDS

By: Marcella Alsan, John Beshears, Wendy S. Armstrong, James J. Choi, Brigitte C. Madrian, Minh Ly T. Nguyen, Carlos Del Rio, David Laibson and Vincent C. Marconi
Objective: Assess whether a commitment contract informed by behavioral economics leads to persistent virologic suppression among HIV-positive patients with poor antiretroviral therapy (ART) adherence. Design: Single-center pilot randomized clinical trial and a... View Details
Keywords: Adherence; Antiretroviral Therapy; Behavioral Economics; Commitment Contract; Financial Incentives; HIV-1 Virologic Suppression; Health Disorders; Motivation and Incentives
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Alsan, Marcella, John Beshears, Wendy S. Armstrong, James J. Choi, Brigitte C. Madrian, Minh Ly T. Nguyen, Carlos Del Rio, David Laibson, and Vincent C. Marconi. "A Commitment Contract to Achieve Virologic Suppression in Poorly Adherent Patients with HIV/AIDS." AIDS 31, no. 12 (July 31, 2017): 1765–1769.
  • June 2013
  • Supplement

Multiasistencia: Redefining the Relationship with its Service Professionals. Spreadsheet Supplement

By: Francisco de Asis Martinez-Jerez
Multiasistencia, a major Spanish BPO of insurance repairs, is changing the relational contract with its service profesionals from a referral model to a guaranteed workload one. View Details
Keywords: Outsourcing; Incentives; Relational Contracts; Business Model; Motivation and Incentives; Job Cuts and Outsourcing; Contracts; Insurance Industry; Spain
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Martinez-Jerez, Francisco de Asis. "Multiasistencia: Redefining the Relationship with its Service Professionals. Spreadsheet Supplement." Harvard Business School Spreadsheet Supplement 113-708, June 2013.
  • June 2015
  • Case

Beacon Group of Hong Kong: Finding Light in the Shadow Education Industry

By: Christopher Marquis, Qi Li and Guy Leung
After more than 25 years of operation, Beacon Group had grown from having 3 small classrooms on the fourth floor of a commercial building, to a network of 21 centers across Hong Kong with over 60,000 students enrolled per year. The key long-term challenge for the... View Details
Keywords: Online Education; Education; Tutoring; Incentives; Hong Kong; Motivation and Incentives; Internet and the Web; Family Business; Education Industry; Hong Kong
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Marquis, Christopher, Qi Li, and Guy Leung. "Beacon Group of Hong Kong: Finding Light in the Shadow Education Industry." Harvard Business School Case 415-082, June 2015.
  • November 2009
  • Article

Organizational Design and Control across Multiple Markets: The Case of Franchising in the Convenience Store Industry

By: Dennis Campbell, Srikant M. Datar and Tatiana Sandino
Many companies operate units that are dispersed across different types of markets, and thus serve significantly diverging customer bases. Such market-type dispersion is likely to compromise the headquarter's ability to control its local managers' behavior and satisfy... View Details
Keywords: Market Dispersion; Decentralization; Incentives; Business Headquarters; Geographic Location; Governance Controls; Distribution; Organizational Design; Franchise Ownership; Retail Industry
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Campbell, Dennis, Srikant M. Datar, and Tatiana Sandino. "Organizational Design and Control across Multiple Markets: The Case of Franchising in the Convenience Store Industry." Accounting Review 84, no. 6 (November 2009): 1749–1779.
  • December 2013
  • Article

Legislating Stock Prices

By: Lauren Cohen, Karl Diether and Christopher Malloy
We demonstrate that legislation has a simple, yet previously undetected impact on stock prices. Exploiting the voting record of legislators whose constituents are the affected industries, we show that the votes of these "interested" legislators capture important... View Details
Keywords: Legislator Incentives; Voting; Return Predictability; Lobbying; Motivation and Incentives; Government Legislation; Stocks
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Cohen, Lauren, Karl Diether, and Christopher Malloy. "Legislating Stock Prices." Journal of Financial Economics 110, no. 3 (December 2013): 574–595. (Winner of Fama-DFA Prize for the Best Paper Published in the Journal of Financial Economics in Asset Pricing (Distinguished Paper) 2013.)
  • 2024
  • Article

Beyond the 510(k): The Regulation of Novel Moderate-Risk Medical Devices, Intellectual Property Considerations, and Innovation Incentives in the FDA’s De Novo Pathway

By: Mateo Aboy, Cristina Crespo and Ariel Stern
Moderate-risk medical devices constitute 99% of those that have been regulated by the U.S. Food and Drug Administration (FDA) since it gained authority to regulate medical technology nearly five decades ago. This article presents an analysis of the interaction between... View Details
Keywords: Governing Rules, Regulations, and Reforms; Health Care and Treatment; Technology Adoption; Technological Innovation; Safety; Medical Devices and Supplies Industry; United States
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Aboy, Mateo, Cristina Crespo, and Ariel Stern. "Beyond the 510(k): The Regulation of Novel Moderate-Risk Medical Devices, Intellectual Property Considerations, and Innovation Incentives in the FDA’s De Novo Pathway." Art. 29. npj Digital Medicine 7 (2024).
  • November–December 2014
  • Article

Accountable? The Problems and Solutions of Online Ad Optimization

By: Benjamin Edelman
Online advertising might seem to be the most measurable form of marketing ever invented. Comprehensive records can track who clicked what ad—and often who saw what ad—to compare those clicks with users' subsequent purchases. Ever-cheaper IT makes this tracking... View Details
Keywords: Online Advertising; Fraud; Optimization; Incentives; Digital Marketing; Contracts; Marketing Strategy; Organizational Design
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Edelman, Benjamin. "Accountable? The Problems and Solutions of Online Ad Optimization." IEEE Security & Privacy 12, no. 6 (November–December 2014): 102–107.
  • Research Summary

Performance Management Systems in Healthcare

By: Susanna Gallani
Performance management in healthcare provider organizations presents particular challehges, motivate by historical industry practices, market structures and dynamics, and cultural peculiarities. Through her research studies and case studies, Prof. Gallani explores... View Details
Keywords: Performance Management; Compensation; Incentive Systems; Burnout; Health Industry
  • May 2019
  • Supplement

Amazon's HQ2 (C): Choices

By: Karen Mills and Jan W. Rivkin
This supplement discusses Amazon’s 2018 decision to split its HQ2 between two locations--Long Island City in New York and National Landing outside Washington, DC—as well as the ensuing response from local politicians and the public. View Details
Keywords: Economic Development; Headquarters; Local Government; Incentives; Business Headquarters; Business and Government Relations; Development Economics
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Mills, Karen, and Jan W. Rivkin. "Amazon's HQ2 (C): Choices." Harvard Business School Supplement 719-465, May 2019.
  • 2017
  • Working Paper

Biased Beliefs About Random Samples: Evidence from Two Integrated Experiments

By: Daniel J. Benjamin, Don A. Moore and Matthew Rabin
This paper describes results of a pair of incentivized experiments on biases in judgments about random samples. Consistent with the Law of Small Numbers (LSN), participants exaggerated the likelihood that short sequences and random subsets of coin flips would be... View Details
Keywords: Probability; Economic Theory; Analysis; Incentives
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Benjamin, Daniel J., Don A. Moore, and Matthew Rabin. "Biased Beliefs About Random Samples: Evidence from Two Integrated Experiments." NBER Working Paper Series, No. 23927, October 2017.
  • September 2017
  • Article

Winning the War for Talent: Modern Motivational Methods for Attracting and Retaining Employees

By: Anais Thibault-Landry, Allan Schweyer and Ashley V. Whillans
Given the struggle that many organizations face hiring and retaining talent in today's tight labor market, it is critical to understand how to effectively reward employees. To address this question, we review relevant evidence that explains the importance of workplace... View Details
Keywords: Rewards; Total Reward Strategies; Incentives; Recognition; Motivation; Psychological Needs; Employees; Retention; Motivation and Incentives; Working Conditions
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Thibault-Landry, Anais, Allan Schweyer, and Ashley V. Whillans. "Winning the War for Talent: Modern Motivational Methods for Attracting and Retaining Employees." Compensation & Benefits Review 49, no. 4 (September 2017): 230–246.
  • April 2008
  • Teaching Note

Engstrom Auto Mirror Plant: Motivating in Good Times and Bad (Brief Case)

By: Michael Beer and Elizabeth Collins
Teaching note for case # 2175 View Details
Keywords: Organizational Behavior; Human Resource Management; Incentives; Motivation; Manufacturing; Motivation and Incentives; Leadership; Change Management; Production; Organizations; Human Resources; Manufacturing Industry
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Beer, Michael, and Elizabeth Collins. "Engstrom Auto Mirror Plant: Motivating in Good Times and Bad (Brief Case)." Harvard Business School Teaching Note 082-176, April 2008.
  • June 2016
  • Article

Corporate Governance and Executive Compensation for Corporate Social Responsibility

By: Bryan Hong, Zhichuan (Frank) Li and Dylan B. Minor
We link the corporate governance literature in financial economics to the agency cost perspective of corporate social responsibility (CSR) to derive theoretical predictions about the relationship between corporate governance and the existence of executive compensation... View Details
Keywords: Corporate Social Responsibility; Incentives For CSR; Non-financial Performance Measures; Agency Costs; Board Independence; Institutional Holdings; Managerial Power; Motivation and Incentives; Corporate Social Responsibility and Impact; Executive Compensation; Corporate Governance
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Hong, Bryan, Zhichuan (Frank) Li, and Dylan B. Minor. "Corporate Governance and Executive Compensation for Corporate Social Responsibility." Journal of Business Ethics 136, no. 1 (June 2016): 199–213.
  • Summer 2021
  • Article

Predictable Country-level Bias in the Reporting of COVID-19 Deaths

By: Botir Kobilov, Ethan Rouen and George Serafeim
We examine whether a country’s management of the COVID-19 pandemic relate to the downward biasing of the number of reported deaths from COVID-19. Using deviations from historical averages of the total number of monthly deaths within a country, we find that the... View Details
Keywords: COVID-19; Deaths; Reporting; Incentives; Government Policy; Health Pandemics; Health Care and Treatment; Country; Crisis Management; Outcome or Result; Reports; Policy
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Kobilov, Botir, Ethan Rouen, and George Serafeim. "Predictable Country-level Bias in the Reporting of COVID-19 Deaths." Journal of Government and Economics 2 (Summer 2021).
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