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      • 1965
      • Article

      Group Decision Making: A Report of an Experimental Study

      By: Joseph L. Bower
      When a group of people must decide on some one action, such as where shall we go out to dinner, or in an investment club which stock shall we buy, how do the individual members come to a decision that affords the best resolution of the question at hand for the group as... View Details
      Keywords: Groups and Teams; Decision Making; Conflict Management
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      Bower, Joseph L. "Group Decision Making: A Report of an Experimental Study." Behavioral Science 10, no. 3 (1965): 277–289.
      • December 1961 (Revised January 1994)
      • Case

      Plowman Poultry Farm

      By: Samuel L. Hayes III
      A poultry farmer wanted to expand production greatly and sought a large extension of his line of credit from his bank in addition to his existing loan on which he had not made payment. The Board of Directors must review a detailed account of events leading to this... View Details
      Keywords: Governing and Advisory Boards; Animal-Based Agribusiness; Expansion; Decision Choices and Conditions; Financing and Loans; Commercial Banking; Agriculture and Agribusiness Industry
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      Hayes, Samuel L., III. "Plowman Poultry Farm." Harvard Business School Case 262-003, December 1961. (Revised January 1994.)
      • Research Summary

      Adoption of Machine Learning Models in Real World Decision Making

      By: Himabindu Lakkaraju
      The goal of this research is to assess the impact of deploying machine learning models in real world decision making in domains such as health care. View Details
      • Forthcoming
      • Article

      An AI Method to Score Celebrity Visual Potential from Human Faces

      By: Flora Feng, Shunyuan Zhang, Xiao Liu, Kannan Srinivasan and Cait Lamberton
      It has long been a mantra of marketing practice that, particularly in low-involvement situations, spokespeople should be physically attractive. This paper suggests there is a higher probability of gaining fame and influence (i.e., celebrity potential) than is captured... View Details
      Keywords: Personal Characteristics; AI and Machine Learning; Forecasting and Prediction; Marketing
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      Feng, Flora, Shunyuan Zhang, Xiao Liu, Kannan Srinivasan, and Cait Lamberton. "An AI Method to Score Celebrity Visual Potential from Human Faces." Journal of Marketing Research (JMR) (forthcoming). (Pre-published online February 12, 2025.)
      • 2023
      • Chapter

      Analyzing Human Decisions and Machine Predictions in Bail Decision Making

      By: Jon Kleinberg, Himabindu Lakkaraju, Jure Leskovec, Jens Ludwig and Sendhil Mullainathan
      BOOK ABSTRACT: Oriented toward the introductory student, The Inequality Reader is the essential textbook for today's undergraduate courses. The editors have assembled the most important classic and contemporary readings about how poverty and inequality are... View Details
      Keywords: Equality and Inequality
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      Kleinberg, Jon, Himabindu Lakkaraju, Jure Leskovec, Jens Ludwig, and Sendhil Mullainathan. "Analyzing Human Decisions and Machine Predictions in Bail Decision Making." In The Inequality Reader: Contemporary and Foundational Readings in Race, Class, and Gender. 3rd edition, edited by David B. Grusky and Szonja Szelényi. Routledge, forthcoming.
      • Forthcoming
      • Article

      Asymmetric Mass Mobilization and the Vincibility of Democracy in Hungary

      By: Laura Jakli, Béla Greskovits and Jason Wittenberg
      Using an original dataset of partisan protest events in Hungary (n = 4836) spanning 1989 to 2011, we argue that left-liberal parties’ neglect in cultivating civil society during the post-communist period had deleterious downstream effects on Hungarian liberal... View Details
      Keywords: Voting; Political Elections; Civil Society or Community; Government Administration; Hungary
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      Jakli, Laura, Béla Greskovits, and Jason Wittenberg. "Asymmetric Mass Mobilization and the Vincibility of Democracy in Hungary." Comparative Political Studies (forthcoming). (Pre-published online January 10, 2025.)
      • Forthcoming
      • Article

      Black Empowerment and White Mobilization: The Effects of the Voting Rights Act

      By: Andrea Bernini, Giovanni Facchini, Marco Tabellini and Cecilia Testa
      How did southern whites respond to the 1965 Voting Rights Act (VRA)? Leveraging newly digitized data on county-level voter registration by race between 1956 and 1980, and exploiting pre-determined variation in exposure to the federal intervention, we document that... View Details
      Keywords: Government Legislation; Race; Behavior; Voting; Prejudice and Bias
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      Bernini, Andrea, Giovanni Facchini, Marco Tabellini, and Cecilia Testa. "Black Empowerment and White Mobilization: The Effects of the Voting Rights Act." Journal of Political Economy (forthcoming). (Also available on Vox EU and VoxDev. Featured on HBS Working Knowledge.)
      • Forthcoming
      • Article

      Branch-and-Price for Prescriptive Contagion Analytics

      By: Alexandre Jacquillat, Michael Lingzhi Li, Martin Ramé and Kai Wang
      Contagion models are ubiquitous in epidemiology, social sciences, engineering, and management. This paper formulates a prescriptive contagion analytics model where a decision maker allocates shared resources across multiple segments of a population, each governed by... View Details
      Keywords: COVID-19; Mathematical Methods
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      Jacquillat, Alexandre, Michael Lingzhi Li, Martin Ramé, and Kai Wang. "Branch-and-Price for Prescriptive Contagion Analytics." Operations Research (forthcoming). (Pre-published online March 13, 2024.)
      • Research Summary

      Bringing Individuals Back In: The Effects of Career Experience on New Firm Founding (forthcoming Industrial and Corporate Change, 2003)

      By: Rakesh Khurana
      In this paper (with Scott Shane) the link between the career experiences of potential entrepreneurs and the decision to found a new firm is explored. Because of methodological and theoretical obstacles, sociological research on organizational foundings has largely... View Details
      • Research Summary

      Business Leaders and Corporate Responsibility

      By: Thomas R. Piper
      Thomas R. Piper is trying to establish an appropriate sense of ethics and corporate responsibility for future business leaders. Earlier research provided compelling evidence that many future leaders seriously doubt that their interpersonal ethics can be brought into... View Details
      • Teaching Interest

      Business Opportunties in Climate Adaptation

      By: John D. Macomber

      This is a Short Intensive Program or SIP at Harvard Business School.  It’s an optional student offering prior to the formal start of the Spring semester the following week.  SIPs tend to cover new material on current topics, to be less formal than the HBS Case Study... View Details

      Keywords: Resilience; Climate Risk; Climate Impact; Fire Protection; Insurance Risk Exposure; Hedge Fund; Public Health; Public Health Measures; Climate Change; Adaptation; Infrastructure; Real Estate Industry; Transportation Industry; Insurance Industry; United States; Africa; Latin America
      • Forthcoming
      • Article

      Calling All Issuers: The Market for Debt Monitoring

      By: Huaizhi Chen, Lauren Cohen and Weiling Liu
      95% of long-term municipal bonds have callable features, and yet we find new evidence of a substantial fraction of local governments exercising these valuable options sub-optimally, with significant delays – resulting in sizable losses. Using data from 2001 to 2019, we... View Details
      Keywords: Bonds; Financial Institutions; Governing Rules, Regulations, and Reforms; Government Administration; Financing and Loans
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      Chen, Huaizhi, Lauren Cohen, and Weiling Liu. "Calling All Issuers: The Market for Debt Monitoring." Management Science (forthcoming). (Pre-published online November 1, 2024.)
      • Research Summary

      Capital Controls, Risk and Liberalization Cycles (joint with Fabio Kanczuk)

      By: Laura Alfaro
      We construct an Overlapping-Generations model where agents vote on whether to open or close the economy to international capital flows. Political decisions are shaped by the risk over capital and labor returns. In an open economy, the capitalists (old) completely hedge... View Details
      • Forthcoming
      • Article

      Catching Outliers: Committee Voting and the Limits of Consensus When Financing Innovation

      By: Andrey Malenko, Ramana Nanda, Matthew Rhodes-Kropf and Savitar Sundaresan
      We document that investment committees of major VCs use a voting rule where one partner `championing' an early-stage investment is sufficient to invest. Their stated reason for this rule is to `catch outliers'. The same VCs use a more conventional `majority' rule for... View Details
      Keywords: Optimal Voting Rules; Innovation and Invention; Venture Capital; Investment; Decision Making; Voting
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      Malenko, Andrey, Ramana Nanda, Matthew Rhodes-Kropf, and Savitar Sundaresan. "Catching Outliers: Committee Voting and the Limits of Consensus When Financing Innovation." Journal of Finance (forthcoming).
      • Teaching Interest

      Changing the Game: Negotiation and Competitive Decision Making

      By: Guhan Subramanian
      High-stakes business negotiations challenge your wits, your confidence, and your capacity for clear reasoning under intense pressure. Changing the Game leverages the latest research to your advantage, helping you prepare for complex... View Details
      • Research Summary

      Come Together: Firm Boundaries and Delegation

      By: Laura Alfaro
      We develop an incomplete-contracts model to jointly study firm boundaries and the allocation of decision rights within them. Integration has an option value: it gives firm owners authority to delegate or centralize decision rights, depending on who can best solve... View Details
      • Research Summary

      Compensatory Transfers in Collective Decision Making

      By: Jerry R. Green
      Jerry R. Green is studying mechanisms that can be employed to promote efficient collective decisions while providing justifiable compensation to participants who favor different, less efficient alternatives. This type of decision problem is pervasive in business,... View Details
      • Research Summary

      Competitive Arousal

      By: Deepak Malhotra
      A fourth stream of research examines a phenomenon that my co-authors and I have termed Competitive Arousal. We find that some features of competitive contexts (e.g., time pressure, perceptions of rivalry, and the presence of an audience) can heighten... View Details
      • Research Summary

      Consumer Decision Making and Behavioral Research

      By: John T. Gourville

      John Gourville’s research focuses on consumer behavior, especially in the areas of pricing and consumer decision making. In the area of pricing, for instance, he has looked at the role of time on how consumers interpret and react to product costs and prices.... View Details

      • Research Summary

      Current Research

      By: Leslie K. John

      Professor John is a behavioral scientist who uses both laboratory and field experiments to investigate questions that are at the intersection of marketing, organizational behavior, and public policy.

      Professor John’s work has been published in leading... View Details

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