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  • 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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  • 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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  • 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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  • 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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  • 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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  • 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

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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  • 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

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

  • Teaching Interest

Decision Making Under Uncertainty

By: David E. Bell

Many of the decisions we face are made complicated by having uncertain consequences: how should I set my inventory when I don’t know what demand will be, should I refinance my mortgage when rates might go lower, how big a bet shall I make in a new business, and so... View Details

  • Research Summary

Democratic Governance and Decision Making

By: David A. Moss
Under what conditions are public policies in a democracy determined by special interests or, alternatively, by the general interest?  A good deal of academic work, particularly associated with the economic theory of regulation, suggests that special interests... View Details
  • Research Summary

Designing Productive Zones of Privacy

By: Ethan S. Bernstein

A common theme that integrates my research and course development is how increasingly transparent workplaces can improve productivity and performance by putting up certain boundaries to observation. While the research above empirically and theoretically explores the... View Details

Keywords: Transparency; Privacy; Field Experiments; Design; Organizational Design; Performance
  • Teaching Interest

Executive Education: Finance for Senior Executives

By: Malcolm P. Baker

Finance for Senior Executives provides the frameworks to strategically use financial resources and position your company for future success. By examining corporate finance from both internal and external perspectives, this HBS Executive Education View Details

  • Teaching Interest

Founders' Dilemmas

By: Jeffrey F. Rayport

This course is for students who plan to become involved in new ventures, now or at mid-career, as founders of a new venture, early hires, early advisors, or board members, or as potential investors (e.g., VCs), customers, partners, or acquirers of new venturesView Details

  • Teaching Interest

How to Talk Gooder in Business and Life

By: Alison Wood Brooks

This is an Elective Curriculum course for HBS MBA students. People must converse effectively to achieve success in every aspect of business and life – from pitching ideas to giving feedback, brainstorming and making strategic decisions, from interviewing to firing.... View Details

Keywords: Conversation; Strategic Decisions; Interactions

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