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  • All HBS Web  (298)
    • News  (30)
    • Research  (231)
  • Faculty Publications  (95)

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  • All HBS Web  (298)
    • News  (30)
    • Research  (231)
  • Faculty Publications  (95)
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  • Research Summary

Overview

By: Himabindu Lakkaraju
I develop machine learning tools and techniques which enable human decision makers to make better decisions. More specifically, my research addresses the following fundamental questions pertaining to human and algorithmic decision-making:

1. How to build... View Details
Keywords: Artificial Intelligence; Machine Learning; Decision Analysis; Decision Support
  • 04 Sep 2001
  • Research & Ideas

Is Government Just Stupid? How Bad Decisions Are Made

In "You Can't Enlarge the Pie," the authors argue that barriers to effective government decision making result in poor decisions about critical issues like the environment, organ transplants, and... View Details
Keywords: by Max H. Bazerman, Jonathan Baron & Katherine Shonk
  • Article

The Similarity Heuristic

By: Daniel Read and Yael Grushka-Cockayne
Decision makers often make snap judgments using fast‐and‐frugal decision rules called cognitive heuristics. Research into cognitive heuristics has been divided into two camps. One camp has emphasized the limitations and biases produced by the heuristics; another has... View Details
Keywords: Heuristics And Biases; Fast-and-frugal Heuristics; Similarity; Representative Design
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Read, Daniel, and Yael Grushka-Cockayne. "The Similarity Heuristic." Journal of Behavioral Decision Making 24, no. 1 (January 2011): 23–46.
  • February 2018
  • Article

The Impact of a Surprise Donation Ask

By: Christine L. Exley and Ragan Petrie
Individuals frequently exploit "flexibility" built into decision environments to give less. They use uncertainty to justify options benefiting themselves over others, they avoid information that may encourage them to give, and they avoid the ask itself. In this paper,... View Details
Keywords: Charitable Giving; Prosocial Behavior; Self-serving Biases; Excuses; Philanthropy and Charitable Giving; Behavior
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Exley, Christine L., and Ragan Petrie. "The Impact of a Surprise Donation Ask." Journal of Public Economics 158 (February 2018): 152–167.
  • October 2020 (Revised May 2023)
  • Exercise

SenseAim Technologies: Pricing to Win

By: Elie Ofek, Eyal Biyalogorsky, Marco Bertini and Oded Koenigsberg
This exercise serves to help students understand the proper role and use of costs in a firm’s pricing decisions. The exercise is designed such that the learning of students evolves across a classroom session, starting from understanding which costs are relevant when... View Details
Keywords: Pricing Decisions; Cost; Information; Price; Decision Making
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Ofek, Elie, Eyal Biyalogorsky, Marco Bertini, and Oded Koenigsberg. "SenseAim Technologies: Pricing to Win." Harvard Business School Exercise 521-049, October 2020. (Revised May 2023.)
  • May 2012
  • Case

Columbia's Final Mission (Abridged) (A)

By: Amy C. Edmondson and Kerry Herman
This case documents decision-making processes, organizational culture, and other contributors to NASA's failed Columbia mission in 2003. Addresses the question of how organizations should deal with "ambiguous threats" - weak signals of potential crisis - and explores... View Details
Keywords: Cognitive Biases; Teams; Organizational Learning; Ambiguous Threat; Leadership; Organizational Culture; Decision Making; Failure; Crisis Management; Aerospace Industry
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Edmondson, Amy C., and Kerry Herman. "Columbia's Final Mission (Abridged) (A)." Harvard Business School Case 612-095, May 2012.
  • 2009
  • Working Paper

Assess, Don't Assume, Part II: Negotiating Implications of Cross-Border Differences in Decision Making, Governance, and Political Economy

By: James K. Sebenius

When facing a cross-border negotiation, the standard preparatory assessments—of the parties, their interests, their no-deal options, opportunities for and barriers to creating and claiming value, the most promising sequence and process design, etc.—should be... View Details

Keywords: Decision Making; Cross-Cultural and Cross-Border Issues; Corporate Governance; Negotiation Process; Organizational Culture; Business and Government Relations
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Sebenius, James K. "Assess, Don't Assume, Part II: Negotiating Implications of Cross-Border Differences in Decision Making, Governance, and Political Economy." Harvard Business School Working Paper, No. 10-050, December 2009.
  • May 2012
  • Supplement

Columbia's Final Mission (Abridged) (B)

By: Amy C. Edmondson and Kerry Herman
Keywords: Cognitive Biases; Teams; Organizational Learning; Ambiguous Threat; Risk and Uncertainty; Organizational Change and Adaptation; Leadership; Corporate Disclosure; Groups and Teams; Decision Making; Organizational Culture; Public Administration Industry; Aerospace Industry
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Edmondson, Amy C., and Kerry Herman. "Columbia's Final Mission (Abridged) (B) ." Harvard Business School Supplement 612-096, May 2012.
  • January 2025
  • Case

AI Meets VC: The Data-Driven Revolution at Quantum Light Capital

By: Lauren Cohen, Grace Headinger and Sophia Pan
Ilya Kondrashov, CEO of Quantum Light Capital, was driven to harness AI for identifying high-potential scale-ups. Collaborating with Nik Storonsky, founder of Revolut, the duo observed that most venture capital (VC) decisions were heavily influenced by emotion, with... View Details
Keywords: Artificial Intelligence; Business Finance; Data Analysis; Angel Investors; Cognitive Biases; Scale; Venture Capital; Investment; Business Model; Forecasting and Prediction; Technological Innovation; Innovation Strategy; Behavior; Cognition and Thinking; Public Opinion; Private Sector; Business Strategy; Competitive Advantage; Business Earnings; Behavioral Finance; AI and Machine Learning; Analytics and Data Science; Business Startups; Financial Services Industry; London; United Kingdom
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Cohen, Lauren, Grace Headinger, and Sophia Pan. "AI Meets VC: The Data-Driven Revolution at Quantum Light Capital." Harvard Business School Case 225-053, January 2025.
  • 2023
  • Working Paper

Words Can Hurt: How Political Communication Can Change the Pace of an Epidemic

By: Jessica Gagete-Miranda, Lucas Argentieri Mariani and Paula Rettl
While elite-cue effects on public opinion are well-documented, questions remain as to when and why voters use elite cues to inform their opinions and behaviors. Using experimental and observational data from Brazil during the COVID-19 pandemic, we study how leader... View Details
Keywords: Elites; Public Engagement; Politics; Political Affiliation; Political Campaigns; Political Influence; Political Leadership; Political Economy; Survey Research; COVID-19; COVID-19 Pandemic; COVID; Cognitive Psychology; Cognitive Biases; Political Elections; Voting; Power and Influence; Identity; Behavior; Latin America; Brazil
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Gagete-Miranda, Jessica, Lucas Argentieri Mariani, and Paula Rettl. "Words Can Hurt: How Political Communication Can Change the Pace of an Epidemic." Harvard Business School Working Paper, No. 24-022, October 2023.
  • 30 Apr 2021
  • Research & Ideas

Why Anger Makes a Wrongly Accused Person Look Guilty

University—found that anger can make a person come across as guilty even when they are not. Too often, when an employee is accused of wrongdoing, people evaluating the situation can make snap judgments based on biases and hunches. This... View Details
Keywords: by Michael Blanding
  • 17 May 2018
  • Sharpening Your Skills

You Probably Have a Bias for Making Bad Decisions. Here's Why.

audience of the day with the president, believing the last idea he hears is the one most likely to be chosen. If true, the president is no better or worse than most of us in allowing cognitive biases to cloud our thinking. We are, for... View Details
Keywords: by Sean Silverthorne
  • 2013
  • Chapter

Behavioral Corporate Finance: A Current Survey

By: Malcolm Baker and Jeffrey Wurgler
We survey the theory and evidence of behavioral corporate finance, which generally takes one of two approaches. The market timing and catering approach views managerial financing and investment decisions as rational managerial responses to securities mispricing. The... View Details
Keywords: Managerial Roles; Theory; Corporate Finance; Financial Management; Investment; Market Timing; Behavioral Finance; Prejudice and Bias; Economics; Forecasting and Prediction
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Baker, Malcolm, and Jeffrey Wurgler. "Behavioral Corporate Finance: A Current Survey." In Handbook of the Economics of Finance, Volume 2A: Corporate Finance, edited by George M. Constantinides, Milton Harris, and Rene M. Stulz, 357–424. Handbooks in Economics. New York: Elsevier, 2013.
  • 30 Sep 2019
  • Book

6 Steps to Building a Better Workplace for Black Employees

opportunity, while other people have a higher bar based on their identity,” she says. “So, it’s important to be race conscious when evaluating people’s potential to make sure these decisions aren’t biased.” [Read an excerpt from Race,... View Details
Keywords: by Dina Gerdeman
  • November–December 2019
  • Article

Making Sense of Soft Information: Interpretation Bias and Loan Quality

By: Dennis Campbell, Maria Loumioti and Regina Wittenberg Moerman
We explore whether behavioral biases impede the effective processing and interpretation of soft information in private lending. Taking advantage of the internal reporting system of a large federal credit union, we delineate three important biases likely to affect the... View Details
Keywords: Soft Information; Lending; Banking; Information; Financing and Loans; Banks and Banking; Decision Making
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Campbell, Dennis, Maria Loumioti, and Regina Wittenberg Moerman. "Making Sense of Soft Information: Interpretation Bias and Loan Quality." Art. 101240. Journal of Accounting & Economics 68, nos. 2-3 (November–December 2019).
  • 08 Sep 2015
  • Working Paper Summaries

Blinded by Experience: Prior Experience, Negative News and Belief Updating

Keywords: by Bradley R. Staats, KC Diwas & Francesca Gino
  • February 2014
  • Article

Governance and CEO Turnover: Do Something or Do the Right Thing?

By: Ray Fisman, Rakesh Khurana, Matthew Rhodes-Kropf and Soojin Yim
We study how corporate governance affects firm value through the decision of whether to fire or retain the CEO. We present a model in which weak governance—which prevents shareholders from controlling the board—protects inferior CEOs from dismissal, while at the same... View Details
Keywords: Governing and Advisory Boards; Value; Retention; Resignation and Termination; Corporate Governance; Management Teams; Business and Shareholder Relations
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Fisman, Ray, Rakesh Khurana, Matthew Rhodes-Kropf, and Soojin Yim. "Governance and CEO Turnover: Do Something or Do the Right Thing?" Management Science 60, no. 2 (February 2014): 319–337.
  • 2015
  • Working Paper

Expertise vs. Bias in Evaluation: Evidence from the NIH

By: Danielle Li
Evaluators with expertise in a particular field may have an informational advantage in separating good projects from bad. At the same time, they may also have personal preferences that impact their objectivity. This paper develops a framework for separately identifying... View Details
Keywords: Prejudice and Bias; Performance Evaluation; Experience and Expertise
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Li, Danielle. "Expertise vs. Bias in Evaluation: Evidence from the NIH." Harvard Business School Working Paper, No. 16-053, October 2015.
  • 03 May 2023
  • Research & Ideas

Why Confronting Racism in AI 'Creates a Better Future for All of Us'

pretty bad. The present is better than 100 years ago and much better than 200 years ago. Today, the tech world is building AI systems and making decisions that will use human inferences and data built on the past. So instead of mimicking... View Details
Keywords: by Barbara DeLollis
  • 2016
  • Chapter

User-Generated Content and Social Media

By: Michael Luca
This paper documents what economists have learned about user-generated content (UGC) and social media. A growing body of evidence suggests that UGC on platforms ranging from Yelp to Facebook has a large causal impact on economic and social outcomes ranging from... View Details
Keywords: User-generated Content; Crowdsourcing; Design Economics; Internet and the Web; Marketing; Economics; Media; Social Media
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Luca, Michael. "User-Generated Content and Social Media." Chap. 12 in Handbook of Media Economics. Vol. 1B, edited by Simon Anderson, Joel Waldfogel, and David Strömberg. North-Holland Publishing Company, 2016.
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