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  • 15 Aug 2023
  • Research & Ideas

Why Giving to Others Makes Us Happy

have more direct and relevant impact for employees. Rather than donating to large international organizations, people might feel better donating to a local community nonprofit or aid organization such as Cradles to Crayons that makes a... View Details
Keywords: by Michael Blanding
  • 2022
  • Working Paper

When the Journey—And Not Just the Destination—Matters: How Internationalization Shapes Entrepreneurial Experimentation

By: Nataliya Langburd Wright and Laura Huang
Internationalization—gaining exposure to cross-border markets—is often the result of an entrepreneur’s experimentation and strategy around their core business. Scholars have shown how entrepreneurs develop products or services, and after achieving some traction, turn... View Details
Keywords: Entrepreneurship And Strategy; Entrepreneurial Ventures; Entrepreneurial Journey; International Entrepreneurship; Entrepreneurship; Business Startups; Global Range; Strategy
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Wright, Nataliya Langburd, and Laura Huang. "When the Journey—And Not Just the Destination—Matters: How Internationalization Shapes Entrepreneurial Experimentation." Working Paper, February 2022.
  • June 2023
  • Article

When Does Uncertainty Matter? Understanding the Impact of Predictive Uncertainty in ML Assisted Decision Making

By: Sean McGrath, Parth Mehta, Alexandra Zytek, Isaac Lage and Himabindu Lakkaraju
As machine learning (ML) models are increasingly being employed to assist human decision makers, it becomes critical to provide these decision makers with relevant inputs which can help them decide if and how to incorporate model predictions into their decision... View Details
Keywords: AI and Machine Learning; Decision Making
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McGrath, Sean, Parth Mehta, Alexandra Zytek, Isaac Lage, and Himabindu Lakkaraju. "When Does Uncertainty Matter? Understanding the Impact of Predictive Uncertainty in ML Assisted Decision Making." Transactions on Machine Learning Research (TMLR) (June 2023).
  • 2021
  • Book

Time for Reparations: A Global Perspective

By: Jaqueline Bhabha, Margareta Matache and Caroline M. Elkins
In this sweeping international perspective on reparations, Time for Reparations makes the case that past state injustice—be it slavery or colonization, forced sterilization or widespread atrocities—has enduring consequences that generate ongoing harm, which... View Details
Keywords: Reparations; Slavery; Colonization; Structural Racism; State Injustice
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Bhabha, Jaqueline, Margareta Matache, and Caroline M. Elkins, eds. Time for Reparations: A Global Perspective. Philadelphia, PA: University of Pennsylvania Press, 2021.
  • 20 Jun 2023
  • Research & Ideas

Looking to Leave a Mark? Memorable Leaders Don't Just Spout Statistics, They Tell Stories

but because they are more likely to include distinctive details or context that aid recall. By contrast, statistics and numbers, being abstract concepts, can be harder for the human mind to recall and are more likely to get tangled or... View Details
Keywords: by Scott Van Voorhis
  • 23 Aug 2012
  • Working Paper Summaries

Field Evidence on Individual Behavior & Performance in Rank-Order Tournaments

Keywords: by Kevin J. Boudreau, Constance E. Helfat, Karim R. Lakhani & Michael Menietti
  • Research Summary

Putting Patients First: Marketing Strategies for Treating HIV in Developing Nations

It is more than mere coincidence that the highest rates of HIV occur in the world’s poorest countries. Of the over 40 million people currently living with HIV, 95 percent are in the developing world. The first half of this paper explores the economics of HIV and... View Details
  • September 2023 (Revised June 2024)
  • Case

Kaspi.kz: Building Trust through Innovation

By: Sandra J. Sucher, Fares Khrais and Marilyn Morgan Westner
This case is written to help students explore how companies can maintain and develop trust while innovating, how to identify and respond effectively to warning signs that they may not be as trusted as they believe, and how being trusted can aid in expanding and growing... View Details
Keywords: Growth and Development Strategy; Organizational Culture; Trust; Technology Adoption; Innovation and Invention; Banking Industry
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Sucher, Sandra J., Fares Khrais, and Marilyn Morgan Westner. "Kaspi.kz: Building Trust through Innovation." Harvard Business School Case 324-022, September 2023. (Revised June 2024.)
  • March–April 2023
  • Article

Market Segmentation Trees

By: Ali Aouad, Adam Elmachtoub, Kris J. Ferreira and Ryan McNellis
Problem definition: We seek to provide an interpretable framework for segmenting users in a population for personalized decision making. Methodology/results: We propose a general methodology, market segmentation trees (MSTs), for learning market... View Details
Keywords: Decision Trees; Computational Advertising; Market Segmentation; Analytics and Data Science; E-commerce; Consumer Behavior; Marketplace Matching; Marketing Channels; Digital Marketing
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Aouad, Ali, Adam Elmachtoub, Kris J. Ferreira, and Ryan McNellis. "Market Segmentation Trees." Manufacturing & Service Operations Management 25, no. 2 (March–April 2023): 648–667.
  • 11 Jun 2024
  • In Practice

The Harvard Business School Faculty Summer Reader 2024

As the vacation season looms, Harvard Business School faculty members share recommendations for a little light reading. Spoiler alert: Lessons in Chemistry tops two of their beach-read lists. For those whose brains can’t—or won’t—turn off, HBS faculty also suggest some... View Details
Keywords: by Avery Forman
  • 2010
  • Other Unpublished Work

International Capital Allocation, Sovereign Borrowing, and Growth

By: Laura Alfaro, Sebnem Kalemli-Ozcan and Vadym Volosovych
The key in the investigation of "where" and "why" capital flows, relative to the neoclassical benchmark, is how we measure these flows. The macro literature has been using three main yardsticks: the current account balance, returns to capital, and the volume of net... View Details
Keywords: Economic Growth; Borrowing and Debt; Capital; Cash Flow; Private Equity; Public Equity; International Finance; Sovereign Finance; Government and Politics
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Alfaro, Laura, Sebnem Kalemli-Ozcan, and Vadym Volosovych. "International Capital Allocation, Sovereign Borrowing, and Growth." 2010.
  • 2021
  • Article

Fair Influence Maximization: A Welfare Optimization Approach

By: Aida Rahmattalabi, Shahin Jabbari, Himabindu Lakkaraju, Phebe Vayanos, Max Izenberg, Ryan Brown, Eric Rice and Milind Tambe
Several behavioral, social, and public health interventions, such as suicide/HIV prevention or community preparedness against natural disasters, leverage social network information to maximize outreach. Algorithmic influence maximization techniques have been proposed... View Details
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Rahmattalabi, Aida, Shahin Jabbari, Himabindu Lakkaraju, Phebe Vayanos, Max Izenberg, Ryan Brown, Eric Rice, and Milind Tambe. "Fair Influence Maximization: A Welfare Optimization Approach." Proceedings of the AAAI Conference on Artificial Intelligence 35th (2021).
  • April 2009 (Revised July 2009)
  • Module Note

Delivering Personally on Responsibility

By: Joshua D. Margolis
How can individuals equip themselves to exercise leadership in the face of moral adversity? This six-session module aims to prepare students to meet moral responsibility when it is simultaneously most essential and most difficult. Moral adversity refers to situations... View Details
Keywords: Ethics; Leadership; Moral Sensibility; Leadership Development
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Margolis, Joshua D. "Delivering Personally on Responsibility." Harvard Business School Module Note 409-093, April 2009. (Revised July 2009.)
  • Teaching Interest

Interpretability and Explainability in Machine Learning

By: Himabindu Lakkaraju

As machine learning models are increasingly being employed to aid decision makers in high-stakes settings such as healthcare and criminal justice, it is important to ensure that the decision makers correctly understand and consequent trust the functionality of these... View Details

  • 2015
  • Article

Free at Last, Now What: The Soviet and Chinese Attempts to Offer a Roadmap for the Post-Colonial World

By: Jeremy Friedman
This article seeks to understand the motivations behind the People's Republic of China's attempt to present an alternative development model for the post-colonial world and challenge Soviet leadership in the international communist movement in mid-1960s. When the wave... View Details
Keywords: Development Economics; Business and Government Relations; China; United States; Soviet Union
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Friedman, Jeremy. "Free at Last, Now What: The Soviet and Chinese Attempts to Offer a Roadmap for the Post-Colonial World." Modern China Studies [Dang dai Zhongguo yan jiu] 22, no. 1 (2015): 259–292.
  • 24 Oct 2012
  • Working Paper Summaries

Diasporas and Outsourcing: Evidence from oDesk and India

Keywords: Re: William R. Kerr; Manufacturing
  • 05 May 2014
  • Research & Ideas

Reflecting on Work Improves Job Performance

improve their job performance. “Our work shows that if we'd take some time out for reflection, we might be better off.” In the working paper Learning by Thinking: How Reflection Aids Performance, the authors show how reflecting on what... View Details
Keywords: by Carmen Nobel
  • 21 Mar 2019
  • HBS Case

The Ferrari Way

car on the market, but the best combination of the two, which makes us the most thrilling. Our concept of performance includes pleasure.” While other sports car manufacturers try to make their cars as light as possible to aid... View Details
Keywords: by Michael Blanding; Auto
  • 06 Sep 2012
  • Working Paper Summaries

FIN Around the World: The Contribution of Financing Activity to Profitability

Keywords: by Russell Lundholm, George Serafeim & Gwen Yu
  • 13 May 2024
  • Research & Ideas

Picture This: Why Online Image Searches Drive Purchases

“headphones,” with suggested refinements like “noise-cancelling headphones,” aided by images and text. Farronato wrote the paper with Lu Fang and Zhe Yuan of Zhejiang University; Yanyou Chen of the University of Toronto; and Yitong Wang,... View Details
Keywords: by Rachel Layne; Information Technology; Technology; Consumer Products; Retail
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