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  • All HBS Web  (6,936)
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  • All HBS Web  (6,936)
    • People  (13)
    • News  (1,862)
    • Research  (3,818)
    • Events  (26)
    • Multimedia  (69)
  • Faculty Publications  (2,205)
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  • Article

Faithful and Customizable Explanations of Black Box Models

By: Himabindu Lakkaraju, Ece Kamar, Rich Caruana and Jure Leskovec
As predictive models increasingly assist human experts (e.g., doctors) in day-to-day decision making, it is crucial for experts to be able to explore and understand how such models behave in different feature subspaces in order to know if and when to trust them. To... View Details
Keywords: Interpretable Machine Learning; Black Box Models; Decision Making; Framework
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Lakkaraju, Himabindu, Ece Kamar, Rich Caruana, and Jure Leskovec. "Faithful and Customizable Explanations of Black Box Models." Proceedings of the AAAI/ACM Conference on Artificial Intelligence, Ethics, and Society (2019).
  • 2025
  • Working Paper

Tracking the Short-Run Price Impact of U.S. Tariffs

By: Alberto Cavallo, Paola Llamas and Franco Vazquez
This paper examines the short-run impact of the 2025 U.S. tariffs on consumer prices using a unique integration of high-frequency retail pricing data, product-level country-of-origin information, and detailed tariff classifications. By linking daily prices from major... View Details
Keywords: Tariffs; Trade; Price; Inflation and Deflation
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Cavallo, Alberto, Paola Llamas, and Franco Vazquez. "Tracking the Short-Run Price Impact of U.S. Tariffs." Working Paper, April 2025.
  • 23 Jun 2010
  • Working Paper Summaries

The Role of Institutional Development in the Prevalence and Value of Family Firms

Keywords: by Raphael Amit, Yuan Ding, Belén Villalonga & Hua Zhang
  • April 1992 (Revised October 1996)
  • Supplement

Reconstruction of Zambia, Supplement--1992

By: Richard H.K. Vietor
Outlines new government economic plans and first actions after election. To be handed out in class after discussion of main case. View Details
Keywords: Developing Countries and Economies; Zambia
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Vietor, Richard H.K. "Reconstruction of Zambia, Supplement--1992." Harvard Business School Supplement 792-092, April 1992. (Revised October 1996.)
  • July 2005
  • Article

The Consequences of Labor Market Flexibility: Panel Evidence Based on Survey Data

By: Rafael Di Tella and Robert MacCulloch
We introduce a new data set on hiring and firing restrictions for 21 OECD countries for the period 1984 –1990. The data are based on surveys of business people in the countries covered, so the indices we use are subjective in nature. Controlling for country and time... View Details
Keywords: Job Security Provisions; Subjective Data; Unemployment; Employment; Labor; Markets; Data and Data Sets
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Di Tella, Rafael, and Robert MacCulloch. "The Consequences of Labor Market Flexibility: Panel Evidence Based on Survey Data." European Economic Review 49, no. 5 (July 2005): 1225–59.
  • 04 Jun 2025
  • News

Slice of Life

Subscribe on iTunes Subscribe on Spotify More Skydeck episodes Dan Morrell: Hi, this is Dan Morrell, host of Skydeck. In 2018, Bill Crawford (MBA 2006) founded Righteous Slice, a pizza restaurant in Rexburg, Idaho that has been steadily earning critical acclaim. It has... View Details
  • 25 Jul 2007
  • Lessons from the Classroom

The Evolution of Apple

success as it continues to expand its product line into handheld devices like the iPod and, now, the iPhone? The Apple case originally appeared in 1992 and has been rewritten 5 times since. "The company always looks a little... View Details
Keywords: by Julia Hanna; Computer; Technology
  • 02 Apr 2013
  • Working Paper Summaries

Monitoring and the Portability of Soft Information

Keywords: by Dennis Campbell & Maria Loumioti; Banking

    Digital Dark Matter and the Economics of Apache

    Researchers have long hypothesized that research outputs from government, university, and private company R&D contribute to economic growth, but these contributions may be difficult to measure when they take a non-pecuniary form. The growth of networking... View Details
    • 2002
    • Chapter

    Ranking National Environmental Regulation and Performance: A Leading Indicator of Future Competitiveness?

    By: Daniel Esty and Michael E. Porter
    This chapter from The Global Competitiveness Report analyzes the differences among countries in environmental performance and the link between environmental outcomes and national environmental policy choices. The chapter reveals the findings from an exploration... View Details
    Keywords: Society; Strategy
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    Esty, Daniel, and Michael E. Porter. "Ranking National Environmental Regulation and Performance: A Leading Indicator of Future Competitiveness?" In The Global Competitiveness Report 2001–2002, by Michael E. Porter, Jeffrey D. Sachs, Peter K. Cornelius, John W. McArthur, and Klaus Schwab, 78–101. New York: Oxford University Press, 2002.
    • 2022
    • Working Paper

    Talent Flows and the Geography of Knowledge Production: Causal Evidence from Multinational Firms

    By: Dany Bahar, Prithwiraj Choudhury, Sara Signorelli and James M. Sappenfield
    Leveraging a unique dataset merging patent data with all work-related migration reforms that took place in 15 countries over 26 years, we show that reforms discouraging inventor mobility decrease the patenting of MNE subsidiaries within a country, while reforms... View Details
    Keywords: Migration; Technology; Policy Evaluation; Patents; Information Technology; Immigration; Policy; Collaborative Innovation and Invention; Globalization
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    Bahar, Dany, Prithwiraj Choudhury, Sara Signorelli, and James M. Sappenfield. "Talent Flows and the Geography of Knowledge Production: Causal Evidence from Multinational Firms." Harvard Business School Working Paper, No. 22-047, January 2022. (Revised December 2022.)
    • 09 Apr 2018
    • Sharpening Your Skills

    The Dark Side of Performance Bonuses

    carefully, can open a box full of unintended consequences that ultimately harm rather than help the organization. The financial crisis of 2008 was partially fueled by View Details
    Keywords: by Sean Silverthorne
    • 2007
    • Working Paper

    Intra-Industry Foreign Direct Investment

    By: Laura Alfaro and Andrew Charlton
    We use a new firm level data set that establishes the location, ownership, and activity of 650,000 multinational subsidiaries—close to a comprehensive picture of global multinational activity. A number of patterns emerge from the data. Most foreign direct investment... View Details
    Keywords: Multinational Activity; Horizontal FDI; Vertical FDI; Stages Of Production; Multinational Firms and Management; Business Subsidiaries; Foreign Direct Investment; Competency and Skills; Production
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    Alfaro, Laura, and Andrew Charlton. "Intra-Industry Foreign Direct Investment." NBER Working Paper Series, No. 13447, September 2007.
    • September 2012
    • Article

    The Size and Composition of Corporate Headquarters in Multinational Companies: Empirical Evidence

    By: David J. Collis, David Young and Michael Goold
    Based on a six-country survey of nearly 250 multinationals (MNCs), this paper is the first empirical analysis to describe the size and composition of MNC headquarters and to account for differences among them. Findings are as follows: MNC corporate headquarters are... View Details
    Keywords: Headquarters; Subsidiaries; Multinational Corporations; Organization Design; Administrative Heritage; International Strategy; Business Subsidiaries; Organizational Design; Multinational Firms and Management; Size; Business Headquarters; Global Strategy
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    Collis, David J., David Young, and Michael Goold. "The Size and Composition of Corporate Headquarters in Multinational Companies: Empirical Evidence." Journal of International Management 18, no. 3 (September 2012): 260–275.
    • April 2006 (Revised December 2006)
    • Case

    The Barber of Buenos Aires: Argentina's Debt Renegotiation

    By: Noel Maurer and Aldo Musacchio
    Tells the story of Argentina's aggressive strategy for renegotiating its sovereign debt from 2003 to 2005. Most creditors accepted the offer to swap their debt for new securities worth 35 cents on the dollar, with no recognition of all past-due interest. Many holdouts,... View Details
    Keywords: Private Sector; Borrowing and Debt; Insolvency and Bankruptcy; International Finance; Foreign Direct Investment; Sovereign Finance; Government and Politics; Negotiation Tactics; Outcome or Result; Situation or Environment; Argentina
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    Maurer, Noel, and Aldo Musacchio. "The Barber of Buenos Aires: Argentina's Debt Renegotiation." Harvard Business School Case 706-034, April 2006. (Revised December 2006.)
    • 05 Oct 2011
    • Working Paper Summaries

    Doing What the Parents Want? The Effect of the Local Information Environment on the Investment Decisions of Multinational Corporations

    Keywords: by Nemit O. Shroff, Rodrigo S. Verdi & Gwen Yu
    • January 23, 2020
    • Article

    Sanctions and the End of Trans-Atlanticism: Iran, Russia, and the Unintended Division of the West

    By: Rawi Abdelal and Aurélie Bros
    Sanctions have become the dominant tool of statecraft in the United States and other Western states, especially the European Union, since the end of the Cold War. But the systematic use of this instrument may produce unintended and somewhat paradoxical geopolitical... View Details
    Keywords: Geopolitics; Economic Sanctions; International Relations; United States; Russia; Iran; Europe
    Citation
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    Abdelal, Rawi, and Aurélie Bros. "Sanctions and the End of Trans-Atlanticism: Iran, Russia, and the Unintended Division of the West." Notes de l'Ifri (January 23, 2020). (Also published as "The End of Transatlanticism? How Sanctions Are Dividing the West," Horizons, no. 16 (spring 2020), pp. 114-134.)
    • 16 May 2000
    • Research & Ideas

    The Simple Economics of Open Source

    without risks, they point out. In the lingo of the field, an open source project can easily be "hijacked" when an unscrupulous programmer modifies a module and then effectively imposes a proprietary new platform, whisking away... View Details
    Keywords: by Martha Lagace; Technology
    • 12 Aug 2020
    • Video

    Community Health Workers on the Front Lines of Disease Control

    • 2007
    • Report

    State of the Region Report 2007: Doing Business at the Top of Europe

    By: Christian H.M. Ketels
    The 2007 State of the Region Report is the fourth edition in this series of annual evaluations of competitiveness and cooperation across the Baltic Sea Region. The Report is organized into three parts: Part A of the Report describes the motivation for regional... View Details
    Keywords: Macroeconomics; Microeconomics; Globalized Economies and Regions; Performance Effectiveness; Competitive Strategy; Competitive Advantage; Cooperation; Baltic Countries
    Citation
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    Ketels, Christian H.M. "State of the Region Report 2007: Doing Business at the Top of Europe." Report Series, Baltic Development Forum, Copenhagen, November 2007.
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