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  • All HBS Web  (9,885)
    • People  (25)
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    • Research  (6,381)
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  • Research Summary

Personal Data in Marketing

By: John A. Deighton
Between 10% and 20% of all marketing activity in the United States, and a smaller proportion internationally, relies on data about individuals, whether personally identifying or pseudonomized. These data flow across a system of established and emerging firms operating... View Details
Keywords: Data; Personal Data; Information Technology; Industry Structure; Marketing
  • 2023
  • Working Paper

Flow-Driven ESG Returns

By: Philippe van der Beck
I show that the recent returns to ESG investing are strongly driven by price impact from flows towards ESG funds. Using data on institutional trades, I estimate the market’s ability to accommodate the demand of ESG funds, which is given by the elasticity of... View Details
Keywords: Investment Funds; Corporate Social Responsibility and Impact; Financial Markets; Investment Return
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van der Beck, Philippe. "Flow-Driven ESG Returns." Swiss Finance Institute Research Paper Series, No. 21-71, November 2023.
  • June 2025
  • Article

Social Security and Trends in Wealth Inequality

By: Sylvain Catherine, Max Miller and Natasha Sarin
Recent influential work finds large increases in inequality in the U.S. based on measures of wealth concentration that notably exclude the value of social insurance programs. This paper shows that top wealth shares have not changed much over the last three decades when... View Details
Keywords: Wealth; Equality and Inequality; Taxation; Insurance; Welfare
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Catherine, Sylvain, Max Miller, and Natasha Sarin. "Social Security and Trends in Wealth Inequality." Journal of Finance 80, no. 3 (June 2025): 1497–1531.
  • February 2024
  • Article

Come Together: Firm Boundaries and Delegation

By: Laura Alfaro, Nick Bloom, Paola Conconi, Harald Fadinger, Patrick Legros, Andrew F. Newman, Raffaella Sadun and John Van Reenen
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
Keywords: Boundaries; Decision Choices and Conditions; Risk and Uncertainty
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Alfaro, Laura, Nick Bloom, Paola Conconi, Harald Fadinger, Patrick Legros, Andrew F. Newman, Raffaella Sadun, and John Van Reenen. "Come Together: Firm Boundaries and Delegation." Journal of the European Economic Association 22, no. 1 (February 2024): 34–72.
  • March 2022 (Revised January 2025)
  • Technical Note

Linear Regression

By: Iavor I. Bojinov, Michael Parzen and Paul Hamilton
This note provides an overview of linear regression for an introductory data science course. It begins with a discussion of correlation, and explains why correlation does not necessarily imply causation. The note then describes the method of least squares, and how to... View Details
Keywords: Data Science; Linear Regression; Mathematical Modeling; Mathematical Methods; Analytics and Data Science
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Bojinov, Iavor I., Michael Parzen, and Paul Hamilton. "Linear Regression." Harvard Business School Technical Note 622-100, March 2022. (Revised January 2025.)
  • February 2021
  • Article

Do Household Wealth Shocks Affect Productivity? Evidence from Innovative Workers During the Great Recession

By: S. Bernstein, T. McQuade and R. Townsend
We investigate how the deterioration of household balance sheets affects worker productivity, and, in turn, economic downturns. Specifically, we compare the output of innovative workers who experienced differential declines in housing wealth during the financial crisis... View Details
Keywords: Great Recession; Household; Financial Condition; System Shocks; Employees; Performance Productivity
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Bernstein, S., T. McQuade, and R. Townsend. "Do Household Wealth Shocks Affect Productivity? Evidence from Innovative Workers During the Great Recession." Journal of Finance 76, no. 1 (February 2021): 57–111.
  • 2017
  • Working Paper

What Is a Patent Worth? Evidence from the U.S. Patent 'Lottery'

By: Joan Farre-Mensa, Deepak Hegde and Alexander Ljungqvist
We provide evidence on the value of patents to start-ups by leveraging the random assignment of applications to examiners with different propensities to grant patents. Using unique data on all first-time applications filed at the U.S. Patent Office since 2001, we find... View Details
Keywords: Patents; Business Startups; Innovation and Invention
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Farre-Mensa, Joan, Deepak Hegde, and Alexander Ljungqvist. "What Is a Patent Worth? Evidence from the U.S. Patent 'Lottery'." NBER Working Paper Series, No. 23268, March 2017. (Previous version circulated under the title “The Bright Side of Patents”.)
  • August 2010 (Revised October 2012)
  • Exercise

To Catch a Vandal: A Power & Influence Exercise

By: Amy J.C. Cuddy, Ruwan Tharindu Gunatilake and Meredith Hodges
This exercise is based on the "Mafia" game created by psychologist Dimma Davidoff, and is designed to give students a broad introduction to multiple theories of influence and to challenge their instincts about which techniques are the most powerful and how they may be... View Details
Keywords: Nonverbal Communication; Knowledge Use and Leverage; Management Analysis, Tools, and Techniques; Management Skills; Groups and Teams; Power and Influence; Trust
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Cuddy, Amy J.C., Ruwan Tharindu Gunatilake, and Meredith Hodges. "To Catch a Vandal: A Power & Influence Exercise." Harvard Business School Exercise 911-013, August 2010. (Revised October 2012.)
  • Article

Five Ways to Bungle a Job Change

By: Boris Groysberg and Robin Abrahams
The article focuses on career development and job change. The challenges, transaction costs, and risks associated with job moves are discussed. The authors' research with executives is noted. The mistakes in career development that job hunters make are not doing enough... View Details
Keywords: Change; Resignation and Termination; Job Search; Managerial Roles; Personal Development and Career; Strategic Planning
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Groysberg, Boris, and Robin Abrahams. "Five Ways to Bungle a Job Change." Harvard Business Review 88, nos. 1/2 (January–February 2010): 137–140.
  • March 1994
  • Article

Expropriation and Inventions: Appropriable Rents in the Absence of Property Rights

By: J. Anton and Dennis Yao
We analyze the problem faced by a financially weak independent inventor when selling a valuable, but easily imitated, invention for which no property rights exist. The inventor can protect his or her intellectual property by negotiating a contingent contract (with a... View Details
Keywords: Innovation and Invention; Intellectual Property; Rights; Sales; Contracts; Negotiation
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Anton, J., and Dennis Yao. "Expropriation and Inventions: Appropriable Rents in the Absence of Property Rights." American Economic Review 84, no. 1 (March 1994): 190–209. (reprinted in Z. Acs, ed., The Knowledge Spillover Theory of Entrepreneurship, Elgar, 2010). Harvard users click here for full text.)
  • 24 May 2014
  • News

Analysts’ dim view of CSR brightens over time

  • 15 Aug 2019
  • News

How the Best Leaders Inspire Their Employees to Be Innovators

  • 12 Dec 2022
  • HBS Seminar

Jenny Chatman, UC Berkeley Haas

    Group Size and Incentives to Contribute: A Natural Experiment at Chinese Wikipedia

    The literature on the private provision of public goods suggests an inverse relationship between incentives to contribute and group size. We find, however, that after an exogenous reduction of group size at Chinese Wikipedia, the nonblocked contributors decrease... View Details
    • 18 Apr 2023
    • Research & Ideas

    The Best Person to Lead Your Company Doesn't Work There—Yet

    knowledge of that specific industry, whether it's pharmaceutical or manufacturing or hospitality or rocket science.” Cracking the code of PE-backed firms The authors looked at 193 companies bought by PE firms from 2010 to 2016 valued at... View Details
    Keywords: by Rachel Layne; Financial Services
    • 16 Nov 2021
    • HBS Case

    How a Company Made Employees So Miserable, They Killed Themselves

    2001, the once-profitable company lost 8.3 billion euros (equal to $15.1 billion today)—the second-biggest loss of any French company ever. A year later, the company’s debts totaled 71 billion euros, three times the value of the firm.... View Details
    Keywords: by Michael Blanding
    • 28 Jan 2019
    • Research & Ideas

    Forget Cash. Here Are Better Ways to Motivate Employees

    receiving the reward to reinforce good behavior—because you’re hoping the worker will repeat that behavior.” Consider thoughtful gifts instead of cash Sometimes cash isn’t king. A 2017 study of 600 salespeople found that when a mixed cash and prize reward program was... View Details
    Keywords: by Dina Gerdeman
    • 27 Jun 2005
    • Research & Ideas

    Asian and American Leadership Styles: How Are They Unique?

    example, the CEO of Banyan Tree Resorts). At the core of empowering leadership is the ability to energize the people in a company. Jack Welch commented, "You may be a great manager, but unless you can energize other people, you are of no View Details
    Keywords: by D. Quinn Mills

      Arthur I Segel

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      Keywords: federal government; real estate
      • 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.
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