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  • All HBS Web  (1,376)
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    • News  (566)
    • Research  (555)
    • Events  (3)
    • Multimedia  (2)
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  • Article

Reliable Post hoc Explanations: Modeling Uncertainty in Explainability

By: Dylan Slack, Sophie Hilgard, Sameer Singh and Himabindu Lakkaraju
As black box explanations are increasingly being employed to establish model credibility in high stakes settings, it is important to ensure that these explanations are accurate and reliable. However, prior work demonstrates that explanations generated by... View Details
Keywords: Black Box Explanations; Bayesian Modeling; Decision Making; Risk and Uncertainty; Information Technology
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Slack, Dylan, Sophie Hilgard, Sameer Singh, and Himabindu Lakkaraju. "Reliable Post hoc Explanations: Modeling Uncertainty in Explainability." Advances in Neural Information Processing Systems (NeurIPS) 34 (2021).

    The New Rules for Bringing Innovations to Market, Harvard Business Review, March 2004

    It's tough to get consumers to adopt innovations--and it's getting tougher all the time. That's because more and more markets are taking on the characteristics of networks. The interconnections among today's companies are so plentiful that often a... View Details
    • 2014
    • Article

    The Promise of Prediction Contests

    By: Phillip E. Pfeifer, Yael Grushka-Cockayne and Kenneth C. Lichtendahl
    This article examines the prediction contest as a vehicle for aggregating the opinions of a crowd of experts. After proposing a general definition distinguishing prediction contests from other mechanisms for harnessing the wisdom of crowds, we focus on... View Details
    Keywords: Prediction; Forecasting and Prediction
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    Pfeifer, Phillip E., Yael Grushka-Cockayne, and Kenneth C. Lichtendahl. "The Promise of Prediction Contests." American Statistician 68, no. 4 (2014): 264–270.
    • 28 Apr 2003
    • Research & Ideas

    Shareholders Key to Corporate Reform

    be actually brought home to the investor." Most of our social contracts are built on the assumption that individual accountability influences human behavior. Indeed, the recent move by the SEC to require CEOs to personally attest to... View Details
    Keywords: by Cynthia A. Montgomery & Rhonda Kaufman
    • May 2019
    • Supplement

    Kjell and Company: Motivating Salespeople with Incentive Compensation (C)

    By: Doug J. Chung
    Kjell & Company was a Swedish retail electronics chain. The company’s products consisted of home electronics and accessories. The company was noted for its excellent customer service and a fair “one-for-all” HR policy. Historically, the salespeople had been compensated... View Details
    Keywords: Salesforce Management; Compensation and Benefits; Change Management; Behavior; Electronics Industry; Sweden
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    Chung, Doug J. "Kjell and Company: Motivating Salespeople with Incentive Compensation (C)." Harvard Business School Supplement 519-095, May 2019.
    • 2022
    • Working Paper

    Coordination and Incumbency Advantage in Multi-Party Systems: Evidence from French Elections

    By: Kevin Dano, Francesco Ferlenga, Vincenzo Galasso, Caroline Le Pennec and Vincent Pons
    In theory, free and fair elections can improve the selection of politicians and incentivize them to exert effort. In practice, incumbency advantage and coordination issues may lead to the (re)election of bad politicians. We ask whether these two forces compound each... View Details
    Keywords: Political Parties; Incumbent Politicians; Democracy; Political Elections; Competitive Advantage
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    Dano, Kevin, Francesco Ferlenga, Vincenzo Galasso, Caroline Le Pennec, and Vincent Pons. "Coordination and Incumbency Advantage in Multi-Party Systems: Evidence from French Elections." NBER Working Paper Series, No. 30541, October 2022.
    • 13 Sep 2019
    • News

    Hollywood Ending

    Whitman explains Quibi’s great gambit: by doing for short-form mobile media what HBO did for premium television, the company (whose name is shorthand for “quick bites”) will revolutionize the way we watch video on our phones. The idea was... View Details
    Keywords: Jen McFarland Flint; photo by Christina Gandolfo

      Patent Trolls

      We develop a theoretical model of, and provide the first large-sample evidence on, the behavior and impact of non-practicing entities (NPEs) in the intellectual property space. Our model shows that NPE litigation can reduce infringement and support small inventors.... View Details

      • January 2017 (Revised May 2019)
      • Case

      Kjell and Company: Motivating Salespeople with Incentive Compensation (A)

      By: Doug J. Chung
      Kjell & Company was a Swedish retail electronics chain. The company’s products consisted of home electronics and accessories. The company was noted for its excellent customer service and a fair “one-for-all” HR policy. Historically, the salespeople had been compensated... View Details
      Keywords: Salesforce Management; Compensation and Benefits; Change; Decision Making; Electronics Industry; Sweden
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      Chung, Doug J. "Kjell and Company: Motivating Salespeople with Incentive Compensation (A)." Harvard Business School Case 517-090, January 2017. (Revised May 2019.)
      • April 2009 (Revised December 2015)
      • Case

      Dot.com: Online Pet Retailing

      By: Tom Nicholas and David Chen
      From 1995 to 1999, the U.S. experienced a period of tremendous growth in its information technology (IT) sector. The IT industry, although it accounted for less than 10% of the U.S. economy's total output, contributed disproportionately to economic growth. One market... View Details
      Keywords: Entrepreneurship; Price Bubble; Growth and Development Strategy; Failure; Competitive Strategy; Online Technology; Retail Industry
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      Nicholas, Tom, and David Chen. "Dot.com: Online Pet Retailing." Harvard Business School Case 809-117, April 2009. (Revised December 2015.)
      • 10 Sep 2013
      • First Look

      First Look: September 10

      ethically by cheating less. We further found that priming time reduces cheating by making people reflect on who they are. Implications for the use of time versus money primes in discouraging or promoting... View Details
      Keywords: Sean Silverthorne
      • May 2019
      • Supplement

      Kjell and Company: Motivating Salespeople with Incentive Compensation (D)

      By: Doug J. Chung
      Kjell & Company was a Swedish retail electronics chain. The company’s products consisted of home electronics and accessories. The company was noted for its excellent customer service and a fair “one-for-all” HR policy. Historically, the salespeople had been compensated... View Details
      Keywords: Salesforce Management; Compensation and Benefits; Motivation and Incentives; Change Management; Behavior; Electronics Industry; Sweden
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      Chung, Doug J. "Kjell and Company: Motivating Salespeople with Incentive Compensation (D)." Harvard Business School Supplement 519-096, May 2019.
      • 02 Oct 2000
      • Research & Ideas

      Networked Incubators: Hothouses of the New Economy

      actually needed them, allowing the start-ups to take advantage of them quickly. Second, the networking leads to preferential access, not preferential treatment—a subtle but crucial distinction. Preferential access means being able to call a meeting and receive the full... View Details
      Keywords: by Morten T. Hansen, Henry W. Chesbrough, Nitin Nohria & Donald N. Sull
      • 19 Nov 2013
      • First Look

      First Look: November 19

      paper analyzes the effect of a woman's electoral victory on women's subsequent political participation. Using the regression discontinuity afforded by close elections between women and men in India's state elections, we find that a woman... View Details
      Keywords: Sean Silverthorne
      • 12 Oct 1999
      • Research & Ideas

      The Intellectual Underpinnings of Entrepreneurial Management

      What are the roots of entrepreneurship as an academic field of interest? The term entrepreneur—literally, "undertaker"—has been around for over two centuries, having been introduced in the early eighteenth century by the... View Details
      Keywords: by Howard H. Stevenson & Teresa M. Amabile
      • 03 Mar 2015
      • First Look

      First Look: March 3

      foundings are driven by collective patterns of activity-that is, by patterns of prior foundings, of support from related markets, and of institutional activism in a given sector. Building on research on... View Details
      Keywords: Sean Silverthorne
      • 16 Jan 2019
      • Research & Ideas

      What Football Firings Teach Managers About Staying Relevant

      Six National Football League head coaches were fired on December 31, or “Black Monday,” as it’s known in the sport. The infamous tradition begins immediately after the conclusion of each NFL regular season and represents efforts by... View Details
      Keywords: by Boris Groysberg, Evan M.S. Hecht, and Abhijit Naik; Sports
      • April 2018
      • Case

      Happy UAE

      By: Joshua Schwartzstein, Brian J. Hall, Tiffany Y. Chang, Karim Sameh and Alpana Thapar
      This case centers on the United Arab Emirates' (UAE) national goal of raising the happiness of its residents and visitors through ambitious government initiatives. They combined this bold national goal with an accountability structure (incentive plan) built on Key... View Details
      Keywords: Happiness; Welfare; Governance; Motivation and Incentives; United Arab Emirates
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      Schwartzstein, Joshua, Brian J. Hall, Tiffany Y. Chang, Karim Sameh, and Alpana Thapar. "Happy UAE." Harvard Business School Case 918-041, April 2018.
      • August 2021
      • Supplement

      Andreessen Horowitz’s Cultural Leadership Fund (B): Kevin Hart and Clubhouse

      By: Anita Elberse, Briana Richardson and Cydni Williams
      In May 2020, Andreessen Horowitz secures an agreement with Clubhouse, one of Silicon Valley’s hottest startups, to lead its ‘Series A’ funding round. One of the factors that insiders saw as pivotal in the race to be Clubhouse’s VC firm of choice was Andreessen... View Details
      Keywords: Entertainment; Talent Management; General Management; Inclusion; Talent and Talent Management; Diversity; Venture Capital; Entrepreneurship; Networks; Nonprofit Organizations
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      Elberse, Anita, Briana Richardson, and Cydni Williams. "Andreessen Horowitz’s Cultural Leadership Fund (B): Kevin Hart and Clubhouse." Harvard Business School Supplement 522-021, August 2021.
      • November 2006 (Revised February 2007)
      • Case

      Microsoft Xbox: Changing the Game?

      By: Andrei Hagiu
      In September 1999, the Microsoft Xbox team was wondering which strategic choices would give it the best chance against the upcoming Sony PlayStation 2. Initially called "Project Midway" within Microsoft, the console project was intended to counter the perceived threat... View Details
      Keywords: Customers; Recruitment; Leadership; Management Teams; Multi-Sided Platforms; Two-Sided Platforms; Production; Strategy; Competition; Expansion; Video Game Industry; Texas
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      Hagiu, Andrei. "Microsoft Xbox: Changing the Game?" Harvard Business School Case 707-501, November 2006. (Revised February 2007.)
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