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Publications

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  • All HBS Web  (1,153)
    • News  (163)
    • Research  (844)
    • Events  (17)
    • Multimedia  (13)
  • Faculty Publications  (565)

Show Results For

  • All HBS Web  (1,153)
    • News  (163)
    • Research  (844)
    • Events  (17)
    • Multimedia  (13)
  • Faculty Publications  (565)
← Page 29 of 1,153 Results →
  • Article

Robust and Stable Black Box Explanations

By: Himabindu Lakkaraju, Nino Arsov and Osbert Bastani
As machine learning black boxes are increasingly being deployed in real-world applications, there has been a growing interest in developing post hoc explanations that summarize the behaviors of these black boxes. However, existing algorithms for generating such... View Details
Keywords: Machine Learning; Black Box Models; Framework
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Lakkaraju, Himabindu, Nino Arsov, and Osbert Bastani. "Robust and Stable Black Box Explanations." Proceedings of the International Conference on Machine Learning (ICML) 37th (2020): 5628–5638. (Published in PMLR, Vol. 119.)
  • 2016
  • Chapter

Envy and Interpersonal Corruption: Social Comparison Processes and Unethical Behavior in Organizations

By: Julia J. Lee and Francesca Gino
Book Abstract: Competition for resources, recognition, and favorable outcomes are all facts of life in professional settings. When one falls short in comparison to colleagues or subordinates, feelings of envy may arise. Fueled by inferiority, hostility, and resentment,... View Details
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Lee, Julia J., and Francesca Gino. "Envy and Interpersonal Corruption: Social Comparison Processes and Unethical Behavior in Organizations." In Envy at Work and in Organizations, edited by Richard H. Smith, Ugo Merlone, and Michelle K. Duffy, 347–372. New York: Oxford University Press, 2016.
  • Web

Program Requirements - Doctoral

Research Methods Courses Intermediate Statistical Analysis in Psychology (Psychology 1950) Multivariate Analysis in Psychology (Psychology 1952) Research Design Courses Design of Field Research Methods (HBS 4070) Experimental Methods (HBS... View Details
  • Web

Program Requirements - Doctoral

Empirical Methods in Corporate Finance (HBS 4220) Experimental Methods (HBS 4435) Matched Sampling and Study Design (Stat 240); (Stat 140 or Econ 1127 are strongly recommended as prerequisites.) Program Evaluation: Estimating Program... View Details
  • 22 Jan 2019
  • First Look

New Research and Ideas, January 22, 2019

price-based moves. Publisher's link: https://www.hbs.edu/faculty/Pages/item.aspx?num=55474 in press Journal of Experimental Social Psychology A Counterfeit Competence: After Threat, Cheating Boosts One's Self-Image By: Wakeman W., C.... View Details
Keywords: Dina Gerdeman
  • Research Summary

Overview

I am currently a Principal or Co-Principal Investigator of five field-based randomized controlled trials, each of which examines the management of lay health workers in developing countries, with an eye toward generating theoretical insights and policy guidance on how... View Details
  • Research Summary

Overview

I am currently a Principal or Co-Principal Investigator of five field-based randomized controlled trials, each of which examines the management of lay health workers in developing countries, with an eye toward generating theoretical insights and policy guidance on how... View Details
Keywords: Development Economics; Policy; Health; Human Resources; Africa; India; United States

    Jeremy Yang

    Jeremy Yang is an Assistant Professor of Business Administration in the Marketing Unit at Harvard Business School. He teaches Marketing in the MBA required curriculum. He develops data products for... View Details
    Keywords: advertising; media; entertainment; information; consumer products
    • Web

    Class Profile - Doctoral

    Pricing Corporate Governance Corporate Strategy Corporate Finance Diversity Emerging Markets Environment Ethics Experimental Economics Game Theory Health Care Incentives Innovation International Business Leadership Networks Power &... View Details
    • 18 Nov 2014
    • Working Paper Summaries

    Financial Development and Technology Diffusion

    Keywords: by Diego Comin & Ramana Nanda
    • Forthcoming
    • Article

    Uprooting Loneliness: A Theory of Continuity-Breaking Self-Narrative Change

    By: Jennifer Petriglieri and Elizabeth Sheprow
    Through an inductive study of executives reporting persistent loneliness at work, we examine how problematic work experiences can be rooted in the self through narratives, and the process by which they can be uprooted. In the case of loneliness, we found that... View Details
    Keywords: Lonelines; Narratives; Qualitative Method; Well-being; Emotions; Employees
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    Petriglieri, Jennifer, and Elizabeth Sheprow. "Uprooting Loneliness: A Theory of Continuity-Breaking Self-Narrative Change." Academy of Management Journal (forthcoming). (Pre-published online April 30, 2025.)
    • Article

    Diversity Thresholds: How Social Norms, Visibility, and Scrutiny Relate to Group Composition

    By: Edward H. Chang, Katherine L. Milkman, Dolly Chugh and Modupe Akinola
    Across a field study and four experiments, we examine how social norms and scrutiny affect decisions about adding members of underrepresented populations (e.g., women, racial minorities) to groups. When groups are scrutinized, we theorize that decision makers strive to... View Details
    Keywords: Social Norms; Impression Management; Groups and Teams; Governing and Advisory Boards; Diversity; Gender; Decision Making
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    Chang, Edward H., Katherine L. Milkman, Dolly Chugh, and Modupe Akinola. "Diversity Thresholds: How Social Norms, Visibility, and Scrutiny Relate to Group Composition." Academy of Management Journal 62, no. 1 (February 2019): 144–171.
    • 2015
    • Chapter

    Negotiations: Statistical Aspects

    By: James K. Sebenius
    'Negotiation analysis' seeks to develop prescriptive theory and useful advice for negotiators and third parties. It generally emphasizes the parties' underlying interests, alternatives to negotiated agreement, approaches to productively manage the inherent tension... View Details
    Keywords: Negotiation Preparation; Negotiation Tactics; Negotiation Participants
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    Sebenius, James K. "Negotiations: Statistical Aspects." In International Encyclopedia of the Social & Behavioral Sciences. 2nd ed. Edited by James D. Wright, 430–436. London: Elsevier, 2015.
    • October 2009
    • Article

    Making Time Off Predictable—and Required

    By: Leslie Perlow and Jessica L. Porter
    People in professional services believe a 24/7 work ethic is essential for getting ahead—and so they work 60-plus hours a week and stay tethered to their BlackBerrys. This perpetuates a vicious cycle: Responsiveness breeds the need for more responsiveness. When people... View Details
    Keywords: Management Practices and Processes; Performance Expectations; Performance Productivity; Work-Life Balance; Service Industry
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    Perlow, Leslie, and Jessica L. Porter. "Making Time Off Predictable—and Required." Harvard Business Review 87, no. 10 (October 2009).
    • 13 Apr 2012
    • HBS Seminar

    Drazen Prelec, Professor of Management Science and Economics at MIT Sloan School of Management

      The Surprising Power of Online Experiments

      In the fast-moving digital world, even experts have a hard time assessing new ideas. Case in point: At Bing a small headline change an employee proposed was deemed a low priority and shelved for months until one engineer decided to do a quick online controlled... View Details
      • 10 May 2011
      • First Look

      First Look: May 10

      the Right Way Authors:Todd Rogers and Michael I. Norton Publication:Journal of Experimental Psychology: Applied (forthcoming) Abstract What happens when speakers try to "dodge" a question they would rather not answer by... View Details
      Keywords: Sean Silverthorne
      • 2019
      • Working Paper

      Using Technology to Augment Professionals, Instead of Replacing Them, for Innovative Problem Solving

      By: Hila Lifshitz - Assaf, Felicia Ng, Aniket Kittur and Robert Kraut
      While in some technological and scientific areas innovation is flourishing, in others it is stalling, leaving important problems unsolved for decades. One explanation is professionals’ limitations as problem solvers, as accumulating depth of knowledge enhances one’s... View Details
      Keywords: Innovation; Expertise; Future Of Work; Crowdsourcing; Artificial Intelligence; Problem Solving; Professionalism; Experience and Expertise; Collaborative Innovation and Invention; Problems and Challenges; Research and Development
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      Lifshitz - Assaf, Hila, Felicia Ng, Aniket Kittur, and Robert Kraut. "Using Technology to Augment Professionals, Instead of Replacing Them, for Innovative Problem Solving." Working Paper, March 2019.
      • 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).
      • 13 Oct 2015
      • First Look

      October 13, 2015

      new data that are emerging. Download working paper: https://www.hbs.edu/faculty/Pages/item.aspx?num=49829 Does Google Content Degrade Google Search? Experimental Evidence By: Luca, Michael, Timothy Wu, Sebastian Couvidat, Daniel Frank, and... View Details
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