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  • 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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  • 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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  • 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
  • Program

Leading Change and Organizational Renewal

experimentation with financial stability. You will return to your company prepared to build change strategies that inspire organizational change and drive corporate success. This program is eligible for the Certificate of Management... View Details
  • 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
  • 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
  • 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
  • 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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  • 09 Jan 2024
  • In Practice

Harnessing AI: What Businesses Need to Know in ChatGPT’s Second Year

the assistance of ChatGPT) Throughout 2023, we dedicated considerable effort to assessing whether the recent strides in generative AI were mere fads or indicative of a transformative future. This period was marked by extensive View Details
Keywords: by Rachel Layne; Information Technology
  • 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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  • 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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  • 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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  • 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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  • 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
    • 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

      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
      • 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