Publications

05 Jul 2016
First Look

July 5, 2016

Organizations can use elements of self-management in areas where the need for adaptability is high and traditional models where reliability is paramount. Publisher's link: https://www.hbs.edu/faculty/Pages/item.aspx?num=51297 forthcoming Conservation Letters Advancing... View Details

Keywords: Sean Silverthorne

Article

Smart People Ask for (My) Advice: Seeking Advice Boosts Perceptions of Competence

By: A.W. Brooks, F. Gino and M.E. Schweitzer

Although individuals can derive substantial benefits from exchanging information and ideas, many individuals are reluctant to seek advice from others. We find that people are reticent to seek advice for fear of appearing incompetent. This fear, however, is misplaced.... View Details

Keywords: Behavior; Cognition and Thinking

2022
Working Paper

The Disagreement Problem in Explainable Machine Learning: A Practitioner's Perspective

By: Satyapriya Krishna, Tessa Han, Alex Gu, Javin Pombra, Shahin Jabbari, Steven Wu and Himabindu Lakkaraju

As various post hoc explanation methods are increasingly being leveraged to explain complex models in high-stakes settings, it becomes critical to develop a deeper understanding of if and when the explanations output by these methods disagree with each other, and how... View Details

Keywords: AI and Machine Learning; Analytics and Data Science; Mathematical Methods

20 Sep 2011
First Look

First Look: September 20

more likely to involve collaboration across locations, particularly with inventors from the firm's primary R&D site. Our results suggest that R&D dynamics in clusters are heavily influenced by multi-location firms with innovative... View Details

Keywords: Sean Silverthorne

30 Oct 2018
First Look

New Research and Ideas, October 30, 2018

Developing Theory Using Machine Learning Methods By: Choudhury, Prithwiraj, Ryan Allen, and Michael G. Endres Abstract—We describe how to employ machine learning (ML) methods in theory development. Compared... View Details

Keywords: Dina Gerdeman

25 Nov 2008
First Look

First Look: November 25, 2008

asked to consider whether entry into web services by Amazon, which had established its brand in retail, represented a prudent move by the company. The case provides an opportunity to highlight the benefits... View Details

Keywords: Martha Lagace

2015
Published Proceedings

Academic Engagement in Public and Political Discourse: Proceedings of the Michigan Meeting, May 2015

By: Andrew J. Hoffman, Kirsti Ashworth, Chase Dwelle, Peter Goldberg, Andrew Henderson, Louis Merlin, Yulia Muzyrya, Norma-Jean Simon, Veronica Taylor, Corinne Weisheit and Sarah Wilson

What is the role of the academic scholar within the discussions of the global challenges that are relevant to society, such as sustainability, health care, gun control, fiscal policy, and international affairs? How do scholars engage in a world in which knowledge is... View Details

Keywords: Higher Education; Social Issues; Knowledge Sharing; Communication Strategy

January 2009
Article

Team Familiarity, Role Experience, and Performance: Evidence from Indian Software Services

By: Robert S. Huckman, Bradley R. Staats and David M. Upton

Much of the literature on team learning views experience as a unidimensional concept captured by the cumulative production volume of, or the number of projects completed by, a team. Implicit in this approach is the assumption that teams are stable in their membership... View Details

Keywords: Experience and Expertise; Learning; Performance Improvement; Projects; Groups and Teams; Familiarity; Information Technology Industry; India

2008
Book

On Competition

By: M. E. Porter

Competition is one of society's most powerful forces for making things better in many ﬁelds of human endeavor. The study of competition and the creation of value, in their full richness, have preoccupied me for several decades. Competition is pervasive, whether it... View Details

Keywords: Leadership; Practice; Competitive Strategy; Theory; Value Creation

14 Jul 2009
First Look

First Look: July 14

difference between both kinds of firms is that OS share their technological advances on the primary good, while P keep their innovations private. The main contribution of the paper is to determine conditions under which OS and P coexist in equilibrium. Interestingly,... View Details

Keywords: Martha Lagace

March–April 2023
Article

Market Segmentation Trees

By: Ali Aouad, Adam Elmachtoub, Kris J. Ferreira and Ryan McNellis

Problem definition: We seek to provide an interpretable framework for segmenting users in a population for personalized decision making. Methodology/results: We propose a general methodology, market segmentation trees (MSTs), for learning market... View Details

Keywords: Decision Trees; Computational Advertising; Market Segmentation; Analytics and Data Science; E-commerce; Consumer Behavior; Marketplace Matching; Marketing Channels; Digital Marketing

November 2022 (Revised January 2023)
Case

Hugging Face: Serving AI on a Platform

By: Shane Greenstein, Daniel Yue, Kerry Herman and Sarah Gulick

It is fall 2022, and open-source AI model company Hugging Face is considering its three areas of priorities: platform development, supporting the open-source community, and pursuing cutting-edge scientific research. As it expands services for enterprise clients, which... View Details

Keywords: Community; Open-source; AI and Machine Learning; Product Development; Networks; Service Delivery; Research; Governance; Business and Stakeholder Relations; Information Industry; Technology Industry; United States

Educators

2011
Book

Flying Without a Net: Turn Fear of Change into Fuel for Success

By: Thomas J. DeLong

Confronted by omnipresent threats of job loss and change, even the brightest among us are anxious. In response, we're hunkering down, blocking ourselves from new challenges. This response hurts us and our organizations, but we fear making ourselves even more vulnerable... View Details

Keywords: Leadership Style; Personal Development and Career; Problems and Challenges; Attitudes; Behavior

December 2005 (Revised March 2007)
Case

Innovation and Collaboration at Merrill Lynch

By: Boris Groysberg and Ingrid Vargas

In the spring of 2005, Candace Browning, head of Global Securities Research and Economics at Merrill Lynch, led about 500 Merrill Lynch analysts worldwide in a collaborative effort to produce innovative research, most of them accustomed to working independently in... View Details

Keywords: Leadership; Groups and Teams; Management Teams; Decision Making; Collaborative Innovation and Invention; Negotiation; Mathematical Methods; Strategy; Human Resources; Motivation and Incentives; Banking Industry; Financial Services Industry

Educators

2012
Working Paper

No News Is Good News: CSR Strategy and Newspaper Coverage of Negative Firm Events

By: Jiao Luo, Stephan Meier and Felix Oberholzer-Gee

One of the benefits of Corporate Social Responsibility (CSR) programs, it has been argued, is that they build up a reservoir of public good will, shielding companies in times of trouble. In this paper, we test the view that CSR provides protection from public ire by... View Details

Keywords: Corporate Social Responsibility and Impact; Crisis Management; Media; Newspapers; Business and Community Relations; Corporate Strategy

9 Jul 2021
Interview

Matthew Barzun and Amy Edmondson

By: Amy C. Edmondson and Matthew Barzun

Writer Matthew Barzun speaks with Harvard Professor and author Amy Edmondson about Barzun's book, "The Power of Giving Away Power: How the Best Leaders Learn to Let Go". Matthew Barzun has served as U.S. ambassador to the United Kingdom and Sweden. He served as... View Details

2021
Chapter

Dis-Atlanticism: The West in an Era of Global Fragmentation

By: Rawi Abdelal and Ulrich Krotz

BOOK ABSTRACT: Is the EU a Success or a Failure? Should It Stay or Should It Go? Britain and the EU. The Big Waste or Essential to Feed Europe? The Common Agricultural Policy. Observers of the European Union could be forgiven in thinking that since its inception the EU... View Details

30 Aug 2016
First Look

August 30, 2016

variation generated by the experimental treatments, we model sales force performance to identify the effectiveness of various forms of conditional and unconditional compensation. We account for salesperson heterogeneity View Details

Keywords: Carmen Nobel

Article

Eliminating Unintended Bias in Personalized Policies Using Bias-Eliminating Adapted Trees (BEAT)

By: Eva Ascarza and Ayelet Israeli

An inherent risk of algorithmic personalization is disproportionate targeting of individuals from certain groups (or demographic characteristics such as gender or race), even when the decision maker does not intend to discriminate based on those “protected”... View Details

Keywords: Algorithm Bias; Personalization; Targeting; Generalized Random Forests (GRF); Discrimination; Customization and Personalization; Decision Making; Fairness; Mathematical Methods