Publications

Forthcoming
Article

Human-Algorithm Collaboration with Private Information: Naïve Advice Weighting Behavior and Mitigation

By: Maya Balakrishnan, Kris Ferreira and Jordan Tong

Even if algorithms make better predictions than humans on average, humans may sometimes have private information which an algorithm does not have access to that can improve performance. How can we help humans effectively use and adjust recommendations made by... View Details

Keywords: AI and Machine Learning; Analytics and Data Science; Forecasting and Prediction; Digital Marketing

Research Summary

Overview

For the past several decades, income inequality in the United States has steadily increased. The extent of this inequality is exacerbated when making comparisons between the very rich and poor or men and women. Professor Exley’s research is driven by a desire to better... View Details

Article

From Orientation to Behavior: The Interplay Between Learning Orientation, Open-mindedness, and Psychological Safety in Team Learning

By: Jean-François Harvey, Kevin J. Johnson, Kathryn S. Roloff and Amy C. Edmondson

Do teams with motivation to learn actually engage in the behaviors that produce learning? Though team learning orientation has been found to be positively related to team learning, we know little about how and when it actually fosters team learning. It is obviously not... View Details

Keywords: Emergent States; Goal Orientation; Open-mindedness; Psychological Safety; Team Learning; Teams; Groups and Teams; Learning; Goals and Objectives

Find at Harvard

23 Jun 2015
First Look

First Look: June 23, 2015

Publications Forthcoming National Bureau of Economic Research Innovation Policy and the Economy, Volume 16 By: Lerner, Josh, and Scott Stern Abstract—No abstract available. Publisher's link: http://papers.nber.org/books/lern15-1 2015 International Encyclopedia of the... View Details

Keywords: Sean Silverthorne

02 Jan 2024
Research & Ideas

10 Trends to Watch in 2024

The lightning-fast ascent of generative AI isn’t the only sea change on the horizon for businesses in the new year. The global economy is in flux as war, climate change, trade issues, and infrastructure problems demand attention. Many companies continue to struggle to... View Details

Keywords: by Rachel Layne

2022
Other Teaching and Training Material

Organizational Behavior Reading: Managing Differences

By: Robin Ely and Colleen Ammerman

This reading provides principles and practices managers can draw upon to leverage differences in social identities - such as gender and race - to create more effective work relationships, teams, and organizations. The Essential Reading's first section draws upon... View Details

Keywords: Diversity; Groups and Teams; Prejudice and Bias; Identity; Management Practices and Processes

2020
Working Paper

Do Lenders Still Discriminate? A Robust Approach for Assessing Differences in Menus

By: David Hao Zhang and Paul Willen

We use a new methodology to assess mortgage pricing discrimination by race. We make four main contributions. First, we show that existing estimates of mortgage pricing differences by race can be confounded by a "menu problem," which is the problem associated with... View Details

Keywords: Mortgages; Financing and Loans; Prejudice and Bias; Race; Measurement and Metrics; Banking Industry; United States

September 2019 (Revised May 2021)
Case

pymetrics: International Expansion

By: John R. Wells and Benjamin Weinstock

In August 2018, pymetrics, a solution offering neuroscience-based recruiting tests, closed a $40 million funding round that valued the business at $160 million. Over 60 companies around the globe were using pymetrics tests in their recruiting process, including... View Details

Educators

August 2021
Case

Zoom Video Communications: Building a Culture of Diversity, Equity, & Inclusion During COVID-19

By: Karen G. Mills, Scott Duke Kominers, Christopher Stanton, Andy Wu, George Gonzalez and Gabriella Elanbeck

Keywords: Diversity Management; Diversity Training; Cultural Change; Cultural Diversity; Inclusion; Inclusive Growth; Inclusive Hiring; Hiring; Hiring Of Employees; Recruiting; Performance Management; Change Leadership; Race And Ethnicity; Racial Bias; Racial Disparity; Racial Injustice; Racial Tensions; Racism; Organization; Organization Process; Organization Structure; Structural/institutional Racism; Leadership And Change Management; Leadership And Managing People; Leading; Gender Bias; Discrimination; Inequalities; Inequality; Social Change; Employee Attitude Development And Empowerment; Employee Bonding; Employee Empowerment; Employee Engagement; Employee Fairness; Employee Morale; Employee Performance Management; Employee Relations; Company Culture; Company Values; Values; COVID-19 Pandemic; Demographics; Diversity; Age; Ethnicity; Gender; Business Processes; Change Management; Change; Race; Human Capital; Human Resources; Compensation and Benefits; Employees; Employee Relationship Management; Recruitment; Retention; Selection and Staffing; Jobs and Positions; Job Interviews; Leadership; Leading Change; Management; Management Teams; Business or Company Management; Crisis Management; Goals and Objectives; Growth and Development; Growth and Development Strategy; Growth Management; Management Style; Organizational Change and Adaptation; Organizational Culture; Organizational Design; Organizational Structure; Organizations; Mission and Purpose; Culture; Happiness; Prejudice and Bias; Satisfaction; Equity; Identity; Leadership Style; Values and Beliefs; Technology Industry; United States

Educators

08 Aug 2023
Research & Ideas

Black Employees Not Only Earn Less, But Deal with Bad Bosses and Poor Conditions

for these firms, while Black employees are left out of these positions and therefore have to work in companies with worse work environments.” Zhang speculates that this sorting is due to a combination of racial discrimination by managers... View Details

Keywords: by Michael Blanding

July 2024
Article

How Artificial Intelligence Constrains Human Experience

By: A. Valenzuela, S. Puntoni, D. Hoffman, N. Castelo, J. De Freitas, B. Dietvorst, C. Hildebrand, Y.E. Huh, R. Meyer, M. Sweeney, S. Talaifar, G. Tomaino and K. Wertenbroch

Many consumption decisions and experiences are digitally mediated. As a consequence, consumer behavior is increasingly the joint product of human psychology and ubiquitous algorithms (Braun et al. 2024; cf. Melumad et al. 2020). The coming of age of Large Language... View Details

Keywords: Large Language Model; User Experience; AI and Machine Learning; Consumer Behavior; Technology Adoption; Risk and Uncertainty; Cost vs Benefits

19 Mar 2009
Working Paper Summaries

Beyond Gender and Negotiation to Gendered Negotiations

Keywords: by Deborah Kolb & Kathleen L. McGinn

22 Nov 2016
First Look

November 22, 2016

résumé audit study, we examine racial minorities’ attempts to avoid anticipated discrimination in labor markets by concealing or downplaying racial cues in job applications, a practice known as "résumé whitening." Interviews with racial... View Details

Keywords: Sean Silverthorne

October 6, 2015
Article

Compared to Men, Women View Professional Advancement as Equally Attainable, but Less Desirable

By: Francesca Gino, Caroline Ashley Wilmuth and Alison Wood Brooks

Women are underrepresented in most high-level positions in organizations. While a great deal of research has provided evidence that bias and discrimination give rise to and perpetuate this gender disparity, in the current research, we explore another explanation: men... View Details

Keywords: Personal Development and Career; Gender

Find at Harvard

February 2024
Article

Are Many Sex/Gender Differences Really Power Differences?

By: Adam D. Galinsky, Aurora Turek, Grusha Agarwal, Eric M. Anicich, Derek D. Rucker, Hannah Riley Bowles, Nira Liberman, Chloe Levin and Joe C Magee

This research addresses the long-standing debate about the determinants of sex/gender differences. Evolutionary theorists trace many sex/gender differences back to natural selection and sex-specific adaptations. Sociocultural and biosocial theorists, in contrast,... View Details

Keywords: Gender; Genetics; Power and Influence; Social Issues

September 2022
Case

Deciding When to Engage on Societal Issues

By: Hubert Joly and Amram Migdal

This case provides brief descriptions of 18 examples of corporate leaders confronting questions of whether and how to engage with societal issues, including social, political, and environmental issues. Social issues include COVID-19; social and racial justice;... View Details

Keywords: Political Issues; Social Justice; Racial Justice; Environmental Issues; Social Issues; Corporate Social Responsibility and Impact; Values and Beliefs

Educators

27 Sep 2018
Research & Ideas

Religion in the Workplace: What Managers Need to Know

Workplace, using two high-profile cases of religious discrimination that were argued before the US Supreme Court in recent years: one about a young Muslim woman who battled Abercrombie & Fitch for rejecting her job application because... View Details

Keywords: by Dina Gerdeman; Food & Beverage; Apparel & Accessories

18 Jun 2024
Research & Ideas

What Your Non-Binary Employees Need to Do Their Best Work

a similar level of discrimination in the workplace. Non-binary respondents said they experienced discrimination an average level of 1 on a 3-point scale, the same as women, with 0 being “never” and 3 being... View Details

Keywords: by Michael Blanding

2015
Case

Advanced Leadership Pathways: Paul Lee and Asian Americans Advancing Justice

By: Rosabeth Moss Kanter, Frank Jerome LaNasa and Ai-Ling Jamila Malone

Paul Lee and Asian Americans Advancing Justice 2013 AL Fellow, 2014 Senior AL Fellow
Two years after the formation of the Asian Americans Advancing Justice (AAAJ), a national affiliation of four independent Asian American civil rights groups, Paul Lee, who... View Details

Keywords: Leadership Skills; Asian; Asian Americans; Asian Americans Advancing Justice; Civil Rights; Asian Law Caucus; Asian Pacific American Legal Center; Asian American Institute; Asian American Justice Center; Immigration Issues; Immigration Reform; Affirmative Action; Coalition; Asian American Activism; Japanese; Chinese; Korean; Indian; Pakistani; Hmong; Cambodian; Laotians; Filipino; Vietnamese; Pacific Islanders; Ethnic Group; Model Minority; Anti-asian Prejudice; Pan-asian; Discrimination; Immigrants; Immigration Acts; Alien Land Laws; Sei Fujii; Naturalize; Interracial; Immigration And Nationality Act Of 1965; Refugees; War; Warfare; Vincent Chin; Bigotry; Chinatown; Boston; Social Impact; Asian American Lawyers Association; National Asian Pacific Bar Association; Asian Community Development Corporation; Asian Task Force Against Domestic Violence; Southeast Asia; Mee Moua; Change Management; Demographics; Prejudice and Bias; Rights; Immigration; Leadership; Problems and Challenges; Society; North and Central America