Publications

Find at Harvard

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

31 Aug 2010
Working Paper Summaries

Multinational Firms, Labor Market Discrimination, and the Capture of Competitive Advantage by Exploiting the Social Divide

Keywords: by Jordan I. Siegel, Lynn Pyun & B.Y. Cheon

2022
Article

A Human-Centric Take on Model Monitoring

By: Murtuza Shergadwala, Himabindu Lakkaraju and Krishnaram Kenthapadi

Predictive models are increasingly used to make various consequential decisions in high-stakes domains such as healthcare, finance, and policy. It becomes critical to ensure that these models make accurate predictions, are robust to shifts in the data, do not rely on... View Details

Keywords: AI and Machine Learning; Research and Development; Demand and Consumers

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

19 Mar 2009
Working Paper Summaries

Beyond Gender and Negotiation to Gendered Negotiations

Keywords: by Deborah Kolb & Kathleen L. McGinn

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

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

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

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

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

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

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

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

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