Publications

20 Jan 2021
News

Unconscious Bias in Retail and Marketing

June 2020
Article

How Scheduling Can Bias Quality Assessment: Evidence from Food Safety Inspections

By: Maria Ibanez and Michael W. Toffel

Accuracy and consistency are critical for inspections to be an effective, fair, and useful tool for assessing risks, quality, and suppliers—and for making decisions based on those assessments. We examine how inspector schedules could introduce bias that erodes... View Details

Keywords: Assessment; Bias; Inspection; Scheduling; Econometric Analysis; Empirical Research; Regulation; Health; Food; Safety; Quality; Performance Consistency; Governing Rules, Regulations, and Reforms

Using data from a prominent online platform for launching new digital products, we document that ‘sampling bias’—defined as the difference between a startup’s target customer base and the actual sample on which early ‘beta tests’ are conducted—has a systematic and... View Details

26 Jan 2020
News

How to Overturn Workplace Prejudice about ‘Foreign’ Accents

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

October 2024
Article

Sampling Bias in Entrepreneurial Experiments

By: Ruiqing Cao, Rembrand Koning and Ramana Nanda

Using data from a prominent online platform for launching new digital products, we document that ‘sampling bias’—defined as the difference between a startup’s target customer base and the actual sample on which early ‘beta tests’ are conducted—has a systematic and... View Details

Keywords: Target Market; Sampling Biases; Beta Testing; Product Launch; Entrepreneurship; Gender

January–February 2019
Article

Who Loses When a Team Wins? Better Performance Increases Racial Bias

By: Letian Zhang

Although it is well known that organizational and team performance influences strategic decision-making, little is known about its impact on ascriptive inequality. This study proposes a performance effect on racial bias: higher team performance reduces managers’... View Details

Keywords: Discrimination; Race And Ethnicity; Performance Feedback; NBA; Prejudice and Bias; Race; Ethnicity; Performance; Sports

13 Dec 2022
Research & Ideas

The Color of Private Equity: Quantifying the Bias Black Investors Face

Black venture capital and growth investors have a much harder time getting funding than white investors, because—despite efforts to bring more racial diversity to financial services—private equity’s gatekeepers remain mostly white,... View Details

Keywords: by Pamela Reynolds; Financial Services

Article

Deep Down My Enemy Is Good: Thinking about the True Self Reduces Intergroup Bias

By: Julian De Freitas and Mina Cikara

Intergroup bias—preference for one's in-group relative to out-groups—is one of the most robust phenomena in all of psychology. Here we investigate whether a positive bias that operates at the individual-level, belief in a good true self, may be leveraged to reduce... View Details

Keywords: Intergroup Bias; True Self; Essentialism; Lay Theories

2023
Working Paper

Feature Importance Disparities for Data Bias Investigations

By: Peter W. Chang, Leor Fishman and Seth Neel

It is widely held that one cause of downstream bias in classifiers is bias present in the training data. Rectifying such biases may involve context-dependent interventions such as training separate models on subgroups, removing features with bias in the collection... View Details

Keywords: AI and Machine Learning; Analytics and Data Science; Prejudice and Bias

2018
Working Paper

Ideological Bias and Trust in Information Sources

By: Matthew Gentzkow, Michael B. Wong and Allen T Zhang

January 1982
Article

A Negativity Bias in Interpersonal Evaluation

By: T. M. Amabile and A. H. Glazebrook

Two studies were conducted to demonstrate a bias toward negativity in evaluations of persons or their work in particular social circumstances. In Study 1, subjects evaluated materials written by peers. Those working under conditions that placed them in low status... View Details

Keywords: Social Psychology; Status and Position; Prejudice and Bias; Performance Evaluation; Situation or Environment; Perception; Attitudes

01 Jun 2011
News

Racial Bias Pervades Health Care

Distinguished Professor of Medical Education and professor of orthopedic surgery at Harvard Medical School and was the first African American department chief at Harvard’s teaching hospitals. In his new... View Details

Keywords: Sean Silverthorne; Health, Social Assistance

21 Jul 2020
Cold Call Podcast

Starbucks Commits to Raising Awareness of Racial Bias

Keywords: & Katherine B. Coffman; Food & Beverage; Service

05 Jul 2006
Working Paper Summaries

Analyst Disagreement, Forecast Bias and Stock Returns

Keywords: by Anna Scherbina; Financial Services

20 Jan 2014
News

Online marketplaces may encourage bias

February 2021
Case

The Tulsa Massacre and the Call for Reparations

By: Mihir Desai, Ruth Page, Suzanne Antoniou and Leanne Fan

How should historic social injustices be addressed? Survivors of the 1921 Tulsa Massacre and their descendants, including Representative Regina Goodwin of Tulsa, believe they should be addressed through reparations and have consequently continued to push the government... View Details