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(1,111)
- News (185)
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- Faculty Publications (486)
Show Results For
- All HBS Web
(1,111)
- News (185)
- Research (737)
- Events (5)
- Multimedia (18)
- Faculty Publications (486)
- 2023
- Article
Provable Detection of Propagating Sampling Bias in Prediction Models
By: Pavan Ravishankar, Qingyu Mo, Edward McFowland III and Daniel B. Neill
With an increased focus on incorporating fairness in machine learning models, it becomes imperative not only to assess and mitigate bias at each stage of the machine learning pipeline but also to understand the downstream impacts of bias across stages. Here we consider... View Details
Ravishankar, Pavan, Qingyu Mo, Edward McFowland III, and Daniel B. Neill. "Provable Detection of Propagating Sampling Bias in Prediction Models." Proceedings of the AAAI Conference on Artificial Intelligence 37, no. 8 (2023): 9562–9569. (Presented at the 37th AAAI Conference on Artificial Intelligence (2/7/23-2/14/23) in Washington, DC.)
- 28 Feb 2022
- News
How Racial Bias Taints Customer Service: Evidence from 6,000 Hotels
- 09 Aug 2022
- News
A Lesson from Google: Can AI Bias be Monitored Internally?
- 31 Oct 2013
- News
Home Bias Hurts Institutional Investors
- 10 May 2016
- Video
2016 G&WS: Kieran Snyder Presents “Measuring Unconscious Bias in Text”
- 01 Mar 2016
- News
Research Brief: The Benefits of Bias
specialized expertise to the process—which some worry might create subject-area bias in the decision-making process and affect the quality of research. Assistant Professor Danielle Li takes a mathematical approach to examining this issue... View Details
Keywords: Erin Peterson
- Web
Actively Addressing Unconscious Bias in Recruiting - Recruiting
Insights & Advice 16 Jun 2023 Actively Addressing Unconscious Bias in Recruiting Becca Carnahan & Christopher Moore Author HBS Team tag All Industries All Locations Diversity, Inclusion, & Belonging Recruiting Advice Recruiting Strategies... View Details
- Research Summary
Analyst Disagreement, Forecast Bias and Stock Returns
We present evidence of inefficient information processing in
equity markets by documenting that biases in analysts' earnings
forecasts are reflected in stock prices. In particular, investors
fail to account for analysts' tendency to withhold negative views
and to issue... View Details
- 08 Aug 2013
- News
Study finds online ratings vulnerable to bias
- 05 Jun 2018
- News
Did The Starbucks Racial Bias Training Work?
- 18 Oct 2004
- Research & Ideas
The Bias of Wall Street Analysts
If it's one lesson the individual investor learned the hard way from the collapse of Enron, it is that the recommendations of Wall Street stock analysts can be influenced by much more than purely objective research. Just look at the large number of analysts who kept... View Details
- 21 Aug 2013
- News
Educate Everyone About Second-Generation Gender Bias
- 12 Dec 2015
- News
Racial bias in everything: Airbnb edition
- 20 Jan 2021
- News
Unconscious Bias in Retail and Marketing
- 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
Zhang, Letian. "Who Loses When a Team Wins? Better Performance Increases Racial Bias." Organization Science 30, no. 1 (January–February 2019): 40–50.
- 01 Oct 2019
- News
The bias that can cause catastrophe
- 16 Nov 2016
- News
The best ways to combat bias
- 19 Nov 2019
- Op-Ed
Gender Bias Complaints against Apple Card Signal a Dark Side to Fintech
In late August, the Apple Card debuted with a minimalist look and completely “no fee” model, creating a frenzy of anticipation. Millions signed up to be alerted for the release. Designed to boost traffic to its slow-to-be-adopted Apple Pay system and increase consumer... View Details
- 18 Oct 2022
- Research & Ideas
When Bias Creeps into AI, Managers Can Stop It by Asking the Right Questions
algorithm generates fair outcomes. As the algorithm sorts through information to optimize its objective, BEAT detects and eliminates bias at key points in the training process. For instance, BEAT could help a car service charge surge... View Details
Keywords: by Rachel Layne