• Home
  • Latest
  • Fortune 500
  • Finance
  • Tech
  • Leadership
  • Lifestyle
  • Rankings
  • Multimedia

Trendingnow

1

'We didn’t see this coming': Wall Street eats its forecasts as stocks sell off globally on fear of AI bubble ahead of SpaceX IPO

2

Gen Zers are arriving at college unable to even read a sentence—professors warn it could lead to a generation of anxious and lonely graduates

3

Trump, who has repeatedly called climate change fake, is now threatening Brazil with tariffs over the deforestation of the Amazon

1

'We didn’t see this coming': Wall Street eats its forecasts as stocks sell off globally on fear of AI bubble ahead of SpaceX IPO

2

Gen Zers are arriving at college unable to even read a sentence—professors warn it could lead to a generation of anxious and lonely graduates

3

Trump, who has repeatedly called climate change fake, is now threatening Brazil with tariffs over the deforestation of the Amazon
Commentarydiscrimination

Most people believe they don’t see color–but only empirically proven ‘blinding’ policies can reduce discrimination in the labor market and criminal justice system

By
Sunita Sah
Sunita Sah
Down Arrow Button Icon
By
Sunita Sah
Sunita Sah
Down Arrow Button Icon
July 13, 2023, 5:47 AM ET
A statue of Themis, the Greek goddess of Justice, in central Hong Kong.
A statue of Themis, the Greek goddess of Justice, in central Hong Kong.Fung Chang - South China Morning Post - Getty Images

Justice is supposed to be blind, rendered without passion or prejudice, but women and people of color are being discriminated against by the systematic lack of “blinding”–the removal of irrelevant details such as a person’s name, race, and gender–in both the criminal justice system and the labor market. As a college professor who routinely anonymizes student papers before grading them to avoid being biased by personal impressions from class, I know that blinding is an effective technique based on a common-sense principle: decision-makers cannot be biased by information they do not have.

Few of us set out to discriminate, yet without blinding, when choosing among job candidates or handing down prison time, our decisions are often biased. In the job market, résumés with white-sounding names receive twice the amount of callbacks for interviews as African American ones, such that some racial minority job applicants attempt to “whiten” their résumés by concealing or downplaying information that identifies their race. And, potential investors ask women entrepreneurs tougher questions than they ask men, limiting the women’s ability to raise capital.

In the U.S. criminal justice system, prosecutors exercise broad discretion over whom to charge and with what crime, and they disproportionately incarcerate people of color with longer sentences than their white peers. They also control plea bargaining, the process through which the vast majority of criminal cases are resolved with virtually no judicial involvement or oversight. A review of 34 empirical studies examining prosecutorial decision-making found that at each stage of the process, minorities receive disproportionately harsher judgments.

Everyone deserves to be treated fairly, yet decision-makers’ conscious and unconscious biases often work against equitable treatment. So far, little has been done to systematically tackle this problem. My colleagues and I proposed a comprehensive policy proposal outlining an intervention that could help a great deal: Removing irrelevant details like name, race, and gender from the decision-making process.

By decreasing bias, blinding policies increase trust and confidence in the legitimacy of consequential decisions. They are already used widely in medical trials of new drugs and in academic peer reviews of research. Blinding also has been proven to reduce bias in employment and criminal justice contexts.

When employers proactively blind themselves to potentially biasing information about job candidates, they produce fairer and more accurate assessments. For instance, when musicians auditioned for a symphony orchestra behind a screen concealing their identity from the panel, the proportion of women musicians being hired significantly increased. Blinding enforced impartiality among the selectors, substantially reducing gender bias.

Despite the effectiveness of blinding policies, less than 20% of organizations currently implement blinding to reduce bias in hiring. Simple changes such as removing names, images, and any other potentially identifying information from candidates’ résumés before evaluation could go a long way toward reducing gender and racial bias in hiring. Although in most recruitment situations, the decisions may eventually become “unblinded” before final selection, initial blinding eliminates bias at the early stages increasing the diversity of candidates that make the short list.

Turning to the criminal justice system, prosecutors rarely come into direct contact with suspects; instead, they typically consult police files and defense attorneys rather than the defendants themselves when deciding whom to charge and how. Although it is standard practice to include a suspect’s race and mugshots in their police file, this could easily be redacted by case-management software or office assistants. Blinding prosecutors to defendants’ race could meaningfully reduce unconscious bias and help increase public trust in the legitimacy of the criminal justice system.

The Yolo County District Attorney in California has tried out blinding, with encouraging results. Using software developed by Stanford University that removes names, locations, and any other racially identifying information from police reports, prosecutors are able to make truly “race-blind” charging decisions on incoming misdemeanor and felony cases. The success of this pilot as well as others led legislators in California to pass a new bill, which mandates the use of race-obscured charging decisions across the state by 2025.

Unfortunately, while people often acknowledge the benefits of blinding, they still often choose to receive irrelevant and potentially biasing information. They may believe in their ability to remain objective, but such claims don’t hold up, and confidence in one’s ability to remain impartial can even further bias in decision-making. Rather than being an individual choice, blindness must be adopted as policy to improve equality in both our labor market and criminal justice systems.

Sunita Sah, M.D., MBA, Ph.D. is the director of Cornell University Academic Leadership Institute and a professor of management and organizations at the Cornell SC Johnson College of Business.

The opinions expressed in Fortune.com commentary pieces are solely the views of their authors and do not necessarily reflect the opinions and beliefs of Fortune.

About the Author
By Sunita Sah
See full bioRight Arrow Button Icon

Latest in Commentary

Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025

Most Popular

Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Fortune Secondary Logo
Rankings
  • 100 Best Companies
  • Fortune 500
  • Global 500
  • Fortune 500 Europe
  • Most Powerful Women
  • World's Most Admired Companies
  • See All Rankings
  • Lists Calendar
Sections
  • Finance
  • Fortune Crypto
  • Features
  • Leadership
  • Health
  • Commentary
  • Success
  • Retail
  • Mpw
  • Tech
  • Lifestyle
  • CEO Initiative
  • Asia
  • Politics
  • Conferences
  • Europe
  • Newsletters
  • Personal Finance
  • Environment
  • Magazine
  • Education
Customer Support
  • Frequently Asked Questions
  • Customer Service Portal
  • Privacy Policy
  • Terms Of Use
  • Single Issues For Purchase
  • International Print
Commercial Services
  • Advertising
  • Fortune Brand Studio
  • Fortune Analytics
  • Fortune Conferences
  • Business Development
  • Group Subscriptions
About Us
  • About Us
  • Press Center
  • Work At Fortune
  • Terms And Conditions
  • Site Map
  • About Us
  • Press Center
  • Work At Fortune
  • Terms And Conditions
  • Site Map
  • Facebook icon
  • Twitter icon
  • LinkedIn icon
  • Instagram icon
  • Pinterest icon

Latest in Commentary

250
Commentary250 Years of Innovation
America turns 250. Its greatest innovation was never a product — it was a system that let anyone build one
By Keith KrachJune 7, 2026
2 days ago
retirement
CommentaryRetirement
Retiring at 62 costs the average American $250,000. Here’s the math (and the neuroscience) that explain why
By Jon SabesJune 7, 2026
2 days ago
da
CommentaryIPOs
The short seller’s argument nobody on the coming mega IPO roadshow wants you to make
By Bhaskar ChakravortiJune 7, 2026
2 days ago
bs
CommentaryCalifornia
I’ve sold property on California’s Central Coast for decades. The buyers chasing ranch and winery estates are after more than a lifestyle
By Lindsey HarnJune 6, 2026
3 days ago
home
CommentaryHousing
One in five homebuyers is a single woman – here’s what’s driving the shift
By Kathy CollinsJune 6, 2026
3 days ago
sa
CommentaryIPOs
When good money goes bad: the question SpaceX and OpenAI investors aren’t asking
By Rory McDonaldJune 6, 2026
3 days ago

Most Popular

'We didn’t see this coming': Wall Street eats its forecasts as stocks sell off globally on fear of AI bubble ahead of SpaceX IPO
Economy
'We didn’t see this coming': Wall Street eats its forecasts as stocks sell off globally on fear of AI bubble ahead of SpaceX IPO
By Jim EdwardsJune 8, 2026
20 hours ago
Gen Zers are arriving at college unable to even read a sentence—professors warn it could lead to a generation of anxious and lonely graduates
Success
Gen Zers are arriving at college unable to even read a sentence—professors warn it could lead to a generation of anxious and lonely graduates
By Preston ForeJune 7, 2026
2 days ago
Trump, who has repeatedly called climate change fake, is now threatening Brazil with tariffs over the deforestation of the Amazon
Environment
Trump, who has repeatedly called climate change fake, is now threatening Brazil with tariffs over the deforestation of the Amazon
By Sasha RogelbergJune 8, 2026
9 hours ago
'The golden years are not golden': Boomers are hoarding most of America's wealth and power because they're terrified of outliving their money
Economy
'The golden years are not golden': Boomers are hoarding most of America's wealth and power because they're terrified of outliving their money
By Nick LichtenbergJune 7, 2026
2 days ago
Current price of oil as of June 8, 2026
Personal Finance
Current price of oil as of June 8, 2026
By Joseph HostetlerJune 8, 2026
16 hours ago
SpaceX's IPO will also be a massive selling event triggering big price dislocations across the stock market as investors dump shares to buy SPCX
Investing
SpaceX's IPO will also be a massive selling event triggering big price dislocations across the stock market as investors dump shares to buy SPCX
By Jason MaJune 7, 2026
1 day ago

© 2026 Fortune Media IP Limited. All Rights Reserved. Use of this site constitutes acceptance of our Terms of Use and Privacy Policy | CA Notice at Collection and Privacy Notice | Do Not Sell/Share My Personal Information
FORTUNE is a trademark of Fortune Media IP Limited, registered in the U.S. and other countries. FORTUNE may receive compensation for some links to products and services on this website. Offers may be subject to change without notice.