Study: Candidate Profiling on Social Media Can Lead to Discrimination

Employers who background their job applicants on social media are more likely to discriminate against Muslims, an effect that is even more pronounced in conservative states and localities.

The study by Carnegie Mellon University researchers involved thousands of fictitious resumes and dummied-up Facebook profiles to portray candidates as either Muslim or Christian. A second part of the experiment involved candidates whose profiles indicated they were either straight or gay.

Muslim candidates, the researchers found, received far fewer interview invitations in states and locales considered conservative than did their otherwise identical Christian counterparts. No similar effect was noted in the comparison of gay and straight candidates.

A bias against Muslim candidates

“We find more extensive bias against the Muslim candidate than the gay candidate, and significantly more bias among employers in Republican states than employers in non-Republican states,” say researchers Alessandro Acquisti, associate professor of information technology and public policy at CMU’s H. John Heinz III College, and Christina Fong, senior research scientist at CMU’s Dietrich College of Humanities and Social Sciences.

Overall, Muslim candidates got 14 percent fewer interview opportunities than did the Christian candidates. But, because as recruiters and job seekers know, getting a call for an interview is so rare, the researchers say the difference is not statistically significant. “However,” the researchers say in the study, “We find evidence of discrimination linked to political party affiliation.”

According to their findings, “In more Republican-leaning states, only 2 percent of applications by the Muslim candidate received interview invitations compared to 17 percent for the Christian candidate.”

Locales were considered conservative based on whether the Republican or Democrat candidate won the popular vote in the 2012 presidential election. Of the 50 states, the researchers segmented the data into the 10 most strongly Democratic states, 10 most Republican, and classified the balance as mixed.

The Christian candidates had a clear advantage in the 10 most strongly Republican states — Alabama, Arkansas, Idaho, Kansas, Kentucky, Nebraska, Oklahoma, Utah, West Virginia and Wyoming. However, there was no perceptible difference between gay and straight candidates.

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“Significant evidence of hiring bias”

It’s worth noting that the 10 conservative states cumulatively had fewer posted job openings than did other parts of the country.

When the researchers analyzed the data by county, they found a similar result: 8 percent of the Muslim candidates were invited for an interview compared to 21 percent for Christian candidates. The county-level data, report the researchers, “show no evidence of discrimination against the gay candidate.”

“Our survey and field experiments show statistically significant evidence of hiring bias originating from information candidates shared on their online profiles,” Fong said. “Both by itself and controlling for a host of demographic and firm variables, our Muslim candidate was less likely to receive an interview invitation compared to our Christian candidate in more politically conservative states and counties.”

Although Acquisti and Fong have no way of knowing how many or which of the employers actually did a search of social media before deciding whether to interview the candidates, they estimate that between 10 percent and 33 percent of the employers did. Their estimate is derived in part from the way the study was conducted; religious affiliation and sexual orientation could only be deduced from the social profiles.

Prior to submitting some 4,000 job applications, they conducted an online survey asking participants to review both resumes and the manipulated profiles. The questionnaire they completed tested their biases.

John Zappe is the editor of and a contributing editor of John was a newspaper reporter and editor until his geek gene lead him to launch his first website in 1994. He developed and managed online newspaper employment sites and sold advertising services to recruiters and employers. Before joining ERE Media in 2006, John was a senior consultant and analyst with Advanced Interactive Media and previously was Vice President of Digital Media for the Los Angeles Newspaper Group.

Besides writing for ERE, John consults with staffing firms and employment agencies, providing content and managing their social media programs. He also works with organizations and businesses to assist with audience development and marketing. In his spare time  he can be found hiking in the California mountains or competing in canine agility and obedience competitions.

You can contact him here.


1 Comment on “Study: Candidate Profiling on Social Media Can Lead to Discrimination

  1. There have been numerous other studies that have come to the conclusion that people with “non-white” (very generic generalization, I know) names get fewer interviews when submitting resumes, the question is, is this getting worse because now in addition to just a “weird foreign name” you get a picture of a “foreign looking person”. Is this more throwing the baby out with the bath water because we are focused on the superficial?

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