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Are you likely to flee Facebook? New research reveals what types of people are deactivating their Facebook accounts.

The study comes at a time when Facebook is dealing with the fallout from the Cambridge Analytica data sharing scandal and the proliferation of fake news on the platform.

The research by Eric P.S. Baumer, an assistant professor at Lehigh University’s department of computer science and engineering, examines the demographic and socioeconomic factors behind Facebook use and non-use.

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“Deactivation, either actual or considered, is more common among respondents who are younger, seeking employment, or not married,” explained Lehigh University, in a statement.

The study analyzed data collected by Cornell's Survey Research Institute in 2015 for the Cornell National Social Survey. The research is based on responses from 1,000 U.S. households following a phone survey of adults 18 years or older.

“Current Facebook use is more common among respondents who are: middle aged (40 to 60), female, not seeking employment, of Asian descent, or currently married,” the university said, in its statement.

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Baumer found eight key predictors of Facebook use or non-use: age, gender, marital status, whether the respondent had looked for work in the past four weeks, household income, race, and social ideology and, intriguingly, weight.

“Heavier respondents were less likely to have considered deactivating their account and to have never had an account,” the university said, in its statement. “Lower-weight respondents are more likely only to consider deactivating, while higher-weight respondents are more likely to have actually deactivated.”

The research was presented at the 2018 Association for Computing Machinery (ACM) conference in Montreal on April 25, 2018. The study was also published in the ACM Digital Library.

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"The analysis helps to explain the ways that Facebook, and likely all social media, are not representative of the broader population," said Baumer, in the statement. "Facebook users are more likely older, female, higher income earners, married and ideologically liberal."

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