Chicago Sun-Times (Sunday)

FINANCES OF FRIENDSHIP IN CHICAGO

Uptown has most friendship­s between lower- and higher-income residents in city, new study finds

- BY CHARMAINE RUNES Charmaine Runes is WBEZ’s data/visuals reporter. Follow her @maerunes.

From Uptown to Beverly, Chicagoans notoriousl­y take great pride in their neighborho­od, and a new study found that neighborho­od friendship­s offer one of the strongest predictors for upward economic mobility.

The key finding was that low-income residents had a better chance of improving their economic status if they grew up in a neighborho­od where it was easy to become friends with high-income people.

Researcher­s from Harvard University and the U.S. Census Bureau used Facebook data and anonymized tax records to examine the role cross-class friendship­s — or “economic connectedn­ess” — have on future income.

Uptown is one of the highestran­ked areas in the country in terms of cross-class friendship­s: About 63% of low-income friendship­s in the 60613 ZIP code are with high-income people, the study estimates. In West Englewood, that figure drops to 24%.

But what makes cross-class friendship­s possible in the first place?

The researcher­s looked into two determinan­ts of economic connectedn­ess: the share of high-income residents in a low-income neighborho­od (or exposure), and the likelihood of friendship­s among these economic groups (or friending bias), which they measured with social media network data.

For example, low-income residents in the 60625 ZIP code in Lincoln Square and the 60638 ZIP code in Clearing have a similar percentage of high-income friends. But the paths to make friends are very different. In Lincoln Square, lowincome residents are more likely to meet high-income people, but they are a lot less likely to become friends. In Clearing, low-income residents meet fewer high-income people, but they are more likely to become friends.

Exposure and friending bias work in opposition: The higher the exposure, the more likely the crossclass friendship­s, but the higher the friend bias, the lower their chances.

Having rich friends as a child doesn’t guarantee you’ll be making more than your parents when you grow up, but according to this study, it sure helps.

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 ?? SUN-TIMES FILE ?? The marquee at the Uptown Theatre in Chicago.
SUN-TIMES FILE The marquee at the Uptown Theatre in Chicago.

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