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Miller et al. find benefits of Medicaid for pregnant mothers in 1980s carry over two generations

Starr's findings account for some of the 19% black-white gap in federal sentencing

Frey says suburbs are aging, cities draw millennials

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Bailey et al. find higher income among children whose parents had access to federal family planning programs in the 1960s and 70s

U-M's campus climate survey results discussed in CHE story

U-M honors James Jackson's groundbreaking work on how race impacts the health of black Americans

U-M is the only public and non-coastal university on Forbes' top-10 list for billionaire production

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Mon, Jan 22, 2018, noon: Narayan Sastry

Matthew D. Shapiro

Shapiro says Twitter-based employment index provides real-time accuracy

a PSC In The News reference, 2014

"Tweet Analysis Paints More Accurate Employment Picture Than The US Government Release" - International Business Times. 08/25/2014.

Matthew Shapiro and colleagues have found a way to use Twitter data to create indices of U.S. employment (job loss, job search, job posting) -- indices that have performed well in comparison to survey-based economic indicators. In addition to their accuracy, Twitter data yield results faster and cheaper than comparable employment survey data. Shapiro says that, especially at "turning points or times of crisis, having something available instantaneously is critical for policymakers."

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Related paper

Researcher:

Matthew D. Shapiro

More Media Coverage:

CBS News. Researchers: Unemployment rate isn't accurate. 8/27/2014.

Headlines & Global News. Unemployment Rate Is Inaccurate, Higher Than Reported, Researchers Claim. 9/2/2014.

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