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The stories behind the data, and the data behind the stories

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Monday, February 5, 2007

Is Cincinnati's homicide rate better than it looks?

The bad news on Cincinnati's homicide rate is obvious from the headlines. There were 89 killings last year (a modern record) and, with 10 in Janurary, the city is already on pace to blow that number away this year.

The good news, at least according to three prominent criminologists, is that it's not as bad as it looks.

The Improving Crime Data project at the University of Georgia attempts to adjust homicide rates after controlling for a number of "crime-producing factors": the poverty rate, the male unemployment rate, the black population, the number of single mothers, the median family income, neighborhood stability and city population.

After running the numbers on Cincinnati's 2005 homicide rate, the city dropped from 8th to 19th. And it puts Cincinnati's adjusted homicide rate below peer cities like Columbus and Indianapolis.

That adjusted ranking means that Cincinnati actually had fewer homicides than would be expected given its population. And, the authors suggest, it could mean that Cincinnati's anti-crime policies are actually working. The authors explain:
Police and other public officials, especially in high-crime cities, often complain that ranking cities by their crime rates -- as in the recent Morgan Quitno Press crime rankings -- is misleading and unfair because cities differ in poverty, racial disadvantage, and other crime-producing factors beyond their control. Criminologists Richard Rosenfeld, Alfred Blumstein, and Robert Friedmann applied a statistical model that adjusts each city's homicide figures for such factors. The researchers maintain that the model produces a more meaningful comparison of city homicide levels, especially for providing insight into the effectiveness of criminal justice policies and programs.

Of course, the study is based on 2005 data, when the city had 79 homicides. We'll have to wait until next year to see whether the most recent spike in homicides negates those findings.

SOURCE: City Homicide Rankings Adjusted for Differences in Crime-Producing Factors

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