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Specifically excluded from this category are motorboats, construction
equipment, airplanes and farming equipment.
APPENDIX II
Explanation of County-level Data
The number of arrests and offenses for each crime in every U.S. county from 1977-1996 was
obtained from the Federal Bureau of Investigation’s Uniform Crime Report County-level Data.
When the UCR data had an observation with a FIPS code that did not match any county listed
in the codebooks, that observation was deleted.
One significant problem with the offense data has occurred since 1985. When ICPSR compiles
the FBI data, it cannot distinguish between legitimate values of 0 and values of 0 that should
have been coded missing.48 If an individual offense or arrest category had a value of 0 and that
county had non-zero values for other crime categories, we used the raw data. This rule was
followed because the FBI and ICPSR indicated that law enforcement agencies normally report
the data for all crimes and do not selectively send data for some types of crimes and not for
others. If the number of offenses and arrests was 0 for all categories in a given county in a given
year, then that county was assigned missing values for all offense and arrest rates.
State populations were taken from the Statistical Abstract of the United States. The county
population, age, sex and race data for all years except 1990 and 1992 were obtained from the
U.S. Department of Commerce, a division of the Bureau of the Census. All population measures
estimate the July 1 population for the respective years.49 The age distributions of large military
installations, colleges, and institutions were estimated by a separate procedure.

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