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. 2013 Nov;103(11):2098–2105. doi: 10.2105/AJPH.2013.301409

TABLE 1—

Variables and Data Sources in Study of Gun Ownership and Firearm Homicide Rates: United States, 1981–2010

Variable Definition Source Notes
Firearm homicides Rate/100 000 population, adjusted to 2000 age distribution WISQARS8 Missing data for NH 2008–2010; ND 2008–2010; VT 2008–2010; WY 2008, 2010; HI 2010; SD 2010
Prevalence of gun ownership Proportion of suicides committed with a firearm WISQARS8 Complete panel seriesa
Age Percentage of population aged 15–29 y WISQARS8 Complete panel seriesa
Gender Percentage of population aged 15–29 y who are male WISQARS8 Complete panel seriesa
Race/ethnicity
 Black Percentage of Blacks in population WISQARS8 Complete panel seriesa
 Hispanic Percentage of Hispanics in population US Census Bureau58 Complete panel seriesa
Poverty Percentage of population living in poverty US Census Bureau61 Complete panel seriesa
Unemployment Percentage unemployed among civilian labor force, aged ≥ 16 y US Bureau of Labor Statistics62 Complete panel seriesa
Household income Median household income (in 2010 dollars) US Bureau of the Census63 Data extrapolated for 1981–1983
Educational attainment Percentage of adults aged ≥ 25 y with college degree (≥ bachelor's) US Census Bureau60 Data interpolated for 1981–1988 and 1992
Income inequality Gini coefficient US Census Bureau64 Data interpolated for 1981–1988, 1990–1998, 2000–2005; variable rescaled in final model to ease interpretation of parameter estimate
Urbanization Percentage of population living in urbanized area or urban cluster US Census Bureau59 Data interpolated for 1991–1999 and 2001–2009; data extrapolated for 1981–1989 because 1980 Census definition of urban was different
Alcohol Per capita alcohol consumption among persons aged ≥ 14 y National Institute of Alcoholism and Alcohol Abuse65 Complete panel seriesa
Violent crime Rates of aggravated assault, robbery, and forcible rape/100 000 population Federal Bureau of Investigation66 Complete panel seriesa; variable rescaled in final model to ease interpretation of parameter estimate
Nonviolent crime Rate of property crime (burglary, larceny–theft, and motor vehicle theft)/100 000 population Federal Bureau of Investigation66 Complete panel seriesa; variable rescaled in final model to ease interpretation of parameter estimate
Hate crime Rate of hate crimes against persons/1 000 000 population Federal Bureau of Investigation67 Data available for 1995–2010; data from 1995 used for 1981–1994
Divorce Rate/1000 population National Center for Health Statistics69; US Census Bureau59 Data interpolated for 1986 in all states, interpolated for many years for CA, GA, HI, IN, LA, and MN
Hunting licenses Proportion of population aged ≥ 15 y licensed US Fish and Wildlife Service68 Complete panel seriesa
Region Census region US Census Bureau70 Complete panel seriesa
Nonfirearm homicides Rate/100 000 population, adjusted to 2000 age distribution WISQARS8 Missing data for NH 2008–2010; ND 2008–2010; VT 2008–2010; WY 2008, 2010; HI 2010; SD 2010
Incarceration Prisoners with sentence of > 1 y/100 000 population Bureau of Justice Statistics71 Data interpolated for 1981, 1982, and 1992
Suicide No./100 000 population WISQARS8 Complete panel seriesa

Note. WISQARS = Web-Based Injury Statistics Query and Reporting Systems.

a

All 50 states, 1981–2010.