A one percent increase in the unemployment rate will increase the violent crime rate by 14.3 per 100,000 inhabitants. ... Surprisingly, a unit increase in GDP per capita will increase the violent crime rate by . 0051 per 100,000 inhabitants, and is statistically significant at the 5% level.