Reexamining criminal behavior: The importance of omitted variable bias

• 成果类型: Article
• 署名作者: Mustard, DB
• 署名单位: University System of Georgia; University of Georgia
• 刊物名称: REVIEW OF ECONOMICS AND STATISTICS
• ISSN/ISSBN: 0034-6535
• DOI: 10.1162/rest.2003.85.1.205
• 发表日期: 2003-02
• 页码: 205-211
• 关键词: crime rates; deterrence; PUNISHMENT; income; LAWS

摘要

Recently many papers have used the arrest rate to measure punishments in crime-rate regressions. However, arrest rates account for only a portion of the criminal sanction. Conviction rates and time served are theoretically important, but rarely used, and excluding them generates omitted variable bias if they are correlated with the arrest rate. This paper uses the most complete set of conviction and sentencing data to show that arrest rates are negatively correlated with these normally excluded variables. Consequently, previous estimates of arrest-rate effects are understated by as much as 50%. Also, conviction rates, but not sentence lengths, have significant explanatory power in standard crime-rate regressions.