Date of Award
Spring 6-14-2025
Document Type
Undergraduate Honors Thesis
Degree Name
B.A. in Economics
Organizational Unit
College of Arts Humanities and Social Sciences, Economics
First Advisor
Juan Carlos Lopez
Copyright Statement / License for Reuse
All Rights Reserved.
Keywords
Income inequality, Drug mortality, Crude death rate, Gini coefficient, Labor force participation, Nonlinear regression, Rural–urban divide, Deaths of despair, Substance use, County-level analysis, Opioid epidemic, Public health disparities
Abstract
This thesis focuses on investigating the relationship between income inequality, measured through the Gini coefficient, and drug addiction, proxied through substance-related mortality. Specifically, this thesis focuses on how these dynamics vary across rural and urban counties in the United States, using population size as a proxy. County-level data from 2016 to 2020 were collected through both the CDC and the Census Bureau and subsequently analyzed using Stata, with crude death rates from drug and alcohol causes serving as a function of the Gini coefficient, labor force participation, racial composition, and other socioeconomic indicators. Through a quadratic version of the model, a U-shaped relationship between income inequality and drug-related deaths was revealed, suggesting that both extremely equal and highly unequal counties face elevated risk (albeit for different structural reasons). Labor force participation also exhibited a nonlinear but predominantly negative association, with some evidence of an income effect at higher participation levels. Counties with higher populations of white individuals were also a significant predictor of drug mortality, aligning with the literature on “deaths of despair” in America. There were some different patterns between drug crude rates and alcohol crude rates. Ultimately, these findings express that interventions (especially economic ones) must take a nuanced approach to addressing substance abuse at the county level.
Copyright Date
6-2-2025
Publication Statement
Copyright is held by the author. User is responsible for all copyright compliance.
Rights Holder
Jonathan E. Flores
Provenance
Received from author
File Format
application/pdf
Language
English (eng)
Extent
40 pgs
File Size
336 KB
Recommended Citation
Flores, Jonathan E., "Urban-Rural Divide in Inequality’s Impact on Substance Abuse" (2025). Undergraduate Theses, Capstones, and Recitals. 49.
https://digitalcommons.du.edu/undergraduate_theses/49
Included in
Economic Policy Commons, Health Economics Commons, Inequality and Stratification Commons, Public Health Commons, Substance Abuse and Addiction Commons, Urban Studies and Planning Commons