ArticleScientific reports2023
Understanding the association between county-level unemployment and health stratified by education and income in the southwestern United States.
Article in Scientific reports, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.
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6 citing papers in PubMed, 13 citations in OpenAlex.
- The Role of Income and Health Insurance on Migraine Care: Results of the OVERCOME (US) Study.Advances in therapy · 2026Article
- Social determinants of health and life expectancy in US adults.Journal of translational medicine · 2025Article
- Trends in Bicuspid Aortic Valve-Attributable Death in the United States From 2010 to 2020.Journal of the American Heart Association · 2025Article
- Depression among wives of migrant workers in Shuklagandaki Municipality, Tanahun District: A cross-sectional study in Nepal.PLOS mental health · 2025Article
- Perceived Infant Discomfort Linked to Lower Maternal Oral Health Quality of Life: Results from a Cross-Sectional Study.Journal of clinical medicine · 2024Article
- Psychological implications of unemployment among higher educated migrant youth in Kolkata City, India.Scientific reports · 2024Article
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Authors and funding
3 authors at 1 institution in 1 country.
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Abstract
Past research on the relationship between unemployment rates and population health has produced mixed findings. The relationship can be influenced by the kinds of health outcomes observed, time frame, level of geographic aggregation, and other factors. Given these mixed findings, there is a need to add to our knowledge about how unemployment rates and population health are related. There is limited research that examines the association of unemployment rates with both physical and mental health, while simultaneously stratifying populations by income and education levels. Using survey-based self-reported data, this first population-based study examined the association between unemployment rates and physically and mentally unhealthy days in the southwestern United States, by county-level stratification of income (high and low) as well as education (high and low), from 2015 to 2019. After controlling for covariates, associations were modelled using negative binomial regression, with autocorrelative residuals, and were reported as rate ratios (RR). Overall, we found that a 1% rise in unemployment rates was significantly associated with an increase in physically unhealthy days [adjusted RR 1.007; 95% CI, 1.004-1.011, P < 0.001] and mentally unhealthy days [RR 1.006; 95% CI, 1.003-1.009, P < 0.001]. Upon stratification, a significant risk was found among the high education and high income category [RR 1.035; 95% CI, 1.021-1.049, P < 0.001], as well as for the high education and low income category [RR 1.026; 95% CI, 1.013-1.040, P < 0.001]. A better understanding of how unemployment is associated with the health of communities with different education and income levels could help reduce the burden on society through tailored interventions and social policies not only in the United States, but also in other developed nations.
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