ArticleInternational journal of environmental research and public health2020
The Use of Penalized Regression Analysis to Identify County-Level Demographic and Socioeconomic Variables Predictive of Increased COVID-19 Cumulative Case Rates in the State of Georgia.
Article in International journal of environmental research and public health, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.
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Who cites it
11 citing papers in PubMed, 21 citations in OpenAlex.
- The Impact of Adverse Childhood Experiences and Resilience on Medical Student Well-Being.Academic psychiatry : the journal of the American Association of Directors of Psychiatric Residency Training and the Association for Academic Psychiatry · 2026Article
- The Dynamic Impact of Community Social Vulnerability on COVID-19 Outcomes: A Census Tract-level Analysis of Fulton County, Georgia.Clinical infectious diseases : an official publication of the Infectious Diseases Society of America · 2025Article
- Identifying predictors of stroke in young adults: a machine learning analysis of sex-specific risk factors.Frontiers in stroke · 2024Article
- Which decisions affect cohort distribution in COVID-19 data analytics?AMIA ... Annual Symposium proceedings. AMIA Symposium · 2024Article
- Spatiotemporal clusters and the socioeconomic determinants of COVID-19 in Toronto neighbourhoods, Canada.Spatial and spatio-temporal epidemiology · 2022Article
- Predicting COVID-19 county-level case number trend by combining demographic characteristics and social distancing policies.JAMIA open · 2022Article
- Actual Racial/Ethnic Disparities in COVID-19 Mortality for the Non-Hispanic Black Compared to Non-Hispanic White Population in 35 US States and Their Association with Structural Racism.Journal of racial and ethnic health disparities · 2022Article
- COVID-19's intra-urban inequalities and social vulnerability in a medium-sized city.Revista da Sociedade Brasileira de Medicina Tropical · 2022Article
- [Social inequalities in the regional spread of SARS-CoV-2 infections].Bundesgesundheitsblatt, Gesundheitsforschung, Gesundheitsschutz · 2021Article
- Methodological limitations in studies assessing the effects of environmental and socioeconomic variables on the spread of COVID-19: a systematic review.Environmental sciences Europe · 2021Review
- A County-Level Analysis of Socioeconomic and Clinical Predictors of COVID-19 Incidence and Case-Fatality Rates in Georgia, March-September 2020.Public health reports (Washington, D.C. : 1974)Article
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Authors and funding
6 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Systemic inequity concerning the social determinants of health has been known to affect morbidity and mortality for decades. Significant attention has focused on the individual-level demographic and co-morbid factors associated with rates and mortality of COVID-19. However, less attention has been given to the county-level social determinants of health that are the main drivers of health inequities. To identify the degree to which social determinants of health predict COVID-19 cumulative case rates at the county-level in Georgia, we performed a sequential, cross-sectional ecologic analysis using a diverse set of socioeconomic and demographic variables. Lasso regression was used to identify variables from collinear groups. Twelve variables correlated to cumulative case rates (for cases reported by 1 August 2020) with an adjusted
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