Spatiotemporal clusters of infant mortality risk factors in Georgia

Infant mortality rates (IMR) and other health disparities (e.g., low provider access; higher obesity rates) exist across rural America, especially in the southeastern United States. These disparities coincide with negative socioeconomic factors such as poverty and low household income. Georgia’s 2020 preterm birth rate was seventh highest among the 50 U.S. states, its rate of low birth weight (LBW) babies was fourth among states. Methods This study used a novel, combined spatiotemporal analysis to assess IMR and health trends in Georgia counties ( n = 159). We spatially regressed IMR on 14 biopsychosocial health variables and assessed IMR 2012–2022 longitudinal trends, rural versus urban or by Health Professional Shortage Area (HPSA) status, using a two-level hierarchical linear model. Results Analyses demonstrated significant associations between IMR and rural counties as well as counties that have high African American populations, high unemployment, and high uninsurance rates. Principal Care Provider Rates showed a negative spatial regression relationship. There was a −0.056 IMR slope for urban counties from 2015 to 2022, whereas the rural county IMR slope was 0.135. Conclusions Findings concur with previous research suggesting the need for coordinated county-specific socioeconomic development and corresponding increased health programs. Combined geospatial and multilevel models represent a novel approach to inform public health epidemiology.

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Publication Details

Journal
Research Methods in Medicine & Health Sciences
Published
2025-11-11
DOI
https://doi.org/10.1177/26320843251391396
Primary Topic
Food Security and Health in Diverse Populations
Type
article
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article

Spatiotemporal clusters of infant mortality risk factors in Georgia

David Hollar
Research Methods in Medicine & Health Sciences
Food Security and Health in Diverse Populations
article

Spatiotemporal clusters of infant mortality risk factors in Georgia

David Hollar
article en

Abstract

Infant mortality rates (IMR) and other health disparities (e.g., low provider access; higher obesity rates) exist across rural America, especially in the southeastern United States. These disparities coincide with negative socioeconomic factors such as poverty and low household income. Georgia’s 2020 preterm birth rate was seventh highest among the 50 U.S. states, its rate of low birth weight (LBW) babies was fourth among states. Methods This study used a novel, combined spatiotemporal analysis to assess IMR and health trends in Georgia counties ( n = 159). We spatially regressed IMR on 14 biopsychosocial health variables and assessed IMR 2012–2022 longitudinal trends, rural versus urban or by Health Professional Shortage Area (HPSA) status, using a two-level hierarchical linear model. Results Analyses demonstrated significant associations between IMR and rural counties as well as counties that have high African American populations, high unemployment, and high uninsurance rates. Principal Care Provider Rates showed a negative spatial regression relationship. There was a −0.056 IMR slope for urban counties from 2015 to 2022, whereas the rural county IMR slope was 0.135. Conclusions Findings concur with previous research suggesting the need for coordinated county-specific socioeconomic development and corresponding increased health programs. Combined geospatial and multilevel models represent a novel approach to inform public health epidemiology.

Research Methods in Medicine & Health Sciences
Mercer University (US)
Openalex Percentile: Top 49%
Food Security and Health in Diverse Populations
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Spatiotemporal clusters of infant mortality risk factors in Georgia — David Hollar · Research Methods in Medicine & Health Sciences (2025) | TGRS Research Map | TGRS