Socio-economic effects on heart disease death in new jersey before, during, and after the COVID-19 pandemic

Abstract Heart disease remains the leading cause of death in the United States. In this study, we examined the socio-economic effects on heart-disease related deaths among the elderly in New Jersey across three time periods: before, during, and after the COVID-19 pandemic. We developed statistical learning models to analyze the impact of socio-economic factors on heart disease deaths in three age groups: 65-74, 75-84, and 85 and older. The variables we considered included food and health resources, poverty rate, urbanization levels, and population density. Our findings indicate that socio-economic factors significantly influence heart disease mortality among the elderly. Specifically, we observed that the death rate decreases with an increasing number of pharmacies and fitness centers, while it rises with a greater number of fast-food restaurants. Additionally, these effects vary among the different age groups across the three study periods. This study could inform public health policies aimed at reducing mortality due to heart disease.

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Publication Details

Journal
Annals of Operations Research
Published
2026-04-22
DOI
https://doi.org/10.1007/s10479-026-07206-w
Primary Topic
COVID-19 epidemiological studies
Type
article
Field-Weighted Citation Impact
0.00

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article

Socio-economic effects on heart disease death in new jersey before, during, and after the COVID-19 pandemic

Javier Cabrera, George A. Elder, Dhammika Amaratunga, Abel E. Moreyra et al.
Annals of Operations Research
COVID-19 epidemiological studies
article

Socio-economic effects on heart disease death in new jersey before, during, and after the COVID-19 pandemic

Javier Cabrera, George A. Elder, Dhammika Amaratunga, Abel E. Moreyra, Jin Wang, Yutong Chen
article en

Abstract

Abstract Heart disease remains the leading cause of death in the United States. In this study, we examined the socio-economic effects on heart-disease related deaths among the elderly in New Jersey across three time periods: before, during, and after the COVID-19 pandemic. We developed statistical learning models to analyze the impact of socio-economic factors on heart disease deaths in three age groups: 65-74, 75-84, and 85 and older. The variables we considered included food and health resources, poverty rate, urbanization levels, and population density. Our findings indicate that socio-economic factors significantly influence heart disease mortality among the elderly. Specifically, we observed that the death rate decreases with an increasing number of pharmacies and fitness centers, while it rises with a greater number of fast-food restaurants. Additionally, these effects vary among the different age groups across the three study periods. This study could inform public health policies aimed at reducing mortality due to heart disease.

Annals of Operations Research
Rutgers, The State University of New Jersey (US), Princeton University (US), Johnson University (US), Environmental and Occupational Health Sciences Institute (US), Columbia University (US)
National Heart, Lung, and Blood Institute
Sustainable cities and communities
Openalex Percentile: Top 8%
COVID-19 epidemiological studies
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