Bridging Social and Structural Factors in Addressing Firearm Mortality: A PMESII-informed Approach

This study investigates the social and infrastructural determinants of firearm violence in the United States through a PMESII-informed analytical framework. Drawing from open-access national datasets, including CDC WISQARS, the American Community Survey, County Health Rankings & Roadmaps, and the CDC/ATSDR Social Vulnerability Index, the research analyzes data from 2,914 U.S. counties. Employing multivariate linear regression, principal component analysis with clustering, and interaction term modeling, the study evaluates how systemic variables contribute to firearm homicide rates. The findings highlight that higher educational attainment (β = -0.176, p < .001) and stricter gun laws (β = -0.045, p < .001) are the most significant protective factors. Furthermore, infrastructural strength measured through healthcare access, housing quality, digital connectivity, and civic support shows a strong inverse correlation with firearm mortality. Notably, a compounded risk effect (β = 3.303, p < .001) emerges in counties with both high social vulnerability and weak infrastructure, underscoring the need for integrated interventions. The study advocates for targeted policy reforms that strengthen educational equity, enforce robust firearm regulations, and expand infrastructure in high-risk areas. These findings emphasize the critical importance of multi-dimensional, data-driven strategies in mitigating gun violence and offer an actionable framework for researchers, policymakers, and urban planners addressing public safety through systemic resilience.

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Publication Details

Journal
Asian Journal of Advanced Research and Reports
Published
2025-06-17
DOI
https://doi.org/10.9734/ajarr/2025/v19i61050
Primary Topic
Autopsy Techniques and Outcomes
Type
article
Field-Weighted Citation Impact
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article

Bridging Social and Structural Factors in Addressing Firearm Mortality: A PMESII-informed Approach

Oluwafemi Adeola Gbadebo, Michael Olayinka Gbadebo
Asian Journal of Advanced Research and Reports
Autopsy Techniques and Outcomes
article

Bridging Social and Structural Factors in Addressing Firearm Mortality: A PMESII-informed Approach

Oluwafemi Adeola Gbadebo, Michael Olayinka Gbadebo
article en

Abstract

This study investigates the social and infrastructural determinants of firearm violence in the United States through a PMESII-informed analytical framework. Drawing from open-access national datasets, including CDC WISQARS, the American Community Survey, County Health Rankings & Roadmaps, and the CDC/ATSDR Social Vulnerability Index, the research analyzes data from 2,914 U.S. counties. Employing multivariate linear regression, principal component analysis with clustering, and interaction term modeling, the study evaluates how systemic variables contribute to firearm homicide rates. The findings highlight that higher educational attainment (β = -0.176, p < .001) and stricter gun laws (β = -0.045, p < .001) are the most significant protective factors. Furthermore, infrastructural strength measured through healthcare access, housing quality, digital connectivity, and civic support shows a strong inverse correlation with firearm mortality. Notably, a compounded risk effect (β = 3.303, p < .001) emerges in counties with both high social vulnerability and weak infrastructure, underscoring the need for integrated interventions. The study advocates for targeted policy reforms that strengthen educational equity, enforce robust firearm regulations, and expand infrastructure in high-risk areas. These findings emphasize the critical importance of multi-dimensional, data-driven strategies in mitigating gun violence and offer an actionable framework for researchers, policymakers, and urban planners addressing public safety through systemic resilience.

Asian Journal of Advanced Research and ReportsVol. 19(6)
Western Connecticut State University (US), Cavendish University Zambia (ZM), University of Zambia (ZM)
Openalex Percentile: Top 79%
Autopsy Techniques and Outcomes
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Bridging Social and Structural Factors in Addressing Firearm Mortality: A PMESII-informed Approach — Oluwafemi Adeola Gbadebo, Michael Olayinka Gbadebo · Asian Journal of Advanced Research and Reports (2025) | TGRS Research Map | TGRS