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Predicting Suicide in Counties: Creating a Quantitative Measure of Suicide Risk

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  • Kate Mobley

    (School of Data Science and Analytics, Kennesaw State University, 3391 Town Point Dr. NW, Suite 2400, MD 9104, Kennesaw, GA 30144, USA)

  • Gita Taasoobshirazi

    (School of Data Science and Analytics, Kennesaw State University, 3391 Town Point Dr. NW, Suite 2400, MD 9104, Kennesaw, GA 30144, USA)

Abstract

Rising rates of suicide over the past two decades have increased the need for wide-ranging suicide prevention efforts. One approach is to target high-risk groups, which requires the identification of the characteristics of these population sub-groups. This suicidology study was conducted using large-scale, secondary data to answer the question: using the research on suicide, are there variables studied at the community level that are linked to suicide and are measurable using quantitative, demographic data that are already collected and updated? Data on deaths from suicide in U.S. counties for the years 2000, 2005, 2010 and 2015 were analyzed using multiple regression, longitudinal regression, and cluster analysis. Results indicated that the suicide rate in a county can be predicted by measuring the financial stability of the residents, the quality of mental health in the county, and the economic opportunity in the county. The results are further analyzed using two sociological theories, Social Strain Theory and the Theory of Anomie, and two psychological theories, the Shame Model and the Interpersonal Theory of Suicide.

Suggested Citation

  • Kate Mobley & Gita Taasoobshirazi, 2022. "Predicting Suicide in Counties: Creating a Quantitative Measure of Suicide Risk," IJERPH, MDPI, vol. 19(13), pages 1-14, July.
    • Handle: RePEc:gam:jijerp:v:19:y:2022:i:13:p:8173-:d:855147
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    References listed on IDEAS

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    1. Minoiu, Camelia & Andres, Antonio Rodriguez, 2008. "The effect of public spending on suicide: Evidence from U.S. state data," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 37(1), pages 237-261, February.
    2. Minjae Choi & Yo Han Lee, 2020. "Regional Variation of Suicide Mortality in South Korea," IJERPH, MDPI, vol. 17(15), pages 1-8, July.
    3. Hsu, Chia-Yueh & Chang, Shu-Sen & Lee, Esther S.T. & Yip, Paul S.F., 2015. "“Geography of suicide in Hong Kong: Spatial patterning, and socioeconomic correlates and inequalities”," Social Science & Medicine, Elsevier, vol. 130(C), pages 190-203.
    4. Benjamin W Nelson & Adam Pettitt & Jessica E Flannery & Nicholas B Allen, 2020. "Rapid assessment of psychological and epidemiological correlates of COVID-19 concern, financial strain, and health-related behavior change in a large online sample," PLOS ONE, Public Library of Science, vol. 15(11), pages 1-16, November.
    5. Xiang Liu & Yi Huang & Yuanyuan Liu, 2018. "Prevalence, distribution, and associated factors of suicide attempts in young adolescents: School-based data from 40 low-income and middle-income countries," PLOS ONE, Public Library of Science, vol. 13(12), pages 1-12, December.
    6. Laurie S. Goodman & Christopher Mayer, 2018. "Homeownership and the American Dream," Journal of Economic Perspectives, American Economic Association, vol. 32(1), pages 31-58, Winter.
    7. Daiane Borges Machado & Davide Rasella & Darci Neves dos Santos, 2015. "Impact of Income Inequality and Other Social Determinants on Suicide Rate in Brazil," PLOS ONE, Public Library of Science, vol. 10(4), pages 1-12, April.
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    1. Ruri Okubo & Ryusuke Matsumoto & Eishi Motomura & Motohiro Okada, 2024. "Uncertainties of Economic Policy and Government Management Stability Played Important Roles in Increasing Suicides in Japan from 2009 to 2023," IJERPH, MDPI, vol. 21(10), pages 1-18, October.

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