دورية أكاديمية
A two-stage bayesian model for assessing the geography of racialized economic segregation and premature mortality across US counties.
| العنوان: | A two-stage bayesian model for assessing the geography of racialized economic segregation and premature mortality across US counties. |
|---|---|
| المؤلفون: | Xu Y; Department of Epidemiology and Biostatistics, Drexel Dornsife School of Public Health, Philadelphia 19104, PA, USA. Electronic address: yx382@drexel.edu., McClure LA; Department of Epidemiology and Biostatistics, Drexel Dornsife School of Public Health, Philadelphia 19104, PA, USA; College for Public Health and Social Justice, Saint Louis University, 3545 Lafayette Ave., St. Louis, MO 63104, USA., Quick H; Department of Epidemiology and Biostatistics, Drexel Dornsife School of Public Health, Philadelphia 19104, PA, USA; Division of Biostatistics & Health Data Science, University of Minnesota, 2221 University Ave SE, Suite 200, Minneapolis, MN 55414, USA., Jahn JL; Department of Epidemiology and Biostatistics, Drexel Dornsife School of Public Health, Philadelphia 19104, PA, USA; The Ubuntu Center on Racism, Global Movements, and Population Health Equity, Drexel Dornsife School of Public Health, Philadelphia 19104, PA, USA., Zakeri I; Department of Epidemiology and Biostatistics, Drexel Dornsife School of Public Health, Philadelphia 19104, PA, USA., Headen I; Department of Community Health and Prevention, Drexel Dornsife School of Public Health, Philadelphia 19104, PA, USA., Tabb LP; Department of Epidemiology and Biostatistics, Drexel Dornsife School of Public Health, Philadelphia 19104, PA, USA. Electronic address: lpp22@drexel.edu. |
| المصدر: | Spatial and spatio-temporal epidemiology [Spat Spatiotemporal Epidemiol] 2024 Jun; Vol. 49, pp. 100652. Date of Electronic Publication: 2024 Apr 25. |
| نوع المنشور: | Journal Article |
| اللغة: | English |
| بيانات الدورية: | Publisher: Elsevier Country of Publication: Netherlands NLM ID: 101516571 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1877-5853 (Electronic) Linking ISSN: 18775845 NLM ISO Abbreviation: Spat Spatiotemporal Epidemiol Subsets: MEDLINE |
| أسماء مطبوعة: | Original Publication: Amsterdam : Elsevier, 2009- |
| مواضيع طبية MeSH: | Bayes Theorem* , Mortality, Premature* , Social Segregation*, Humans ; United States/epidemiology ; Spatial Analysis ; Male ; Female ; Residence Characteristics/statistics & numerical data |
| مستخلص: | Racialized economic segregation, a key metric that simultaneously accounts for spatial, social and income polarization in communities, has been linked to adverse health outcomes, including morbidity and mortality. Due to the spatial nature of this metric, the association between health outcomes and racialized economic segregation could also change with space. Most studies assessing the relationship between racialized economic segregation and health outcomes have always treated racialized economic segregation as a fixed effect and ignored the spatial nature of it. This paper proposes a two-stage Bayesian statistical framework that provides a broad, flexible approach to studying the spatially varying association between premature mortality and racialized economic segregation while accounting for neighborhood-level latent health factors across US counties. The two-stage framework reduces the dimensionality of spatially correlated data and highlights the importance of accounting for spatial autocorrelation in racialized economic segregation measures, in health equity focused settings. Competing Interests: Declaration of competing interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper. (Copyright © 2024 The Author(s). Published by Elsevier Ltd.. All rights reserved.) |
| فهرسة مساهمة: | Keywords: Bayesian framework; Index of concentration at the extremes; Racialized economic segregation; Spatial latent factor models; Spatially varying coefficient models |
| تواريخ الأحداث: | Date Created: 20240614 Date Completed: 20240614 Latest Revision: 20240614 |
| رمز التحديث: | 20240615 |
| DOI: | 10.1016/j.sste.2024.100652 |
| PMID: | 38876565 |
| قاعدة البيانات: | MEDLINE |
Full Text Finder | تدمد: | 1877-5853 |
|---|---|
| DOI: | 10.1016/j.sste.2024.100652 |