Income Distribution, Poverty and Deaths in Times of COVID-19, is there a selective mortality?
DOI:
https://doi.org/10.18381/eq.v22i1.7343Keywords:
SARS-CoV2, probability of death, income distribution, poverty, Poisson Models, MexicoAbstract
Objective: evaluate whether SARS-CoV2 had asymmetric consequences among Mexico’s population; in particular, toanalyze whether income distribution, poverty, or both hadany effect on the distribution of lethality and mortality ratesacross municipalities. Methodology: given the characteristics of the data, we use a Negative Binomial Model to assess the impact of income distribution and poverty on the distribution of deaths across municipalities. We considered and took into account comorbidities and some other sociodemographic variables. Results: We find that the expected number of deaths increases with income inequality while it decreases with poverty, ceteris paribus. We tested different models’ specifications, and the conclusions remained unchanged. Limitations: these conclusions should be considered as preliminary since we did not have precise information about the deceased’s surroundings. In addition, many of the poorest municipalities did not have information on neither contagious nor deceases, which may add some bias to theestimates. Originality: our study represents a contribution to the growing literature on health inequality. It provides evidence on how income inequality and poverty were related to COVID-19 lethality and mortality rates in a Less Developed Economy. Conclusions: the relationship between socioeconomic factors and population’s health conditions is a very important one and needs further study. To the extent that we can identify and quantify the magnitude of this relationship, we could design better health systems that would allow us to face phenomena like COVID-19.Downloads
References
Alfani, G. (2020) Epidemics, inequality and poverty in preindustrial and early industrial times, European Historical Economics Society (EHES) Working paper (193), SocArXiv 36cqf, Center for Open Science. DOI: 10.31219/osf.io/36cqf – Published also in 2022: Journal of Economic Literature, 60(1): 3-40. DOI: 10.1257/jel.20201640
Blumenshine, P., Reingold, A.L., Egerter, S., Mockenhaupt, R., Marks, J. (2008) Pandemic influenza planning in the United States from a health disparities, Emerging Infectious Diseases, 14(5): 709-705. DOI: 10.3201/eid1405.071301
Bouchard, L., Albertini, M., Batista, R., de Montigny, J. (2015) Research on health inequalities: A bibliometric analysis (1966–2014), Social Science and Medicine, 141: 100-108, DOI: 10.1016/j.socscimed.2015.07.022
Bottan, N., Hoffmann, B., Vera-Cossio, D.A. (2020) The unequal impact of the coronavirus pandemic: Evidence from seventeen developing countries, IDB Working Papers Series (IDB-WP-1150). – Also available in PLoS ONE 15(10): e0239797. DOI: 10.1371/journal.pone.0239797
Braveman, P., Krieger, N., Lynch, J. (2000) Health inequalities and social inequalities in health. Bulletin of the World Health Organization 78(2): 232-235, https://www.scielosp.org/pdf/bwho/v78n2/v78n2a11.pdf
Cameron, A.C., Trivedi, P. (2010) Microeconometrics using Stata, Rev. ed. College Station, Texas: Stata Press.
Djaharuddin, I., Munawwarah, S., Nurulita, A., Ilyas, M. et al., (2021) Comorbidities and mortality in COVID-19 patients, Gaceta Sanitaria, 35(suppl. 2): S530–S532. DOI: 10.1016/j.gaceta.2021.10.085
DeWitte, S.N. (2014) Mortality risk and survival in the aftermath of the medieval black death, PLoS ONE, 9(5): e96513. DOI: 10.1371/journal.pone.0096513
Gray, A. M. (1982) Inequalities in health. The Black report: a summary and comment. International Journal of Health Services, (12)3: 349-380. DOI: 10.2190/XXMM-JMQU-2A7Y-HX1E
Hays, J.N. (2005) Epidemics and pandemics: Their impacts on human history. Santa Barbara, California: ABC Clio.
Huttunen, R., Syrjanen, J. (2010) Obesity and the outcome of infection. Lancet Infectious Diseases, 10(7): 442-443. DOI: 10.1016/S1473-3099(10)70103-1
Instituto Nacional de Estadística y Geografía [INEGI] (2015) Distribución de la población por tamaño de localidad y su relación con el medio ambiente. Seminario-taller [por] Miguel Cervera Flores y J. Walter Rangel González, Dirección General de Estadísticas Socio-demográficas, INEGI, 2015. https://www.inegi.org.mx/eventos/2015/poblacion/doc/p-walterrangel.pdf.
---------- (2018). Informe de resultados de la Encuesta Nacional de Salud y Nutrición ENSANUT. https://www.inegi.org.mx/contenidos/programas/ensanut/2018/doc/ensanut_2018_presentacion_resultados.pdf
John Hopkins University. Coronavirus Resource Center (2021) COVID-19 dashboard. https://coronavirus.jhu.edu/map.html. Accessed: march 30th, 2021.
Kawachi, I., Subramanian, S. V., Almeida-Filho, N. (2002) A glossary for health inequalities. Journal of Epidemiology and Community Health, 56: 647-652. DOI: 10.1136/jech.56.9.647
Link, B.G., Phelan, J.C. (1995). Social conditions as fundamental causes of disease, Journal of Health and Social Behavior. 35: 80-94. DOI: 10.13016/rpln-eiwa
Lustig, N., Martínez Pabón, V., Sanz, F., Younger, S.D. (2020) The impact of COVID-19 lockdowns and expanded social assistance on inequality, poverty and mobility in Argentina, Brazil, Colombia and Mexico. COVID Economics, 46: 32-67. https://cepr.org/system/files/publication-files/101398-COVID_economics_issue_46.pdf#page=37
Lustig, N., Martínez Pabón, V. (2021) The impact of COVID-19 on inequality and poverty in Mexico, Estudios Económicos, 36(1): 7-25. DOI: 10.24201/ee.v36i1.416
Milner, J.J., Beck, M.A. (2012) The impact of obesity on the immune response to infection. Proceedings of the Nutrition Society, 71(2): 298-306. DOI: 10.1017/S0029665112000158
Nathanson, C.A. (2010) Who owns health inequalities?, The Lancet, 375(9711): 274-275. DOI: 10.1016/S0140-6736(10)60119-5
Onder, G., Rezza, G. and Brusaferro, S. (2020) Case-fatality rate and characteristics of patients dying in relation to COVID-19 in Italy. JAMA, 323(18): 1775-1776. DOI: 10.1001/jama.2020.4683
Quinn, S.C., Kumar, S., (2014) Health inequalities and infectious disease epidemics: A challenge for global health security, Biosecurity and Bioterrorism: Biodefense Strategy, Practice and Science, 12(5): 263-273, DOI: 10.1089/bsp.2014.0032
Ramírez-Valverde, G., Ramírez-Valverde, B. (2021) Modelo Estadístico para defunciones y casos positivos de COVID-19 en México. EconoQuantum, 18(1): 1-20. DOI: 10.18381/eq.v18i1.7223
Rangel González, E., Lamosas-Rosas, I., Fonseca, F.J. (2021) Aislamiento social y el COVID-19 en las regiones de México, EconoQuantum, 18(2): 1-22. DOI: 10.18381/eq.v18i2.7227
Russell, C.D., Lone, N., Baillie, J.K. (2023) Comorbidities, multimorbidity and COVID-19, Nature Medicine, 29: 334–343, DOI: 10.1038/s41591-022-02156-9.
Sánchez-Pájaro, A., Pérez Ferrer, C., Basto-Abreu, A., Rivera-Dommarco, J., Barquera, S., Denova-Gutiérrez, E., Barrientos-Gutiérrez, T. (2021) Seroprevalencia de SARS-CoV-2 en adultos y adultos mayores en México y su asociación con enfermedades crónicas. Ensanut 2020 COVID-19. Salud Publica de México 63(6): 705-712. https://www.saludpublica.mx/index.php/spm/article/view/13163
Sanmartin, C., Ross, N.A., Tremblay, S., Wolfson, M., Dunn, J.R., and Lynch, J. (2003) Labour market income inequality and mortality in North American metropolitan areas. Journal of Epidemiology and Community Health, 57(10): 792-797. DOI: 10.1136/jech.57.10.792
Secretaría de Educación Pública [SEP] (2020). Acuerdo número 02/03/20 por el que se suspenden las clases en las escuelas de educación preescolar, primaria, secundaria, normal y demás para la formación de maestros de educación básica del sistema educativo nacional, así como aquellas de los tipos medio superior y superior dependientes de la Secretaría de Educación Pública. Diario Oficial de la Federación, mar 16, 2020. https://www.dof.gob.mx/nota_detalle.php?codigo=5589479&fecha=16/03/2020.
Valensisi, G. (2020). COVID-19 and global poverty: are LDCs left behind? European Journal of Development Research, 32: 1535-1557. DOI: 10.1057/s41287-020-00314-8
World Health Organization [WHO] (2003) Update 49- SARS case fatality ratio, incubation period. Accessed February 15th 2021. https://www.who.int/csr/sarsarchive/2003_05_07a/en/
---------- (2008). Closing the gap in a generation: health equity through action on the social determinants of health, Final report. Geneva, Commission on Social Determinants of Health. https://iris.who.int/handle/10665/69832
Yasgar, A. (2020). The history of influenza. Microbiologics Blog. https://blog.microbiologics.com/the-history-of-influenza/
Zhou, Y., Yang, Q., Chi, J., Dong, B., Lv, W., Shen, L. and Wang, Y. (2020). Comorbidities and the risk of severe or fatal outcomes associated with coronavirus disease 2019: A systematic review and meta-analysis. International Journal of Infectious Disease, 99: 47-56. DOI: 10.1016/j.ijid.2020.07.029
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