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Effects of Environmental and Socioeconomic Inequalities on Health Outcomes: A Multi-Region Time-Series Study

HIGHLIGHTS: What are the main findings? The maximum temperature and relative humidity are the variables of greatest risk for cardiovascular diseases. The minimum temperature represents the highest risk variable for respiratory diseases. Mental diseases are influenced by extreme temperatures. The rel...

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Autores principales: da Silva, Iara, Wikuats, Caroline Fernanda Hei, Hashimoto, Elizabeth Mie, Martins, Leila Droprinchinski
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9778807/
https://www.ncbi.nlm.nih.gov/pubmed/36554402
http://dx.doi.org/10.3390/ijerph192416521
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author da Silva, Iara
Wikuats, Caroline Fernanda Hei
Hashimoto, Elizabeth Mie
Martins, Leila Droprinchinski
author_facet da Silva, Iara
Wikuats, Caroline Fernanda Hei
Hashimoto, Elizabeth Mie
Martins, Leila Droprinchinski
author_sort da Silva, Iara
collection PubMed
description HIGHLIGHTS: What are the main findings? The maximum temperature and relative humidity are the variables of greatest risk for cardiovascular diseases. The minimum temperature represents the highest risk variable for respiratory diseases. Mental diseases are influenced by extreme temperatures. The relative risk varied among regions as a function of the socioeconomic conditions and climate. ABSTRACT: The gradual increase in temperatures and changes in relative humidity, added to the aging and socioeconomic conditions of the population, may represent problems for public health, given that future projections predict even more noticeable changes in the climate and the age pyramid, which require analyses at an appropriate spatial scale. To our knowledge, an analysis of the synergic effects of several climatic and socioeconomic conditions on hospital admissions and deaths by cardiorespiratory and mental disorders has not yet been performed in Brazil. Statistical analyses were performed using public time series (1996–2015) of daily health and meteorological data from 16 metropolitan regions (in a subtropical climate zone in South America). Health data were stratified into six groups according to gender and age ranges (40–59; 60–79; and ≥80 years old) for each region. For the regression analysis, two distributions (Poisson and binomial negative) were tested with and without zero adjustments for the complete series and percentiles. Finally, the relative risks were calculated, and the effects based on exposure–response curves were evaluated and compared among regions. The negative binomial distribution fit the data best. High temperatures and low relative humidity were the most relevant risk factors for hospitalizations for cardiovascular diseases (lag = 0), while minimum temperatures were important for respiratory diseases (lag = 2 or 3 days). Temperature extremes, both high and low, were the most important risk factors for mental illnesses at lag 0. Groups with people over 60 years old presented higher risks for cardiovascular and respiratory diseases, while this was observed for the adult group (40-59 years old) in relation to mental disorders. In general, no major differences were found in the results between men and women. However, regions with higher urbanization levels presented risks, mainly for respiratory diseases, while the same was observed for cardiovascular diseases for regions with lower levels of urbanization. The Municipal Human Development Index is an important factor for the occurrence of diseases and deaths for all regions, depending on the evaluated group, representing high risks for health outcomes (the value for hospitalization for cardiovascular diseases was 1.6713 for the female adult group in the metropolitan region Palmas, and the value for hospitalization for respiratory diseases was 1.7274 for the female adult group in the metropolitan region Campo Mourão). In general, less developed regions have less access to adequate health care and better living conditions.
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spelling pubmed-97788072022-12-23 Effects of Environmental and Socioeconomic Inequalities on Health Outcomes: A Multi-Region Time-Series Study da Silva, Iara Wikuats, Caroline Fernanda Hei Hashimoto, Elizabeth Mie Martins, Leila Droprinchinski Int J Environ Res Public Health Article HIGHLIGHTS: What are the main findings? The maximum temperature and relative humidity are the variables of greatest risk for cardiovascular diseases. The minimum temperature represents the highest risk variable for respiratory diseases. Mental diseases are influenced by extreme temperatures. The relative risk varied among regions as a function of the socioeconomic conditions and climate. ABSTRACT: The gradual increase in temperatures and changes in relative humidity, added to the aging and socioeconomic conditions of the population, may represent problems for public health, given that future projections predict even more noticeable changes in the climate and the age pyramid, which require analyses at an appropriate spatial scale. To our knowledge, an analysis of the synergic effects of several climatic and socioeconomic conditions on hospital admissions and deaths by cardiorespiratory and mental disorders has not yet been performed in Brazil. Statistical analyses were performed using public time series (1996–2015) of daily health and meteorological data from 16 metropolitan regions (in a subtropical climate zone in South America). Health data were stratified into six groups according to gender and age ranges (40–59; 60–79; and ≥80 years old) for each region. For the regression analysis, two distributions (Poisson and binomial negative) were tested with and without zero adjustments for the complete series and percentiles. Finally, the relative risks were calculated, and the effects based on exposure–response curves were evaluated and compared among regions. The negative binomial distribution fit the data best. High temperatures and low relative humidity were the most relevant risk factors for hospitalizations for cardiovascular diseases (lag = 0), while minimum temperatures were important for respiratory diseases (lag = 2 or 3 days). Temperature extremes, both high and low, were the most important risk factors for mental illnesses at lag 0. Groups with people over 60 years old presented higher risks for cardiovascular and respiratory diseases, while this was observed for the adult group (40-59 years old) in relation to mental disorders. In general, no major differences were found in the results between men and women. However, regions with higher urbanization levels presented risks, mainly for respiratory diseases, while the same was observed for cardiovascular diseases for regions with lower levels of urbanization. The Municipal Human Development Index is an important factor for the occurrence of diseases and deaths for all regions, depending on the evaluated group, representing high risks for health outcomes (the value for hospitalization for cardiovascular diseases was 1.6713 for the female adult group in the metropolitan region Palmas, and the value for hospitalization for respiratory diseases was 1.7274 for the female adult group in the metropolitan region Campo Mourão). In general, less developed regions have less access to adequate health care and better living conditions. MDPI 2022-12-09 /pmc/articles/PMC9778807/ /pubmed/36554402 http://dx.doi.org/10.3390/ijerph192416521 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
da Silva, Iara
Wikuats, Caroline Fernanda Hei
Hashimoto, Elizabeth Mie
Martins, Leila Droprinchinski
Effects of Environmental and Socioeconomic Inequalities on Health Outcomes: A Multi-Region Time-Series Study
title Effects of Environmental and Socioeconomic Inequalities on Health Outcomes: A Multi-Region Time-Series Study
title_full Effects of Environmental and Socioeconomic Inequalities on Health Outcomes: A Multi-Region Time-Series Study
title_fullStr Effects of Environmental and Socioeconomic Inequalities on Health Outcomes: A Multi-Region Time-Series Study
title_full_unstemmed Effects of Environmental and Socioeconomic Inequalities on Health Outcomes: A Multi-Region Time-Series Study
title_short Effects of Environmental and Socioeconomic Inequalities on Health Outcomes: A Multi-Region Time-Series Study
title_sort effects of environmental and socioeconomic inequalities on health outcomes: a multi-region time-series study
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9778807/
https://www.ncbi.nlm.nih.gov/pubmed/36554402
http://dx.doi.org/10.3390/ijerph192416521
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