Cargando…
The equigenic effect of greenness on the association between education with life expectancy and mortality in 28 large Latin American cities
BACKGROUND: Recent studies highlight the equigenic potential of greenspaces by showing narrower socioeconomic health inequalities in greener areas. However, results to date have been inconsistent and derived from high-income countries. We examined whether urban greenness modifies the associations be...
Autores principales: | , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8633763/ https://www.ncbi.nlm.nih.gov/pubmed/34753000 http://dx.doi.org/10.1016/j.healthplace.2021.102703 |
_version_ | 1784607994528399360 |
---|---|
author | Moran, Mika R. Bilal, Usama Dronova, Iryna Ju, Yang Gouveia, Nelson Caiaffa, Waleska Teixeira Friche, Amélia Augusta de Lima Moore, Kari Miranda, J. Jaime Rodríguez, Daniel A. |
author_facet | Moran, Mika R. Bilal, Usama Dronova, Iryna Ju, Yang Gouveia, Nelson Caiaffa, Waleska Teixeira Friche, Amélia Augusta de Lima Moore, Kari Miranda, J. Jaime Rodríguez, Daniel A. |
author_sort | Moran, Mika R. |
collection | PubMed |
description | BACKGROUND: Recent studies highlight the equigenic potential of greenspaces by showing narrower socioeconomic health inequalities in greener areas. However, results to date have been inconsistent and derived from high-income countries. We examined whether urban greenness modifies the associations between area-level education, as a proxy for socioeconomic status, and life expectancy and cause-specific mortality in Latin American cities. METHODS: We included 28 large cities, >137 million inhabitants, in nine Latin American countries, comprising 671 sub-city units, for 2012–2016. Socioeconomic status was assessed through a composite index of sub-city level education, and greenness was calculated using the normalized difference vegetation index. We fitted multilevel models with sub-city units nested in cities, with life expectancy or log(mortality) as the outcome. FINDINGS: We observed a social gradient, with higher levels of education associated with higher life expectancy and lower cause-specific mortality. There was weak evidence supporting the equigenesis hypothesis as greenness differentially modified the association between education and mortality outcomes. We observed an equigenic effect, with doubling magnitudes in the violence-related mortality reduction by education in areas with low greenness compared to medium-high greenness areas among men (16% [95% CI 12%–20%] vs 8% [95% CI 4%–11%] per 1 SD increase in area-level education). However, in contradiction to the equigenesis hypothesis, the magnitude in cardiovascular diseases (CVD) mortality reduction by education was stronger in areas with medium-high greenness compared to areas with low greenness (6% [95% CI 4%–7%] vs 1% [95% CI -1%–3%] and 5% [95% CI 3%–7%] vs 1% [95% CI -1%–3%] per 1 SD increase in area-level education, in women and men, respectively). Similarly, each 1-SD increase in greenness widened the educational inequality in life expectancy by 0.15 years and 0.20 years, in women and men, respectively. The equigenic effect was not observed in violence-related mortality among women and in mortality due to communicable diseases, maternal, neonatal and nutritional conditions (CMNN). INTERPRETATION: Our results confirm socioeconomic health inequalities in Latin American cities and show that the equigenic properties of greenspace vary by health outcome. Although mixed, our findings suggest that future greening policies should account for local social and economic conditions to ensure that greenspaces provide health benefits for all, and do not further exacerbate existing health inequalities in the region. FUNDING: Wellcome Trust (Grant, 205177/Z/16/Z). |
format | Online Article Text |
id | pubmed-8633763 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-86337632021-12-06 The equigenic effect of greenness on the association between education with life expectancy and mortality in 28 large Latin American cities Moran, Mika R. Bilal, Usama Dronova, Iryna Ju, Yang Gouveia, Nelson Caiaffa, Waleska Teixeira Friche, Amélia Augusta de Lima Moore, Kari Miranda, J. Jaime Rodríguez, Daniel A. Health Place Article BACKGROUND: Recent studies highlight the equigenic potential of greenspaces by showing narrower socioeconomic health inequalities in greener areas. However, results to date have been inconsistent and derived from high-income countries. We examined whether urban greenness modifies the associations between area-level education, as a proxy for socioeconomic status, and life expectancy and cause-specific mortality in Latin American cities. METHODS: We included 28 large cities, >137 million inhabitants, in nine Latin American countries, comprising 671 sub-city units, for 2012–2016. Socioeconomic status was assessed through a composite index of sub-city level education, and greenness was calculated using the normalized difference vegetation index. We fitted multilevel models with sub-city units nested in cities, with life expectancy or log(mortality) as the outcome. FINDINGS: We observed a social gradient, with higher levels of education associated with higher life expectancy and lower cause-specific mortality. There was weak evidence supporting the equigenesis hypothesis as greenness differentially modified the association between education and mortality outcomes. We observed an equigenic effect, with doubling magnitudes in the violence-related mortality reduction by education in areas with low greenness compared to medium-high greenness areas among men (16% [95% CI 12%–20%] vs 8% [95% CI 4%–11%] per 1 SD increase in area-level education). However, in contradiction to the equigenesis hypothesis, the magnitude in cardiovascular diseases (CVD) mortality reduction by education was stronger in areas with medium-high greenness compared to areas with low greenness (6% [95% CI 4%–7%] vs 1% [95% CI -1%–3%] and 5% [95% CI 3%–7%] vs 1% [95% CI -1%–3%] per 1 SD increase in area-level education, in women and men, respectively). Similarly, each 1-SD increase in greenness widened the educational inequality in life expectancy by 0.15 years and 0.20 years, in women and men, respectively. The equigenic effect was not observed in violence-related mortality among women and in mortality due to communicable diseases, maternal, neonatal and nutritional conditions (CMNN). INTERPRETATION: Our results confirm socioeconomic health inequalities in Latin American cities and show that the equigenic properties of greenspace vary by health outcome. Although mixed, our findings suggest that future greening policies should account for local social and economic conditions to ensure that greenspaces provide health benefits for all, and do not further exacerbate existing health inequalities in the region. FUNDING: Wellcome Trust (Grant, 205177/Z/16/Z). Elsevier 2021-11 /pmc/articles/PMC8633763/ /pubmed/34753000 http://dx.doi.org/10.1016/j.healthplace.2021.102703 Text en © 2021 The Authors https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Moran, Mika R. Bilal, Usama Dronova, Iryna Ju, Yang Gouveia, Nelson Caiaffa, Waleska Teixeira Friche, Amélia Augusta de Lima Moore, Kari Miranda, J. Jaime Rodríguez, Daniel A. The equigenic effect of greenness on the association between education with life expectancy and mortality in 28 large Latin American cities |
title | The equigenic effect of greenness on the association between education with life expectancy and mortality in 28 large Latin American cities |
title_full | The equigenic effect of greenness on the association between education with life expectancy and mortality in 28 large Latin American cities |
title_fullStr | The equigenic effect of greenness on the association between education with life expectancy and mortality in 28 large Latin American cities |
title_full_unstemmed | The equigenic effect of greenness on the association between education with life expectancy and mortality in 28 large Latin American cities |
title_short | The equigenic effect of greenness on the association between education with life expectancy and mortality in 28 large Latin American cities |
title_sort | equigenic effect of greenness on the association between education with life expectancy and mortality in 28 large latin american cities |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8633763/ https://www.ncbi.nlm.nih.gov/pubmed/34753000 http://dx.doi.org/10.1016/j.healthplace.2021.102703 |
work_keys_str_mv | AT moranmikar theequigeniceffectofgreennessontheassociationbetweeneducationwithlifeexpectancyandmortalityin28largelatinamericancities AT bilalusama theequigeniceffectofgreennessontheassociationbetweeneducationwithlifeexpectancyandmortalityin28largelatinamericancities AT dronovairyna theequigeniceffectofgreennessontheassociationbetweeneducationwithlifeexpectancyandmortalityin28largelatinamericancities AT juyang theequigeniceffectofgreennessontheassociationbetweeneducationwithlifeexpectancyandmortalityin28largelatinamericancities AT gouveianelson theequigeniceffectofgreennessontheassociationbetweeneducationwithlifeexpectancyandmortalityin28largelatinamericancities AT caiaffawaleskateixeira theequigeniceffectofgreennessontheassociationbetweeneducationwithlifeexpectancyandmortalityin28largelatinamericancities AT fricheameliaaugustadelima theequigeniceffectofgreennessontheassociationbetweeneducationwithlifeexpectancyandmortalityin28largelatinamericancities AT moorekari theequigeniceffectofgreennessontheassociationbetweeneducationwithlifeexpectancyandmortalityin28largelatinamericancities AT mirandajjaime theequigeniceffectofgreennessontheassociationbetweeneducationwithlifeexpectancyandmortalityin28largelatinamericancities AT rodriguezdaniela theequigeniceffectofgreennessontheassociationbetweeneducationwithlifeexpectancyandmortalityin28largelatinamericancities AT moranmikar equigeniceffectofgreennessontheassociationbetweeneducationwithlifeexpectancyandmortalityin28largelatinamericancities AT bilalusama equigeniceffectofgreennessontheassociationbetweeneducationwithlifeexpectancyandmortalityin28largelatinamericancities AT dronovairyna equigeniceffectofgreennessontheassociationbetweeneducationwithlifeexpectancyandmortalityin28largelatinamericancities AT juyang equigeniceffectofgreennessontheassociationbetweeneducationwithlifeexpectancyandmortalityin28largelatinamericancities AT gouveianelson equigeniceffectofgreennessontheassociationbetweeneducationwithlifeexpectancyandmortalityin28largelatinamericancities AT caiaffawaleskateixeira equigeniceffectofgreennessontheassociationbetweeneducationwithlifeexpectancyandmortalityin28largelatinamericancities AT fricheameliaaugustadelima equigeniceffectofgreennessontheassociationbetweeneducationwithlifeexpectancyandmortalityin28largelatinamericancities AT moorekari equigeniceffectofgreennessontheassociationbetweeneducationwithlifeexpectancyandmortalityin28largelatinamericancities AT mirandajjaime equigeniceffectofgreennessontheassociationbetweeneducationwithlifeexpectancyandmortalityin28largelatinamericancities AT rodriguezdaniela equigeniceffectofgreennessontheassociationbetweeneducationwithlifeexpectancyandmortalityin28largelatinamericancities |