Spatial distribution of neighborhood-level housing prices and its association with all-cause mortality in Seoul, Korea (2013–2018): A spatial panel data analysis

Housing prices are known to be a relevant indicator of the socioeconomic position of the neighborhood. In a society where the market system mainly drives housing prices, residents' spatial patterning is formulated according to their socioeconomic position. Dividing the 2013–2018 entire study pe...

Descripción completa

Guardado en:

Detalles Bibliográficos
Autor principal:	Ikhan Kim
Formato:	article
Lenguaje:	EN
Publicado:	Elsevier 2021
Materias:	Housing Health status disparities Residence characteristics Socioeconomic factors Spatial analysis Seou Public aspects of medicine RA1-1270 Social sciences (General) H1-99
Acceso en línea:	https://doaj.org/article/65ed70a479aa4044886e4af6d3288588
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

id	oai:doaj.org-article:65ed70a479aa4044886e4af6d3288588
record_format	dspace
spelling	oai:doaj.org-article:65ed70a479aa4044886e4af6d32885882021-11-14T04:34:25ZSpatial distribution of neighborhood-level housing prices and its association with all-cause mortality in Seoul, Korea (2013–2018): A spatial panel data analysis2352-827310.1016/j.ssmph.2021.100963https://doaj.org/article/65ed70a479aa4044886e4af6d32885882021-12-01T00:00:00Zhttp://www.sciencedirect.com/science/article/pii/S235282732100238Xhttps://doaj.org/toc/2352-8273Housing prices are known to be a relevant indicator of the socioeconomic position of the neighborhood. In a society where the market system mainly drives housing prices, residents' spatial patterning is formulated according to their socioeconomic position. Dividing the 2013–2018 entire study period into three periods, we explored the spatial distribution of housing prices and all-cause mortality and their association in Seoul, the country's capital city. The government authorities' data and 2015 census data were used for the study. We mapped the spatial distribution of housing prices and all-cause mortality and investigated the changes in distribution. We conducted a pooled ordinary least square (OLS) and spatial panel regression analysis to estimate housing prices elasticity of all-cause mortality. We also explored the possible mediating role of housing prices on the educational composition's effect on all-cause mortality. We found the common trends of increasing spatial patterning of housing prices and all-cause mortality. The magnitude of spatial patterning was far greater in housing prices than all-cause mortality. A pooled OLS regression analysis found that a 1% increase in housing price was associated with a 0.11% reduction in all-cause mortality after controlling the explanatory variables. Attenuation in the regression coefficient's magnitude was found after adding the neighborhood's educational composition to the model. As a result of spatial panel analysis, we found a direction and scale similar to the housing price elasticity of all-cause mortality in the final pooled OLS model. The results suggested that spatial health inequality in Korea's urban space mainly stems from socioeconomic inequality.Ikhan KimElsevierarticleHousingHealth status disparitiesResidence characteristicsSocioeconomic factorsSpatial analysisSeouPublic aspects of medicineRA1-1270Social sciences (General)H1-99ENSSM: Population Health, Vol 16, Iss , Pp 100963- (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Housing Health status disparities Residence characteristics Socioeconomic factors Spatial analysis Seou Public aspects of medicine RA1-1270 Social sciences (General) H1-99
spellingShingle	Housing Health status disparities Residence characteristics Socioeconomic factors Spatial analysis Seou Public aspects of medicine RA1-1270 Social sciences (General) H1-99 Ikhan Kim Spatial distribution of neighborhood-level housing prices and its association with all-cause mortality in Seoul, Korea (2013–2018): A spatial panel data analysis
description	Housing prices are known to be a relevant indicator of the socioeconomic position of the neighborhood. In a society where the market system mainly drives housing prices, residents' spatial patterning is formulated according to their socioeconomic position. Dividing the 2013–2018 entire study period into three periods, we explored the spatial distribution of housing prices and all-cause mortality and their association in Seoul, the country's capital city. The government authorities' data and 2015 census data were used for the study. We mapped the spatial distribution of housing prices and all-cause mortality and investigated the changes in distribution. We conducted a pooled ordinary least square (OLS) and spatial panel regression analysis to estimate housing prices elasticity of all-cause mortality. We also explored the possible mediating role of housing prices on the educational composition's effect on all-cause mortality. We found the common trends of increasing spatial patterning of housing prices and all-cause mortality. The magnitude of spatial patterning was far greater in housing prices than all-cause mortality. A pooled OLS regression analysis found that a 1% increase in housing price was associated with a 0.11% reduction in all-cause mortality after controlling the explanatory variables. Attenuation in the regression coefficient's magnitude was found after adding the neighborhood's educational composition to the model. As a result of spatial panel analysis, we found a direction and scale similar to the housing price elasticity of all-cause mortality in the final pooled OLS model. The results suggested that spatial health inequality in Korea's urban space mainly stems from socioeconomic inequality.
format	article
author	Ikhan Kim
author_facet	Ikhan Kim
author_sort	Ikhan Kim
title	Spatial distribution of neighborhood-level housing prices and its association with all-cause mortality in Seoul, Korea (2013–2018): A spatial panel data analysis
title_short	Spatial distribution of neighborhood-level housing prices and its association with all-cause mortality in Seoul, Korea (2013–2018): A spatial panel data analysis
title_full	Spatial distribution of neighborhood-level housing prices and its association with all-cause mortality in Seoul, Korea (2013–2018): A spatial panel data analysis
title_fullStr	Spatial distribution of neighborhood-level housing prices and its association with all-cause mortality in Seoul, Korea (2013–2018): A spatial panel data analysis
title_full_unstemmed	Spatial distribution of neighborhood-level housing prices and its association with all-cause mortality in Seoul, Korea (2013–2018): A spatial panel data analysis
title_sort	spatial distribution of neighborhood-level housing prices and its association with all-cause mortality in seoul, korea (2013–2018): a spatial panel data analysis
publisher	Elsevier
publishDate	2021
url	https://doaj.org/article/65ed70a479aa4044886e4af6d3288588
work_keys_str_mv	AT ikhankim spatialdistributionofneighborhoodlevelhousingpricesanditsassociationwithallcausemortalityinseoulkorea20132018aspatialpaneldataanalysis
_version_	1718429960023048192

Spatial distribution of neighborhood-level housing prices and its association with all-cause mortality in Seoul, Korea (2013–2018): A spatial panel data analysis

Ejemplares similares