Factors associated with the effective organ donation rate: a spatial analysis among Federative Units in Brazil

Detalhes bibliográficos
Autor(a) principal: Assis, Paloma Caperna de
Data de Publicação: 2023
Outros Autores: Favoretto, Cássia Kely, Balbinotto Neto, Giácomo, Gomes, Carlos Eduardo
Tipo de documento: Artigo
Idioma: por
Título da fonte: Estudos Econômicos (São Paulo)
Texto Completo: https://www.revistas.usp.br/ee/article/view/193530
Resumo: This study analyzes the factors associated with the effective solid organ donation rate (heart, lungs, kidneys, liver, and pancreas) due to brain death in the Brazilian Federative Units (UF) from 2012 to 2017. For this purpose, Exploratory Spatial Data Analysis and the Spatial Durbin model with panel data were used. The conditioning factors used were divided into sociodemographic and health management. The existence of large regional disparities in the donation process among these areas was evidenced, with spatial clusters of high-high type in the southern region of the country. The results showed that population density positively affected these donations in the unit of analysis. This same signal was obtained when considering the impact of the variables lagged density, lagged schooling, and the effects of spatial spillovers. The lagged population aging rate negatively affected these donations in the unit of analysis, in addition to having indirect and total negative results on the donation rate in neighboring units. When considering the ethnic composition, through the proportion of non-whites, it was observed that the higher this proportion in each UF, the lower donation rate in that same unit, confirmed by the direct effect. The sign of this lagged explanatory factor and the indirect effect was negative. The emergency breathing rate proved to be important for the growth of the donation rate in the analyzed areas. The lag in the rate of beds in the Intensive Care Unit (UTI) had a negative effect on donations and the spillover effects (indirect and total effects) followed the same impact direction. The rate of organ transplantation teams negatively affected these donations in the unit of analysis; however, the effect of neighbors was positive, with a positive relationship in the indirect effect and a negative relationship in the direct one. The rate of deaths from neurological causes in each UF positively affected its donations, but this factor in neighboring units negatively affected the dependent variable, in addition to the direction of the direct effect being positive and the indirect effect being negative. The dummies referring to public policies that created the Organ Procurement Organizations (OPO’s) and the Intra-Hospital Commissions for the Donation of Organs and Tissues for Transplantation (CIHDOTT’s) showed positive total effects, indicating their importance in this process. It was concluded that the geographic and temporal behavior of solid organ donations in the federative units were explained by the sociodemographic and management conditions discussed. Effective decisions by the managers of this system, based on evidence, are necessary to improve the structural and dynamic performance of the donation process, especially in relation to regional differences in the supply of organs in the country.
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spelling Factors associated with the effective organ donation rate: a spatial analysis among Federative Units in BrazilFatores associados à taxa de doação efetiva de órgãos sólidos por morte encefálica: uma análise espacial entre as Unidades Federativas do BrasilEconomia-saúdeOferta-órgãosDisparidades regionais-saúdeEconometria espacialEconomics-healthOffer-organsRegional disparities-healthSpatial econometricsThis study analyzes the factors associated with the effective solid organ donation rate (heart, lungs, kidneys, liver, and pancreas) due to brain death in the Brazilian Federative Units (UF) from 2012 to 2017. For this purpose, Exploratory Spatial Data Analysis and the Spatial Durbin model with panel data were used. The conditioning factors used were divided into sociodemographic and health management. The existence of large regional disparities in the donation process among these areas was evidenced, with spatial clusters of high-high type in the southern region of the country. The results showed that population density positively affected these donations in the unit of analysis. This same signal was obtained when considering the impact of the variables lagged density, lagged schooling, and the effects of spatial spillovers. The lagged population aging rate negatively affected these donations in the unit of analysis, in addition to having indirect and total negative results on the donation rate in neighboring units. When considering the ethnic composition, through the proportion of non-whites, it was observed that the higher this proportion in each UF, the lower donation rate in that same unit, confirmed by the direct effect. The sign of this lagged explanatory factor and the indirect effect was negative. The emergency breathing rate proved to be important for the growth of the donation rate in the analyzed areas. The lag in the rate of beds in the Intensive Care Unit (UTI) had a negative effect on donations and the spillover effects (indirect and total effects) followed the same impact direction. The rate of organ transplantation teams negatively affected these donations in the unit of analysis; however, the effect of neighbors was positive, with a positive relationship in the indirect effect and a negative relationship in the direct one. The rate of deaths from neurological causes in each UF positively affected its donations, but this factor in neighboring units negatively affected the dependent variable, in addition to the direction of the direct effect being positive and the indirect effect being negative. The dummies referring to public policies that created the Organ Procurement Organizations (OPO’s) and the Intra-Hospital Commissions for the Donation of Organs and Tissues for Transplantation (CIHDOTT’s) showed positive total effects, indicating their importance in this process. It was concluded that the geographic and temporal behavior of solid organ donations in the federative units were explained by the sociodemographic and management conditions discussed. Effective decisions by the managers of this system, based on evidence, are necessary to improve the structural and dynamic performance of the donation process, especially in relation to regional differences in the supply of organs in the country.Este estudo analisa os fatores associados à taxa de doações efetivas de órgãos sólidos (coração, pulmões, rins, fígado e pâncreas) por morte encefálica nas Unidades Federativas (UF) do Brasil, no período de 2012 a 2017. Para tanto, fez-se uso da Análise Exploratória de Dados Espaciais e do modelo de Durbin Espacial com dados em painel. Os condicionantes usados foram divididos em sociodemográficos e de gestão em saúde. Evidenciou se a existência de grandes disparidades regionais no processo de doação nestas áreas, com agrupamentos espaciais do tipo Alto-Alto na região Sul do país. Os resultados mostraram que a densidade populacional afetou positivamente essas doações na unidade de análise. Esse mesmo sinal foi obtido ao se considerar o impacto das variáveis densidade defasada, escolaridade defasada e os efeitos dos transbordamentos espaciais. A taxa de envelhecimento populacional defasada afetou negativamente essas doações na unidade de análise, além de apresentar resultados negativos indiretos e total sobre a taxa de doação nas unidades vizinhas. Ao se considerar a composição étnica, por meio da  proporção de não brancos, observou-se que quanto maior for essa proporção em determinada UF, menor é taxa de doação nessa mesma unidade, confirmada pelo efeito direto. O sinal desse fator explicativo defasado e do efeito indireto foi negativo. A taxa de respiradores de emergência mostrou-se importante para o crescimento da taxa de doação nas áreas analisadas. A defasagem da taxa de leitos em Unidade de Terapia Intensiva (UTI) teve efeito negativo sobre as doações e os efeitos spillover (efeitos indireto e total) seguiram a mesma direção de impacto. A taxa de equipes transplantadoras de órgãos afetou negativamente essas doações na unidade de análise, contudo, o efeito dos vizinhos foi positivo, observando-se relação positiva no efeito indireto e negativa no direto. A taxa de mortes por causas neurológicas de uma determinada UF afetou de forma positiva as suas doações, mas esse fator nas unidades vizinhas afetou negativamente a variável dependente, além da direção do efeito direto ser positiva e do indireto ser negativa. As dummies referentes às políticas públicas que criaram as Organizações de Procura de Órgãos (OPO’s) e as Comissões Intra-Hospitalares de Doação de Órgãos e Tecidos para Transplante (CIHDOTT’s) mostraram efeitos totais positivos, indicando a importância delas nesse processo. Concluiu-se que o comportamento geográfico e temporal das doações de órgãos sólidos nas unidades federativas foram explicados pelos condicionantes sociodemográficos e de gestão abordados. Decisões efetivas dos gestores desse sistema, com base em evidências, são necessárias para melhorar o desempenho estrutural e dinâmico do processo de doação, especialmente, em relação às diferenças regionais na oferta desses órgãos no país.Universidade de São Paulo. Faculdade de Economia, Administração, Contabilidade e Atuária2023-06-28info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdftext/xmlhttps://www.revistas.usp.br/ee/article/view/19353010.1590/1980-53575322pcgcEstudos Econômicos (São Paulo); v. 53 n. 2 (2023); 257-3031980-53570101-4161reponame:Estudos Econômicos (São Paulo)instname:Universidade de São Paulo (USP)instacron:USPporhttps://www.revistas.usp.br/ee/article/view/193530/196613https://www.revistas.usp.br/ee/article/view/193530/196995Copyright (c) 2023 Paloma Caperna de Assis, Cássia Kely Favoretto, Giácomo Balbinotto Neto, Carlos Eduardo Gomeshttp://creativecommons.org/licenses/by-nc/4.0info:eu-repo/semantics/openAccessAssis, Paloma Caperna de Favoretto, Cássia KelyBalbinotto Neto, GiácomoGomes, Carlos Eduardo 2023-09-14T19:23:16Zoai:revistas.usp.br:article/193530Revistahttps://www.revistas.usp.br/eePUBhttps://www.revistas.usp.br/ee/oaiestudoseconomicos@usp.br||aldrighi@usp.br1980-53570101-4161opendoar:2023-09-14T19:23:16Estudos Econômicos (São Paulo) - Universidade de São Paulo (USP)false
dc.title.none.fl_str_mv Factors associated with the effective organ donation rate: a spatial analysis among Federative Units in Brazil
Fatores associados à taxa de doação efetiva de órgãos sólidos por morte encefálica: uma análise espacial entre as Unidades Federativas do Brasil
title Factors associated with the effective organ donation rate: a spatial analysis among Federative Units in Brazil
spellingShingle Factors associated with the effective organ donation rate: a spatial analysis among Federative Units in Brazil
Assis, Paloma Caperna de
Economia-saúde
Oferta-órgãos
Disparidades regionais-saúde
Econometria espacial
Economics-health
Offer-organs
Regional disparities-health
Spatial econometrics
title_short Factors associated with the effective organ donation rate: a spatial analysis among Federative Units in Brazil
title_full Factors associated with the effective organ donation rate: a spatial analysis among Federative Units in Brazil
title_fullStr Factors associated with the effective organ donation rate: a spatial analysis among Federative Units in Brazil
title_full_unstemmed Factors associated with the effective organ donation rate: a spatial analysis among Federative Units in Brazil
title_sort Factors associated with the effective organ donation rate: a spatial analysis among Federative Units in Brazil
author Assis, Paloma Caperna de
author_facet Assis, Paloma Caperna de
Favoretto, Cássia Kely
Balbinotto Neto, Giácomo
Gomes, Carlos Eduardo
author_role author
author2 Favoretto, Cássia Kely
Balbinotto Neto, Giácomo
Gomes, Carlos Eduardo
author2_role author
author
author
dc.contributor.author.fl_str_mv Assis, Paloma Caperna de
Favoretto, Cássia Kely
Balbinotto Neto, Giácomo
Gomes, Carlos Eduardo
dc.subject.por.fl_str_mv Economia-saúde
Oferta-órgãos
Disparidades regionais-saúde
Econometria espacial
Economics-health
Offer-organs
Regional disparities-health
Spatial econometrics
topic Economia-saúde
Oferta-órgãos
Disparidades regionais-saúde
Econometria espacial
Economics-health
Offer-organs
Regional disparities-health
Spatial econometrics
description This study analyzes the factors associated with the effective solid organ donation rate (heart, lungs, kidneys, liver, and pancreas) due to brain death in the Brazilian Federative Units (UF) from 2012 to 2017. For this purpose, Exploratory Spatial Data Analysis and the Spatial Durbin model with panel data were used. The conditioning factors used were divided into sociodemographic and health management. The existence of large regional disparities in the donation process among these areas was evidenced, with spatial clusters of high-high type in the southern region of the country. The results showed that population density positively affected these donations in the unit of analysis. This same signal was obtained when considering the impact of the variables lagged density, lagged schooling, and the effects of spatial spillovers. The lagged population aging rate negatively affected these donations in the unit of analysis, in addition to having indirect and total negative results on the donation rate in neighboring units. When considering the ethnic composition, through the proportion of non-whites, it was observed that the higher this proportion in each UF, the lower donation rate in that same unit, confirmed by the direct effect. The sign of this lagged explanatory factor and the indirect effect was negative. The emergency breathing rate proved to be important for the growth of the donation rate in the analyzed areas. The lag in the rate of beds in the Intensive Care Unit (UTI) had a negative effect on donations and the spillover effects (indirect and total effects) followed the same impact direction. The rate of organ transplantation teams negatively affected these donations in the unit of analysis; however, the effect of neighbors was positive, with a positive relationship in the indirect effect and a negative relationship in the direct one. The rate of deaths from neurological causes in each UF positively affected its donations, but this factor in neighboring units negatively affected the dependent variable, in addition to the direction of the direct effect being positive and the indirect effect being negative. The dummies referring to public policies that created the Organ Procurement Organizations (OPO’s) and the Intra-Hospital Commissions for the Donation of Organs and Tissues for Transplantation (CIHDOTT’s) showed positive total effects, indicating their importance in this process. It was concluded that the geographic and temporal behavior of solid organ donations in the federative units were explained by the sociodemographic and management conditions discussed. Effective decisions by the managers of this system, based on evidence, are necessary to improve the structural and dynamic performance of the donation process, especially in relation to regional differences in the supply of organs in the country.
publishDate 2023
dc.date.none.fl_str_mv 2023-06-28
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10.1590/1980-53575322pcgc
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identifier_str_mv 10.1590/1980-53575322pcgc
dc.language.iso.fl_str_mv por
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dc.relation.none.fl_str_mv https://www.revistas.usp.br/ee/article/view/193530/196613
https://www.revistas.usp.br/ee/article/view/193530/196995
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info:eu-repo/semantics/openAccess
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dc.publisher.none.fl_str_mv Universidade de São Paulo. Faculdade de Economia, Administração, Contabilidade e Atuária
publisher.none.fl_str_mv Universidade de São Paulo. Faculdade de Economia, Administração, Contabilidade e Atuária
dc.source.none.fl_str_mv Estudos Econômicos (São Paulo); v. 53 n. 2 (2023); 257-303
1980-5357
0101-4161
reponame:Estudos Econômicos (São Paulo)
instname:Universidade de São Paulo (USP)
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instname_str Universidade de São Paulo (USP)
instacron_str USP
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reponame_str Estudos Econômicos (São Paulo)
collection Estudos Econômicos (São Paulo)
repository.name.fl_str_mv Estudos Econômicos (São Paulo) - Universidade de São Paulo (USP)
repository.mail.fl_str_mv estudoseconomicos@usp.br||aldrighi@usp.br
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