Using Higher-Order Constructs to Estimate Health-Disease Status: The Effect of Health System Performance and Sustainability

This article aims to provide information to public agencies and policymakers on the determinants of health systems and their relationships that influence citizens’ health–disease status. A total of 61 indicators for each of 17 Spanish autonomous communities were collected from the Spanish Ministry o...

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Main Authors: Ramírez-Orellana, Alicia, Valls Martínez, María del Carmen, Soledad Grasso, Mayra
Format: info:eu-repo/semantics/article
Language:English
Published: MDPI 2021
Subjects:
Online Access:http://hdl.handle.net/10835/11999
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author Ramírez-Orellana, Alicia
Valls Martínez, María del Carmen
Soledad Grasso, Mayra
author_facet Ramírez-Orellana, Alicia
Valls Martínez, María del Carmen
Soledad Grasso, Mayra
author_sort Ramírez-Orellana, Alicia
collection DSpace
description This article aims to provide information to public agencies and policymakers on the determinants of health systems and their relationships that influence citizens’ health–disease status. A total of 61 indicators for each of 17 Spanish autonomous communities were collected from the Spanish Ministry of Health, Social Services, and Equality between 2008 and 2017. The applied technique was partial least squares structural equation modeling (PLS-SEM). Concerning health–disease status, an influence of sustainability and performance on the health system was hypothesized. The findings revealed that health system sustainability had a negative effect on health–disease status, measured in terms of disease incidence. However, the relationship between health system performance and health–disease status is positive. Furthermore, health system performance mediates the relationship between sustainability and health–disease status. According to our study, if we consider the opposite poles that make up the definition of health–disease status (well-being and disease), this concept is defined more by the incidence of the negative aspect.
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spelling oai:repositorio.ual.es:10835-119992023-04-12T19:10:22Z Using Higher-Order Constructs to Estimate Health-Disease Status: The Effect of Health System Performance and Sustainability Ramírez-Orellana, Alicia Valls Martínez, María del Carmen Soledad Grasso, Mayra National Health Services health–disease status health system performance health system sustainability health policy healthcare quality partial least squares structural equation modeling (PLS-SEM) This article aims to provide information to public agencies and policymakers on the determinants of health systems and their relationships that influence citizens’ health–disease status. A total of 61 indicators for each of 17 Spanish autonomous communities were collected from the Spanish Ministry of Health, Social Services, and Equality between 2008 and 2017. The applied technique was partial least squares structural equation modeling (PLS-SEM). Concerning health–disease status, an influence of sustainability and performance on the health system was hypothesized. The findings revealed that health system sustainability had a negative effect on health–disease status, measured in terms of disease incidence. However, the relationship between health system performance and health–disease status is positive. Furthermore, health system performance mediates the relationship between sustainability and health–disease status. According to our study, if we consider the opposite poles that make up the definition of health–disease status (well-being and disease), this concept is defined more by the incidence of the negative aspect. 2021-07-21T09:44:59Z 2021-07-21T09:44:59Z 2021-05-27 info:eu-repo/semantics/article 2227-7390 http://hdl.handle.net/10835/11999 en https://www.mdpi.com/2227-7390/9/11/1228 Attribution-NonCommercial-NoDerivatives 4.0 Internacional http://creativecommons.org/licenses/by-nc-nd/4.0/ info:eu-repo/semantics/openAccess MDPI
spellingShingle National Health Services
health–disease status
health system performance
health system sustainability
health policy
healthcare quality
partial least squares structural equation modeling (PLS-SEM)
Ramírez-Orellana, Alicia
Valls Martínez, María del Carmen
Soledad Grasso, Mayra
Using Higher-Order Constructs to Estimate Health-Disease Status: The Effect of Health System Performance and Sustainability
title Using Higher-Order Constructs to Estimate Health-Disease Status: The Effect of Health System Performance and Sustainability
title_full Using Higher-Order Constructs to Estimate Health-Disease Status: The Effect of Health System Performance and Sustainability
title_fullStr Using Higher-Order Constructs to Estimate Health-Disease Status: The Effect of Health System Performance and Sustainability
title_full_unstemmed Using Higher-Order Constructs to Estimate Health-Disease Status: The Effect of Health System Performance and Sustainability
title_short Using Higher-Order Constructs to Estimate Health-Disease Status: The Effect of Health System Performance and Sustainability
title_sort using higher-order constructs to estimate health-disease status: the effect of health system performance and sustainability
topic National Health Services
health–disease status
health system performance
health system sustainability
health policy
healthcare quality
partial least squares structural equation modeling (PLS-SEM)
url http://hdl.handle.net/10835/11999
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