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. 2022 Sep 21:10:953827.
doi: 10.3389/fpubh.2022.953827. eCollection 2022.

Regional well-being inequalities arising from healthcare expenditure public policies in Spain

María Del Carmen Valls Martínez  1 , Mayra Soledad Grasso  1 , José-María Montero  2
Affiliations

Regional well-being inequalities arising from healthcare expenditure public policies in Spain

María Del Carmen Valls Martínez et al. Front Public Health. .

Abstract

Well-being inequalities arising from different healthcare expenditure public policies is currently a hot topic at a national scale, but especially so at a sub-national level because the inequalities in question are among citizens of the same country. Spain is an optimal study area to carry out research on this topic because it is considered to have one of the best health systems in the world, it is one of the top-ranking countries in terms of life expectancy rates (the indicators we use for well-being), and it has a decentralized public health system with significantly different regional healthcare expenditure public policies. Given that the factors involved in the complex direct, indirect, and second-order relationships between well-being and health spending are latent in nature, and that there are more hypotheses than certainties regarding these relationships, we propose a partial least squares structural equation modeling specification to test the research hypotheses and to estimate the corresponding impacts. These constructs are proxied by a set of 26 indicators, for which annual values at a regional scale were used for the period 2005-2018. From the estimation of this model, it can be concluded that mortality, expenditure and resources are the factors that have the greatest impact on well-being. In addition, a cluster analysis of the indicators for the constructs included in this research reveals the existence of three clearly differentiated groups of autonomous communities: the northern part of the country plus Extremadura (characterized by the lowest well-being and the highest mortality rates), Madrid (with the best results in well-being and mortality, the lowest public health expenditure per inhabitant and percentage of pharmaceutical spending, and the highest percentage in specialty care services and medical staff spending), and the rest of the country (south-eastern regions, with similar well-being values to those of the first group but with less health expenditure). Finally, a principal component analysis reveals that "healthiness" and "basic spending" are the optimal factors for mapping well-being and health spending in Spain.

Keywords: Spanish health system; cluster analysis; healthcare expenditure public policies; life expectancy; partial least squares structural equation modeling; principal component analysis; well-being inequalities.

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Conflict of interest statement

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Figures

Figure 1
Figure 1
Research model.
Figure 2
Figure 2
Model results.
Figure 3
Figure 3
Dendrogram.
Figure 4
Figure 4
Spanish map of clusters.
Figure 5
Figure 5
Factors chart.
See this image and copyright information in PMC

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