RT Journal Article T1 [Analysis of the technical efficiency of hospitals in the Spanish National Health Service]. T2 Análisis de la eficiencia técnica en los hospitales del Sistema Nacional de Salud español. A1 Pérez-Romero, Carmen A1 Ortega-Díaz, M Isabel A1 Ocaña-Riola, Ricardo A1 Martín-Martín, José Jesús K1 Análisis envolvente de datos K1 Análisis multinivel K1 Data envelopment analysis K1 Efficiency K1 Eficiencia K1 Hospitales K1 Hospitals K1 Malmquist index K1 Multilevel analysis K1 National Health Service K1 Sistema Nacional de Salud K1 Índice de Malmquist AB To analyse the technical efficiency and productivity of general hospitals in the Spanish National Health Service (NHS) (2010-2012) and identify explanatory hospital and regional variables. 230 NHS hospitals were analysed by data envelopment analysis for overall, technical and scale efficiency, and Malmquist index. The robustness of the analysis is contrasted with alternative input-output models. A fixed effects multilevel cross-sectional linear model was used to analyse the explanatory efficiency variables. The average rate of overall technical efficiency (OTE) was 0.736 in 2012; there was considerable variability by region. Malmquist index (2010-2012) is 1.013. A 23% variability in OTE is attributable to the region in question. Statistically significant exogenous variables (residents per 100 physicians, aging index, average annual income per household, essential public service expenditure and public health expenditure per capita) explain 42% of the OTE variability between hospitals and 64% between regions. The number of residents showed a statistically significant relationship. As regards regions, there is a statistically significant direct linear association between OTE and annual income per capita and essential public service expenditure, and an indirect association with the aging index and annual public health expenditure per capita. The significant room for improvement in the efficiency of hospitals is conditioned by region-specific characteristics, specifically aging, wealth and the public expenditure policies of each one. YR 2016 FD 2016-12-30 LK http://hdl.handle.net/10668/10731 UL http://hdl.handle.net/10668/10731 LA es DS RISalud RD Apr 18, 2025