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Factors associated with hospitalisations in chronic conditions deemed avoidable: ecological study in the Spanish healthcare system
  1. Ester Angulo-Pueyo1,2,
  2. Manuel Ridao-López1,2,
  3. Natalia Martínez-Lizaga1,2,
  4. Sandra García-Armesto1,2,
  5. Salvador Peiró3,
  6. Enrique Bernal-Delgado1,2
  1. 1Health Services and Policy Research Unit, Health Sciences Institute in Aragon (IACS) IIS Aragon, Zaragoza, Spain
  2. 2Red de Investigación en Servicios de Salud en Enfermedades Crónicas (REDISSEC), Spain
  3. 3Center for Public Health Research, Foundation for the Promotion of Health and Biomedical Research in the Valencian Region (FISABIO), Valencia, Spain
  1. Correspondence to Dr Enrique Bernal-Delgado; ebernal.iacs{at}aragon.es

Abstract

Objectives Potentially avoidable hospitalisations have been used as a proxy for primary care quality. We aimed to analyse the ecological association between contextual and systemic factors featured in the Spanish healthcare system and the variation in potentially avoidable hospitalisations for a number of chronic conditions.

Methods A cross-section ecological study based on the linkage of administrative data sources from virtually all healthcare areas (n=202) and autonomous communities (n=16) composing the Spanish National Health System was performed. Potentially avoidable hospitalisations in chronic conditions were defined using the Spanish validation of the Agency for Health Research and Quality (AHRQ) preventable quality indicators. Using 2012 data, the ecological association between potentially avoidable hospitalisations and factors featuring healthcare areas and autonomous communities was tested using multilevel negative binomial regression.

Results In 2012, 151 468 admissions were flagged as potentially avoidable in Spain. After adjusting for differences in age, sex and burden of disease, the only variable associated with the outcome was hospitalisation intensity for any cause in previous years (incidence risk ratio 1.19 (95% CI 1.13 to 1.26)). The autonomous community of residence explained a negligible part of the residual unexplained variation (variance 0.01 (SE 0.008)). Primary care supply and activity did not show any association.

Conclusions The findings suggest that the variation in potentially avoidable hospitalisations in chronic conditions at the healthcare area level is a reflection of how intensively hospitals are used in a healthcare area for any cause, rather than of primary care characteristics. Whether other non-studied features at the healthcare area level or primary care level could explain the observed variation remains uncertain.

  • PRIMARY CARE

This is an Open Access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/

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Footnotes

  • Contributors All the authors contributed to the study design and interpretation of the results. MR-L and NM-L worked specifically on data management. EB-D and EA-P analysed the data and drafted the manuscript. All authors critically revised the draft for important intellectual content and approved the final version.

  • Funding This paper was funded by the Instituto de Salud Carlos III through the Research Network on Health Services Research (REDISSEC) grant RD12/0001/0004.

  • Competing interests None declared.

  • Provenance and peer review Not commissioned; externally peer reviewed.

  • Data sharing statement No additional data are available.

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