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Can Italian Healthcare Administrative Databases Be Used to Compare Regions with Respect to Compliance with Standards of Care for Chronic Diseases?
BACKGROUND: Italy has a population of 60 million and a universal coverage single-payer healthcare system, which mandates collection of healthcare administrative data in a uniform fashion throughout the country. On the other hand, organization of the health system takes place at the regional level, a...
Autores principales: | , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4015953/ https://www.ncbi.nlm.nih.gov/pubmed/24816637 http://dx.doi.org/10.1371/journal.pone.0095419 |
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author | Gini, Rosa Schuemie, Martijn J. Francesconi, Paolo Lapi, Francesco Cricelli, Iacopo Pasqua, Alessandro Gallina, Pietro Donato, Daniele Brugaletta, Salvatore Donatini, Andrea Marini, Alessandro Cricelli, Claudio Damiani, Gianfranco Bellentani, Mariadonata van der Lei, Johan Sturkenboom, Miriam C. J. M. Klazinga, Niek S. |
author_facet | Gini, Rosa Schuemie, Martijn J. Francesconi, Paolo Lapi, Francesco Cricelli, Iacopo Pasqua, Alessandro Gallina, Pietro Donato, Daniele Brugaletta, Salvatore Donatini, Andrea Marini, Alessandro Cricelli, Claudio Damiani, Gianfranco Bellentani, Mariadonata van der Lei, Johan Sturkenboom, Miriam C. J. M. Klazinga, Niek S. |
author_sort | Gini, Rosa |
collection | PubMed |
description | BACKGROUND: Italy has a population of 60 million and a universal coverage single-payer healthcare system, which mandates collection of healthcare administrative data in a uniform fashion throughout the country. On the other hand, organization of the health system takes place at the regional level, and local initiatives generate natural experiments. This is happening in particular in primary care, due to the need to face the growing burden of chronic diseases. Health services research can compare and evaluate local initiatives on the basis of the common healthcare administrative data.However reliability of such data in this context needs to be assessed, especially when comparing different regions of the country. In this paper we investigated the validity of healthcare administrative databases to compute indicators of compliance with standards of care for diabetes, ischaemic heart disease (IHD) and heart failure (HF). METHODS: We compared indicators estimated from healthcare administrative data collected by Local Health Authorities in five Italian regions with corresponding estimates from clinical data collected by General Practitioners (GPs). Four indicators of diagnostic follow-up (two for diabetes, one for IHD and one for HF) and four indicators of appropriate therapy (two each for IHD and HF) were considered. RESULTS: Agreement between the two data sources was very good, except for indicators of laboratory diagnostic follow-up in one region and for the indicator of bioimaging diagnostic follow-up in all regions, where measurement with administrative data underestimated quality. CONCLUSION: According to evidence presented in this study, estimating compliance with standards of care for diabetes, ischaemic heart disease and heart failure from healthcare databases is likely to produce reliable results, even though completeness of data on diagnostic procedures should be assessed first. Performing studies comparing regions using such indicators as outcomes is a promising development with potential to improve quality governance in the Italian healthcare system. |
format | Online Article Text |
id | pubmed-4015953 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-40159532014-05-14 Can Italian Healthcare Administrative Databases Be Used to Compare Regions with Respect to Compliance with Standards of Care for Chronic Diseases? Gini, Rosa Schuemie, Martijn J. Francesconi, Paolo Lapi, Francesco Cricelli, Iacopo Pasqua, Alessandro Gallina, Pietro Donato, Daniele Brugaletta, Salvatore Donatini, Andrea Marini, Alessandro Cricelli, Claudio Damiani, Gianfranco Bellentani, Mariadonata van der Lei, Johan Sturkenboom, Miriam C. J. M. Klazinga, Niek S. PLoS One Research Article BACKGROUND: Italy has a population of 60 million and a universal coverage single-payer healthcare system, which mandates collection of healthcare administrative data in a uniform fashion throughout the country. On the other hand, organization of the health system takes place at the regional level, and local initiatives generate natural experiments. This is happening in particular in primary care, due to the need to face the growing burden of chronic diseases. Health services research can compare and evaluate local initiatives on the basis of the common healthcare administrative data.However reliability of such data in this context needs to be assessed, especially when comparing different regions of the country. In this paper we investigated the validity of healthcare administrative databases to compute indicators of compliance with standards of care for diabetes, ischaemic heart disease (IHD) and heart failure (HF). METHODS: We compared indicators estimated from healthcare administrative data collected by Local Health Authorities in five Italian regions with corresponding estimates from clinical data collected by General Practitioners (GPs). Four indicators of diagnostic follow-up (two for diabetes, one for IHD and one for HF) and four indicators of appropriate therapy (two each for IHD and HF) were considered. RESULTS: Agreement between the two data sources was very good, except for indicators of laboratory diagnostic follow-up in one region and for the indicator of bioimaging diagnostic follow-up in all regions, where measurement with administrative data underestimated quality. CONCLUSION: According to evidence presented in this study, estimating compliance with standards of care for diabetes, ischaemic heart disease and heart failure from healthcare databases is likely to produce reliable results, even though completeness of data on diagnostic procedures should be assessed first. Performing studies comparing regions using such indicators as outcomes is a promising development with potential to improve quality governance in the Italian healthcare system. Public Library of Science 2014-05-09 /pmc/articles/PMC4015953/ /pubmed/24816637 http://dx.doi.org/10.1371/journal.pone.0095419 Text en © 2014 Gini et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Gini, Rosa Schuemie, Martijn J. Francesconi, Paolo Lapi, Francesco Cricelli, Iacopo Pasqua, Alessandro Gallina, Pietro Donato, Daniele Brugaletta, Salvatore Donatini, Andrea Marini, Alessandro Cricelli, Claudio Damiani, Gianfranco Bellentani, Mariadonata van der Lei, Johan Sturkenboom, Miriam C. J. M. Klazinga, Niek S. Can Italian Healthcare Administrative Databases Be Used to Compare Regions with Respect to Compliance with Standards of Care for Chronic Diseases? |
title | Can Italian Healthcare Administrative Databases Be Used to Compare Regions with Respect to Compliance with Standards of Care for Chronic Diseases? |
title_full | Can Italian Healthcare Administrative Databases Be Used to Compare Regions with Respect to Compliance with Standards of Care for Chronic Diseases? |
title_fullStr | Can Italian Healthcare Administrative Databases Be Used to Compare Regions with Respect to Compliance with Standards of Care for Chronic Diseases? |
title_full_unstemmed | Can Italian Healthcare Administrative Databases Be Used to Compare Regions with Respect to Compliance with Standards of Care for Chronic Diseases? |
title_short | Can Italian Healthcare Administrative Databases Be Used to Compare Regions with Respect to Compliance with Standards of Care for Chronic Diseases? |
title_sort | can italian healthcare administrative databases be used to compare regions with respect to compliance with standards of care for chronic diseases? |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4015953/ https://www.ncbi.nlm.nih.gov/pubmed/24816637 http://dx.doi.org/10.1371/journal.pone.0095419 |
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