Cargando…
Evaluation of data availability on population health indicators at the regional level across the European Union
BACKGROUND: The ability to measure regional health inequalities across Europe and to build adequate population health indices depends significantly on the availability of reliable and comparable data at the regional level. Within the scope of the EU-funded project EURO-HEALTHY, a Population Health I...
Autores principales: | , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2019
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6686464/ https://www.ncbi.nlm.nih.gov/pubmed/31391120 http://dx.doi.org/10.1186/s12963-019-0188-6 |
_version_ | 1783442572250710016 |
---|---|
author | Costa, Claudia Freitas, Ângela Stefanik, Iwa Krafft, Thomas Pilot, Eva Morrison, Joana Santana, Paula |
author_facet | Costa, Claudia Freitas, Ângela Stefanik, Iwa Krafft, Thomas Pilot, Eva Morrison, Joana Santana, Paula |
author_sort | Costa, Claudia |
collection | PubMed |
description | BACKGROUND: The ability to measure regional health inequalities across Europe and to build adequate population health indices depends significantly on the availability of reliable and comparable data at the regional level. Within the scope of the EU-funded project EURO-HEALTHY, a Population Health Index (PHI) was built. This model aggregates 39 indicators considered relevant by experts and stakeholders to evaluate and monitor population health on the regional level within the European Union (269 regions). The aim of this research was to assess the data availability for those indicators. As a subsequent aim, an adequate protocol to overcome issues arising from missing data will be presented, as well as key messages for both national and European statistical authorities meant to improve data collection on population health. METHODS: The methodology for the study includes three consecutive phases: (i) assessing the data availability for the respective indicators at the regional level for the last year available (ii) applying a protocol for missing data and completing the database and (iii) developing a scoring system ranging from 0 (no data available; worst) to 1 (all data available; best) to evaluate the availability of data by indicator and EU region. RESULTS: Although the missing data on the set of the PHI indicators was significant, the mean availability score for the EURO-HEALTHY PHI indicators is 0.8 and the regional availability score is 0.7, which reveal the strength of the indicators as well as the data completeness protocol for missing data. CONCLUSIONS: This study provides a comprehensive data availability assessment for population health indicators from multiple areas of concern, at the EU regional level. The results highlight that the data completeness protocol and availability scores are suitable tools to apply on any indicator’s data source mapping. It also raises awareness to the urgent need for sub-national data in several domains and for closing the data gaps between and within countries. This will require policies clearly focused on improving equity between regions and a coordinated effort from the producers of data (the EU28 national statistics offices and EUROSTAT) and the stakeholders who design policies at EU, regional and local level. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12963-019-0188-6) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-6686464 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-66864642019-08-12 Evaluation of data availability on population health indicators at the regional level across the European Union Costa, Claudia Freitas, Ângela Stefanik, Iwa Krafft, Thomas Pilot, Eva Morrison, Joana Santana, Paula Popul Health Metr Research BACKGROUND: The ability to measure regional health inequalities across Europe and to build adequate population health indices depends significantly on the availability of reliable and comparable data at the regional level. Within the scope of the EU-funded project EURO-HEALTHY, a Population Health Index (PHI) was built. This model aggregates 39 indicators considered relevant by experts and stakeholders to evaluate and monitor population health on the regional level within the European Union (269 regions). The aim of this research was to assess the data availability for those indicators. As a subsequent aim, an adequate protocol to overcome issues arising from missing data will be presented, as well as key messages for both national and European statistical authorities meant to improve data collection on population health. METHODS: The methodology for the study includes three consecutive phases: (i) assessing the data availability for the respective indicators at the regional level for the last year available (ii) applying a protocol for missing data and completing the database and (iii) developing a scoring system ranging from 0 (no data available; worst) to 1 (all data available; best) to evaluate the availability of data by indicator and EU region. RESULTS: Although the missing data on the set of the PHI indicators was significant, the mean availability score for the EURO-HEALTHY PHI indicators is 0.8 and the regional availability score is 0.7, which reveal the strength of the indicators as well as the data completeness protocol for missing data. CONCLUSIONS: This study provides a comprehensive data availability assessment for population health indicators from multiple areas of concern, at the EU regional level. The results highlight that the data completeness protocol and availability scores are suitable tools to apply on any indicator’s data source mapping. It also raises awareness to the urgent need for sub-national data in several domains and for closing the data gaps between and within countries. This will require policies clearly focused on improving equity between regions and a coordinated effort from the producers of data (the EU28 national statistics offices and EUROSTAT) and the stakeholders who design policies at EU, regional and local level. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12963-019-0188-6) contains supplementary material, which is available to authorized users. BioMed Central 2019-08-07 /pmc/articles/PMC6686464/ /pubmed/31391120 http://dx.doi.org/10.1186/s12963-019-0188-6 Text en © The Author(s). 2019 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Costa, Claudia Freitas, Ângela Stefanik, Iwa Krafft, Thomas Pilot, Eva Morrison, Joana Santana, Paula Evaluation of data availability on population health indicators at the regional level across the European Union |
title | Evaluation of data availability on population health indicators at the regional level across the European Union |
title_full | Evaluation of data availability on population health indicators at the regional level across the European Union |
title_fullStr | Evaluation of data availability on population health indicators at the regional level across the European Union |
title_full_unstemmed | Evaluation of data availability on population health indicators at the regional level across the European Union |
title_short | Evaluation of data availability on population health indicators at the regional level across the European Union |
title_sort | evaluation of data availability on population health indicators at the regional level across the european union |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6686464/ https://www.ncbi.nlm.nih.gov/pubmed/31391120 http://dx.doi.org/10.1186/s12963-019-0188-6 |
work_keys_str_mv | AT costaclaudia evaluationofdataavailabilityonpopulationhealthindicatorsattheregionallevelacrosstheeuropeanunion AT freitasangela evaluationofdataavailabilityonpopulationhealthindicatorsattheregionallevelacrosstheeuropeanunion AT stefanikiwa evaluationofdataavailabilityonpopulationhealthindicatorsattheregionallevelacrosstheeuropeanunion AT krafftthomas evaluationofdataavailabilityonpopulationhealthindicatorsattheregionallevelacrosstheeuropeanunion AT piloteva evaluationofdataavailabilityonpopulationhealthindicatorsattheregionallevelacrosstheeuropeanunion AT morrisonjoana evaluationofdataavailabilityonpopulationhealthindicatorsattheregionallevelacrosstheeuropeanunion AT santanapaula evaluationofdataavailabilityonpopulationhealthindicatorsattheregionallevelacrosstheeuropeanunion |