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Validity of the EQ-5D-5L questionnaire among the general population of Poland
PURPOSE: We aim to compare the psychometric properties of the EQ-5D-5L questionnaire with the EQ-5D-3L version and EQ VAS, based on a survey conducted in a sample representing the general adult population of Poland. METHODS: The survey comprised health-related quality of life (HRQoL) questionnaires:...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7952292/ https://www.ncbi.nlm.nih.gov/pubmed/33099710 http://dx.doi.org/10.1007/s11136-020-02667-3 |
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author | Młyńczak, Katarzyna Golicki, Dominik |
author_facet | Młyńczak, Katarzyna Golicki, Dominik |
author_sort | Młyńczak, Katarzyna |
collection | PubMed |
description | PURPOSE: We aim to compare the psychometric properties of the EQ-5D-5L questionnaire with the EQ-5D-3L version and EQ VAS, based on a survey conducted in a sample representing the general adult population of Poland. METHODS: The survey comprised health-related quality of life (HRQoL) questionnaires: EQ-5D-5L, EQ VAS, SF-12 and EQ-5D-3L, together with demographic and socio-economic characteristics items. The EQ-5D index values were estimated based on a directly measured value set for Poland. The following psychometric properties were analysed: feasibility, distribution of responses, redistribution from EQ-5D-3L to EQ-5D-5L, inconsistencies, ceiling effects, informativity power and construct validity. We proposed a novel approach to the construct validity assessment, based on the use of a machine learning technique known as the random forest algorithm. RESULTS: From March to June 2014, 3978 subjects (aged 18–87, 53.2% female) were surveyed. The EQ-5D-5L questionnaire had a lower ceiling effect compared to EQ-5D-3L (38.0% vs 46.6%). Redistribution from EQ-5D-3L to EQ-5D-5L was similar for each dimension, and the mean inconsistency did not exceed 5%. The results of known-groups validation confirmed the hypothesis concerning the relationship between the EQ-5D index values and age, sex and occurrence of diabetes. CONCLUSIONS: The EQ-5D-5L, in comparison with its EQ-5D-3L equivalent, showed similar or better psychometric properties within the general population of a country. We assessed the construct validity of the questionnaire with a novel approach that was based on a machine learning technique known as the random forest algorithm. |
format | Online Article Text |
id | pubmed-7952292 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-79522922021-03-28 Validity of the EQ-5D-5L questionnaire among the general population of Poland Młyńczak, Katarzyna Golicki, Dominik Qual Life Res Article PURPOSE: We aim to compare the psychometric properties of the EQ-5D-5L questionnaire with the EQ-5D-3L version and EQ VAS, based on a survey conducted in a sample representing the general adult population of Poland. METHODS: The survey comprised health-related quality of life (HRQoL) questionnaires: EQ-5D-5L, EQ VAS, SF-12 and EQ-5D-3L, together with demographic and socio-economic characteristics items. The EQ-5D index values were estimated based on a directly measured value set for Poland. The following psychometric properties were analysed: feasibility, distribution of responses, redistribution from EQ-5D-3L to EQ-5D-5L, inconsistencies, ceiling effects, informativity power and construct validity. We proposed a novel approach to the construct validity assessment, based on the use of a machine learning technique known as the random forest algorithm. RESULTS: From March to June 2014, 3978 subjects (aged 18–87, 53.2% female) were surveyed. The EQ-5D-5L questionnaire had a lower ceiling effect compared to EQ-5D-3L (38.0% vs 46.6%). Redistribution from EQ-5D-3L to EQ-5D-5L was similar for each dimension, and the mean inconsistency did not exceed 5%. The results of known-groups validation confirmed the hypothesis concerning the relationship between the EQ-5D index values and age, sex and occurrence of diabetes. CONCLUSIONS: The EQ-5D-5L, in comparison with its EQ-5D-3L equivalent, showed similar or better psychometric properties within the general population of a country. We assessed the construct validity of the questionnaire with a novel approach that was based on a machine learning technique known as the random forest algorithm. Springer International Publishing 2020-10-24 2021 /pmc/articles/PMC7952292/ /pubmed/33099710 http://dx.doi.org/10.1007/s11136-020-02667-3 Text en © The Author(s) 2020 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Młyńczak, Katarzyna Golicki, Dominik Validity of the EQ-5D-5L questionnaire among the general population of Poland |
title | Validity of the EQ-5D-5L questionnaire among the general population of Poland |
title_full | Validity of the EQ-5D-5L questionnaire among the general population of Poland |
title_fullStr | Validity of the EQ-5D-5L questionnaire among the general population of Poland |
title_full_unstemmed | Validity of the EQ-5D-5L questionnaire among the general population of Poland |
title_short | Validity of the EQ-5D-5L questionnaire among the general population of Poland |
title_sort | validity of the eq-5d-5l questionnaire among the general population of poland |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7952292/ https://www.ncbi.nlm.nih.gov/pubmed/33099710 http://dx.doi.org/10.1007/s11136-020-02667-3 |
work_keys_str_mv | AT młynczakkatarzyna validityoftheeq5d5lquestionnaireamongthegeneralpopulationofpoland AT golickidominik validityoftheeq5d5lquestionnaireamongthegeneralpopulationofpoland |