Cargando…
Mapping the PHQ-8 to EQ-5D, HUI3 and SF6D in patients with depression
BACKGROUND: There is limited evidence of mapping clinical instruments to a generic preference-based instrument in Asian patient populations. The current study aims to map the eight-item Patient Health Questionnaire depression scale (PHQ-8) onto the EuroQol Five-Dimension (EQ-5D), the Health Utilitie...
Autores principales: | , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8438835/ https://www.ncbi.nlm.nih.gov/pubmed/34517871 http://dx.doi.org/10.1186/s12888-021-03463-0 |
_version_ | 1783752421824004096 |
---|---|
author | Abdin, Edimansyah Chong, Siow Ann Seow, Esmond Tan, Kelvin Bryan Subramaniam, Mythily |
author_facet | Abdin, Edimansyah Chong, Siow Ann Seow, Esmond Tan, Kelvin Bryan Subramaniam, Mythily |
author_sort | Abdin, Edimansyah |
collection | PubMed |
description | BACKGROUND: There is limited evidence of mapping clinical instruments to a generic preference-based instrument in Asian patient populations. The current study aims to map the eight-item Patient Health Questionnaire depression scale (PHQ-8) onto the EuroQol Five-Dimension (EQ-5D), the Health Utilities Index Mark 3 (HUI3) and the Short Form Six-Dimension (SF-6D) which helps to inform future cost-utility analyses of treatments for depression. METHODS: A total of 249 participants who had completed PHQ-8, EQ-5D, SF-6D and HUI3 questionnaires were included in the analyses. A beta regression mixture model was used to map the utility scores as a function of PHQ-8 total scores, PHQ-squared, age and gender. The predictive accuracy of the models was examined using mean absolute error and root mean square error. RESULTS: The results were compared against two common regression methods including Ordinary Least Square (OLS) and Tobit regression models. The mean age of the sample was 36.2 years (SD = 11.1). The mean EQ-5D-3L, EQ-5D-5L, HUI3 and SF-6D utility scores were 0.615, 0.709, 0.461 and 0.607, respectively. The EQ-5D-3L, EQ-5D-5L and SF-6D utility scores were best predicted by the beta mixture regression model consisting of PHQ-8 total sores, PHQ-squared, and covariates including age and gender. The HUI3 was best predicted by the OLS regression model. CONCLUSIONS: The current study provides important evidence to clinicians and researchers about the mapping algorithms that can be used in economic evaluation among patients with depression. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12888-021-03463-0. |
format | Online Article Text |
id | pubmed-8438835 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-84388352021-09-14 Mapping the PHQ-8 to EQ-5D, HUI3 and SF6D in patients with depression Abdin, Edimansyah Chong, Siow Ann Seow, Esmond Tan, Kelvin Bryan Subramaniam, Mythily BMC Psychiatry Research BACKGROUND: There is limited evidence of mapping clinical instruments to a generic preference-based instrument in Asian patient populations. The current study aims to map the eight-item Patient Health Questionnaire depression scale (PHQ-8) onto the EuroQol Five-Dimension (EQ-5D), the Health Utilities Index Mark 3 (HUI3) and the Short Form Six-Dimension (SF-6D) which helps to inform future cost-utility analyses of treatments for depression. METHODS: A total of 249 participants who had completed PHQ-8, EQ-5D, SF-6D and HUI3 questionnaires were included in the analyses. A beta regression mixture model was used to map the utility scores as a function of PHQ-8 total scores, PHQ-squared, age and gender. The predictive accuracy of the models was examined using mean absolute error and root mean square error. RESULTS: The results were compared against two common regression methods including Ordinary Least Square (OLS) and Tobit regression models. The mean age of the sample was 36.2 years (SD = 11.1). The mean EQ-5D-3L, EQ-5D-5L, HUI3 and SF-6D utility scores were 0.615, 0.709, 0.461 and 0.607, respectively. The EQ-5D-3L, EQ-5D-5L and SF-6D utility scores were best predicted by the beta mixture regression model consisting of PHQ-8 total sores, PHQ-squared, and covariates including age and gender. The HUI3 was best predicted by the OLS regression model. CONCLUSIONS: The current study provides important evidence to clinicians and researchers about the mapping algorithms that can be used in economic evaluation among patients with depression. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12888-021-03463-0. BioMed Central 2021-09-13 /pmc/articles/PMC8438835/ /pubmed/34517871 http://dx.doi.org/10.1186/s12888-021-03463-0 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/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/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Abdin, Edimansyah Chong, Siow Ann Seow, Esmond Tan, Kelvin Bryan Subramaniam, Mythily Mapping the PHQ-8 to EQ-5D, HUI3 and SF6D in patients with depression |
title | Mapping the PHQ-8 to EQ-5D, HUI3 and SF6D in patients with depression |
title_full | Mapping the PHQ-8 to EQ-5D, HUI3 and SF6D in patients with depression |
title_fullStr | Mapping the PHQ-8 to EQ-5D, HUI3 and SF6D in patients with depression |
title_full_unstemmed | Mapping the PHQ-8 to EQ-5D, HUI3 and SF6D in patients with depression |
title_short | Mapping the PHQ-8 to EQ-5D, HUI3 and SF6D in patients with depression |
title_sort | mapping the phq-8 to eq-5d, hui3 and sf6d in patients with depression |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8438835/ https://www.ncbi.nlm.nih.gov/pubmed/34517871 http://dx.doi.org/10.1186/s12888-021-03463-0 |
work_keys_str_mv | AT abdinedimansyah mappingthephq8toeq5dhui3andsf6dinpatientswithdepression AT chongsiowann mappingthephq8toeq5dhui3andsf6dinpatientswithdepression AT seowesmond mappingthephq8toeq5dhui3andsf6dinpatientswithdepression AT tankelvinbryan mappingthephq8toeq5dhui3andsf6dinpatientswithdepression AT subramaniammythily mappingthephq8toeq5dhui3andsf6dinpatientswithdepression |