Cargando…
Impact of nausea/vomiting on EQ-5D-5L utility scores in patients taking iron preparations for heavy menstrual bleeding or anemia
BACKGROUND: The purpose of this study was to establish an estimating equation to predict the 5-level EQ-5D version (EQ-5D-5L) utility score in patients taking iron preparations for heavy menstrual bleeding (HMB) or anemia and to evaluate whether the presence of nausea or vomiting was a significant p...
Autores principales: | , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10512526/ https://www.ncbi.nlm.nih.gov/pubmed/37735374 http://dx.doi.org/10.1186/s12905-023-02652-1 |
_version_ | 1785108379486650368 |
---|---|
author | Ito, Kyoko Mitobe, Yuko Inoue, Ryo Momoeda, Mikio |
author_facet | Ito, Kyoko Mitobe, Yuko Inoue, Ryo Momoeda, Mikio |
author_sort | Ito, Kyoko |
collection | PubMed |
description | BACKGROUND: The purpose of this study was to establish an estimating equation to predict the 5-level EQ-5D version (EQ-5D-5L) utility score in patients taking iron preparations for heavy menstrual bleeding (HMB) or anemia and to evaluate whether the presence of nausea or vomiting was a significant predictor of EQ-5D-5L-based quality of life. METHODS: A cross-sectional survey was conducted to collect EQ-5D-5L utility scores and other patient reported outcomes from 385 patients taking iron preparations for HMB or anemia who were selected from the disease patient panel. Using the utility scores as objective variables, explanatory variable candidates were selected considering correlations, multicollinearity, and clinical validity. Predicting models were constructed using regression-based models (linear model, generalized linear model (GLM), Tobit model). Stepwise regression method was applied for selecting statistically significant (p < 0.05) predictors. Goodness-of-fit of models were assessed by mean absolute error and mean squared error (MSE). RESULTS: The EQ-5D-5L utility scores (mean ± standard deviation) of 96 patients with nausea/vomiting and 289 patients without nausea/vomiting were 0.67 ± 0.16 and 0.84 ± 0.14, respectively (p < 0.001). The presence of nausea/vomiting was shown to be the most significant factor reducing the utility score in the statistical models using the explanatory variable candidates selected in the study. As the results of the goodness-of-fit test, GLM with the smallest MSE was selected to establish the estimating equation. CONCLUSION: The estimating equation to predict the EQ-5D-5L utility scores in patients taking iron preparations for HMB or anemia was established. The presence of nausea/vomiting was found to be a factor significantly reducing utility scores, with a decrement of the value estimated to be -0.117. TRIAL REGISTRATION: UMIN000045700 (http://www.umin.ac.jp/ctr/). Registered on October 11, 2021. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12905-023-02652-1. |
format | Online Article Text |
id | pubmed-10512526 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-105125262023-09-22 Impact of nausea/vomiting on EQ-5D-5L utility scores in patients taking iron preparations for heavy menstrual bleeding or anemia Ito, Kyoko Mitobe, Yuko Inoue, Ryo Momoeda, Mikio BMC Womens Health Research BACKGROUND: The purpose of this study was to establish an estimating equation to predict the 5-level EQ-5D version (EQ-5D-5L) utility score in patients taking iron preparations for heavy menstrual bleeding (HMB) or anemia and to evaluate whether the presence of nausea or vomiting was a significant predictor of EQ-5D-5L-based quality of life. METHODS: A cross-sectional survey was conducted to collect EQ-5D-5L utility scores and other patient reported outcomes from 385 patients taking iron preparations for HMB or anemia who were selected from the disease patient panel. Using the utility scores as objective variables, explanatory variable candidates were selected considering correlations, multicollinearity, and clinical validity. Predicting models were constructed using regression-based models (linear model, generalized linear model (GLM), Tobit model). Stepwise regression method was applied for selecting statistically significant (p < 0.05) predictors. Goodness-of-fit of models were assessed by mean absolute error and mean squared error (MSE). RESULTS: The EQ-5D-5L utility scores (mean ± standard deviation) of 96 patients with nausea/vomiting and 289 patients without nausea/vomiting were 0.67 ± 0.16 and 0.84 ± 0.14, respectively (p < 0.001). The presence of nausea/vomiting was shown to be the most significant factor reducing the utility score in the statistical models using the explanatory variable candidates selected in the study. As the results of the goodness-of-fit test, GLM with the smallest MSE was selected to establish the estimating equation. CONCLUSION: The estimating equation to predict the EQ-5D-5L utility scores in patients taking iron preparations for HMB or anemia was established. The presence of nausea/vomiting was found to be a factor significantly reducing utility scores, with a decrement of the value estimated to be -0.117. TRIAL REGISTRATION: UMIN000045700 (http://www.umin.ac.jp/ctr/). Registered on October 11, 2021. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12905-023-02652-1. BioMed Central 2023-09-21 /pmc/articles/PMC10512526/ /pubmed/37735374 http://dx.doi.org/10.1186/s12905-023-02652-1 Text en © The Author(s) 2023, corrected publication 2023 https://creativecommons.org/licenses/by/4.0/Open Access This 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 Ito, Kyoko Mitobe, Yuko Inoue, Ryo Momoeda, Mikio Impact of nausea/vomiting on EQ-5D-5L utility scores in patients taking iron preparations for heavy menstrual bleeding or anemia |
title | Impact of nausea/vomiting on EQ-5D-5L utility scores in patients taking iron preparations for heavy menstrual bleeding or anemia |
title_full | Impact of nausea/vomiting on EQ-5D-5L utility scores in patients taking iron preparations for heavy menstrual bleeding or anemia |
title_fullStr | Impact of nausea/vomiting on EQ-5D-5L utility scores in patients taking iron preparations for heavy menstrual bleeding or anemia |
title_full_unstemmed | Impact of nausea/vomiting on EQ-5D-5L utility scores in patients taking iron preparations for heavy menstrual bleeding or anemia |
title_short | Impact of nausea/vomiting on EQ-5D-5L utility scores in patients taking iron preparations for heavy menstrual bleeding or anemia |
title_sort | impact of nausea/vomiting on eq-5d-5l utility scores in patients taking iron preparations for heavy menstrual bleeding or anemia |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10512526/ https://www.ncbi.nlm.nih.gov/pubmed/37735374 http://dx.doi.org/10.1186/s12905-023-02652-1 |
work_keys_str_mv | AT itokyoko impactofnauseavomitingoneq5d5lutilityscoresinpatientstakingironpreparationsforheavymenstrualbleedingoranemia AT mitobeyuko impactofnauseavomitingoneq5d5lutilityscoresinpatientstakingironpreparationsforheavymenstrualbleedingoranemia AT inoueryo impactofnauseavomitingoneq5d5lutilityscoresinpatientstakingironpreparationsforheavymenstrualbleedingoranemia AT momoedamikio impactofnauseavomitingoneq5d5lutilityscoresinpatientstakingironpreparationsforheavymenstrualbleedingoranemia |