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Mapping the Minnesota Living with Heart Failure Questionnaire (MLHFQ) to SF-6Dv2 in Chinese patients with heart failure
PURPOSE: Mapping the Minnesota Living with Heart Failure Questionnaire (MLHFQ) to SF-6Dv2 in Chinese patients with chronic heart failure, and to obtain the health utility value for health economic assessment. METHODS: Four statistical algorithms, including ordinary least square method (OLS), Tobit m...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9208129/ https://www.ncbi.nlm.nih.gov/pubmed/35725609 http://dx.doi.org/10.1186/s12955-022-02004-x |
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author | Cong, Jianni Zhu, Yanbo Du, Jinhang Lin, Lin He, Yuan Zhang, Qian Chye, Tan Ooh Lv, Xiaoying Liu, Wenqiong Wu, Xinrui Ma, Fanghui Zhao, Xinyuan Li, Yuqiong Long, Liqun |
author_facet | Cong, Jianni Zhu, Yanbo Du, Jinhang Lin, Lin He, Yuan Zhang, Qian Chye, Tan Ooh Lv, Xiaoying Liu, Wenqiong Wu, Xinrui Ma, Fanghui Zhao, Xinyuan Li, Yuqiong Long, Liqun |
author_sort | Cong, Jianni |
collection | PubMed |
description | PURPOSE: Mapping the Minnesota Living with Heart Failure Questionnaire (MLHFQ) to SF-6Dv2 in Chinese patients with chronic heart failure, and to obtain the health utility value for health economic assessment. METHODS: Four statistical algorithms, including ordinary least square method (OLS), Tobit model, robust MM estimator (MM) and censored least absolute deviations (CLAD), were used to establish the alternative model. Models were validated by using a tenfold cross-validation technique. The mean absolute error (MAE) and root mean square error (RMSE) were used to evaluate the prediction performance of the model. The Spearman correlation coefficient and Intraclass Correlation Coefficients (ICC) were used to examine the relationship between the predicted and observed SF-6Dv2 values. RESULTS: A total of 195 patients with chronic heart failure were recruited from 3 general hospitals in Beijing. The MLHFQ summary score and domain scores of the study sample were negatively correlated with SF-6Dv2 health utility value. The OLS regression model established based on the MLHFQ domain scores was the optimal fitting model and the predicted value was highly positively correlated with the observed value. CONCLUSION: The MLHFQ can be mapped to SF-6Dv2 by OLS, which can be used for health economic assessment of cardiovascular diseases such as chronic heart failure. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12955-022-02004-x. |
format | Online Article Text |
id | pubmed-9208129 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-92081292022-06-21 Mapping the Minnesota Living with Heart Failure Questionnaire (MLHFQ) to SF-6Dv2 in Chinese patients with heart failure Cong, Jianni Zhu, Yanbo Du, Jinhang Lin, Lin He, Yuan Zhang, Qian Chye, Tan Ooh Lv, Xiaoying Liu, Wenqiong Wu, Xinrui Ma, Fanghui Zhao, Xinyuan Li, Yuqiong Long, Liqun Health Qual Life Outcomes Research PURPOSE: Mapping the Minnesota Living with Heart Failure Questionnaire (MLHFQ) to SF-6Dv2 in Chinese patients with chronic heart failure, and to obtain the health utility value for health economic assessment. METHODS: Four statistical algorithms, including ordinary least square method (OLS), Tobit model, robust MM estimator (MM) and censored least absolute deviations (CLAD), were used to establish the alternative model. Models were validated by using a tenfold cross-validation technique. The mean absolute error (MAE) and root mean square error (RMSE) were used to evaluate the prediction performance of the model. The Spearman correlation coefficient and Intraclass Correlation Coefficients (ICC) were used to examine the relationship between the predicted and observed SF-6Dv2 values. RESULTS: A total of 195 patients with chronic heart failure were recruited from 3 general hospitals in Beijing. The MLHFQ summary score and domain scores of the study sample were negatively correlated with SF-6Dv2 health utility value. The OLS regression model established based on the MLHFQ domain scores was the optimal fitting model and the predicted value was highly positively correlated with the observed value. CONCLUSION: The MLHFQ can be mapped to SF-6Dv2 by OLS, which can be used for health economic assessment of cardiovascular diseases such as chronic heart failure. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12955-022-02004-x. BioMed Central 2022-06-20 /pmc/articles/PMC9208129/ /pubmed/35725609 http://dx.doi.org/10.1186/s12955-022-02004-x Text en © The Author(s) 2022 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 Cong, Jianni Zhu, Yanbo Du, Jinhang Lin, Lin He, Yuan Zhang, Qian Chye, Tan Ooh Lv, Xiaoying Liu, Wenqiong Wu, Xinrui Ma, Fanghui Zhao, Xinyuan Li, Yuqiong Long, Liqun Mapping the Minnesota Living with Heart Failure Questionnaire (MLHFQ) to SF-6Dv2 in Chinese patients with heart failure |
title | Mapping the Minnesota Living with Heart Failure Questionnaire (MLHFQ) to SF-6Dv2 in Chinese patients with heart failure |
title_full | Mapping the Minnesota Living with Heart Failure Questionnaire (MLHFQ) to SF-6Dv2 in Chinese patients with heart failure |
title_fullStr | Mapping the Minnesota Living with Heart Failure Questionnaire (MLHFQ) to SF-6Dv2 in Chinese patients with heart failure |
title_full_unstemmed | Mapping the Minnesota Living with Heart Failure Questionnaire (MLHFQ) to SF-6Dv2 in Chinese patients with heart failure |
title_short | Mapping the Minnesota Living with Heart Failure Questionnaire (MLHFQ) to SF-6Dv2 in Chinese patients with heart failure |
title_sort | mapping the minnesota living with heart failure questionnaire (mlhfq) to sf-6dv2 in chinese patients with heart failure |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9208129/ https://www.ncbi.nlm.nih.gov/pubmed/35725609 http://dx.doi.org/10.1186/s12955-022-02004-x |
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