Mapping MacNew Heart Disease Quality of Life Questionnaire onto country-specific EQ-5D-5L utility scores: a comparison of traditional regression models with a machine learning technique.

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Abstract

This study aims to derive country-specific EQ-5D-5L health status utility (HSU) from the MacNew Heart Disease Health-related Quality of Life questionnaire (MacNew) using both traditional regression analyses, as well as a machine learning technique.

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Author and article information

Journal

Journal ID (iso-abbrev): Eur J Health Econ

Title: The European journal of health economics : HEPAC : health economics in prevention and care

Publisher: Springer Science and Business Media LLC

ISSN (Electronic): 1618-7601

ISSN (Print): 1618-7598

Publication date (Electronic): Mar 2021

Volume: 22

Issue: 2

Affiliations

[1 ] Deakin Health Economics, Institute for Health Transformation, Deakin University, Geelong, VIC, Australia. lan.gao@deakin.edu.au.

[2 ] School of Information Technology, Deakin University, Geelong, VIC, Australia.

[3 ] Deakin Health Economics, Institute for Health Transformation, Deakin University, Geelong, VIC, Australia.

[4 ] Centre for Health Economics, Monash University, Caulfield East, VIC, Australia.

Article

Publisher Item ID: 10.1007/s10198-020-01259-9

DOI: 10.1007/s10198-020-01259-9

PubMed ID: 33438134

SO-VID: b590cb88-4ce1-4c1b-9acb-04b42e566cd7

History

Keywords: Econometric,MacNew,Economic evaluation,EQ-5D-5L,Machine learning

Data availability:

Keywords: Econometric, MacNew, Economic evaluation, EQ-5D-5L, Machine learning

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