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A Multicriteria Approach for Measuring Employee Well-Being
This paper proposes that employee well-being includes four dimensions: job satisfaction, life satisfaction, positive affect, and negative affect. Each dimension is interdependent and correlated. Therefore, the measurement of employee well-being is complicated and fuzzy. This study aims to treat the...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9197189/ https://www.ncbi.nlm.nih.gov/pubmed/35712150 http://dx.doi.org/10.3389/fpsyg.2022.795960 |
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author | Dong, Junjie Yan, Shumin |
author_facet | Dong, Junjie Yan, Shumin |
author_sort | Dong, Junjie |
collection | PubMed |
description | This paper proposes that employee well-being includes four dimensions: job satisfaction, life satisfaction, positive affect, and negative affect. Each dimension is interdependent and correlated. Therefore, the measurement of employee well-being is complicated and fuzzy. This study aims to treat the measurement of employee well-being as a fuzzy problem, construct a measurement model from the perspective of multi-criteria decision making, and establish the preference relationship between indicators through fuzzy measure and Choquet integral. Applying multiple linear regression analysis and the heuristic least mean squares method, the main findings are as follows: (1) It is inappropriate to use job satisfaction as a substitute for measuring employee well-being, as the weight of job satisfaction is the lowest among the four dimensions. (2) Employee well-being is also largely reflected in their overall satisfaction with life because life satisfaction is the most heavily weighted. (3) Employee well-being needs to consider the emotion-related indicators and satisfaction-related indicators comprehensively because fuzzy analysis proves that their relationship is redundant. Finally, the practical implications of these findings and future research directions are discussed. |
format | Online Article Text |
id | pubmed-9197189 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-91971892022-06-15 A Multicriteria Approach for Measuring Employee Well-Being Dong, Junjie Yan, Shumin Front Psychol Psychology This paper proposes that employee well-being includes four dimensions: job satisfaction, life satisfaction, positive affect, and negative affect. Each dimension is interdependent and correlated. Therefore, the measurement of employee well-being is complicated and fuzzy. This study aims to treat the measurement of employee well-being as a fuzzy problem, construct a measurement model from the perspective of multi-criteria decision making, and establish the preference relationship between indicators through fuzzy measure and Choquet integral. Applying multiple linear regression analysis and the heuristic least mean squares method, the main findings are as follows: (1) It is inappropriate to use job satisfaction as a substitute for measuring employee well-being, as the weight of job satisfaction is the lowest among the four dimensions. (2) Employee well-being is also largely reflected in their overall satisfaction with life because life satisfaction is the most heavily weighted. (3) Employee well-being needs to consider the emotion-related indicators and satisfaction-related indicators comprehensively because fuzzy analysis proves that their relationship is redundant. Finally, the practical implications of these findings and future research directions are discussed. Frontiers Media S.A. 2022-05-27 /pmc/articles/PMC9197189/ /pubmed/35712150 http://dx.doi.org/10.3389/fpsyg.2022.795960 Text en Copyright © 2022 Dong and Yan. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Psychology Dong, Junjie Yan, Shumin A Multicriteria Approach for Measuring Employee Well-Being |
title | A Multicriteria Approach for Measuring Employee Well-Being |
title_full | A Multicriteria Approach for Measuring Employee Well-Being |
title_fullStr | A Multicriteria Approach for Measuring Employee Well-Being |
title_full_unstemmed | A Multicriteria Approach for Measuring Employee Well-Being |
title_short | A Multicriteria Approach for Measuring Employee Well-Being |
title_sort | multicriteria approach for measuring employee well-being |
topic | Psychology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9197189/ https://www.ncbi.nlm.nih.gov/pubmed/35712150 http://dx.doi.org/10.3389/fpsyg.2022.795960 |
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