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Individual Importance Weighting of Domain Satisfaction Ratings does Not Increase Validity

Bottom-up models of life satisfaction are based on the assumption that individuals judge the overall quality of their lives by aggregating information across various life domains, such as health, family, and income. This aggregation supposedly involves a weighting procedure because individuals care...

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Autores principales: Rohrer, Julia M., Schmukle, Stefan C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5892437/
https://www.ncbi.nlm.nih.gov/pubmed/29652406
http://dx.doi.org/10.1525/collabra.116
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author Rohrer, Julia M.
Schmukle, Stefan C.
author_facet Rohrer, Julia M.
Schmukle, Stefan C.
author_sort Rohrer, Julia M.
collection PubMed
description Bottom-up models of life satisfaction are based on the assumption that individuals judge the overall quality of their lives by aggregating information across various life domains, such as health, family, and income. This aggregation supposedly involves a weighting procedure because individuals care about different parts of their lives to varying degrees. Thus, composite measures of well-being should be more accurate if domain satisfaction scores are weighted by the importance that respondents assign to the respective domains. Previous studies have arrived at mixed conclusions about whether such a procedure actually works. In the present study, importance weighting was investigated in the Panel Study of Income Dynamics (PSID; N = 5,049). Both weighted composite scores and moderated regression analyses converged in producing the conclusion that individual importance weights did not result in higher correlations with the outcome variable, a global measure of life satisfaction. By contrast, using weights that vary normatively across domains (e.g., assigning a larger weight to family satisfaction than to housing satisfaction for all respondents) significantly increased the correlation with global life satisfaction (although incremental validity was rather humble). These results converge with findings from other fields such as self-concept research, where evidence for individual importance weighting seems elusive as best.
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spelling pubmed-58924372018-04-10 Individual Importance Weighting of Domain Satisfaction Ratings does Not Increase Validity Rohrer, Julia M. Schmukle, Stefan C. Collabra Psychol Article Bottom-up models of life satisfaction are based on the assumption that individuals judge the overall quality of their lives by aggregating information across various life domains, such as health, family, and income. This aggregation supposedly involves a weighting procedure because individuals care about different parts of their lives to varying degrees. Thus, composite measures of well-being should be more accurate if domain satisfaction scores are weighted by the importance that respondents assign to the respective domains. Previous studies have arrived at mixed conclusions about whether such a procedure actually works. In the present study, importance weighting was investigated in the Panel Study of Income Dynamics (PSID; N = 5,049). Both weighted composite scores and moderated regression analyses converged in producing the conclusion that individual importance weights did not result in higher correlations with the outcome variable, a global measure of life satisfaction. By contrast, using weights that vary normatively across domains (e.g., assigning a larger weight to family satisfaction than to housing satisfaction for all respondents) significantly increased the correlation with global life satisfaction (although incremental validity was rather humble). These results converge with findings from other fields such as self-concept research, where evidence for individual importance weighting seems elusive as best. 2018-02-26 2018 /pmc/articles/PMC5892437/ /pubmed/29652406 http://dx.doi.org/10.1525/collabra.116 Text en This is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 International License (CC-BY 4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. See http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Rohrer, Julia M.
Schmukle, Stefan C.
Individual Importance Weighting of Domain Satisfaction Ratings does Not Increase Validity
title Individual Importance Weighting of Domain Satisfaction Ratings does Not Increase Validity
title_full Individual Importance Weighting of Domain Satisfaction Ratings does Not Increase Validity
title_fullStr Individual Importance Weighting of Domain Satisfaction Ratings does Not Increase Validity
title_full_unstemmed Individual Importance Weighting of Domain Satisfaction Ratings does Not Increase Validity
title_short Individual Importance Weighting of Domain Satisfaction Ratings does Not Increase Validity
title_sort individual importance weighting of domain satisfaction ratings does not increase validity
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5892437/
https://www.ncbi.nlm.nih.gov/pubmed/29652406
http://dx.doi.org/10.1525/collabra.116
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