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On the Predictive Effect of Multidimensional Importance-Weighted Quality of Life Scores on Overall Subjective Well-Being

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  • Chia-Huei Wu
  • Cheng-Ta Yang
  • Li-Na Huang

Abstract

This study aimed to examine the effectiveness of importance weighting in predicting outcome variables in a hierarchical and multidimensional measurement context. A total of 146 undergraduate students (female = 76; mean age = 20.25) from two universities in Taiwan and China participated in this study. They evaluated their quality of life on 22 facets from the WHOQOL-BREF scale, which covers four domains (i.e., physical health, psychological health, social relationships, and environmental health). They were also asked to rate the importance of these 22 facets and items for three general subjective well-being indices, including overall quality of life, general health, and life satisfaction. A multiplicative formula was used to create importance-weighted scores for each facet, and four domain scores were obtained by averaging facet scores under specific domains. Results of regression analysis revealed that after applying the weighting procedure, the four domain scores did not account for more variances in the three indices for overall subjective well-being, and predictive effects of the four domain scores became less differential. Our findings suggest that importance weighting did not have its expected benefits but instead may negatively impact the predictive effects. Copyright Springer Science+Business Media Dordrecht 2014

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  • Chia-Huei Wu & Cheng-Ta Yang & Li-Na Huang, 2014. "On the Predictive Effect of Multidimensional Importance-Weighted Quality of Life Scores on Overall Subjective Well-Being," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 115(3), pages 933-943, February.
    • Handle: RePEc:spr:soinre:v:115:y:2014:i:3:p:933-943
    DOI: 10.1007/s11205-013-0242-x
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    1. Chang-ming Hsieh, 2012. "Should We Give Up Domain Importance Weighting in QoL Measures?," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 108(1), pages 99-109, August.
    2. Shulamith Kreitler & Michal Kreitler, 2006. "Multidimensional Quality of Life: A New Measure of Quality of Life in Adults," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 76(1), pages 5-33, March.
    3. Chia-Huei Wu & Grace Yao, 2007. "Examining the relationship between global and domain measures of quality of life by three factor structure models," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 84(2), pages 189-202, November.
    4. Chia-Huei Wu & Ying-Mei Tsai & Lung Chen, 2009. "How do Positive Views Maintain Life Satisfaction?," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 91(2), pages 269-281, April.
    5. Grace Yao & Chia-huei Wu, 2009. "Similarities and Differences Among the Taiwan, China, and Hong-Kong Versions of the WHOQOL Questionnaire," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 91(1), pages 79-98, March.
    6. The Whoqol Group, 1998. "The World Health Organization quality of life assessment (WHOQOL): Development and general psychometric properties," Social Science & Medicine, Elsevier, vol. 46(12), pages 1569-1585, June.
    7. Lara Russell & Anita Hubley & Anita Palepu & Bruno Zumbo, 2006. "Does Weighting Capture What’s Important? Revisiting Subjective Importance Weighting with a Quality of Life Measure," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 75(1), pages 141-167, January.
    8. R. Wiggins & G. Netuveli & M. Hyde & P. Higgs & D. Blane, 2008. "The Evaluation of a Self-enumerated Scale of Quality of Life (CASP-19) in the Context of Research on Ageing: A Combination of Exploratory and Confirmatory Approaches," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 89(1), pages 61-77, October.
    9. Chang-ming Hsieh, 2004. "To Weight or not to Weight: The Role of Domain Importance in Quality of Life Measurement," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 68(2), pages 163-174, September.
    10. Sonja Lyubomirsky & Chris Tkach & M. DiMatteo, 2006. "What are the Differences between Happiness and Self-Esteem," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 78(3), pages 363-404, September.
    11. Chia-Huei Wu & Grace Yao, 2006. "Do We Need to Weight Item Satisfaction by Item Importance? A Perspective from Locke’s Range-Of-Affect Hypothesis," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 79(3), pages 485-502, December.
    12. Chia-huei Wu & Grace Yao, 2007. "Importance has been Considered in Satisfaction Evaluation: an Experimental Examination of Locke’s Range-of-affect Hypothesis," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 81(3), pages 521-541, May.
    13. Chia-Huei Wu, 2008. "Can We Weight Satisfaction Score with Importance Ranks Across Life Domains?," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 86(3), pages 469-480, May.
    14. Chia-Huei Wu & Grace Yao, 2006. "Do We Need to Weight Satisfaction Scores with Importance Ratings in Measuring Quality of Life?," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 78(2), pages 305-326, September.
    15. Chang-ming Hsieh, 2003. "Counting Importance: The Case of Life Satisfaction and Relative Domain Importance," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 61(2), pages 227-240, February.
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