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A Comparison of Normalized and Non-Normalized Multiplicative Subjective Importance Weighting in Quality of Life Measurement

Author

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  • Chang-ming Hsieh

    (University of Illinois at Chicago)

  • Qiguang Li

    (Xi’an Jiaotong University City College)

  • Houchao Lyu

    (Southwest University)

Abstract

In quality of life (QOL) studies, importance weighting generally refers to the incorporation of perceived importance as a weighting factor into measures of QOL. Although there are issues with multiplicative scores (multiplying satisfaction and importance scores), the use of multiplicative scores as a method of non-normalized importance weighting remains common. In addition, researchers have suggested assessing importance weighting by inspecting life domains individually (i.e., within-domain perspective). Analyzing survey data from a sample of 328 Chinese adults, we (1) compared the non-normalized importance weighting method (multiplicative scores) and the normalized linear importance weighting method and showed that they not only represented different concepts but also produced different empirical results for importance weighting, (2) provided empirical evidence demonstrating the problems of assessing importance weighting from a within-domain perspective, and (3) presented the alternative variables to be included in regression analysis to assess normalized liner importance weighting.

Suggested Citation

  • Chang-ming Hsieh & Qiguang Li & Houchao Lyu, 2020. "A Comparison of Normalized and Non-Normalized Multiplicative Subjective Importance Weighting in Quality of Life Measurement," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 152(2), pages 637-651, November.
    • Handle: RePEc:spr:soinre:v:152:y:2020:i:2:d:10.1007_s11205-020-02457-x
    DOI: 10.1007/s11205-020-02457-x
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    1. Krueger, Alan B. & Schkade, David A., 2008. "The reliability of subjective well-being measures," Journal of Public Economics, Elsevier, vol. 92(8-9), pages 1833-1845, August.
    2. 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.
    3. Chang-ming Hsieh, 2013. "Issues in Evaluating Importance Weighting in Quality of Life Measures," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 110(2), pages 681-693, January.
    4. 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.
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    14. Chang-ming Hsieh, 2014. "Throwing the Baby Out with the Bathwater: Evaluation of Domain Importance Weighting in Quality of Life Measurements," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 119(1), pages 483-493, October.
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    Cited by:

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    2. Jianbo Jeff Luo, 2022. "Is Happiness Adaptation to Poverty Limited? The Role of Reference Income," Journal of Happiness Studies, Springer, vol. 23(6), pages 2491-2516, August.

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