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Issues in Evaluating Importance Weighting in Quality of Life Measures

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  • Chang-ming Hsieh

Abstract

For most empirical research investigating the topic of importance weighting in quality of life (QoL) measures, the prevailing approach has been to use (1) a limited choice of global QoL measures as criterion variables (often a single one) to determine the performance of importance weighting, (2) a limited option of weighting methods to develop importance weighting, and (3) a limited number of domains to construct the (formative-indicator) measures. Although limitations resulted from a limited choice of global QoL measures as criterion variables to determine the performance of importance weighting and a limited option of weighting methods to develop importance weighting have been recognized previously, little attention has been paid to the impact of non-comprehensive domains in QoL measures constructed based on the formative-indicator approach. Using empirical data, this article revealed the potential impacts of non-comprehensive domains on the evaluation of importance weighting in QoL measures. Results presented in this article showed that both of the two most popular methods of evaluating the performance of importance weighting in QoL measures, correlation and moderated regression analysis, could produce misleading results in the situation when QoL measures constructed using the formative-indicator approach did not include comprehensive domains. Issues discussed in this article are of great importance to research in the field of QoL, especially on the topic of importance weighting in QoL measures. Copyright Springer Science+Business Media B.V. 2013

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  • 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.
    • Handle: RePEc:spr:soinre:v:110:y:2013:i:2:p:681-693
    DOI: 10.1007/s11205-011-9951-1
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    5. 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.
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    8. Chia-Huei Wu & Lung Chen & Ying-Mei Tsai, 2009. "Investigating Importance Weighting of Satisfaction Scores from a Formative Model with Partial Least Squares Analysis," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 90(3), pages 351-363, February.
    9. 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.
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    12. 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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    1. Akinori Kitsuki & Shunsuke Managi, 2023. "Importance Weighting in Subjective Well-Being Measures: Using Marginal Utilities as Weights for Domain Satisfaction," Journal of Happiness Studies, Springer, vol. 24(3), pages 1101-1120, March.
    2. Chang-ming Hsieh, 2019. "Importance of Health and Relative Importance of Satisfaction with One’s Own Health: A Case of Frail Immigrant Older Adults," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 143(1), pages 81-93, May.
    3. Chang-ming Hsieh & Qiguang Li, 2022. "Importance Weighting in the Domain-of-Life Approach to Subjective Well-Being: the Consideration of Age," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 17(2), pages 525-540, April.
    4. Chang-ming Hsieh, 2022. "Are all Life Domains Created Equal? Domain Importance Weighting in Subjective Well-Being Research," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 17(3), pages 1909-1925, June.
    5. Chang-ming Hsieh, 2018. "Importance Weighting in Client Satisfaction Measures: Lessons from the Life Satisfaction Literature," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 138(1), pages 45-60, July.
    6. 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.
    7. Jorge Guardiola & Andrés Picazo-Tadeo, 2014. "Building Weighted-Domain Composite Indices of Life Satisfaction with Data Envelopment Analysis," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 117(1), pages 257-274, May.
    8. 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.
    9. M. Joseph Sirgy & Min Young Kim & Mohsen Joshanloo & Dong-Jin Lee & Michael Bosnjak, 2020. "The Relationship Between Domain Satisfaction and Domain Importance: The Moderating Role of Depression," Journal of Happiness Studies, Springer, vol. 21(6), pages 2007-2030, August.
    10. Chang-ming Hsieh, 2017. "Health, Quality of Homecare Services and Quality of Life: A Case of Frail Older Immigrant Adults," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 134(2), pages 711-723, November.
    11. Chang-ming Hsieh, 2016. "Domain Importance in Subjective Well-Being Measures," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 127(2), pages 777-792, June.

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