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Latent State-Trait Modeling of Satisfaction with Life Scale: An Item-Level Analysis Using Dutch Panel Data

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  • Mohsen Joshanloo

    (Keimyung University)

Abstract

This study sought to examine the stability and change of the 5 items of the Satisfaction With Life Scale over several years. The multi-trait-multi-state model was used to separate the variance components attributable to stable influences, time-varying situational influences, and random measurement error. The study used two partially overlapping samples of Dutch adults surveyed annually over 8 and 5 years (N1 = 9,300, N2 = 6,770). Results show that between 54% and 63% of the variance in items is stable over time, whereas between 6% and 26% of the variance is due to occasion-specific influences (i.e., situational influences present at each measurement time and person-situation interactions). Between 15% and 36% of the variance is due to measurement error. All items show a similar degree of stability over time. However, the first 3 items (measuring current life satisfaction) show higher reliability, whereas the last 2 items (measuring past life satisfaction) are less reliable. The study has several implications for measuring life satisfaction in cross-sectional and longitudinal studies. For example, the results suggest that the first 3 items are more sensitive to and better reflect current situational factors than the last 2 items. In contrast, the last 2 items reflect more unsystematic and random influences that are more independent of current life situations. Thus, relying on the last 2 items may lead to an underestimation of the reactivity of life satisfaction judgments to current life situations.

Suggested Citation

  • Mohsen Joshanloo, 2022. "Latent State-Trait Modeling of Satisfaction with Life Scale: An Item-Level Analysis Using Dutch Panel Data," Journal of Happiness Studies, Springer, vol. 23(7), pages 3429-3440, October.
  • Handle: RePEc:spr:jhappi:v:23:y:2022:i:7:d:10.1007_s10902-022-00550-1
    DOI: 10.1007/s10902-022-00550-1
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    References listed on IDEAS

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    1. Ulrich Schimmack & Peter Krause & Gert Wagner & Jürgen Schupp, 2010. "Stability and Change of Well Being: An Experimentally Enhanced Latent State-Trait-Error Analysis," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 95(1), pages 19-31, January.
    2. Richard Lucas & M. Brent Donnellan, 2012. "Estimating the Reliability of Single-Item Life Satisfaction Measures: Results from Four National Panel Studies," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 105(3), pages 323-331, February.
    3. Lukasz Kaczmarek & Aleksandra Bujacz & Michael Eid, 2015. "Comparative Latent State–Trait Analysis of Satisfaction with Life Measures: The Steen Happiness Index and the Satisfaction with Life Scale," Journal of Happiness Studies, Springer, vol. 16(2), pages 443-453, April.
    4. Joar Vittersø & Robert Biswas-Diener & Ed Diener, 2005. "The Divergent Meanings of Life Satisfaction: Item Response Modeling of the Satisfaction with Life Scale in Greenland and Norway," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 74(2), pages 327-348, November.
    5. Michael Eid & Ed Diener, 2004. "Global Judgments of Subjective Well-Being: Situational Variability and Long-Term Stability," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 65(3), pages 245-277, February.
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    Cited by:

    1. Mohsen Joshanloo, 2023. "How Stable are Life Domain Evaluations over Time? A 20-Year Study," Journal of Happiness Studies, Springer, vol. 24(2), pages 791-812, February.

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