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The Effect of Psychological Distress on Measurement Invariance in Measures of Mental Wellbeing

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  • Matthew Iasiello

    (Mental Health and Wellbeing Program, Lifelong Health Theme, South Australian Health and Medical Research Institute, Adelaide 5000, Australia
    College of Nursing and Health Science, Flinders University, Adelaide 5042, Australia)

  • Eimear Muir-Cochrane

    (College of Nursing and Health Science, Flinders University, Adelaide 5042, Australia)

  • Joep van Agteren

    (Mental Health and Wellbeing Program, Lifelong Health Theme, South Australian Health and Medical Research Institute, Adelaide 5000, Australia
    College of Education, Psychology, and Social Work, Flinders University, Adelaide 5042, Australia)

  • Daniel B. Fassnacht

    (College of Education, Psychology, and Social Work, Flinders University, Adelaide 5042, Australia)

Abstract

A growing literature supports the expansion of mental health assessment to include indicators of mental wellbeing; however, the concurrent use of measures of wellbeing and distress introduces potential sources of measurement error. The current study examines whether the mental health continuum short form is invariant to the level of participants’ psychological distress. Measurement invariance testing was conducted within an Australian population ( n = 8406) who participated in an online survey. The depression anxiety stress scale was used to construct a non-distressed group ( n = 6420) and a severe-distress group ( n = 1968). Results showed that metric invariance was not observed, as item loadings on the latent variables were significantly different between the groups. This signifies that wellbeing items may be interpreted and valued differently by distressed and non-distressed individuals. Metric non-invariance indicates that total and subscale scores may not be equivalent, and caution is required when making comparisons between these groups.

Suggested Citation

  • Matthew Iasiello & Eimear Muir-Cochrane & Joep van Agteren & Daniel B. Fassnacht, 2022. "The Effect of Psychological Distress on Measurement Invariance in Measures of Mental Wellbeing," IJERPH, MDPI, vol. 19(16), pages 1-12, August.
    • Handle: RePEc:gam:jijerp:v:19:y:2022:i:16:p:10072-:d:888495
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    References listed on IDEAS

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    1. Peter Greenspoon & Donald Saklofske, 2001. "Toward an Integration of Subjective Well-Being and Psychopathology," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 54(1), pages 81-108, April.
    2. Raymond Massé & Carole Poulin & Clément Dassa & Jean Lambert & Sylvie Bélair & Alex Battaglini, 1998. "The Structure of Mental Health: Higher-Order Confirmatory Factor Analyses of Psychological Distress and Well-Being Measures," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 45(1), pages 475-504, November.
    3. Steenkamp, Jan-Benedict E M & Baumgartner, Hans, 1998. "Assessing Measurement Invariance in Cross-National Consumer Research," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 25(1), pages 78-90, June.
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