The Short Mood and Feelings Questionnaire From Adolescence to Emerging Adulthood: Measurement Invariance Across Time and Sex

• Published in: Psychological assessment 2023-05, Vol.35 (5), p.405-418
• Main Authors: Schlechter, Pascal, Wilkinson, Paul O., Ford, Tamsin J., Neufeld, Sharon A. S.
• Format: Article
• Language: English
• Subjects: Adolescent; Adolescent Development; Adult; Affect; Child; Depression - diagnosis; Emerging Adulthood; Emotional States; Emotions; Female; Human; Humans; Longitudinal Studies; Major Depression; Male; Measurement; Measurement Invariance; Mental depression; Mental health; Middle Ages; Psychometrics; Questionnaires; Reproducibility of Results; Surveys and Questionnaires; Symptoms; Teenagers; Test Reliability; Test Validity; Young Adult
• ISSN: 1040-3590; 1939-134X
• DOI: 10.1037/pas0001222

Adolescence to emerging adulthood is a critical period for the onset of depressive symptoms. Understanding symptom change during this period is thus of great clinical relevance. This understanding is, however, based on the premise of the accurate measurement of depressive symptoms across time and sex, typically untested in applied research. The present study investigated longitudinal and sex measurement invariance (MI) of the Short Mood and Feelings Questionnaire (SMFQ), a widely used unidimensional 13-item measure of self-reported depressive symptoms. We employed 10 waves of the Avon Longitudinal Study of Parents and Children, a population-based study in South-West England (N = 7,364; ages 11-26). The SMFQ exhibited increasing consistency with age: Scalar longitudinal MI was not supported by all indices in models that included ages 11 and 13, but strict MI was established from ages 14-26. At each wave, at least partial strict MI across sex was established. Sum score models with equal weightings had acceptable fit, and good reliability which was equivalent to reliability using differential weightings. External validity for sum scores was also comparable to factor scores. Thus, sum scores seem an appropriate, practical choice in many settings. Overall, findings support the use of SMFQ in assessing change in depressive symptoms from adolescence into emerging adulthood, specifically ages 14-26. Some caution is necessary when comparing the construct at ages 11-13 with ages greater than 17, when measurement models were not fully invariant. This research informs epidemiological and clinical studies on the applicability of the SMFQ across time and sex. Public Significance Statement Understanding depressive symptom change from early adolescence into emerging adulthood is important for intervention purposes. By investigating measurement invariance over age and sex for the Short Mood and Feelings Questionnaire, a widely used measure of self-reported depressive symptoms, this research informs epidemiological and clinical research on the robustness and consistency of depressive estimates obtained using this measure.