Rw. Motl et al., Factorial validity and invariance of questionnaires measuring social-cognitive determinants of physical activity among adolescent girls, PREV MED, 31(5), 2000, pp. 584-594
Background. There are few theoretically derived questionnaires of physical
activity determinants among youth, and the existing questionnaires have not
been subjected to tests of factorial validity and invariance, The present
study employed confirmatory factor analysis (CFA) to test the factorial val
idity and invariance of questionnaires designed to be unidimensional measur
es of attitudes, subjective norms, perceived behavioral control, and self-e
fficacy about physical activity.
Methods. Adolescent girls in eighth grade from two cohorts (N = 955 and 1,7
97) completed the questionnaires at baseline; participants from cohort 1 (N
= 845) also completed the questionnaires in ninth grade (i.e., 1-year foll
ow-up). Factorial validity and invariance were tested using CFA with full-i
nformation maximum likelihood estimation in AMOS 4.0, Initially, baseline d
ata from cohort 1 were employed to test the fit and, when necessary, to mod
ify the unidimensional models. The models were cross-validated using a mult
igroup analysis of factorial invariance on baseline data from cohorts 1 and
2, The models then were subjected to a longitudinal analysis of factorial
invariance using baseline and follow-up data from cohort i,
Results, The CFAs supported the fit of unidimensional models to the four qu
estionnaires, and the models were cross-validated, as indicated by evidence
of multigroup factorial invariance, The models also possessed evidence of
longitudinal factorial invariance.
Conclusions. Evidence was provided for the factorial validity and the invar
iance of the questionnaires designed to be unidimensional measures of attit
udes, subjective norms, perceived behavioral control, and self-efficacy abo
ut physical activity among adolescent girls, (C) 2000 American Health Found
ation and academic Press.