Table 3.
M1: Higher-order model | M2: Two-factor model | Model fit thresholds (Hu & Bentler, 1999; Schermelleh-Engel et al., 2003) |
||
---|---|---|---|---|
UFS-S N = 248 |
χ2/df | 2.746 | 3.064 | 2–3 good, 3–5 permissible |
CFI | 0.893 | 0.872 | > 0.95 good, > 0.90 permissible | |
TLI | 0.883 | 0.861 | > 0.95 good, > 0.90 permissible | |
RMSEA | 0.084 | 0.091 | < 0.05 good, < 0.05-0.10 permissible | |
SRMR | 0.049 | 0.050 | < 0.05 good, < 0.05-0.10 permissible | |
AIC | 14711.378 | 14825.334*** | comparative index | |
BIC | 15024.073 | 15123.976*** | comparative index | |
UFS-P N = 243 |
χ2/df | 3.087 | 3.746 | 2–3 good, 3–5 permissible |
CFI | 0.849 | 0.798 | > 0.95 good, > 0.90 permissible | |
TLI | 0.828 | 0.774 | > 0.95 good, > 0.90 permissible | |
RMSEA | 0.093 | 0.106 | < 0.05 good, < 0.05-0.10 permissible | |
SRMR | 0.063 | 0.072 | < 0.05 good, < 0.05-0.10 permissible | |
AIC | 12159.421 | 12286.566*** | comparative index | |
BIC | 12393.457 | 12510.122*** | comparative index |
Notes UFS-S = UPSIDES fidelity scale service user version, UFS-P = UPSIDES fidelity scale peer support worker version, M1 = model with two factors, factor implementation as factor of higher order, divided into sub-categories. Sub-categories in UFS-S: receipt, engagement, enactment, competence. Sub-categories in UFS-P: receipt, competence, communication. M2 = model with two factors (implementation and active ingredients), no sub-categories. χ2 = Chi-square index, df = Degrees of freedom, CFI = Comparative fit index, TLI = Tucker-Lewis index, RMSEA = Root mean square error of approximation, SRMR = Standardised root mean square residual. AIC = Aikaike information criterion, BIC = Bayesian information criterion. *** Comparison of AIC and BIC Model 1 vs. Model 2: χ2 difference test p < .001