Table 1.
CFA of multidimensional measurement structures for the MSLSS
Model | WLSMV χ2 | df | CFI | RMSEA | SRMR | Residual correlations
|
|
---|---|---|---|---|---|---|---|
Range | % >|0.1| | ||||||
Second-order factor model | 17,500.98 | 195a 735b |
0.713 | 0.118 | 0.077 | −0.24 to 0.32 | 17.3% |
Correlated five-factor model | 17,336.59 | 215a 730b |
0.716 | 0.112 | 0.070 | −0.23 to 0.35 | 13.7% |
Correlated five-factor model with methods factor | 14,752.07 | 239a 720b |
0.759 | 0.098 | 0.060 | −0.19 to 0.25 | 8.6% |
Correlated five-factor model excluding negatively worded items | 8,977.99 | 167a 395b |
0.813 | 0.091 | 0.049 | −0.15 to 0.20 | 4.1% |
Notes: analyses using EM imputations for those with one missing MSLSS value (N = 6,325) and mean and variance adjusted weighted least squares estimation (WLSMV). Similar findings were obtained when using MI (N = 7,325)
RMSEA = root mean square error of approximation, SRMR = standardized root mean square residual, CFI = comparative fit index
df based on WLSMV estimation
df based on number of free parameters