From: KWReq—a new instrument for measuring knowledge work requirements of higher education graduates
Variable | Short label | EFA factor loading | CFA factor loading (stand.) | ||||||
---|---|---|---|---|---|---|---|---|---|
F1 | F2 | F3 | F4 | F1 | F2 | F3a | F4 | ||
cv1 | Monitoring much information | 0.96* | 0.05 | 0.02 | − 0.01 | 0.82 | |||
cv2 | Multitasking | 0.28* | 0.07 | 0.28* | 0.26* | 0.75 | |||
cv3 | Analysing much information | 0.61* | − 0.13 | 0.06 | 0.21 | 0.81 | |||
Alpha subdimension “variety” = 0.84 | |||||||||
cde1 | Depending on others’ work | 0.11 | 0.72* | 0.01 | 0.06 | ||||
cde2 | Schedule depending on others | 0.03 | 0.68* | − 0.04 | − 0.14* | ||||
cde3 | Depending on others’ results | − 0.07* | 0.84* | 0.02 | 0.04 | ||||
Alpha subdimension “dependency” = 0.78 | |||||||||
cdy3 | Unforeseen situations | − 0.08* | 0.02 | 0.81* | 0.14* | 0.76 | |||
cdy4 | Spontaneous reactions | 0.08* | − 0.02 | 0.93* | − 0.11* | 0.77 | |||
cdy5 | Problems without answers | 0.05 | 0.05 | 0.51* | 0.28* | 0.80 | |||
Alpha subdimension “dynamics-reactive” = 0.85 | |||||||||
cdy6 | Anticipating problems | 0.17 | 0.03 | 0.08 | 0.59* | 0.77 | |||
cdy7 | New, unfamiliar tasks | 0.24 | − 0.07 | − 0.06 | 0.49* | 0.58 | |||
cdy8 | Decisions under uncertainty | 0.01 | 0.09 | 0.10 | 0.62* | 0.68 | |||
Alpha subdimension “dynamics-proactive” = 0.67 | |||||||||
Factor correlation | |||||||||
F1 | 1.00 | 1.00 | |||||||
F2 | 0.14 | 1.00 | – | – | |||||
F3 | 0.56 | 0.18 | 1.00 | 0.81 | – | 1.00 | |||
F4 | 0.63 | 0.14 | 0.53 | 1.00 | 0.90 | – | 0.76 | 1.00 | |
Model fit, N | \(\chi^{2} (24)\) = 69.672 (p = 0.000); RMSEA = 0.068 (90% CI: (0.050, 0.087)); CFI = 0.975; TLI = 0.931; N = 411 | \(\chi^{2} (24)\) = 62.697 (p = 0.000); RMSEA = 0.065 (90% CI: (0.046, 0.084)); CFI = 0.973; TLI = 0.957; N = 411 |