CFA results of model estimates, convergent validity and model fit indices
| Model estimates | Convergent validity | Model fit indices | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Factor | Regression weights | SE | CR (t-value) | P | Standard regression weights | Squared multiple correction | CR | AVE | X² | df | X²/df | GFI | AGFI | RMSEA | |
| Competence and job security (CS) | a1 | 1 | 0.72 | 0.52 | |||||||||||
| a5 | 1.030 | 0.056 | 18.319 | *** | 0.81 | 0.65 | 0.821 | 0.605 | 0 | 0 | – | 1 | – | – | |
| a6 | 1.172 | 0.064 | 18.310 | *** | 0.80 | 0.64 | |||||||||
| Job environment and conditions (EC) | a12 | 1 | 0.71 | 0.50 | |||||||||||
| a14 | 1.184 | 0.066 | 17.996 | *** | 0.88 | 0.77 | 0.822 | 0.609 | 0 | 0 | – | 1 | – | – | |
| a15 | 0.854 | 0.047 | 17.985 | *** | 0.74 | 0.54 | |||||||||
| Rewards and benefits (RB) | a18 | 1 | 0.90 | 0.81 | |||||||||||
| a19 | 0.981 | 0.027 | 354.666 | *** | 0.89 | 0.80 | 0.925 | 0.804 | 0 | 0 | – | 1 | – | – | |
| a20 | 0.959 | 0.027 | 35.969 | *** | 0.90 | 0.81 | |||||||||
| Social influences (SI) | a22 | 1 | 0.63 | 0.40 | |||||||||||
| a23 | 1.78 | 0.103 | 17.333 | *** | 0.89 | 0.80 | 0.831 | 0.626 | 0 | 0 | – | 1 | – | – | |
| a24 | 1.726 | 0.098 | 17.696 | *** | 0.83 | 0.69 | |||||||||
| Vocational awareness | CS | 1 | 0.91 | 0.82 | |||||||||||
| EC | 0.78 | 0.054 | 14.501 | *** | 0.76 | 0.58 | 0.871 | 0.629 | 292.535 | 50 | 5.851 | 0.938 | 0.903 | 0.079 | |
| RB | 1.11 | 0.068 | 18.301 | *** | 0.77 | 0.60 | |||||||||
| SI | 0.73 | 0.055 | 13.196 | *** | 0.72 | 0.52 | |||||||||
| Confidence and self-efficacy (CSE) | b26 | 1 | 0.72 | 0.52 | |||||||||||
| b27 | 1.075 | 0.057 | 18.943 | *** | 0.81 | 0.65 | 0.822 | 0.537 | 6.176 | 2 | 3.088 | 0.996 | 0.980 | 0.052 | |
| b30 | 1.240 | 0.068 | 18.294 | *** | 0.76 | 0.57 | |||||||||
| b33 | 1.053 | 0.068 | 15.587 | *** | 0.63 | 0.40 | |||||||||
| Anxiety (ANX) | b37 | 1 | 0.53 | 0.28 | |||||||||||
| b43 | 1.018 | 0.140 | 7.275 | *** | 0.70 | 0.49 | 0.602 | 0.340 | 0 | 0 | – | 1 | – | – | |
| b48 | 0.912 | 0.111 | 8.197 | *** | 0.50 | 0.25 | |||||||||
| Motivation and interest and relevance (MIR) | b40 | 1 | 0.81 | 0.65 | |||||||||||
| b41 | 1.012 | 0.041 | 24.392 | *** | 0.82 | 0.67 | |||||||||
| b42 | 1.06 | 0.044 | 24.325 | *** | 0.82 | 0.67 | 0.878 | 0.591 | 31.949 | 5 | 6.39 | 0.983 | 0.949 | 0.084 | |
| b47 | 0.934 | 0.044 | 21.292 | *** | 0.65 | 0.42 | |||||||||
| b49 | 0.843 | 0.045 | 18.563 | *** | 0.73 | 0.53 | |||||||||
| Overall attitudes | CSE | 1 | 0.95 | 0.91 | |||||||||||
| ANX | 0.448 | 0.060 | 7.482 | *** | 0.47 | 0.22 | 0.852 | 0.675 | 145.807 | 41 | 3.556 | 0.967 | 0.946 | 0.058 | |
| MIR | 1.273 | 0.108 | 11.763 | *** | 0.95 | 0.90 | |||||||||
| Vocational aspiration | c51 | 1 | 0.92 | 0.84 | |||||||||||
| c52 | 1.076 | 0.026 | 41.140 | *** | 0.94 | 0.88 | 0.928 | 0.812 | 0 | 0 | – | 1 | – | – | |
| c53 | 0.941 | 0.028 | 33.891 | *** | 0.84 | 0.71 | |||||||||
| Model estimates | Convergent validity | Model fit indices | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Factor | Regression weights | SE | CR ( | Standard regression weights | Squared multiple correction | CR | AVE | df | GFI | AGFI | RMSEA | ||||
| Competence and job security (CS) | a1 | 1 | 0.72 | 0.52 | |||||||||||
| a5 | 1.030 | 0.056 | 18.319 | *** | 0.81 | 0.65 | 0.821 | 0.605 | 0 | 0 | – | 1 | – | – | |
| a6 | 1.172 | 0.064 | 18.310 | *** | 0.80 | 0.64 | |||||||||
| Job environment and conditions (EC) | a12 | 1 | 0.71 | 0.50 | |||||||||||
| a14 | 1.184 | 0.066 | 17.996 | *** | 0.88 | 0.77 | 0.822 | 0.609 | 0 | 0 | – | 1 | – | – | |
| a15 | 0.854 | 0.047 | 17.985 | *** | 0.74 | 0.54 | |||||||||
| Rewards and benefits (RB) | a18 | 1 | 0.90 | 0.81 | |||||||||||
| a19 | 0.981 | 0.027 | 354.666 | *** | 0.89 | 0.80 | 0.925 | 0.804 | 0 | 0 | – | 1 | – | – | |
| a20 | 0.959 | 0.027 | 35.969 | *** | 0.90 | 0.81 | |||||||||
| Social influences (SI) | a22 | 1 | 0.63 | 0.40 | |||||||||||
| a23 | 1.78 | 0.103 | 17.333 | *** | 0.89 | 0.80 | 0.831 | 0.626 | 0 | 0 | – | 1 | – | – | |
| a24 | 1.726 | 0.098 | 17.696 | *** | 0.83 | 0.69 | |||||||||
| Vocational awareness | CS | 1 | 0.91 | 0.82 | |||||||||||
| EC | 0.78 | 0.054 | 14.501 | *** | 0.76 | 0.58 | 0.871 | 0.629 | 292.535 | 50 | 5.851 | 0.938 | 0.903 | 0.079 | |
| RB | 1.11 | 0.068 | 18.301 | *** | 0.77 | 0.60 | |||||||||
| SI | 0.73 | 0.055 | 13.196 | *** | 0.72 | 0.52 | |||||||||
| Confidence and self-efficacy (CSE) | b26 | 1 | 0.72 | 0.52 | |||||||||||
| b27 | 1.075 | 0.057 | 18.943 | *** | 0.81 | 0.65 | 0.822 | 0.537 | 6.176 | 2 | 3.088 | 0.996 | 0.980 | 0.052 | |
| b30 | 1.240 | 0.068 | 18.294 | *** | 0.76 | 0.57 | |||||||||
| b33 | 1.053 | 0.068 | 15.587 | *** | 0.63 | 0.40 | |||||||||
| Anxiety (ANX) | b37 | 1 | 0.53 | 0.28 | |||||||||||
| b43 | 1.018 | 0.140 | 7.275 | *** | 0.70 | 0.49 | 0.602 | 0.340 | 0 | 0 | – | 1 | – | – | |
| b48 | 0.912 | 0.111 | 8.197 | *** | 0.50 | 0.25 | |||||||||
| Motivation and interest and relevance (MIR) | b40 | 1 | 0.81 | 0.65 | |||||||||||
| b41 | 1.012 | 0.041 | 24.392 | *** | 0.82 | 0.67 | |||||||||
| b42 | 1.06 | 0.044 | 24.325 | *** | 0.82 | 0.67 | 0.878 | 0.591 | 31.949 | 5 | 6.39 | 0.983 | 0.949 | 0.084 | |
| b47 | 0.934 | 0.044 | 21.292 | *** | 0.65 | 0.42 | |||||||||
| b49 | 0.843 | 0.045 | 18.563 | *** | 0.73 | 0.53 | |||||||||
| Overall attitudes | CSE | 1 | 0.95 | 0.91 | |||||||||||
| ANX | 0.448 | 0.060 | 7.482 | *** | 0.47 | 0.22 | 0.852 | 0.675 | 145.807 | 41 | 3.556 | 0.967 | 0.946 | 0.058 | |
| MIR | 1.273 | 0.108 | 11.763 | *** | 0.95 | 0.90 | |||||||||
| Vocational aspiration | c51 | 1 | 0.92 | 0.84 | |||||||||||
| c52 | 1.076 | 0.026 | 41.140 | *** | 0.94 | 0.88 | 0.928 | 0.812 | 0 | 0 | – | 1 | – | – | |
| c53 | 0.941 | 0.028 | 33.891 | *** | 0.84 | 0.71 | |||||||||
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