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Research on Cross-lagged Model of Career Planning Course and Employment Situation in Colleges and Universities

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17 mar 2025

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Figure 1.

Cross-lag path model structure
Cross-lag path model structure

Figure 2.

The correlation coefficients of the two phases
The correlation coefficients of the two phases

Figure 3.

Cross-lag analysis results
Cross-lag analysis results

Figure 4.

Multivariate fork lag model
Multivariate fork lag model

Employment scale

Dimension Code Item Code
Employment rate ER 3 ER1
ER2
ER3
Quality of employment EQ 4 EQ1
EQ2
EQ3
EQ4
Career compatibility CC 3 CC1
CC2
CC3
Career speed CS 5 CS1
CS2
CS3
CS4

Career planning scale

Dimension Code Item Code
Self-cognition SC 3 SC1
SC2
SC3
Occupational cognition OC 4 OC1
OC2
OC3
OC4
Career planning CP 3 CP1
CP2
CP3
Planning and enactment PE 3 PE1
PE2
PE3
Love attitude LA 3 LA1
LA2
LA3

The results of the verification factor of the common method deviation

Model 1 Model 2 Model 3
χ2 2758.443 448.461 366.284
Df 338 325 314
GFI 0.682 0.952 0.981
AGFI 0.593 0.911 0.913
NFI 0.871 0.972 0.968
NNFI 0.852 0.975 0.969
IFI 0.883 0.975 0.981
CFI 0.881 0.977 0.985
RMSEA 0.178 0.072 0.069

Repeated variance measurement results

Grade Variable N F Sig. Post—event comparison
Low grade Career planning 128 47.525 <0.001 T1<T2<T3
Employment situation 122 30.448 <0.001 T1<T2<T3
Senior Career planning 128 12.556 <0.001 T1<T2,T3
Employment situation 122 222.158 <0.001 T1<T2<T3
Total Career planning 128 85.592 <0.001 T1<T2<T3
Employment situation 122 122.378 <0.001 T1<T2<T3

Descriptive statistical results in three grades

Grade Variable Total score T1 T2 T3
Mean SD Mean SD Mean SD
Low grade Career planning 80 68.45 2.12 69.11 3.08 72.11 2.75
Employment situation 75 69.72 3.15 70.02 2.65 71.52 2.88
Senior Career planning 80 71.82 2.08 73.11 2.11 73.26 2.91
Employment situation 75 71.65 3.07 72.32 3.11 72.84 2.87
Total Career planning 80 71.12 2.79 72.15 2.68 72.92 2.59
Employment situation 75 70.05 2.91 71.56 2.88 72.61 2.71