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Improvement of students’ mental health in a Lai physical education program incorporating psychological scales

,  et   
19 mars 2025
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Figure 1.

Factor analysis
Factor analysis

Correlation analysis results

Variable M SD T Yj Yx XT XJ
T 23.40 14.10 1
Yj 28.33 5.95 0.496** 1
Yx 9.95 4.73 -0.391** -0.589** 1
XT 75.42 18.13 0.437** 0.785** -0.573** 1
XJ 173.61 36.40 -0.585** -0.811** 0.661** -0.762** 1

The factors of the mental health scale are consistent with the same degree

Mental health Eigenvalue Contribution rate Issue number Factor load Common degree
Happy life 5.39 21.52% 38 0.710 0.592
37 0.681 0.513
28 0.642 0.533
39 0.585 0.476
19 0.583 0.442
7 0.543 0.462
Willing to learn 2.27 9.12% 1 0.810 0.671
18 0.720 0.554
24 0.673 0.587
54 0.670 0.510
2 0.495 0.340
Interpersonal harmony 1.84 7.42% 25 0.643 0.462
70 0.630 0.462
29 0.628 0.561
56 0.617 0.420
59 0.570 0.342
Test stabilization 1.51 6.05% 66 0.765 0.604
44 0.711 0.622
6 0.547 0.367
60 0.542 0.375
63 0.451 0.275
Emotional stability 1.24 5.01% 26 0.775 0.621
30 0.741 0.585
31 0.653 0.460
43 0.612 0.411

The physical and mental health changes before and after the physical education

Mental health M SD P
Happy life 0.22015 0.4752 0.005
Willing to learn 0.20835 0.5301 0.020
Interpersonal harmony 0.15487 0.2110 0.000
Test stabilization 0.12831 0.2920 0.012
Emotional stability 0.18075 0.4121 0.015

The reliability analysis of the psychological scale

Reliability analysis table
Mental health Cronbachα coefficient Half degree
Total scale 0.841 0.852
Happy life 0.781 0.738
Willing to learn 0.753 0.750
Interpersonal harmony 0.655 0.611
Test stabilization 0.644 0.561
Mental health 0.674 0.684
The verification factor analysis of the structural model
Index RMSEA GFI NNFI CFI
Value 0.06 0.94 0.87 0.89

Intermediate effect test

Benefit type Effect value Boot SE Bootstrap95%CI
Boot LLCL Boot ULCL Relative effect ratio(%)
Total effect -0.0142 0.0009 -0.0160 -0.0132 100%
Indirect effect -0.0055 0.0006 -0.0071 -0.0046 38.73%
Indirect total effect -0.0087 0.0009 -0.0105 -0.0073 61.34%
Ind1 -0.0055 0.0006 0.0072 -0.0045
Ind2 -0.0006 0.0004 -0.0012 -0.0001
Ind3 -0.0031 0.0005 -0.0037 -0.0020
(C1)Ind1→Ind2 -0.0050 0.0009 -0.0062 0.0035
(C2)Ind1→Ind3 -0.0031 0.0009 -0.0045 -0.0011
(C3)Ind2→Ind3 0.0022 0.0003 0.0016 0.0030

Regression analysis

Regression equation Integral fitting index Standard regression coefficient
Result variable Predictor variable R2 Adjust R2 F β T
XJ Grade 0.353 0.354 70.541 -0.081 -2.443*
Biotically 0.040 1.235
Only child 0.049 1.501
Majors -0.052 -1.602
T -0.573 -17.591***
Yj Grade 0.257 0.250 43.530 0.085 2.548*
Biotically -0.031 -0.855
Only child -0.042 -1.262
Majors 0.021 0.521
T 0.480 13.710***
Yx Grade 0.155 0.151 23.613 -0.060 -1.611
Biotically 0.015 0.507
Only child 0.061 1.652
Majors -0.045 -1.182
T -0.375 -10.045***
XT Grade 0.643 0.630 156.031 0.093 3.770***
Biotically -0.020 -0.771
Only child 0.030 1.299
Majors -0.021 -0.800
T 0.051 1.642
Yj 0.651 19.782***
Yx -0.163 -5.245***
XJ Grade 0.759 0.755 244.032 0.008 0.350
Biotically 0.011 0.721
Only child 0.018 0.891
Majors -0.042 -1.821
T -0.211 -9.101***
Yj -0.340 -11.470***
Yx 0.200 7.881***
XT -0.249 -7.750***