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. 2023 May 6;23:317. doi: 10.1186/s12909-023-04316-y

Table 6.

Multiple linear regression analysis of risk factors for student academic burnout

Variable Dummy variable Nonstandardized coefficient Standard error Standardization coefficient Effect size t/F P Nonstandardized Coefficient 95%CI
Lower limit Upper limit
Constant 44.75 0.93 47.99  < 0.001 42.93 46.58
Gender -1.21 0.19 -0.05 0.01 -6.50  < 0.001 -1.58 -0.85
Place of origin -0.26 0.20 -0.01 0.01 -1.33 0.19 -0.65 0.13
Grade Sophomore 1.14 0.21 0.04 0.01 5.48  < 0.001 0.74 1.55
Junior year 1.72 0.28 0.041 0.01 6.11  < 0.001 1.17 2.28
Senior year 0.46 0.48 0.01 0.01 0.95 0.34 -0.48 1.39
Fifth year of college -0.36 2.34 -0.00 0.01 -0.15 0.88 -4.94 4.22
Master 1.56 0.45 0.02 0.01 3.46  < 0.001 0.68 2.45
Doctor 0.38 1.05 0.00 0.01 0.36 0.72 -1.67 2.43
Whether an only child 0.20 0.19 0.01 0.01 1.04 0.30 -0.18 0.57
Whether you hold a position in the university Student leaders (class/ student/society, etc.) 0.29 0.19 0.01 0.01 1.58 0.12 -0.07 0.66
Student leader in the past 0.59 0.41 0.01 0.01 1.45 0.15 -0.21 1.39
Residential experience in middle and high school 0.09 0.18 0.00 0.01 0.48 0.63 -0.27 0.45
The highest level of education received by his or her parents 0.43 0.08 0.04 0.01 5.40  < 0.001 0.27 0.58
Monthly living expenses(Yuan) 0.20 0.10 0.01 0.002 1.96 0.05 0 0.39
The pressure of study and life in the past two months 1.19 0.09 0.10 0.05 13.76  < 0.001 1.02 1.36
The degree of interest in professional knowledge 0.26 0.09 0.02 0.01 2.81 0.01 0.08 0.44
Weekly exercise time (hours) 0.51 0.10 0.04 0.01 5.18 0.11 0.32 0.74
Smoking Smoking 1.08 0.44 0.02 0.01 2.44 0.02 0.21 1.94
Quit smoking 1.78 0.57 0.02 0.01 3.11  < 0.001 0.66 2.91
Drinking Drinking -0.30 0.44 -0.00 0.01 -0.67 0.50 -1.16 0.57
Quit drinking 4.13 0.11 0.28 0.01 37.69 0.00 3.92 4.35
Overall satisfaction with study -1.17 0.12 -0.07 0.01 -9.58  < 0.001 -1.41 -0.93
Sleep quality in the past two months -0.01 0.11 -0.00 0.02 -0.08 0.93 -0.22 0.20