Skip to main content
. 2021 Jan 15;9(1):79. doi: 10.3390/healthcare9010079

Table 9.

GLM on covariates associated with transformed depression (n = 199).

Variables Univariate Analysis Multivariate Analysis
b1 (95% CI) p-Value Partial eta2 b2 (95% CI) p-Value Partial eta2
Age group 0.639 0.001
Just entered work ᵚ −0.058 (−0.301, 0.185) 0.639 0.001
Prime working age
Gender 0.157 0.010 0.703 0.001
Male 0.155 (−0.060, 0.371) 0.157 0.010 0.042 (−0.174, 0.258) 0.703 0.001
Female
Race 0.532 0.011
Malay 0.338 (−0.209, 0.886) 0.224 0.008
Chinese 0.413 (−0.149, 0.976) 0.149 0.011
Indian 0.392 (−0.238, 1.023) 0.221 0.008
Others
Marital status 0.034 0.034 0.141 0.021
Single 0.804 (0.122, 1.485) 0.021 0.027 0.552 (−0.119, 1.223) 0.106 0.014
Married 0.885 (0.212, 1.558) 0.010 0.033 0.639 (−0.023, 1.301) 0.058 0.019
Divorced
Area of residence 0.781 0.003
Urban −0.212 (−1.278, 0.854) 0.695 0.001
Suburban −0.112 (−1.217, 0.994) 0.842 0.000
Rural
Monthly income 0.898 0.001
Low 0.032 (−0.334, 0.399) 0.863 0.000
Middle −0.028 (−0.351, 0.296) 0.867 0.000
High
Occupation 0.802 0.000
Doctor −0.029 (−0.259, 0.201) 0.802 0.000
Nondoctor ᵝ
Department 0.065 0.036 0.192 0.025
ED ᶱ 0.147 (−0.147, 0.441) 0.326 0.005 0.105 (−0.195, 0.405) 0.491 0.003
Primary care −0.142 (−0.476, 0.193) 0.405 0.004 −0.216 (−0.563, 0.130) 0.220 0.008
Ward care ᶶ 0.265 (−0.058, 0.589) 0.108 0.013 0.138 (−0.177, 0.453) 0.390 0.004
Other departments
Shift work 0.225 0.007 0.756 0.001
No −0.131 (−0.343, 0.081) 0.225 0.007 0.041 (−0.221, 0.304) 0.756 0.001
Yes
PUI status ᵞ 0.983 0.000
No −0.004 (−0.357, 0.349) 0.983 0.000
Yes
PCOPE ᵟ −0.015 (−0.031, 0.002) 0.076 0.016 −0.019(−0.036, 0.002) 0.025 0.026
NCOPE ᵠ 0.047 (0.021, 0.073) 0.000 0.060 0.052 (0.025, 0.078) 0.000 0.072

ᵚ Just entered work: age 20–30. Prime working age: age 31–50. ᵝ Nondoctor: allied healthcare + nonclinician. ᶱ ED: Emergency Department. ᶶ Ward care: anesthetic + internal medicine. ᵞ PUI: patient under investigation/suspected cases. ᵟ PCOPE: positive religious coping. ᵠ NCOPE: negative religious coping. Transformed depression: transformed scores of depression using the formula Ln (Dp + 1), as depression scores were skewed. n = 199: excluded one participant who was approaching retirement age (51–64). Variables with p values < 0.25 were preserved for multivariate analyses. b1 indicates a crude regression coefficient; b2 indicates a regression coefficient (adjusted). CI represents confidence intervals. Partial eta2: effect size (estimated). Bolded p values and partial eta2 represent comparison between different variable groups, while nonbolded values indicate comparison values within the same variable.