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Table 2 Prediction of fatigue (PBS) based on demographic data, work-related strains, somatic disease, health behavior and depression in the German population-based Gutenberg Health Study (GHS)

From: Associations of fatigue to work-related stress, mental and physical health in an employed community sample

 

Model1

Model 2

Model 3

Model 4

Model 5

 

N

Coeff.

SE p value

Std. Est

N

Coeff.

SE p value

Std. Est

N

Coeff.

SE p value

Std. Est

N

Coeff.

SE p value

Std. Est

N

Coeff.

SE p value

Std. Est

Predictors

 Sex

7930

7.47

0.39<.0001

0.21

                

 Age

7930

−0.14

0.03<.0001

−0.06

                

 SES

7928

−0.45

0.05<.0001

−0.11

                

Health behavior

 Cigarettes/day

7930

0.16

0.03<.0001

0.07

7928

0.15

0.03<.0001

0.06

            

 BMI [%]

7928

0.14

0.040.0003

0.04

7926

0.23

0.04<.0001

0.07

            

 Alcohol abuse

7928

0.32

1.240.7979

0.00

7926

1.38

1.210.2551

0.01

            

Severe med disease

7930

4.05

0.50<.0001

0.09

7928

4.26

0.50<.0001

0.09

7924

3.94

0.50<.0001

0.09

        

Depression

 Depression score >9

7920

28.44

0.67<.0001

0.43

7918

27.28

0.66<.0001

0.41

7914

27.04

0.66<.0001

0.41

7914

26.82

0.66<.0001

0.41

    

 Depression score

7920

3.29

0.04<.0001

0.65

7918

3.20

0.04<.0001

0.63

7914

3.19

0.04<.0001

0.63

7914

3.18

0.04<.0001

0.63

    

 Depression somatic

7918

3.50

0.09<.0001

0.40

7916

3.29

0.09<.0001

0.37

7912

3.27

0.10<.0001

0.37

7912

3.23

0.10<.0001

0.37

    

 Depression cognitive

7918

3.07

0.10<.0001

0.33

7916

3.10

0.10<.0001

0.34

7912

3.12

0.10<.0001

0.34

7912

3.12

0.10<.0001

0.34

    

 Medical history of depression

7919

16.16

0.63<.0001

0.28

7917

14.70

0.62<.0001

0.25

7913

14.52

0.62<.0001

0.25

7913

14.30

0.62<.0001

0.25

    

Work-related stressors

 Work overload

7867

4.96

0.13<.0001

0.40

7865

5.15

0.12<.0001

0.41

7861

5.12

0.12<.0001

0.41

7861

5.09

0.12<.0001

0.41

7842

3.06

0.10<.0001

0.24

 Frequent overtime hours

7895

2.95

0.15<.0001

0.22

7893

3.43

0.14<.0001

0.26

7889

3.36

0.14<.0001

0.25

7889

3.35

0.14<.0001

0.25

7869

2.12

0.11<.0001

0.16

 Shift work

7880

2.02

0.23<.0001

0.10

7878

2.07

0.23<.0001

0.10

7874

2.02

0.23<.0001

0.10

7874

2.02

0.23<.0001

0.10

7854

0.96

0.18<.0001

0.05

 Piece work

7869

3.03

0.39<.0001

0.09

7867

3.00

0.39<.0001

0.09

7863

2.93

0.39<.0001

0.08

7863

2.91

0.39<.0001

0.08

7843

1.30

0.30<.0001

0.04

 Insufficient vacation or leisure time

7883

4.18

0.14<.0001

0.31

7881

4.35

0.14<.0001

0.32

7877

4.29

0.14<.0001

0.32

7877

4.28

0.14<.0001

0.32

7858

2.26

0.12<.0001

0.17

 Frequent conflicts with boss

7890

3.89

0.17<.0001

0.25

7888

3.78

0.17<.0001

0.24

7884

3.75

0.17<.0001

0.24

7884

3.68

0.17<.0001

0.23

7864

1.34

0.14<.0001

0.09

 Frequent conflicts with colleagues

7910

3.84

0.19<.0001

0.22

7908

3.64

0.18<.0001

0.21

7904

3.61

0.18<.0001

0.21

7904

3.57

0.18<.0001

0.21

7884

1.38

0.15<.0001

0.08

 Partner unemployed

7886

1.79

0.32<.0001

0.06

7884

1.28

0.31<.0001

0.05

7880

1.23

0.31<.0001

0.04

7880

1.20

0.310.0001

0.04

7860

0.22

0.240.3539

0.01

  1. Note. Linear regression: model 1 (crude); model 2 adjusted for sex, age and social status; model 3 additionally adjusted for health behavior; model 4 additionally adjusted for somatic disease; model 5 additionally adjusted for depression (somatic, cognitive and history). Coeff regression coefficient, SE standard error, Std. Est. standardized regression coefficient