Table 3 Multivariate analysis of factors influencing health behaviors among participants (N = 204).

From: Factors influencing cardiovascular health behaviors among Korean-Chinese migrant workers with metabolic syndrome using mixed methods

Variables

Model 1

Model 2

Model 3

Model 4

SE

β

t(p)

SE

β

t(p)

SE

β

t(p)

SE

β

t(p)

(Constant)

3.10

 

3.40(0.001)

3.80

 

0.59(0.653)

3.88

 

0.55(0.581)

4.08

 

0.53(0.598)

Intrapersonal factors

            

Gender(Ref: Male)

0.93

0.26

4.83(< 0.001)

0.77

0.24

5.44(< 0.001)

0.78

0.25

5.49(< 0.001)

0.89

0.25

5.45(< 0.001)

Occupation type (Ref: Care aide)

0.90

−0.11

−2.43(0.016)

0.74

−0.11

−2.82(0.005)

0.75

−0.11

−2.79(0.006)

0.74

−0.11

−2.79(0.006)

Length of stay in Korea (Ref:≥10 yrs)

0.73

0.03

0.70(0.485)

0.61

0.07

1.96(0.052)

0.61

0.07

1.95(0.052)

0.62

0.07

1.93(0.055)

Body mass index (ref: ≥25)

0.89

0.10

1.99(0.048)

0.75

0.03

0.76(0.451)

0.76

0.04

0.85(0.399)

0.77

0.04

0.84(0.404)

MetS knowledge

0.17

0.09

1.82(0.070)

0.14

0.05

1.33(0.186)

0.15

0.05

1.21(0.228)

0.15

0.05

1.20(0.232)

Health consciousness

0.17

0.30

5.40(< 0.001)

0.15

0.09

1.83(0.069)

0.15

0.09

1.79(0.075)

0.15

0.09

1.79(0.076)

Internal health locus of control

0.14

0.29

4.77(< 0.001)

0.12

0.27

5.25(< 0.001)

0.12

0.26

5.07(< 0.001)

0.12

0.26

4.97(< 0.001)

Depression

0.14

−0.14

−2.87(0.005)

0.12

−0.09

−2.10(0.045)

0.12

−0.08

−2.06(0.041)

0.12

−0.08

−2.02(0.037)

Interpersonal factors

Social support

   

0.03

0.43

9.40(< 0.001)

0.03

0.43

9.30(< 0.001)

0.03

0.43

9.24(< 0.001)

Institutional factors

Occupational stress

      

0.04

−0.03

−0.74(0.461)

0.04

−0.03

−0.69(0.489)

Community factors

Use of health information and resource

       

0.30

0.01

0.18(0.859)

R2/Adj R2

ΔR2

F(p)

 

0.682/0.669

0.682

52.37(< 0.001)

 

759/0.748

0.076

67.80(< 0.001)

 

0.760/0.748

0.001

60.94(< 0.001)

 

0.760/0.747

< 0.001

55.19(< 0.001)

  1. B = Unstandardized Coefficients beta; SE = Standard error;β = Standardized coefficients beta; MetS = Metabolic Syndrome.
  2. Model 1 includes intrapersonal factors (Gender, Occupation, Work-ralated length of stay, Body mass index, Depression, MetS knowledge, Health consciousness, Internal health locus of control, Depression); Model 2 adds interpersonal factor (Social support); Model 3 adds institutional factor (Occupational stress); Model 4 adds community factor (Use of health information and resources).