Table 2.
Multiple liner regression models for determinants of self-rated health score of the elderly.
Variables | Model 1 |
Model 2 |
Model 3 |
Model 4 |
||||
---|---|---|---|---|---|---|---|---|
β | Std β | β | Std β | β | Std β | β | Std β | |
Social demographic variables | ||||||||
Gender | −0.972 | − 0.031 | 0.111 | 0.004 | − 0.419 | −0.014 | − 0.834 | − 0.027 |
Age | −0.402* | − 0.187* | − 0.247* | − 0.115* | − 0.146* | −0.068* | − 0.076 | − 0.036 |
Residence | 1.838 | 0.053 | 1.930 | 0.056 | 1.123 | 0.033 | 1.330 | 0.039 |
Family income (per capita per year) | 0.000 | 0.039 | 0.000 | 0.029 | 0.000 | −0.002 | 0.000 | − 0.005 |
Marital status (with reference to widow/widower) | ||||||||
Single | 3.278 | 0.038 | 3.315 | 0.039 | 3.160 | 0.036 | 3.466 | 0.040 |
Married | −0.909 | − 0.025 | − 0.193 | − 0.005 | 0.517 | 0.014 | 0.680 | 0.019 |
Education (with reference to illiteracy) | ||||||||
Elementary school | 0.081 | 0.002 | − 0.251 | − 0.008 | 0.955 | 0.029 | − 0.048 | − 0.001 |
Junior middle school | 0.984 | 0.030 | 1.367 | 0.042 | 0.982 | 0.030 | 0.309 | 0.009 |
Senior middle school and above | 1.517 | 0.031 | 1.098 | 0.023 | 1.070 | 0.022 | 0.011 | 0.000 |
Employment (with reference to employed) | ||||||||
Retired | −3.864 | − 0.114 | − 4.466 | − 0.134 | − 4.260* | −0.127* | − 3.512 | − 0.105 |
Jobless | −2.572 | − 0.082 | − 3.411* | − 0.109* | − 3.164* | −0.101* | − 2.483 | − 0.079 |
Health insurance (with reference to free medicare for civil servants) | ||||||||
Urban employe insurance | −4.688* | − 0.093* | − 4.565* | − 0.091* | − 3.746* | −0.074* | − 3.869* | − 0.076* |
New rural cooperative medical system | −3.272 | − 0.097 | − 2.569 | − 0.077 | − 4.459* | −0.134* | − 4.964* | − 0.149* |
None | −4.814 | − 0.055 | − 3.883 | − 0.042 | − 7.484* | −0.081* | − 7.249* | − 0.079* |
Health behaviora | ||||||||
Smoke (with reference to never smoker) | ||||||||
Current smoker | 1.598 | 0.044 | − 0.394 | −0.011 | − 0.738 | − 0.020 | ||
Former smoker | − 5.800* | − 0.087* | − 5.072* | −0.075* | − 4.865* | − 0.072* | ||
Drinking frequency | − 1.637* | − 0.084* | − 1.067 | −0.055 | − 0.875 | − 0.045 | ||
Physical exercise weekly | 3.613* | 0.211* | 2.206* | 0.129* | 1.387* | 0.081* | ||
Physical examination test in the past 24 months | 0.138 | 0.004 | − 0.975 | −0.032 | − 0.684 | − 0.022 | ||
Health statusb | ||||||||
Severity of 2-week sickness | − 3.633* | −0.260* | − 3.533* | − 0.253* | ||||
Number of chronic diseases | − 2.838* | −0.165* | − 2.630* | − 0.153* | ||||
Have been hospitalized | 5.652* | 0.130* | 4.999* | 0.115* | ||||
Degree of self-perceived anxiety or depression | − 11.759* | −0.175* | − 2.773 | − 0.041 | ||||
Physical functional statusc | ||||||||
Walking ability | 1.177 | 0.033 | ||||||
Ability of self-care (washing and dressing) | − 7.671* | − 0.189* | ||||||
Ability of taking usual activities (working/reading or doing housework) | − 3.911 | − 0.115 | ||||||
Severity of pain or discomfort | − 0.910 | − 0.020 | ||||||
R2 | 0.058 | 0.111 | 0.322 | 0.369 | ||||
Adjusted R2 | 0.044 | 0.093 | 0.304 | 0.350 |
All models’ ANOVA tests have P values <0.001, *P < 0.05.There exists no collinearity between all variables of health behaviors
a(variance inflation factor, VIF < 1.4, tolerance, TOL > 0.7), health status
b(VIF < 1.2, TOL > 0.8), and physical functional status
c(VIF < 5, TOL > 0.2).