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. 2014 Apr 10;2:27. doi: 10.3389/fpubh.2014.00027

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).