Hierarchical regression analysis of pharmacological and non-pharmacological management behaviour
Dependent variables: pharmacological management behaviour . | Collinearity statistics . | ||||
---|---|---|---|---|---|
Variables . | β . | t . | P value . | Tolerance . | VIF . |
Model 1 | |||||
Social support | 0.173 | 3.726 | <0.001 | 0.860 | 1.163 |
Education level | 0.200 | 4.347 | <0.001 | 0.880 | 1.137 |
Marital status | 0.140 | 3.203 | 0.001 | 0.971 | 1.030 |
Model 2 | |||||
Education level | 0.202 | 5.097 | <0.001 | 0.814 | 1.228 |
Marital status | 0.110 | 3.006 | 0.003 | 0.964 | 1.038 |
Functional health literacy | 0.194 | 4.769 | <0.001 | 0.772 | 1.295 |
Communicative health literacy | 0.300 | 7.346 | <0.001 | 0.770 | 1.299 |
Critical health literacy | 0.252 | 6.358 | <0.001 | 0.814 | 1.228 |
Model 3 | |||||
Education level | 0.173 | 4.692 | <0.001 | 0.808 | 1.238 |
Marital status | 0.118 | 3.491 | 0.001 | 0.963 | 1.039 |
Functional health literacy | 0.088 | 2.221 | 0.027 | 0.700 | 1.428 |
Communicative health literacy | 0.232 | 6.012 | <0.001 | 0.739 | 1.353 |
Critical health literacy | 0.229 | 6.188 | <0.001 | 0.810 | 1.235 |
Acceptance of illness | 0.371 | 8.730 | <0.001 | 0.611 | 1.637 |
Dependent variables: non-pharmacological management behaviour . | Collinearity statistics . | ||||
Variables . | β . | t . | P value . | Tolerance . | VIF . |
Model 4 | |||||
Social support | 0.145 | 3.098 | 0.002 | 0.856 | 1.168 |
Education level | 0.184 | 3.964 | <0.001 | 0.869 | 1.150 |
Family history of cardiovascular diseases | −0.135 | −3.086 | 0.002 | 0.974 | 1.027 |
Marital status | 0.138 | 3.124 | 0.002 | 0.958 | 1.043 |
Depression status | 0.094 | 2.174 | 0.030 | 0.991 | 1.009 |
Model 5 | |||||
Education level | 0.181 | 4.389 | <0.001 | 0.805 | 1.243 |
Marital status | 0.096 | 2.524 | 0.012 | 0.950 | 1.053 |
Depression status | 0.100 | 2.679 | 0.008 | 0.987 | 1.013 |
Functional health literacy | 0.144 | 3.403 | 0.001 | 0.761 | 1.315 |
Communicative health literacy | 0.262 | 6.140 | <0.001 | 0.749 | 1.335 |
Critical health literacy | 0.291 | 7.100 | <0.001 | 0.813 | 1.229 |
Model 6 | |||||
Education level | 0.152 | 3.924 | <0.001 | 0.798 | 1.253 |
Marital status | 0.102 | 2.872 | 0.004 | 0.949 | 1.054 |
Depression status | 0.128 | 3.641 | <0.001 | 0.977 | 1.024 |
Communicative health literacy | 0.197 | 4.820 | <0.001 | 0.719 | 1.390 |
Critical health literacy | 0.269 | 6.970 | <0.001 | 0.809 | 1.236 |
Acceptance of illness | 0.356 | 7.970 | <0.001 | 0.604 | 1.654 |
Dependent variables: pharmacological management behaviour . | Collinearity statistics . | ||||
---|---|---|---|---|---|
Variables . | β . | t . | P value . | Tolerance . | VIF . |
Model 1 | |||||
Social support | 0.173 | 3.726 | <0.001 | 0.860 | 1.163 |
Education level | 0.200 | 4.347 | <0.001 | 0.880 | 1.137 |
Marital status | 0.140 | 3.203 | 0.001 | 0.971 | 1.030 |
Model 2 | |||||
Education level | 0.202 | 5.097 | <0.001 | 0.814 | 1.228 |
Marital status | 0.110 | 3.006 | 0.003 | 0.964 | 1.038 |
Functional health literacy | 0.194 | 4.769 | <0.001 | 0.772 | 1.295 |
Communicative health literacy | 0.300 | 7.346 | <0.001 | 0.770 | 1.299 |
Critical health literacy | 0.252 | 6.358 | <0.001 | 0.814 | 1.228 |
Model 3 | |||||
Education level | 0.173 | 4.692 | <0.001 | 0.808 | 1.238 |
Marital status | 0.118 | 3.491 | 0.001 | 0.963 | 1.039 |
Functional health literacy | 0.088 | 2.221 | 0.027 | 0.700 | 1.428 |
Communicative health literacy | 0.232 | 6.012 | <0.001 | 0.739 | 1.353 |
Critical health literacy | 0.229 | 6.188 | <0.001 | 0.810 | 1.235 |
Acceptance of illness | 0.371 | 8.730 | <0.001 | 0.611 | 1.637 |
Dependent variables: non-pharmacological management behaviour . | Collinearity statistics . | ||||
Variables . | β . | t . | P value . | Tolerance . | VIF . |
Model 4 | |||||
Social support | 0.145 | 3.098 | 0.002 | 0.856 | 1.168 |
Education level | 0.184 | 3.964 | <0.001 | 0.869 | 1.150 |
Family history of cardiovascular diseases | −0.135 | −3.086 | 0.002 | 0.974 | 1.027 |
Marital status | 0.138 | 3.124 | 0.002 | 0.958 | 1.043 |
Depression status | 0.094 | 2.174 | 0.030 | 0.991 | 1.009 |
Model 5 | |||||
Education level | 0.181 | 4.389 | <0.001 | 0.805 | 1.243 |
Marital status | 0.096 | 2.524 | 0.012 | 0.950 | 1.053 |
Depression status | 0.100 | 2.679 | 0.008 | 0.987 | 1.013 |
Functional health literacy | 0.144 | 3.403 | 0.001 | 0.761 | 1.315 |
Communicative health literacy | 0.262 | 6.140 | <0.001 | 0.749 | 1.335 |
Critical health literacy | 0.291 | 7.100 | <0.001 | 0.813 | 1.229 |
Model 6 | |||||
Education level | 0.152 | 3.924 | <0.001 | 0.798 | 1.253 |
Marital status | 0.102 | 2.872 | 0.004 | 0.949 | 1.054 |
Depression status | 0.128 | 3.641 | <0.001 | 0.977 | 1.024 |
Communicative health literacy | 0.197 | 4.820 | <0.001 | 0.719 | 1.390 |
Critical health literacy | 0.269 | 6.970 | <0.001 | 0.809 | 1.236 |
Acceptance of illness | 0.356 | 7.970 | <0.001 | 0.604 | 1.654 |
β: standardised beta; VIF: variance inflation factor.
P<0.05; **P<0.01.
Model 1: P=0.001, R2 =0.119, adjusted R2=0.113.
Model 2: P=0.001, R2 =0.397, adjusted R2=0.389.
Model 3: P=0.001, R2 = 0.481, adjusted R2=0.473.
Model 4: P=0.001, R2 =0.117, adjusted R2=0.108.
Model 5: P=0.001, R2 =0.360, adjusted R2=0.349.
Model 6: P=0.001, R2 = 0.436, adjusted R2=0.426.
Hierarchical regression analysis of pharmacological and non-pharmacological management behaviour
Dependent variables: pharmacological management behaviour . | Collinearity statistics . | ||||
---|---|---|---|---|---|
Variables . | β . | t . | P value . | Tolerance . | VIF . |
Model 1 | |||||
Social support | 0.173 | 3.726 | <0.001 | 0.860 | 1.163 |
Education level | 0.200 | 4.347 | <0.001 | 0.880 | 1.137 |
Marital status | 0.140 | 3.203 | 0.001 | 0.971 | 1.030 |
Model 2 | |||||
Education level | 0.202 | 5.097 | <0.001 | 0.814 | 1.228 |
Marital status | 0.110 | 3.006 | 0.003 | 0.964 | 1.038 |
Functional health literacy | 0.194 | 4.769 | <0.001 | 0.772 | 1.295 |
Communicative health literacy | 0.300 | 7.346 | <0.001 | 0.770 | 1.299 |
Critical health literacy | 0.252 | 6.358 | <0.001 | 0.814 | 1.228 |
Model 3 | |||||
Education level | 0.173 | 4.692 | <0.001 | 0.808 | 1.238 |
Marital status | 0.118 | 3.491 | 0.001 | 0.963 | 1.039 |
Functional health literacy | 0.088 | 2.221 | 0.027 | 0.700 | 1.428 |
Communicative health literacy | 0.232 | 6.012 | <0.001 | 0.739 | 1.353 |
Critical health literacy | 0.229 | 6.188 | <0.001 | 0.810 | 1.235 |
Acceptance of illness | 0.371 | 8.730 | <0.001 | 0.611 | 1.637 |
Dependent variables: non-pharmacological management behaviour . | Collinearity statistics . | ||||
Variables . | β . | t . | P value . | Tolerance . | VIF . |
Model 4 | |||||
Social support | 0.145 | 3.098 | 0.002 | 0.856 | 1.168 |
Education level | 0.184 | 3.964 | <0.001 | 0.869 | 1.150 |
Family history of cardiovascular diseases | −0.135 | −3.086 | 0.002 | 0.974 | 1.027 |
Marital status | 0.138 | 3.124 | 0.002 | 0.958 | 1.043 |
Depression status | 0.094 | 2.174 | 0.030 | 0.991 | 1.009 |
Model 5 | |||||
Education level | 0.181 | 4.389 | <0.001 | 0.805 | 1.243 |
Marital status | 0.096 | 2.524 | 0.012 | 0.950 | 1.053 |
Depression status | 0.100 | 2.679 | 0.008 | 0.987 | 1.013 |
Functional health literacy | 0.144 | 3.403 | 0.001 | 0.761 | 1.315 |
Communicative health literacy | 0.262 | 6.140 | <0.001 | 0.749 | 1.335 |
Critical health literacy | 0.291 | 7.100 | <0.001 | 0.813 | 1.229 |
Model 6 | |||||
Education level | 0.152 | 3.924 | <0.001 | 0.798 | 1.253 |
Marital status | 0.102 | 2.872 | 0.004 | 0.949 | 1.054 |
Depression status | 0.128 | 3.641 | <0.001 | 0.977 | 1.024 |
Communicative health literacy | 0.197 | 4.820 | <0.001 | 0.719 | 1.390 |
Critical health literacy | 0.269 | 6.970 | <0.001 | 0.809 | 1.236 |
Acceptance of illness | 0.356 | 7.970 | <0.001 | 0.604 | 1.654 |
Dependent variables: pharmacological management behaviour . | Collinearity statistics . | ||||
---|---|---|---|---|---|
Variables . | β . | t . | P value . | Tolerance . | VIF . |
Model 1 | |||||
Social support | 0.173 | 3.726 | <0.001 | 0.860 | 1.163 |
Education level | 0.200 | 4.347 | <0.001 | 0.880 | 1.137 |
Marital status | 0.140 | 3.203 | 0.001 | 0.971 | 1.030 |
Model 2 | |||||
Education level | 0.202 | 5.097 | <0.001 | 0.814 | 1.228 |
Marital status | 0.110 | 3.006 | 0.003 | 0.964 | 1.038 |
Functional health literacy | 0.194 | 4.769 | <0.001 | 0.772 | 1.295 |
Communicative health literacy | 0.300 | 7.346 | <0.001 | 0.770 | 1.299 |
Critical health literacy | 0.252 | 6.358 | <0.001 | 0.814 | 1.228 |
Model 3 | |||||
Education level | 0.173 | 4.692 | <0.001 | 0.808 | 1.238 |
Marital status | 0.118 | 3.491 | 0.001 | 0.963 | 1.039 |
Functional health literacy | 0.088 | 2.221 | 0.027 | 0.700 | 1.428 |
Communicative health literacy | 0.232 | 6.012 | <0.001 | 0.739 | 1.353 |
Critical health literacy | 0.229 | 6.188 | <0.001 | 0.810 | 1.235 |
Acceptance of illness | 0.371 | 8.730 | <0.001 | 0.611 | 1.637 |
Dependent variables: non-pharmacological management behaviour . | Collinearity statistics . | ||||
Variables . | β . | t . | P value . | Tolerance . | VIF . |
Model 4 | |||||
Social support | 0.145 | 3.098 | 0.002 | 0.856 | 1.168 |
Education level | 0.184 | 3.964 | <0.001 | 0.869 | 1.150 |
Family history of cardiovascular diseases | −0.135 | −3.086 | 0.002 | 0.974 | 1.027 |
Marital status | 0.138 | 3.124 | 0.002 | 0.958 | 1.043 |
Depression status | 0.094 | 2.174 | 0.030 | 0.991 | 1.009 |
Model 5 | |||||
Education level | 0.181 | 4.389 | <0.001 | 0.805 | 1.243 |
Marital status | 0.096 | 2.524 | 0.012 | 0.950 | 1.053 |
Depression status | 0.100 | 2.679 | 0.008 | 0.987 | 1.013 |
Functional health literacy | 0.144 | 3.403 | 0.001 | 0.761 | 1.315 |
Communicative health literacy | 0.262 | 6.140 | <0.001 | 0.749 | 1.335 |
Critical health literacy | 0.291 | 7.100 | <0.001 | 0.813 | 1.229 |
Model 6 | |||||
Education level | 0.152 | 3.924 | <0.001 | 0.798 | 1.253 |
Marital status | 0.102 | 2.872 | 0.004 | 0.949 | 1.054 |
Depression status | 0.128 | 3.641 | <0.001 | 0.977 | 1.024 |
Communicative health literacy | 0.197 | 4.820 | <0.001 | 0.719 | 1.390 |
Critical health literacy | 0.269 | 6.970 | <0.001 | 0.809 | 1.236 |
Acceptance of illness | 0.356 | 7.970 | <0.001 | 0.604 | 1.654 |
β: standardised beta; VIF: variance inflation factor.
P<0.05; **P<0.01.
Model 1: P=0.001, R2 =0.119, adjusted R2=0.113.
Model 2: P=0.001, R2 =0.397, adjusted R2=0.389.
Model 3: P=0.001, R2 = 0.481, adjusted R2=0.473.
Model 4: P=0.001, R2 =0.117, adjusted R2=0.108.
Model 5: P=0.001, R2 =0.360, adjusted R2=0.349.
Model 6: P=0.001, R2 = 0.436, adjusted R2=0.426.
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