Table 3.
Final models of relationship between socioeconomic status and psychological factors on diabetes outcomes and quality of life
HbA1c | LDL | Systolic Blood Pressure | PCS | MCS | |
---|---|---|---|---|---|
Education | |||||
Less than high school (ref) | --- | --- | --- | --- | --- |
High school graduate | −0.32 | 11.06 | −4.44 | −0.15 | 0.82 * |
College | −0.27 | 3.64 | −5.47 * | 0.04 | 0.61 |
More than college | −0.72 * | 20.63 | −1.83 | 0.15 | 0.52 |
Employment | |||||
Not employed (ref) | --- | --- | --- | --- | --- |
Employed | 0.14 | 7.00 | −2.16 | 0.16 | 0.36 |
Income | |||||
<$20,000 (ref) | --- | --- | --- | --- | --- |
<$50,000 | 0.12 | 2.59 | 1.19 | −0.02 | 0.22 |
<$75,000 | −0.14 | 15.51 | 0.28 | −0.01 | −0.14 |
$75,000 + | −0.66 * | −5.05 | 6.86 * | 0.01 | 0.37 |
Social Subjective Status | |||||
1st quartile (ref) | --- | --- | --- | --- | --- |
2nd quartile | 0.11 | 11.19 | 1.54 | 0.03 | −0.28 |
3rd quartile | 0.14 | 1.31 | −0.88 | −0.09 | −0.10 |
4th quartile | 0.78 * | 7.31 | 1.87 | −0.05 | 0.08 |
Fatalism | −0.01 | −0.22 | 0.01 | 0.004 | −0.01 |
Depression | −0.02 | 0.70 | 0.03 | −0.01 | −0.08 * |
Self-efficacy | −0.12 ** | 0.74 | −0.29 | −0.01 | 0.01 |
Diabetes Distress | 0.43 * | −3.29 | 0.16 | 0.08 | −0.07 |
Serious Psychological Distress | 0.01 | 1.16 | 0.02 | 0.02 * | −0.09 ** |
Social Support | 0.01 | −0.02 | −0.003 | 0.002 | 0.01 * |
Perceived Stress | −0.02 | 2.18 | −0.67 * | 0.002 | −0.12 ** |
Age | |||||
18–34 (ref) | --- | --- | --- | --- | --- |
35–44 years | 0.41 | −12.59 | −1.75 | −0.01 | 0.21 |
45–64 years | −0.07 | 7.38 | −2.59 | 0.24 | 0.47 |
65+ years | −0.49 | 0.35 | −2.54 | 0.41 | −0.11 |
Gender | |||||
Male (ref) | --- | --- | --- | --- | --- |
Female | −0.36 * | 12.20 | 5.66 * | 0.10 | −0.29 |
Race | |||||
Non-Hispanic White (ref) | --- | --- | --- | --- | --- |
Non-Hispanic Black | 0.06 | 9.61 | 3.28 | −0.07 | −0.13 |
Hispanic/Other | −0.53 | 19.38 | −1.84 | −0.06 | −0.41 |
Marital Status | |||||
Not married (ref) | --- | --- | --- | --- | --- |
Married | −0.08 | 5.16 | −0.15 | −0.19 * | −0.21 |
Health Literacy | |||||
Low (ref) | --- | --- | --- | --- | --- |
Marginal | −0.50 | −13.95 | −0.16 | −0.09 | −0.40 |
Adequate | −0.13 | −5.70 | 2.04 | 0.04 | −0.74 * |
Comorbidity | 0.01 | 0.14 | 0.31 | −0.02 | −0.16 ** |
R2 | 0.2321 | 0.0757 | 0.0867 | 0.0697 | 0.4030 |
p<0.05,
p<0.001,
ref = reference group, PCS = physical component summary score of SF12 quality of life, MCS = mental component summary score of SF12 quality of life
Adjusted beta estimates are given for final linear model for each outcome and for each hierarchical model, variables were entered in blocks based on theoretical relationships: socioeconomic factors (block 1), psychological factors (block 2), demographic factors (block 3), health literacy (block 4), and comorbidity (block 5).