Table 2.
Poisson Regression Model Building Assessing Factors Related to the Diabetes Self-Care Activities of Diet and Physical Activity: African Americans
Total Self-care Score (n=133) |
General Diet (n=133) |
Specific Diet (n=133) |
Physical Activity (n=133) |
|||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Variable | M1 | M2 | M3 | M1 | M2 | M3 | M1 | M2 | M3 | M1 | M2 | M3 |
Patient-related attributes | ||||||||||||
Age | 0.004 | 0.003 | −0.001 | 0.016** | 0.016** | 0.011* | 0.006§ | 0.005 | 0.002 | −0.006 | −0.009§ | −0.015* |
Gender (Female) | 0.081 | 0.097 | 0.113 | −0.036 | −0.013 | 0.019 | 0.112 | 0.116 | 0.123 | −0.007 | 0.032 | 0.045 |
Educationa | ||||||||||||
Less than HS | 0.041 | −0.017 | 0.046 | −0.218* | −0.274* | −0.206§ | −0.063 | −0.481 | −0.003 | 0.097 | −0.022 | 0.063 |
HS Graduate/GED | 0.052 | −0.011 | 0.035 | −0.272* | −0.332* | −0.292* | 0.109 | 0.118 | 0.151 | 0.054 | −0.095 | −0.021 |
Health insurance status (No Insurance) | −0.072 | −0.086 | −0.089 | −0.101 | −0.103 | −0.103 | −0.148 | −0.145 | −0.147 | 0.021 | −0.019 | −0.012 |
Biomedical/Disease-related Factors | ||||||||||||
Body mass index | −0.008 | −0.008 | −0.008 | −0.008 | −0.003 | −0.002 | −0.022* | −0.021* | ||||
Glycemic control (A1c) | −0.003 | −0.002 | 0.022 | 0.026 | −0.003 | −0.002 | −0.012 | −0.011 | ||||
Household members with diabetesb | ||||||||||||
One person | −0.069 | −0.066 | −0.005 | 0.016 | −0.026 | −0.024 | −0.236§ | −0.237§ | ||||
More than one person | −0.043 | 0.015 | −0.099 | −0.024 | −0.011 | 0.033 | −0.129 | −0.052 | ||||
Insulin Use (no insulin use) | −0.127 | −0.176§ | −0.099 | −0.158 | 0.072 | 0.037 | −0.215§ | −0.284* | ||||
Psychosocial Constructs | ||||||||||||
Diabetes distress | −0.146* | −0.202** | −0.102* | −0.187** | ||||||||
Diabetes-related psychosocial self-efficacy | 0.131§ | 0.115 | 0.094 | 0.222* | ||||||||
r2 | 0.03 | 0.04 | 0.16 | 0.16 | 0.19 | 0.33 | 0.07 | 0.08 | 0.14 | 0.02 | 0.10 | 0.24 |
Goodness-of-fit test—Chi-Square, df | 2.66, 4 | 16.87, 2 | 4.71, 4 | 24.67, 2 | 1.02, 4 | 8.52, 2 | 11.56, 4 | 22.99, 2 | ||||
P-value | 0.62 | <0.001 | 0.32 | <0.001 | 0.91 | 0.01 | 0.02 | <0.001 |
Note.
Reference group = some college or post graduate education.
Reference group = no family members with diabetes residing in the household.
P < 0.10.
P < 0.05.
P < 0.001.