Table 4.
Poisson Regression Model Building Assessing Factors Related to the Diabetes Self-Care Activities of Diet and Physical Activity: Hispanic/Latinos
Total Self-care Score (n = 117) |
General Diet (n=117) |
Specific Diet (n=117) |
Physical Activity (n=117) |
|||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Variable | M1 | M2 | M3 | M1 | M2 | M3 | M1 | M2 | M3 | M1 | M2 | M3 |
Patient-related attributes | ||||||||||||
Age | 0.002 | 0.0004 | 0.0003 | 0.001 | −0.001 | −0.001 | 0.002 | 0.001 | 0.001 | 0.001 | −0.007 | −0.007 |
Gender (Female) | 0.032 | 0.058 | 0.039 | −0.154 | −0.112 | −0.129 | 0.020 | 0.054 | 0.050 | −0.149 | −0.034 | −0.086 |
Educationa | ||||||||||||
Less than HS | 0.184 | 0.163 | 0.130 | −0.022 | −0.052 | −0.113 | 0.551* | 0.502* | 0.502* | −0.120 | −0.084 | −0.153 |
HS Graduate/GED | 0.179 | 0.173 | 0.158 | −0.424 | −0.277 | −0.317 | 0.473§ | 0.378 | 0.385 | 0.034 | 0.066 | 0.007 |
Health insurance status (No Insurance) | −0.050 | −0.045 | −0.079 | −0.015 | −0.027 | −0.076 | 0.046 | 0.053 | 0.043 | −0.136 | −0.160 | −0.234§ |
Biomedical/Disease-related Factors | ||||||||||||
Body mass index | −0.010 | −0.007 | −0.023* | −0.019§ | −0.008 | −0.007 | −0.030* | −0.025* | ||||
Glycemic control (A1c) | −0.007 | −0.001 | 0.021 | 0.031 | 0.011 | 0.013 | −0.087* | −0.081§ | ||||
Household members with diabetesb | ||||||||||||
One person | −0.048 | −0.053 | 0.293§ | 0.275§ | −0.205 | −0.212§ | −0.460* | −0.475* | ||||
More than one person | 0.071 | 0.043 | 0.330§ | 0.283§ | −0.167 | −0.181 | −0.097 | −0.147 | ||||
Insulin Use (no insulin use) | −0.105 | −0.094 | 0.069 | 0.077 | −0.078 | −0.075 | −0.204 | −0.184 | ||||
Psychosocial Constructs | ||||||||||||
Diabetes distress | −0.075§ | −0.116* | −0.015 | −0.131* | ||||||||
Diabetes-related psychosocial self-efficacy | 0.092 | 0.114 | 0.068 | 0.114 | ||||||||
r2 | 0.01 | 0.04 | 0.08 | 0.05 | 0.13 | 0.20 | 0.08 | 0.12 | 0.13 | 0.03 | 0.21 | 0.26 |
Goodness-of-fit test—Chi-Square, df | 1.54, 4 | 2.41, 2 | 10.42, 4 | 10.39, 2 | 5.16, 2 | 1.03, 2 | 24.69, 4 | 7.71, 2 | ||||
P-value | 0.55 | 0.09 | 0.03 | 0.005 | 0.27 | 0.60 | <0.001 | 0.02 |
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.