Table 4.
Predicting HbA1C with the ARMS-D and SDSCA-MS.
| Unadjusted Models | Adjusted Modelsa | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
|
|
||||||||||
| % variance | ||||||||||
| # of | explained | Incremental | % increase | |||||||
| Measures | items | b | β | p | (R2) | b | β | p | R2† | in R2†† |
| ARMS-D total | 11 | 0.10 | 0.23 | 0.001 | 5.5 | 0.07 | 0.16 | 0.005 | 2.4** | 12.5 |
| ARMS-D medication taking | 7 | 0.13 | 0.21 | 0.002 | 4.2 | 0.09 | 0.14 | 0.017 | 1.9** | 9.9 |
| ARMS-D refill | 4 | 0.21 | 0.21 | 0.001 | 4.4 | 0.14 | 0.14 | 0.009 | 1.9** | 9.9 |
| SDSCA-MS | 2 | −0.17 | −0.14 | 0.024 | 2.1 | −0.15 | −0.12 | 0.030 | 1.5* | 7.8 |
| SDSCA-MS | 1 | −0.18 | −0.15 | 0.027 | 2.1 | −0.15 | −0.11 | 0.045 | 1.4* | 7.3 |
ARMS-D=Adherence to Refills and Medication Schedules for Diabetes, b=unstandardized regression coefficients, β=standardized regression coefficients, HbA1C=point-of-care hemoglobin A1C, p=probability value, SDSCA-MS=Summary of Diabetes Self-Care Activities medications subscale.
Covariates: age, race, diabetes duration, and insulin status; covariates only R2 = 19.2
p<0.001,
p<0.01,
p<0.05.
Unique contribution of the adherence measure to variance explained in an adjusted model.
Percent increase in the variance explained by the addition of the adherence measure to the covariates only; [(incremental R2) / (covariates only R2)].