Table 3.
Adjusted associations between patient characteristics and app usability.
| Predictors effect (coefficients) | Satisfaction (SUS) | Efficiency (minutes) | Success (%) | Accuracy (%) | |
| Characteristics | Model 1 | Model 2 | Model 3 | Model 4 | |
|
|
Age per 10 years | −0.5 | 0.8a | −4.6b | −2.5 |
|
|
Men vs women | 0.1 | 1.7a | −6.9a | −0.1 |
|
|
>High school vs ≤high schoolc | −6.4a | −1.2 | 10.5b | 0.3 |
|
|
Samsung vs not Samsung | 1.5 | −0.8 | 5.3 | 7.3 |
|
|
Mobile phone comfort | 0.6 | −0.1 | 0.6 | −0.3 |
|
|
Diabetes type 2 vs type 1 | −5.5 | 1.6 | −4.7 | −7.4 |
|
|
Diabetes duration per 10-year diagnosis | 3.6 | 0.5 | −0.1 | −8.5a |
|
|
Insulin duration per 10-year use | −1.3 | 0.6 | −3.1 | 7.1 |
|
|
HbA1cd | 0.4 | −0.2 | 1.8 | 0.7 |
|
|
Blood glucose testing per day | −0.4 | 0.2 | −1.7 | −1.0 |
|
|
Blood glucose testing prescribed per day | −0.2 | −0.2 | 0.9 | −1.2 |
|
|
Motivation (TRSQe) | −0.4 | −0.03 | 0.7 | −0.1 |
| Testing order | −3.9 | −1.2 | 11.2b | 3.6 | |
| App group | 8.4a | −1.3b | 9.8b | 11.1a | |
| Interaction order and app | 8.3 | 0.9 | −11.3 | −0.5 | |
| Adjustedf R2 | .14 | .35 | .31 | .17 | |
aP<.05 statistical significance.
bP<.01 statistical significance.
cHighest completed education was high school or less.
dHbA1c: hemoglobin A1c.
eTRSQ: Treatment Self-Regulation Questionnaire.
fObtained from linear regression model analysis without repeated measures.