Research Article
Situational Awareness and Proactive Engagement Predict Higher Time in Range in Adolescents and Young Adults Using Hybrid Closed-Loop
Table 4
Final multivariate model predicting day-by-day time in range (70–180 mg/dl and 3.9–10.0 mmol/L) in adolescents and young adults with type 1 diabetes.
| | Prediction of same-day TIR | Prediction of next-day TIR | Effect size (r) | t | | Effect size (r) | t | |
| % Underestimate glucose (Q2) | −0.22 | −2.73 | 0.007 | | | | # CGM alerts received/day | −0.31 | −3.43 | <0.001 | −0.29 | −2.71 | 0.008 | % CGM alerts acknowledged | +0.20 | 2.31 | 0.02 | | | | Mean # pump engagements/day | −0.27 | −3.00 | 0.003 | −0.24 | −2.59 | 0.011 | # Boluses given/day | | | | +0.28 | 3.31 | 0.001 | % Boluses that included carb entry | +0.49 | 5.75 | <0.001 | +0.49 | 4.89 | <0.001 |
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