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 TIRPrediction of next-day TIR
Effect size (r)tEffect size (r)t

% Underestimate glucose (Q2)−0.22−2.730.007
# CGM alerts received/day−0.31−3.43<0.001−0.29−2.710.008
% CGM alerts acknowledged+0.202.310.02
Mean # pump engagements/day−0.27−3.000.003−0.24−2.590.011
# Boluses given/day+0.283.310.001
% Boluses that included carb entry+0.495.75<0.001+0.494.89<0.001

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