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Effect size dz = 0.39
α err prob = 0.05
Input: Tail(s) = 2
Power (1-β err prob) = 0.80
Output: Noncentrality parameter δ = 2.8659030
Critical t= 2.0057460
Df = 53
Total sample size = 54
Actual power = 0.8033525
The principal investigator (PI) and co-investigators (telenurses) received training in telenursing such as communication and behavior modification techniques, and self-management skills on diabetes including blood sugar control and foot care.
JMIR Res Protoc 2025;14:e71849
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Results of t tests (2-tailed) and χ2 tests showed no significant differences in the demographics and outcomes between the chatbot and control groups and between those who received and did not receive notifications. Table 1 summarizes the demographic characteristics of the participants.
CONSORT (Consolidated Standards of Reporting Trials) diagram of study flow.
Participant characteristics.
a The average conversion rate during the study was 1 HKD=US $0.13.
J Med Internet Res 2025;27:e70436
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Changes in the Patient Activation Measure, communication quality with providers, and kidney knowledge were determined with paired t tests. The Mc Nemar test for binary paired data was used to ascertain changes in the perceived risk of kidney disease and the concern for developing kidney disease.
JMIR Form Res 2025;9:e56855
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In a robust version of this hierarchical model, we specified the true study effects as arising from a t-distribution (with estimated df) to increase robustness against potential outliers. We chose vaguely informative default priors for all model parameters and conducted prior sensitivity analyses. Multimedia Appendix 4 [20] provides more details. All models were estimated using Hamiltonian Monte Carlo sampling [30].
J Med Internet Res 2025;27:e63111
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