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Among stable periods, t tests comparing the SMAPE of these 4 models (Figure 3) showed that the average SMAPE at 11.6% for multivariate TFT was significantly lower than the SMAPE for univariate TFT at 13.2% (P=.01), for VARIMA at 16.4% (P=.002), and for ARIMA at 14.8% (P=.003) of the same data. Univariate TFT also outperformed VARIMA (P=.03), while there was no significant difference between VARIMA and ARIMA.
J Med Internet Res 2025;27:e67156
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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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There are certain items that authors need to report for the assessors to mark the CREATE tool. While appraising the included studies in this review, we found that many of these items had not been reported and a further inquiry with the corresponding authors was necessary to access that information. This could have been due to the lack of any guidance on reporting of Indigenous research.
J Med Internet Res 2025;27:e57019
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