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Skip search results from other journals and go to results- 1474 Journal of Medical Internet Research
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Data analysis for counts, proportions, and PSEs was conducted using R (version 4.0.5; R Foundation for Statistical Computing). PSEs and credible intervals (CRIs) for 2-source capture-recapture (2 S-CRC) and 3 S-CRC were derived using a Bayesian nonparametric latent-class model in the shinyrecap package [18]. Size estimation was based on the number of participants overlapping (or recaptured) across capture events.
JMIR Public Health Surveill 2025;11:e66551
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Data were analyzed using Jamovi version 2.4.14 developed by Love, Droppman, and Selker [36,37] and R Studio, developed by Posit PBC [37]. All Likert scale data were appropriately aggregated in treatment and control arms and recalibrated to scales from 1 to 10 for self-efficacy, and 1-7 for trust, satisfaction, and usability.
The Mann-Whitney U test was used to assess differences in primary and secondary outcome variables. This nonparametric test is robust to the distribution of the outcome data.
JMIR Diabetes 2025;10:e63503
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Two research team members will perform qualitative data coding with the aid of the R-QDA [38]. Discrepancies will be discussed to achieve intercoder agreement. Codes and quotations will be arranged into focused themes (ie, thematic content analysis) to develop the mixed methods data inventory [39]. Codes and themes will be based on the purpose of this component (ie, explaining the RCT preliminary efficacy outcome) and on theoretical constructs of the PBM.
JMIR Res Protoc 2025;14:e66517
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At each phase in this cycle, learnings inform what are referred to as “core elements” that underpin all aspects of the research and development (R&D) process, including the overarching program theory, contextual factors, stakeholder engagement, and intervention refinements.
J Med Internet Res 2025;27:e65705
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