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narrative story to provide sufficient content (BA)
Priority list of timely content for tweets such as newly published PECARN studies with icons to assist readers (AG)
Iterative operation manual with protocols and policies to align with stakeholders and unexpected obstacles (S, T, Y)
Developing approach to unexpected events and outside-of-scope requests (O, AD, AM, AU)
Outcomes
Development of analytic metrics with dashboard monitoring (Q)
Increasing and broadening followership for Twitter account (AK, AX, K, P)
JMIR Form Res 2025;9:e59481
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Statistical significance was accepted as P
All identifiable information, such as individuals’ names and personal details, was removed from the completed transcripts. NVivo (version 12; QRS International) was used to manage and store data, which were analyzed according to the principles of interpretive reflexive thematic analysis using the approach described by Braun and Clarke [38] to identify and report themes.
J Med Internet Res 2025;27:e75845
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Among the socioeconomic variables, sex stood out, with a higher probability of women belonging to the skeptical group (OR 1.699; 95% CI (1.187-2.433); P=.004). In addition, both the education and income level variables acted in a similar way—the higher the level of education and income, the lower the probability of belonging to the skeptical group, adding also, in the case of educational level, a lower probability of belonging to the hesitant group.
JMIR Infodemiology 2025;5:e69945
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Two metrics of app use before abandonment were even more heavily right skewed—use of the self-monitoring and education features—so they were recoded as binary (
Participant descriptive characteristics.
a N/A: not applicable.
b Italicized values indicate P
c Not compared across groups due to small cell sizes.
JMIR Mhealth Uhealth 2025;13:e51707
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