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Statistical significance was set at P
This study utilized fully anonymized and de-identified datasets, where any personally identifiable information was removed prior to analysis. According to the U.S. Department of Health and Human Services, under the Common Rule (45 CFR 46.102(l)), research involving only de-identified data does not constitute human subjects research, as there is no intervention or interaction with living individuals and no access to identifiable private information.
J Med Internet Res 2025;27:e71211
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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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From the RCT with 451 adolescent girls and young women [12], at month 6, there was no statistical difference in Pr EP adherence between the intervention and control arms (38/179, 21.2% vs 40/184, 21.7%; P=.76), and the authors speculated that this may have been due to a strong effect from the standard support measures (including SMS text messaging), which may have been comparable to the benefits of drug-level feedback.
JMIR Mhealth Uhealth 2025;13:e60819
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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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However, at follow-up, the intervention group showed significantly higher agreement with statements about increased familiarity (83% vs 76%, P=.04), enhanced confidence (92% vs 74%, P=.001), and reduced anxiety (93% vs 75%, P=.002). The VR intervention effectively improved familiarity, boosted confidence, and reduced anxiety in tracheostomy-related skills compared to the regular training.
One study [24] reported no statistical differences among the 3 groups.
JMIR Nursing 2025;8:e68984
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A systematic review and meta-analysis by Di Lorito et al [46] found that such interventions can produce positive effects on cognitive abilities among people with MCI and dementia. Furthermore, Karakose et al [47] conducted a comprehensive bibliometric and science mapping analysis, revealing the evolving landscape of digital addiction research, which is pertinent to understanding user engagement with digital health tools.
JMIR Hum Factors 2025;12:e70177
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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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