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The Mann-Kendall trend test was applied to identify significant trends in monthly incidence. Temporally weighted analyses were used to identify any changes in users’ discussions and comments regarding BCI technologies over time.
To better understand the context of topics within the complex discussion regarding BCI in X, we used the BERTopic tool [28] to conduct a topic modeling analysis.
JMIR Form Res 2025;9:e60859
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Media portrayal and representation influence thoughts, behaviors, and actions toward certain groups, ideas, and phenomena, that is, the “[m]edia, in short, [is] central to what ultimately come to represent our social realities” [4]. This connection has been studied across many demographic categories and aspects of social reality.
JMIR Form Res 2025;9:e70853
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Situation
Pediatric Emergency Care Applied Research Network (PECARN) contracts Academic Life in Emergency Medicine (ALi EM) for social media management (M)
Integration of interdisciplinary and intergenerational members (BD)
PECARN Champion (BE)
Team lead with expertise and connections (AI)
Creation of a dissemination working group (F)
Securing funding for dissemination (AO)
Recruitment of Twitter-savvy users to the team (A)
P3 Project (1)
Priorities
Preemptive education on responding to negative feedback (O1)
JMIR Form Res 2025;9:e59481
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