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The four variables are (1) gender: male (M), female (F); (2) age: 8, data were further partitioned by age (data not shown). However, none of the profile identities from the unsupervised clustering methods include the only behavioral factor (ie, HIV risk group), which we believe is important to include as it is a modifiable factor. Therefore, we decided to extract DBPs based on their frequency, as explained above, instead of using unsupervised clustering.
JMIR Public Health Surveill 2025;11:e65573
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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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