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A Human-Centered Approach for a Student Mental Health and Well-Being Mobile App: Protocol for Development, Implementation, and Evaluation

A Human-Centered Approach for a Student Mental Health and Well-Being Mobile App: Protocol for Development, Implementation, and Evaluation

Moreover, Patrick et al [27] argue that traditional research methods and approaches to digital health interventions overall are inadequate for the increasingly data-rich environment of digital health. They propose an “agile science” approach that emphasizes rapid iteration, ongoing computational modeling, and iterative personalization that dynamically address the complexity inherent in human existence.

Maryam Gholami, David Wing, Manas Satish Bedmutha, Job Godino, Anahi Ibarra, Byron Fergerson, Nicole May, Christopher A Longhurst, Nadir Weibel, Anne Duffy, Heidi Rataj, Karandeep Singh, Kevin Patrick

JMIR Res Protoc 2025;14:e68368

Networked Behaviors Associated With a Large-Scale Secure Messaging Network: Cross-Sectional Secondary Data Analysis

Networked Behaviors Associated With a Large-Scale Secure Messaging Network: Cross-Sectional Secondary Data Analysis

This is also reflected in cluster 1’s increased message volume and messaging behavior, most likely highlighting their role in clinical decision-making. However, such a centralized communication structure may also increase physicians’ workload and cognitive burden arising from an increased messaging volume [57]. Similarly, there was one cluster (cluster 4) of nurses and medical assistants who had fewer connections and were not as central within the network.

Laura Rosa Baratta, Linlin Xia, Daphne Lew, Elise Eiden, Y Jasmine Wu, Noshir Contractor, Bruce L Lambert, Sunny S Lou, Thomas Kannampallil

JMIR Med Inform 2025;13:e66544