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Understanding Appropriation of Digital Self-Monitoring Tools in Mental Health Care: Qualitative Analysis

Understanding Appropriation of Digital Self-Monitoring Tools in Mental Health Care: Qualitative Analysis

Reference 11: Evaluating information systems: an appropriation perspective(http://www.jstor.org/stable Reference 26: Using experience sampling methods to support clinical management of psychosis: the perspectiveperspective

Lena de Thurah, Glenn Kiekens, Jeroen Weermeijer, Lotte Uyttebroek, Martien Wampers, Rafaël Bonnier, Inez Myin-Germeys

JMIR Hum Factors 2025;12:e60096

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Investigating Reddit Data on Type 2 Diabetes Management During the COVID-19 Pandemic Using Latent Dirichlet Allocation Topic Modeling and Valence Aware Dictionary for Sentiment Reasoning Analysis: Content Analysis

Investigating Reddit Data on Type 2 Diabetes Management During the COVID-19 Pandemic Using Latent Dirichlet Allocation Topic Modeling and Valence Aware Dictionary for Sentiment Reasoning Analysis: Content Analysis

These data supports our finding that discussions among people with T2 D on Reddit offer insights from a holistic perspective, considering various aspects of a person’s life related to their disease. For all posts in the dataset, the mean compound sentiment score as per the VADER algorithm was 0.23 (95% CI, 0.23‐0.24). As this score is above the threshold of 0.05, we conclude that, on an average, posts in the Reddit communities for people with diabetes were positive.

Meghan Nagpal, Niloofar Jalali, Diana Sherifali, Plinio Morita, Joseph A Cafazzo

JMIR Form Res 2025;9:e51154

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Cross-Cultural Sense-Making of Global Health Crises: A Text Mining Study of Public Opinions on Social Media Related to the COVID-19 Pandemic in Developed and Developing Economies

Cross-Cultural Sense-Making of Global Health Crises: A Text Mining Study of Public Opinions on Social Media Related to the COVID-19 Pandemic in Developed and Developing Economies

Moreover, to the best of our knowledge, this is the first empirical investigation that systematically examines public discourse on X during the COVID-19 pandemic across Egypt, Italy, and the United Kingdom, offering a comparative perspective. A wide range of research on the COVID-19 pandemic, which draws upon X datasets, has been conducted. A recent study proposed several algorithms to estimate work engagement.

Adham Kahlawi, Firas Masri, Wasim Ahmed, Josep Vidal-Alaball

J Med Internet Res 2025;27:e58656

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Digital Transformation of Rheumatology Care in Germany: Cross-Sectional National Survey

Digital Transformation of Rheumatology Care in Germany: Cross-Sectional National Survey

In particular, the patient perspective is critical to ensuring that DHTs actually improve health care, meets patient needs, and builds patient trust in the use of DHTs. Thus, the aim of this study was to explore the current acceptance, use, and preferences regarding DHTs among patients in rheumatology care in Germany. To explore the patients’ perspectives and preferences regarding digital health systems in rheumatology care, we recruited rheumatology patients in 3 outpatient clinics.

Susann May, Robert Darkow, Johannes Knitza, Katharina Boy, Philipp Klemm, Martin Heinze, Nicolas Vuillerme, Pascal Petit, Patricia Steffens-Korbanka, Heike Kladny, Johannes Hornig, Peer Aries, Martin Welcker, Felix Muehlensiepen

J Med Internet Res 2025;27:e52601

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Using Active and Passive Smartphone Data to Enhance Adolescents’ Emotional Awareness in Forensic Outpatient Setting: A Qualitative Feasibility and Usability Study

Using Active and Passive Smartphone Data to Enhance Adolescents’ Emotional Awareness in Forensic Outpatient Setting: A Qualitative Feasibility and Usability Study

According to clinicians (n=2), the external dashboard offers adolescents a different perspective on their emotions and behavior compared with discussions with the clinician: ...Well, I think it was really helpful for them to see that, and it helps me, too. I can say, “you should do more in a day instead of just gaming,” because then you might sleep better. When they see the data themselves, it’s not only the stupid psychologist who says it, but it is also on a screen in front of you.

Merel M L Leijse, Levi van Dam, Tijs Jambroes, Amber Timmerman, Arne Popma

JMIR Form Res 2024;8:e53613

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