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Assessing the Fit of a Digitally Delivered National Diabetes Prevention Program Among Rural Living Adults: Qualitative Study

Assessing the Fit of a Digitally Delivered National Diabetes Prevention Program Among Rural Living Adults: Qualitative Study

And when she checked, my A1 C was a little high. So she wasn't concerned, but I was. So I saw this advertised in the paper and decided that it was a way to be proactive about staying on top of that. [Female, Facebook] I was already on metformin in the morning and metformin at night when I got this. And now I'm down to one metformin at night and my blood sugar now is at – my A1c is 5.4. So I'm hoping that if I continue on this, I can get off of it completely. [Female, Zoom] I still think – I don't know.

Gerit Wagner, Lyndsie M Koon, Patricia Smith, Kameron B Suire, Mary Hastert, Joseph E Donnelly, Melissa D Olfert, Paul Estabrooks, Anna M Gorczyca

JMIR Form Res 2025;9:e70406

Understanding Safety in Online Mental Health Forums: Realist Evaluation

Understanding Safety in Online Mental Health Forums: Realist Evaluation

Even though you don’t know who each other are it’s safe knowing that other people are going through the same things and they’re almost trusting you as much as you’re trusting them just to open up that little bit to try and get through whatever you’re getting through. The following participant identified that those sharing authentic accounts of mental health challenges would be less likely to judge those going through similar experiences.

Paul Marshall, Neil Caton, Zoe Glossop, Steven Jones, Rachel Meacock, Paul Rayson, Heather Robinson, Fiona Lobban

JMIR Ment Health 2025;12:e75320

User Experiences With Digital Future-Self Interventions in the Contexts of Smoking and Physical Inactivity: Mixed Methods Multistudy Exploration

User Experiences With Digital Future-Self Interventions in the Contexts of Smoking and Physical Inactivity: Mixed Methods Multistudy Exploration

However, beyond one study reporting FSIs as useful to reduce smoking [37] and 2 reporting that future-self imagery can influence affect [42,43], little is known about user experiences with FSIs. Therefore, understanding user experiences is crucial for optimizing FSIs to facilitate smoking cessation and PA promotion.

Kristell M Penfornis, Nele Albers, Willem-Paul Brinkman, Mark A Neerincx, Andrea WM Evers, Winifred A Gebhardt, Eline Meijer

JMIR Form Res 2025;9:e63893

Association of Technology-Related Skills and Self-Efficacy With Willingness to Participate in Heart Failure Telemonitoring: Cross-Sectional Observational Study

Association of Technology-Related Skills and Self-Efficacy With Willingness to Participate in Heart Failure Telemonitoring: Cross-Sectional Observational Study

Specifically, if one (primary) predictor variable is strongly associated with an outcome measure (in this case technological skills with willingness to participate in telemonitoring), then there is little additional variance left to be explained by other predictors, particularly when these other factors are also highly correlated with the primary predictor.

Sharon Cuppen, Mayke van Leunen, Tamara Henken, Mayra Goevaerts, Martijn Scherrenberg, Maarten Falter, Paul Dendale, Hareld Kemps, Willem J Kop

JMIR Form Res 2025;9:e68992

Enhancing the Readability of Online Patient Education Materials Using Large Language Models: Cross-Sectional Study

Enhancing the Readability of Online Patient Education Materials Using Large Language Models: Cross-Sectional Study

Potentially, patients or PEM creators could use these resources to simplify online PEM material, but little is known about the efficacy or safety of this approach, though risks of bias and transparency have been identified [32]. Existing literature on LLM simplification often focuses on institution-specific or topic-specific materials [33-35], which limits the broader applicability of the findings.

John Will, Mahin Gupta, Jonah Zaretsky, Aliesha Dowlath, Paul Testa, Jonah Feldman

J Med Internet Res 2025;27:e69955