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Virtual Diabetes Prevention Program Tailored to Increase Participation of Black and Latino Men: Protocol for a Randomized Controlled Trial

Virtual Diabetes Prevention Program Tailored to Increase Participation of Black and Latino Men: Protocol for a Randomized Controlled Trial

The P values from Wald tests of the null hypothesis of no difference between arms will also be shown. Missing scale weights will be principally managed using multiple imputations by chained equations. Any unexpected missing engagement and retention data will be dealt with first by excluding cases with missing data from analysis and second by using multiple imputation procedures. If these approaches yield differing outcomes, both will be reported in our outcome paper.

Earle C Chambers, Elizabeth A Walker, Clyde Schechter, Eric Gil, Terysia Herbert, Katelyn Diaz, Jeffrey Gonzalez

JMIR Res Protoc 2025;14:e64405

Research Dissemination Strategies in Pediatric Emergency Care Using a Professional Twitter (X) Account: A Mixed Methods Developmental Study of a Logic Model Framework

Research Dissemination Strategies in Pediatric Emergency Care Using a Professional Twitter (X) Account: A Mixed Methods Developmental Study of a Logic Model Framework

narrative story to provide sufficient content (BA) Priority list of timely content for tweets such as newly published PECARN studies with icons to assist readers (AG) Iterative operation manual with protocols and policies to align with stakeholders and unexpected obstacles (S, T, Y) Developing approach to unexpected events and outside-of-scope requests (O, AD, AM, AU) Outcomes Development of analytic metrics with dashboard monitoring (Q) Increasing and broadening followership for Twitter account (AK, AX, K, P)

Gwendolyn C Hooley, Julia N Magana, Jason M Woods, Shyam Sivasankar, Lauren VonHoltz, Anita R Schmidt, Todd P Chang, Michelle Lin

JMIR Form Res 2025;9:e59481

Use, Usability, and Experience Testing of a Digital Health Intervention to Support Chronic Kidney Disease Self-Management: Mixed Methods Study

Use, Usability, and Experience Testing of a Digital Health Intervention to Support Chronic Kidney Disease Self-Management: Mixed Methods Study

Statistical significance was accepted as P All identifiable information, such as individuals’ names and personal details, was removed from the completed transcripts. NVivo (version 12; QRS International) was used to manage and store data, which were analyzed according to the principles of interpretive reflexive thematic analysis using the approach described by Braun and Clarke [38] to identify and report themes.

Courtney J Lightfoot, Thomas J Wilkinson, Roseanne E Billany, Gurneet K Sohansoha, Noemi Vadaszy, Ella C Ford, Melanie J Davies, Thomas Yates, Alice C Smith, Matthew P M Graham-Brown

J Med Internet Res 2025;27:e75845

Effectiveness of Digital Behavioral Activation Interventions for Depression and Anxiety: Systematic Review and Meta-Analysis

Effectiveness of Digital Behavioral Activation Interventions for Depression and Anxiety: Systematic Review and Meta-Analysis

A random-effects model was used, statistical heterogeneity was assessed using the I2 test statistic, and the level of significance was set at P≤.05. All analyses were conducted using Rev Man (version 5; The Cochrane Collaboration).

Eric Jia, Jushawn Macon, Michelle Doering, Joanna Abraham

J Med Internet Res 2025;27:e68054

Measurement, Characterization, and Mapping of COVID-19 Misinformation in Spain: Cross-Sectional Study

Measurement, Characterization, and Mapping of COVID-19 Misinformation in Spain: Cross-Sectional Study

Among the socioeconomic variables, sex stood out, with a higher probability of women belonging to the skeptical group (OR 1.699; 95% CI (1.187-2.433); P=.004). In addition, both the education and income level variables acted in a similar way—the higher the level of education and income, the lower the probability of belonging to the skeptical group, adding also, in the case of educational level, a lower probability of belonging to the hesitant group.

Javier Alvarez-Galvez, Carolina Lagares-Franco, Esther Ortega-Martin, Helena De Sola, Antonio Rojas-García, Paloma Sanz-Marcos, José Almenara-Barrios, Angelos P Kassianos, Ilaria Montagni, María Camacho-García, Maribel Serrano-Macías, Jesús Carretero-Bravo

JMIR Infodemiology 2025;5:e69945

Feasibility of Data Collection Via Consumer-Grade Wearable Devices in Adolescent Student Athletes: Prospective Longitudinal Cohort Study

Feasibility of Data Collection Via Consumer-Grade Wearable Devices in Adolescent Student Athletes: Prospective Longitudinal Cohort Study

The photoplethysmogram sensor uses green and red light-emitting diodes along with a photodiode to measure blood volume changes in the microvasculature of the skin, allowing for the estimation of heart rate and blood oxygen saturation. The optical heart rate sensor uses a combination of green and infrared light-emitting diodes to capture heart rate data through the measurement of blood flow variations.

Danielle Ransom, Brant Tudor, Sarah Irani, Mohamed Rehman, Stacy Suskauer, P Patrick Mularoni, Luis Ahumada

JMIR Form Res 2025;9:e54630

AI-Powered Drug Classification and Indication Mapping for Pharmacoepidemiologic Studies: Prompt Development and Validation

AI-Powered Drug Classification and Indication Mapping for Pharmacoepidemiologic Studies: Prompt Development and Validation

While the counts of each grade will be provided, formal inference to the full population of 12,294 daily dose strings focused on p, the proportion of at least mostly correct grades (ie, grades of 1 or 2) in this population. This focused the presentation of performance on a meaningful criterion while reducing inferential complexity. The finite population sampling estimate of p is the sample proportion of outputs that are at least mostly correct in the chosen sample of n.

Benjamin Ogorek, Thomas Rhoads, Eric Finkelman, Isaac R Rodriguez-Chavez

JMIR AI 2025;4:e65481