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Predictors of the Intention to Stop Using Smart Devices at Bedtime Among University Students in Saudi Arabia: Cross-Sectional Survey

Predictors of the Intention to Stop Using Smart Devices at Bedtime Among University Students in Saudi Arabia: Cross-Sectional Survey

The second section examined participants’ smart device usage during bedtime during the past month. Questions covered the type of smart device most frequently used, the average frequency of use per week, time spent on the device at bedtime (ie, categorized as “less than 2 hours” or “3 hours or more”), usage after lights were turned off, the use of headphones, and other related behaviors.

Manal Almalki

JMIR Form Res 2025;9:e67223

Role of Tailored Timing and Frequency Prompts on the Efficacy of an Internet-Delivered Stress Recovery Intervention for Health Care Workers: Randomized Controlled Trial

Role of Tailored Timing and Frequency Prompts on the Efficacy of an Internet-Delivered Stress Recovery Intervention for Health Care Workers: Randomized Controlled Trial

To conclude, setting usage goals and delivering tailored prompts could be a way to promote the engagement of health care workers and consequently increase the efficacy of the internet-delivered stress recovery intervention. In this study, we aimed to test whether the inclusion of tailored prompts aimed at achieving usage goals can increase the efficacy of an ICBT stress recovery intervention for health care workers in a randomized controlled trial (RCT).

Auguste Nomeikaite, Odeta Gelezelyte, Maria Böttche, Gerhard Andersson, Evaldas Kazlauskas

JMIR Ment Health 2025;12:e62782

Satisfaction and Usability of a Commercially Available Medication Adherence App (Medisafe) Among Medically Underserved Patients With Chronic Illnesses: Survey Study

Satisfaction and Usability of a Commercially Available Medication Adherence App (Medisafe) Among Medically Underserved Patients With Chronic Illnesses: Survey Study

As part of this RCT, participants assigned to the intervention arm provided feedback and usage data regarding their experience using the Medisafe app [32]. This manuscript presents the summaries of the perceptions of patients enrolled in the intervention arm of the RCT regarding the usefulness of and satisfaction with the app features after 1 month of use.

Christa Hartch, Mary S Dietrich, B Jeanette Lancaster, Shelagh A Mulvaney, Deonni P Stolldorf

JMIR Hum Factors 2025;12:e63653

Unveiling Usage Patterns and Explaining Usage of Symptom Checker Apps: Explorative Longitudinal Mixed Methods Study

Unveiling Usage Patterns and Explaining Usage of Symptom Checker Apps: Explorative Longitudinal Mixed Methods Study

With regard to the limited understanding of the SCA usage context, it seems beneficial to explore how the extended version of the Andersen model, a well-established framework in health care usage research, can provide insights into this aspect. The Andersen model [28] incorporates three dimensions to analyze the factors influencing health care usage.

Anna-Jasmin Wetzel, Christine Preiser, Regina Müller, Stefanie Joos, Roland Koch, Tanja Henking, Hannah Haumann

J Med Internet Res 2024;26:e55161

Intention to Seek Mental Health Services During the 2022 Shanghai COVID-19 City-Wide Lockdown: Web-Based Cross-Sectional Study

Intention to Seek Mental Health Services During the 2022 Shanghai COVID-19 City-Wide Lockdown: Web-Based Cross-Sectional Study

Our findings also indicate that individuals with different characteristics, experiences, or symptoms may have different preferences and care usage intentions. Therefore, the coproduction of digital mental health services is crucial for developing person-centered care [59,60]. This study has several limitations. First, the study used an online survey platform for survey administration, and most of the respondents were young and educated.

Lingzi Luo, Gen Li, Weiming Tang, Dan Wu, Brian Hall

JMIR Form Res 2024;8:e51470

Assessment of Acceptability, Usage, and Impact on Caregivers of Children With Autism’s Stress and Mindfulness: Multiple-Method Feasibility Study of the 5Minutes4Myself App’s Mindfulness Module

Assessment of Acceptability, Usage, and Impact on Caregivers of Children With Autism’s Stress and Mindfulness: Multiple-Method Feasibility Study of the 5Minutes4Myself App’s Mindfulness Module

We aimed to examine the app’s usability, caregivers’ usage of mindfulness content, and the effect of mindfulness meditations on participants’ postparticipation levels of mindfulness and perceived stress. We recognized that other components of the 5 Minutes4 Myself wellness program may also have influenced perceived stress levels.

Elizabeth Larson, Rebecca L Mattie, Sophia A Riffkin

JMIR Hum Factors 2024;11:e54171

Health Care Worker Usage of Large-Scale Health Information Exchanges in Japan: User-Level Audit Log Analysis Study

Health Care Worker Usage of Large-Scale Health Information Exchanges in Japan: User-Level Audit Log Analysis Study

As there are no studies analyzing the audit logs of multiple HIEs in Japan at the user level, the usage of HIE by individual users or medical institutions remains unknown. The primary objective of this study was to clarify the extent to which query-based exchange is used by individual health care workers and institutions in large-scale HIEs in Japan by analyzing audit logs at the user level.

Jun Suzumoto, Yukiko Mori, Tomohiro Kuroda

JMIR Med Inform 2024;12:e56263