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Understanding Longitudinal Ecological Momentary Assessment Completion: Results From 12 Months of Burst Sampling in the TIME Study

Understanding Longitudinal Ecological Momentary Assessment Completion: Results From 12 Months of Burst Sampling in the TIME Study

Additionally, time-varying factors such as affect, social context, and time of day have been found to predict EMA compliance [15]. Completion also decays over time, with gradual drop-offs or sudden declines [13]. This complicates separating true change from artifactual patterns. It is important to note that most EMA studies are relatively short-term, typically lasting from a few days to several weeks, with some extending to a few months [12].

Tyler Prochnow, Wei-Lin Wang, Shirlene Wang, Jixin Li, Alexander J Rothman, Stephen S Intille, Donald Hedeker, Genevieve F Dunton

JMIR Mhealth Uhealth 2025;13:e67117


Compliance With Bowel Preparation and Its Influencing Factors in Patients Undergoing Colonoscopy: Cross-Sectional Study

Compliance With Bowel Preparation and Its Influencing Factors in Patients Undergoing Colonoscopy: Cross-Sectional Study

Current research predominantly evaluated compliance through single-dimensional metrics such as laxative consumption or dietary compliance, failing to holistically evaluate the full-process compliance, which includes dietary management, fluid intake restrictions, medication dosage, timing, and duration of medication use [21,22]. This study aims to evaluate the holistic compliance with bowel preparation instructions among patients undergoing colonoscopy and its multidimensional influencing factors in China.

Huan Jiang, Chuanhui Li, Bing Hu, Yi Mou

Interact J Med Res 2025;14:e77189


How AI-Based Digital Rehabilitation Improves End-User Adherence: Rapid Review

How AI-Based Digital Rehabilitation Improves End-User Adherence: Rapid Review

Although the terms compliance and adherence are different in some ways, the 2 words are used interchangeably by medical professionals [18]. Compliance or adherence guarantees that there is willing, cooperative, and engaged interaction between the client and the health care provider [19]. Several factors and explanations contribute to the complexity of compliance or adherence to rehabilitation.

Mahsa MohammadNamdar, Michael Lowery Wilson, Kari-Pekka Murtonen, Eeva Aartolahti, Michael Oduor, Katariina Korniloff

JMIR Rehabil Assist Technol 2025;12:e69763


Ecological Momentary Assessment of Parental Well-Being and Time Use: Mixed Methods Compliance and Feasibility Study

Ecological Momentary Assessment of Parental Well-Being and Time Use: Mixed Methods Compliance and Feasibility Study

Higher compliance with electronic assessments has been found in both adults and children [31]. However, compliance rates can vary. De Vries and Bartels [32] reported an average compliance rate of 72%, ranging from 43% to 95%, while Passini et al [33] reported an average compliance rate of 83%. Factors such as the frequency of prompts and asking repeating questions can affect compliance; studies with higher prompt frequencies tend to have lower compliance rates [30].

Laura Altweck, Samuel Tomczyk

JMIR Form Res 2025;9:e67451


Association Between Social Distancing Compliance and Public Place Crowding During the COVID-19 Pandemic: Cross-Sectional Observational Study Using Computer Vision to Analyze Surveillance Footage

Association Between Social Distancing Compliance and Public Place Crowding During the COVID-19 Pandemic: Cross-Sectional Observational Study Using Computer Vision to Analyze Surveillance Footage

However, the mitigating effect of these measures obviously depends on public compliance, which might be limited since people often do not adhere to health recommendations [2]. Consequently, public health agencies and researchers have closely monitored adherence to COVID-19 measures throughout the pandemic, tracking both compliance levels and influencing factors. A primary research instrument for these evaluations has been repeated surveys [3].

Lasse Suonperä Liebst, Wim Bernasco, Peter Ejbye-Ernst, Nigel van Herwijnen, Thomas van der Veen, Dennis Koelma, Cees G M Snoek, Marie Rosenkrantz Lindegaard

JMIR Public Health Surveill 2025;11:e50929


Ensuring General Data Protection Regulation Compliance and Security in a Clinical Data Warehouse From a University Hospital: Implementation Study

Ensuring General Data Protection Regulation Compliance and Security in a Clinical Data Warehouse From a University Hospital: Implementation Study

These include deidentification processes, stringent access controls, safeguards against cyberattacks, regulatory compliance, and governance structures defining authorized users and use parameters. However, these proposals remain theoretical and lack national-level recommendations. In France, the implementation of CDWs must align with the CNIL CDW framework, which sets rigorous standards to ensure GDPR compliance while enabling the seamless reuse of health data in a competitive environment.

Christine Riou, Mohamed El Azzouzi, Anne Hespel, Emeric Guillou, Gouenou Coatrieux, Marc Cuggia

JMIR Med Inform 2025;13:e63754