e.g. mhealth
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The inclusion criteria are as follows: studies (wide range of study designs or methods) involving stakeholders or systems related to vaccine distribution, in the English language, and with a time frame of 2019-2023. The exclusion criteria are as follows: papers that do not specify any LMIC-relevant context; do not discuss ethical issues, health equity, or decision-making implications; are published in languages other than English; or are not accessible in full text.
JMIR Res Protoc 2025;14:e76634
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The Behaviour Change Wheel (BCW) was used to design the program based on unique behavioral, population, and setting characteristics [9,10], linking evidence-based intervention functions and digital coaching methods to a behavioral model at the core. This core model was the capability, opportunity, motivation, and behavior (COM-B) model, the second framework used, which helped us understand behaviors in terms of their determinants, further linking them to BCTs as their implementation strategies.
JMIR Form Res 2025;9:e73807
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Research using online information and leveraging methods to work efficiently with large datasets of user-generated text has the potential to accelerate knowledge generation and offer meaningful insights into online behaviors and changing interests related to abortion.
JMIR Infodemiology 2025;5:e72771
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Pairwise Markov random fields and directed acyclic graphs are the most used methods in the psychopathological sciences [18]. Pairwise Markov random fields (Ising model and Gaussian graphical model) involve undirected models used to represent conditional dependence or independence between pairs of variables and are constructed using local conditional probability distributions [18].
JMIR Cancer 2025;11:e66087
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Mental Health Care Guidelines for Telemedicine During the COVID-19 Pandemic: Scoping Review
While formal, continuing, and organizational education was discussed as a topic (n=17) [7, 11, 16-18, 25, 27, 34, 36, 37, 45, 46, 63, 64, 66, 67, 70], the dominant focus of this subtheme was the need for innovative methods to deliver traditional in-person treatments via TMH (n=32) [7, 9-11, 14, 17-19, 24-30, 33, 34, 36-38, 42, 44, 45, 50, 52-56, 58, 66, 67].
JMIR Ment Health 2025;12:e56534
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The components of the study were as follows: (1) Population: nursing students or registered nurses; (2) Intervention: educational programs incorporating core gamification elements (eg, themed games, virtual reality simulations, tabletop games, escape rooms, serious games, etc); (3) Comparison: traditional teaching methods (theoretical lectures) and nongamified e-learning; (4) Outcome: knowledge acquisition, skill performance, learner satisfaction, and evaluation of teaching effectiveness; and (5) Study design
J Med Internet Res 2025;27:e74955
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In particular, latent Dirichlet allocation (LDA), sentiment analysis, and various deep learning methods have been used to extract and discern customer opinions and sentiment polarity on quality dimensions [41,43-45], and identify essential factors that influence customer satisfaction [46,48].
J Med Internet Res 2025;27:e66141
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We will use 95% Cr Is as we will be using Bayesian methods to indicate that SVR is a good surrogate marker for the clinical event. If this cannot be achieved, we will calculate the 80% Cr I and see if the lower limit is above 0.85 [24]. If the lower limit of the 80% Cr I is above 0.85 but not the 95% Cr I, we will consider that SVR may be a good surrogate marker for the clinical event but that there is uncertainty around this conclusion, and further studies are necessary.
JMIR Res Protoc 2025;14:e68113
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Reference 8: Assessing the methods, tools, and statistical approaches in Google Trends research: systematic
J Med Internet Res 2025;27:e75025
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Informed consent was obtained from all participants before their participation in the survey. Participants were provided with a detailed informed consent form outlining the purpose of the study, the duration of the investigation, the procedures, and the potential risks and benefits. They were informed that their participation was voluntary and that they had the right to withdraw at any time without facing any negative consequences.
J Med Internet Res 2025;27:e67947
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