e.g. mhealth
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Technology Acceptance Model in Medical Education: Systematic Review
The MERSQI was not designed for use in qualitative studies. Therefore, these studies will not be assessed using the MERSQI.
A systematic literature retrieval and analysis was methodically executed across 5 authoritative databases (Embase, MEDLINE, Psyc INFO, Pub Med, and Web of Science), yielding 580 records. The PRISMA checklist informed the review protocol and is depicted in the flow diagram in Figure 1.
JMIR Med Educ 2025;11:e67873
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The first 2 phases of the project focused on gathering quantitative and qualitative data on patterns of methamphetamine use and risk and protective factors for use [15], while the latter 2 phases focused on using that information to inform the development of culturally appropriate and strengths-based prevention and treatment interventions to reduce methamphetamine related harm [16].
JMIR Form Res 2025;9:e58369
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In an exploratory case study, we asked Chat GPT (Chat GPT-4o and Chat GPT-o1) to synthesize two datasets: one qualitative and one quantitative, inspired by existing real-world datasets the authors had previously analyzed. The generation of synthetic datasets and subsequent data analysis took place in October and November of 2024.
JMIR Form Res 2025;9:e73248
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The objective of this qualitative study was to use PRISM as the conceptual framework to examine the fit of the National DPP delivered digitally using Zoom or Facebook (Meta Platforms, Inc) to rural living adults at risk for type 2 diabetes.
JMIR Form Res 2025;9:e70406
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For example, Tenderich et al [16] used qualitative methods to describe T1 D-related content on various SM platforms, having 6 main themes: humor, diabetic pride, getting personal with diabetes tech, tips and tricks, building community, and venting . Holtz and Kanthawala also qualitatively reviewed SM posts, focusing on Instagram (Meta) posts about T1 D, finding more positive than negative sentiment in posts, and that self-disclosure of diabetes was associated with increased post engagement [17].
JMIR Diabetes 2025;10:e69243
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Next, we conducted a qualitative thematic analysis of the comments under each topic for each subreddit. We did a deep reading of the comments, paying special attention to whether or how these comments translate into statements of position and identity for each subreddit. During this step, we also critically assessed the validity of computational output, based on the patterns identified from our qualitative analysis [19].
We followed Braun and Clarke’s [29,30] method for thematic analysis.
J Med Internet Res 2025;27:e67968
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We were strictly interested in qualitative studies that explored experiences with WPV among bedside registered nurses from racial and ethnic minority groups. The initial search included the terms “nurses,” “violence,” “harassment,” “hospitals,” and “qualitative.” From here, we identified potentially relevant articles based on title and abstract screening and eliminated articles that were duplicates or not relevant based on full-text review.
Asian Pac Isl Nurs J 2025;9:e67029
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This design incorporated simultaneous collection and analysis of both quantitative and qualitative data for confirmation and hypothesis testing. Quantitative data analysis was the primary method, examining a priori constructs that could impact online tool use. The qualitative data expanded upon the quantitative findings, such that it provided a deeper understanding of the relationship between a priori constructs and online tool use.
JMIR Hum Factors 2025;12:e60628
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A convergent unblinded mixed method study design in which qualitative and quantitative data are used in multiple phases and merged and analyzed equally for an interactive approach [27]. Qualitative and quantitative investigations will take place before and after the implementation of the therapeutic communication training at the acute admission ward. Additional quantitative data is retrieved at a general ward.
JMIR Res Protoc 2025;14:e65795
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Hybrid Hospital-at-Home Program in Singapore: Ethnographic Study
An ethnographic qualitative research design was used to explore experiences encountered by patients and caregivers in a Ha H program. Different sources (ie, observations, field notes, and interviews with patients and caregivers) were used to triangulate data and provide a corroborated understanding of the experience of Ha H within the Singapore context, enhancing the dependability of this study’s findings [28].
J Med Internet Res 2025;27:e66107
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