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Skip search results from other journals and go to results- 9 JMIR Formative Research
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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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For the quantitative analysis, nurses of a general ward will also be invited enhancing statistical power with a greater number of participants. In both wards, all eligible nurses were invited to participate in the therapeutic communication training during working hours, and they were invited through email to participate in the study. Participants will not receive any compensation and signed an informed consent form before the start of the study.
JMIR Res Protoc 2025;14:e65795
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The study was conducted in 2 phases, data collection using the published Detec’t webcrawler [12,13] developed by Kap Code (Paris, France) to collect antibiotic resistance-related posts and quantitative and qualitative analyses to identify trends and characterize key topics discussed by French speaking users.
Study framework.
A web crawler is an engine that browses through hyperlinks and stores them for future download of associated web pages (identified by the visited hyperlinks) [14].
JMIR Form Res 2025;9:e37160
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Participants found answering the questions every day adequately easy (mean 3.37, SD 1.04; scale: 1=difficult to 5=easy; refer to Tables 3 and 4 for quantitative results from the follow-up questionnaires). Some participants in the follow-up questionnaires (3/57, 5%) and 92% (12/13) interviewees reported a habituation effect because after a while “you already knew what you had to answer” (see Multimedia Appendix 8 for qualitative results from the follow-up questionnaires).
JMIR Form Res 2025;9:e67451
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We collected quantitative data through a cross-sectional standardized questionnaire-based interview (see Multimedia Appendix 1) administered by the research staff with individuals who were previously diagnosed with COVID-19. The questionnaire covered topics on post–COVID-19 symptoms, experience with rehabilitation programs, challenges, preferences, and suggestions for potential interventions.
JMIR Form Res 2025;9:e58436
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We assessed performance through both quantitative and qualitative analyses. Quantitatively, we compared volume differences between AI and VR segmentations and examined factors influencing segmentation accuracy. Qualitatively, expert raters visually evaluated the segmentations using a newly developed protocol, which also enabled us to estimate the time-saving potential of the AI approach.
J Med Internet Res 2025;27:e60887
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We used a mixed methods survey design to obtain information from survey questions, both quantitative and semiqualitative, providing complementary information, within the context of a clinical feasibility trial in an NHS setting [13].
Participants in the PD-Care program feasibility study were offered to participate in this wearable substudy.
JMIR Form Res 2025;9:e63704
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Qualitative and quantitative content analysis codebook, from the mixed methods study of Miners’ Wellness ECHOa participants, July 2018 to September 2019.
a ECHO: Extension for Community Health Outcomes.
b Utterances include statements of expertise, acceptance, and eschewal. Additional details are provided in Tables S1 and S2 in Multimedia Appendix 1.
c Not applicable.
We realize that evaluating others’ acceptance or eschewal can be subjective and difficult to determine by reading transcripts.
JMIR Form Res 2025;9:e67999
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