e.g. mhealth
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Perspectives and Experiences With Large Language Models in Health Care: Survey Study
Specifically, we aim to (1) investigate users’ uptake, perceptions, and experiences regarding LLMs in health care and (2) contextualize survey responses by demographics and professional profiles.
This study is reported according to the Consensus-Based Checklist for Reporting of Survey Studies (Multimedia Appendix 1) [28].
J Med Internet Res 2025;27:e67383
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As such, the objectives of this study are to (1) survey men (H-MSM, GBQ+ men, and concordant heterosexual men) in Canada, the United States, and the United Kingdom to gain greater insights into how demographics, identity development, attraction, behavior, technology use, relationship negotiation and communication skills, and Pr EP and life satisfaction relate to each other and (2) interview H-MSM about the constructs measured in the survey.
JMIR Res Protoc 2025;14:e66897
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Individual fraudsters may falsify responses to mimic what they perceive as desirable survey answers in order to receive survey incentives [31,34]. “Click farms” groups that purposefully search for surveys with financial incentives may also contribute to invalid responses [31]. Scammers may take surveys multiple times, slightly altering their answers to appear like unique participants [31,34,35].
J Med Internet Res 2025;27:e63687
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A prospective cross-sectional survey study was conducted in France using a declarative survey from December 1, 2023 to April 30, 2024.
JMIR Med Inform 2025;13:e63709
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Engagement with the chatbot was measured by the number of total texts, number of questions asked, and survey response rates. Questions were classified by content category (maternal, baby, lactation, and social work) and by whether the question was prompted or unprompted. Prompted questions were defined as questions related to a previous message (ie, “Remember you can ask me questions about your health or baby”) or directly following another interaction.
JMIR AI 2025;4:e58454
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A national survey conducted in 2018 by the Italian Society of Travel Medicine and Migrations (SIMVIM) underlined the operational dynamics, challenges, and potential avenues for the evolution of Italian Travel Medicine Ambulatories [14].
A total of 79 travel medicine ambulatories participated in the survey nationwide. These clinics, on average, allocate about 10 hours per week to their services, corresponding to approximately 18 users each week.
JMIR Res Protoc 2025;14:e59511
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Data from the 2022 National Health Interview Survey indicate that the percentage of adults with anxiety and depression symptoms increased from 15.6% to 18.2% and 18.5% to 21.4%, respectively, between 2019 and 2022 [2]. Depression and anxiety can manifest as fatigue, difficulty concentrating, problems sleeping, or changes in appetite and negatively affect daily life [3,4].
Interact J Med Res 2025;14:e70626
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A mixed methods design was used in which all consenting participants completed the e CHECKUP TO GO program (alcohol version) and an electronically administered, anonymous feedback survey. Immediately after completing the feedback survey, a subset of participants volunteered to participate in a 20-minute focus group discussion designed to expound on the content of the survey. The focus group was facilitated by two members (ES and LH) of the research team and was audio-recorded and transcribed for analysis.
JMIR Form Res 2025;9:e67637
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In a large telephone survey, 72% of German respondents with chronic pain stated using nonprescribed NSAID [10]. If taken on a long-term basis, NSAID may lead to renal insufficiency, gastrointestinal damages and cardiovascular events. Furthermore, the rise of opioid prescriptions for CNCP is observed with concern in Germany, even though there are no signs for an opioid epidemic [11].
JMIR Res Protoc 2025;14:e66335
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Authors’ Reply: Enhancing AI-Driven Medical Translations: Considerations for Language Concordance
survey
JMIR Med Educ 2025;11:e71721
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