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Skip search results from other journals and go to results- 1435 Journal of Medical Internet Research
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Patient characteristics (n=18; 55% women; mean age 49.5, SD 6.91 y) are presented in a previous study [8]. We provide an overview in Table 1; for a detailed summary of each individual, please refer to a previous report [8]. In the sample of patients interviewed, half (9/18, 50%) met the threshold for current unsafe opioid misuse on a validated psychometric scale (COMM [35]).
JMIR Form Res 2025;9:e57212
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Studies also support the use of MI for helping individuals manage a range of medical conditions such as asthma and diabetes [1-3]. A meta-analysis of 119 MI efficacy studies yielded a small but significant effect of MI compared with alternative interventions (d=0.22) [1].
More than 40 studies have investigated the feasibility of conducting motivational interviews delivered partially or completely via computers, mobile phones, robots, voice-activated recordings, and related platforms [4,5].
J Med Internet Res 2025;27:e59085
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The use of a single analyst was implemented to support the efficiency of a provisional coding process as part of a broader research program with the aim of developing an initial coding scheme for use in the training of algorithmic models that could then be tuned through reinforcement learning by additional subsequent reviewers [42]. A summary of the data-gathering process described above is presented in Figure 1.
Data gathering results.
J Med Internet Res 2025;27:e71245
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As maintaining a healthy lifestyle is difficult for many adults [5], 1 method of CVD prevention and management is participation in behavioral interventions focused on healthy lifestyle modifications [4]. Position statements from the US Preventive Services Task Force state that lifestyle modification programs that emphasize a healthy diet and physical activity have a wide variety of cardiovascular health benefits and CVD risk reduction among individuals with and without a diagnosis of CVD [6-8].
JMIR Form Res 2025;9:e60676
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Every ECHO session comprised a presession knowledge quiz, introduction, didactic presentation by domain experts, a case presentation by health care workers at an HTN Program site, a postsession knowledge quiz, and a reaction survey. The m Doc Healthcare team worked with a selected HTN Program Site before each session to select and present a case for each ECHO session. Prospective participants registered in advance for each session using an web-based form that included demographic characteristics.
J Med Internet Res 2025;27:e66351
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The original app featured a 30-day program to help users build a daily meditation practice through brief audio-guided meditations, complemented by short videos from scientific experts and everyday meditators. Bodhi also included a menu of To Go integration meditations that users could select to prepare for specific situations (eg, flying on an airplane).
JMIR Res Protoc 2025;14:e71867
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A cosmetic issue refers to a superficial concern that does not affect users’ ability to complete a task, such as formatting inconsistencies or color preferences; these issues are typically of lower priority for resolution. A minor issue represents a problem with an available workaround, such as restricting numerical input to whole numbers rather than allowing decimals. Major issues, however, can significantly impact data quality, user satisfaction, or system functionality.
JMIR Form Res 2025;9:e64212
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Fit Link Full used a commercially available wearable PA monitor (Fitbit Inspire 2), worn on the wrist, and Fit Link Pilot used both the research-grade hip-worn accelerometer and a commercially available wrist-worn monitor (Fitbit Flex; Table 1). The commercial device was worn from the baseline period through treatment; the research-grade device was added at a 3-month assessment (ie, at randomization to condition after a uniform treatment period).
JMIR Res Protoc 2025;14:e67438
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The enrollment visit consisted of an informed consent process, a computer-assisted self-interview behavioral survey, HIV and STI testing, training on using the study app, and a counseling session to include pre- and posttest HIV prevention information and a discussion about Pr EP and STI PEP options. Participants who completed an enrollment visit were compensated US $125 regardless of whether they subsequently participated in the study.
JMIR Res Protoc 2025;14:e56096
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Given the complexity and individualized needs of the postpartum patient we postulated that a conversational agent using NLP might be a good solution and be acceptable to this population. We envisioned a 24/7 available SMS text message—based support program that interpreted patients’ postpartum concerns, responded in real sentences and could also alert clinicians in real time when appropriate.
JMIR AI 2025;4:e58454
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