e.g. mhealth
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Skip search results from other journals and go to results- 23 Journal of Medical Internet Research
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Passive data collection methods refer to data captured automatically without participant effort (eg, sensors, metadata), whereas active methods require participant involvement (eg, completing surveys or assessments). Active data collection also requires input from the respondent in a manner that makes the goal of the research more apparent. On the other hand, passive assessment does not requiring respondent burden or input, but rather, relies on data that is collected continuously in the background.
JMIR Form Res 2025;9:e64082
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Health information and social support are increasingly sought online, with nationally representative surveys indicating 83% of US adults use social media and 70% search for health information online [1,2]. Patients with cancer use digital resources even more often for health-related reasons—94% of patients with cancer report going online in search of cancer information [3].
JMIR Cancer 2025;11:e65887
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Technology Acceptance Model in Medical Education: Systematic Review
surveys
JMIR Med Educ 2025;11:e67873
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The mixed methods approach, including financial modeling, surveys, and interviews, lends credibility to the findings, while the focus on sustained-release dosage forms highlights a specific and practical application. The paper is well structured and contributes meaningfully to the discussion on enhancing local pharmaceutical capabilities. However, there are areas where clarity, presentation, and depth can be improved to strengthen its impact.
1.
JMIRx Med 2025;6:e77627
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To ensure the validity and real-world accuracy of expert-provided data, we applied a triangulation approach, incorporating insights from multiple sources, including literature reviews, surveys, and interviews. This cross-verification process enhanced the consistency and reliability of the findings. Additionally, the experts were selected based on their extensive experience and qualifications in drug development.
JMIRx Med 2025;6:e77623
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The qualitative component included a literature review, surveys, and expert interviews, while the quantitative component focused on financial modeling and analysis.
A comprehensive review of existing IMD dosage forms, manufacturing processes, cost structures, regulatory requirements, and market trends was conducted using Pub Med, Scopus, and industry reports. This review served as input for the development of the financial model and interview guide.
JMIRx Med 2025;6:e65978
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The Methods section presents the methodology with pertinent details, involving interviews, surveys, third-party interactions, and technological evaluation. The Results section includes results and findings related to interviews, surveys, and descriptive comparative evaluation of different technologies. The Discussion section discusses a proposed solution, along with its applicability and novelty compared to the existing state. It also discusses the foreseen challenges and limitations of the presented work.
JMIR Hum Factors 2025;12:e64919
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