ArticleBMC medical education2022
Drivers of iPad use by undergraduate medical students: the Technology Acceptance Model perspective.
Article in BMC medical education, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers, 1 of them a synthesis that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
9 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Technology Acceptance Model in Medical Education: Systematic Review.JMIR medical education · 2025Pooled it
- Point-of-care ultrasound training using near-peer training and remote Supervision: A pilot randomized controlled trial.The ultrasound journal · 2026Article
- ICU nurses' experiences with virtual reality technology for work-related stress reduction: A qualitative study.International journal of nursing sciences · 2026Article
- A narrative discussion on the impact of respiratory infectious diseases on dental education in China: implications for curriculum design and student outcomes.Frontiers in dental medicine · 2026Review
- Exploring the acceptance of e-learning in health professions education in Iran based on the technology acceptance model (TAM).Scientific reports · 2025Article
- Technologies for Studying and Teaching Human Anatomy: Implications in Academic Education.Medical science educator · 2024Review
- Evaluating the Use of Artificial Intelligence as a Study Tool for Preclinical Medical School Exams.Journal of medical education and curricular developmentArticle
- Facilitators and barriers to mobile health adoption among older adults with hip fractures: A systematic review.Digital healthReview
- What Faculty and Students Value When Evaluating Human Digital Anatomy Platforms: A Mixed-Methods Study.Journal of medical education and curricular developmentArticle
Corrections and comments
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Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundMedical students need to acquire a continuously growing body of knowledge during their training and throughout their practice. Medical training programs should aim to provide students with the skills to manage this knowledge. Mobile technology, for example, could be a strategy used through training and practice. The objective of this study was to identify drivers of using mobile technology (an iPad) in a UGME preclinical settings and to study the evolution of those drivers over time.
methodsWe solicited all students from two cohorts of a preclinical component of a Canadian UGME program. They were asked to answer two online surveys: one on their first year of study and another on the second year. Surveys were built based on the Technology Acceptance Model (TAM) to which other factors were also added. Data from the two cohorts were combined and analysed with partial least squares structural equation modelling (PLS-SEM) to test two measurement models, one for each year.
resultsWe tested fifteen hypotheses on both data sets (first year and second year). Factors that explained the use of an iPad the first year were knowledge, preferences, perceived usefulness and anticipation. In the second year, perceived usefulness, knowledge and satisfaction explained the use of an iPad. Other factors have also significantly, but indirectly influenced the use of the iPad.
conclusionsWe identified factors that influenced the use of an iPad in a preclinical medical program. These factors differed from the first year to the second year in the program. Our results suggest that interventions should be tailored for different point in time to foster the use of an iPad. Further study should investigate how interventions based on these factors may influence implementation of mobile technology to help students acquire ability to navigate efficiently through medical knowledge.
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