ArticleBMC medical education2020
Active learning of medical students in Taiwan: a realist evaluation.
Article in BMC medical education, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.
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
6 citing papers in PubMed, 16 citations in OpenAlex.
- A BOPPPS-PBL Nursing Innovation Course for Newly Recruited Nurses: A Single-Group Quantitative Pilot Evaluation of Creativity, Self-Efficacy and 1-Year Project Outputs.Nursing open · 2026Article
- Active Learning Strategies in Veterinary Medicine: A Literature Review.Veterinary medicine international · 2026Review
- Exploring pre-clinical medical students' perception of and participation in active learning: A mixed-methods transnational study.Medical education · 2025Article
- Challenges and opportunities in cultivating medical students' competencies: Participatory action research from a hierarchical cultural setting.Medical education online · 2023Article
- The significance of information and communication technology education via tablets in college of physical therapy.Journal of physical therapy science · 2023Article
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Corrections and comments
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Authors and funding
4 authors at 1 institution in 1 country.
Funding
Abstract
backgroundActive learning is defined as any instructional method that engages students in the learning process. Cultural differences in learning patterns can play an important role in engagement with active learning. We aimed to examine process models of active learning to understand what works, for whom and why.
methodsForty-eight sixth- and seventh-year medical students with experience of active learning methods were purposively selected to participate in ten group interviews. Interactions around active learning were analysed using a realist evaluation framework to unpack the 'context-mechanism-outcome' (CMO) configurations.
resultsThree core CMO configurations, including cultural, training and individual domains, were identified. In the cultural context of a strong hierarchical culture, the mechanisms of fear prompted students to be silent (outcome) and dare not give their opinions. In the training context of teacher-student familiarity alongside teachers' guidance, the mechanisms of learning motivation, self-regulation and enthusiasm were triggered, prompting positive learning outcomes and competencies (outcome). In the individual context of learning how to learn actively at an early stage within the medical learning environment, the mechanisms of internalisation, professional identity and stress resulted in recognising active learning and advanced preparation (outcomes).
conclusionsWe identified three CMO configurations of Taiwanese medical students' active learning. The connections among hierarchical culture, fear, teachers' guidance, motivation, the medical environment and professional identity have been shown to affect the complex interactions of learning outcomes. Fear derived from a hierarchical culture is a concern as it is a significant and specific contextual factor, often sparking fear with negative outcomes.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.