SynthesisPloS one2022
The effectiveness of problem based learning in improving critical thinking, problem-solving and self-directed learning in first-year medical students: A meta-analysis.
Synthesis in PloS one, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 19 papers, 3 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
19 citing papers in PubMed, 3 syntheses or guidelines pooled it, 79 citations in OpenAlex.
- The effects of case-based, problem-based, and team-based learning on nursing students' problem-solving, self-directed learning, and communication skills: a systematic review and meta-analysis.BMC medical education · 2026Pooled it
- Evidence of the effectiveness of projects, programs, and/or strategies for curricular innovation in undergraduate health courses: systematic review and meta-analysis.BMC medical education · 2025Pooled it
- A systematic review and sequential explanatory synthesis: Artificial intelligence in healthcare education, a case of nursing.International nursing review · 2025Pooled it
- Mechanism of an integrated PBL-KAP-AI spiral health education model for breast cancer patients.Frontiers in public health · 2025Trial
- Review
- Use of case-based, problem-based and team-based learning in public health education - a scoping review.BMJ open · 2026Article
- Article
- The impact of pedagogical environment and instructor support on classroom interaction and cognitive engagement among medical students.Journal of education and health promotion · 2026Article
- Integration of PBL-Informed Medical Cases into First-Year Chemistry Laboratories in a Traditional Medical Curriculum: Perceived Educational Outcomes from NLP-Based Sentiment Analysis.Advances in medical education and practice · 2026Article
- First-year medical students' expectations and early experiences of learning critical thinking: a qualitative study.Frontiers in psychology · 2026Article
- The relationship between self-directed learning ability and clinical competence among nursing students: a cross-sectional descriptive study.BMC medical education · 2025Article
- Effects of Problem-Based Learning on Critical Thinking, Communication Skills, and Satisfaction Among First-Year Medical Students in Ghana: A study protocol.MedEdPublish (2016) · 2025Article
- Assesment of Clinical Reasoning in Psychiatric Education: Development of Multiple-Choice Questions with Automatic Item Generation in Turkish.Turk psikiyatri dergisi = Turkish journal of psychiatry · 2025Article
- Exploring a learning model for knowledge integration and the development of critical thinking among nursing students with previous learning: a qualitative study protocol.BMC medical education · 2024Article
- Correlation between learning styles and attitudes toward interprofessional education among medical students: a cross-sectional study.BMC medical education · 2024Article
- Impact of virtual problem-based learning of cardiopulmonary resuscitation on fourth-year nursing students' satisfaction and performance: a quasi-experimental study.BMC medical education · 2024Article
- Article
- Locus of Control and Self-Directed Learning Readiness of Nursing Students during the COVID-19 Pandemic: A Cross-Sectional Study from Saudi Arabia.Nursing reports (Pavia, Italy) · 2023Article
- Evaluating and comparing critical thinking skills of residents of Tehran University of Medical Sciences.BMC medical education · 2023Article
Corrections and comments
- Erratum issued
Authors and funding
3 authors at 3 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe adaptation process for first-year medical students is an important problem because it significantly affects educational activities. The previous study showed that 63% of students had difficulties adapting to the learning process in their first year at medical school. Therefore, students need the most suitable learning style to support the educational process, such as Problem-based learning (PBL). This method can improve critical thinking skills, problem-solving and self-directed learning. Although PBL has been adopted in medical education, the effectiveness of PBL in first-year medical students is still not yet clear. The purpose of this meta-analysis is to verify whether the PBL approach has a positive effect in improving knowledge, problem-solving and self-directed learning in first-year medical students compared with the conventional method.
methodsWe searched PubMed, ScienceDirect, Cochrane, and Google Scholar databases until June 5, 2021. Search terms included problem-based learning, effectiveness, effectivity, and medical student. We excluded studies with the final-year medical student populations. All analyses in our study were carried out using Review Manager version 5.3 (RevMan Cochrane, London, UK).
resultSeven eligible studies (622 patients) were included. The pooled analysis demonstrated no significant difference between PBL with conventional learning method in critical thinking/knowledge assessment (p = 0.29), problem-solving aspect (p = 0.47), and self-directed learning aspect (p = 0.34).
conclusionThe present study concluded that the PBL approach in first-year medical students appeared to be ineffective in improving critical thinking/knowledge, problem-solving, and self-directed compared with the conventional teaching method.
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What OpenQuestion holds
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.