ArticleBMC medical education2024
Crossing horizons: unraveling perspectives on enhancing medical students' success through at-risk factor exploration.
Article in BMC medical education, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers, 2 of them syntheses 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.
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Who cites it
3 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Medical students with specific learning disabilities: mixed-methods systematic review of the prevalence, academic performance, challenges, and perceived impact of support interventions.BMC medical education · 2026Pooled it
- Procrastination in medical students: a systematic review.Canadian medical education journal · 2026Pooled it
- Early detection of at-risk health sciences students: a machine learning-based predictive study using midterm grades.BMC medical education · 2025Article
Corrections and comments
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Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundMedical universities often face the ongoing challenge of identifying and supporting at-risk students to enhance retention rates and academic success. This study explores a comprehensive analysis of perceived at-risk factors impeding academic and career aspirations and compares the perspectives of students and faculty in a medical school.
methodsWe focused on first and second-year medical (MBBS) students and teaching faculty in an international medical college offering a twinning program in India and Malaysia. Our investigation involved a comprehensive assessment of 25 at-risk factors through Likert-type questionnaires distributed to 250 MBBS students and 50 teaching faculty.
resultsOur findings revealed distinct disparities in perceptions between faculty and students regarding mean scores of classroom engagement (p = 0.017), procrastination (p = 0.001), unrealistic goals (p = 0.026), emotional/behavioral problems (p = 0.008), limited key social skills (p = 0.023), and a non-supportive home environment (p = 0.001). These differences underscore the need for increased communication and understanding between faculty and students to address these risk factors effectively. In contrast, no significant disparities were observed among faculty and students' perceptions concerning mean scores of various potential at-risk factors, including academic unpreparedness, cultural/language barriers, individual guidance/mentoring, limited communication skills, racism/sexism, self-confidence, self-respect, self-concept, motivation, underprepared for current academic challenges, self-discipline, negative social network, negative peer culture, transportation time, college financial cost, college evaluation culture bias, broken college relationships, teaching methodology, and learning disabilities. However, varying degrees of influence were perceived by faculty and students, suggesting the importance of individualized support.
conclusionThis study contributes to the academic community by shedding light on the multifaceted nature of at-risk factors influencing student success. It underscores the need for proactive measures and tailored interventions to enhance student retention in higher education and academic achievement, fostering a sustainable foundation for lifelong learning and growth.
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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.