ArticleHealth science reports2025
Medical and Paramedical Students' Perspectives on Artificial Intelligence in a Low- and Middle-Income Country: A Cross-Sectional Study.
Article in Health science reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers, 2 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
10 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Medical Students' Attitudes, Perceptions, and Self-Reported Familiarity With AI in Health Care: Systematic Review and Meta-Analysis.JMIR medical education · 2026Pooled it
- Content and structural needs assessment for an artificial intelligence education mobile app in healthcare: a mixed methods study.BMC medical education · 2025Pooled it
- Attitudes and Usage of ChatGPT Among Medical and Paramedical Students in Iran: A Cross-Sectional Study.Health science reports · 2026Article
- AI integration into undergraduate health education streams- a multicenter study in Sri Lanka.BMC medical education · 2026Observational
- Evaluating a digital serious game for learning medical terminology in a randomized controlled trial.NPJ digital medicine · 2026Article
- Knowledge, Attitude, and Practice Toward Diabetic Retinopathy Among People With Diabetes: A Systematic Review and Meta-Analysis.Health science reports · 2026Review
- Medical students perceptions and attitudes toward the use of generative artificial intelligence in clinical decision-making: a nationwide cross-sectional survey in China.BMC medical education · 2026Article
- Integrating Artificial Intelligence into Medical Education in LMICs: A Narrative Review.Advances in medical education and practice · 2026Review
- AI Literacy in Health-Professions Education: Deepening the Case for Curricular Reform in the Philippines.Health science reports · 2025Article
- Response to "AI Literacy in Health-Professions Education: Deepening the Case for Curricular Reform in the Philippines".Health science reports · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Introduction: This study aimed to investigate the attitude of medical and paramedical students at Mashhad (Northeast of Iran) regarding artificial intelligence (AI). Methods: This cross-sectional study was conducted from April to June 2023. A predeveloped standard questionnaire was used to collect the data. We used the proportional per-size sampling method with email distribution containing explanations and a link to a web-based survey. Results: A total of 208 students answered the survey (response rate: 98%). We did not find any significant difference between the AI attitude of students in the academic field ( Conclusion: This study explored medical and paramedical students' perceived understanding of AI and their conceptual limitations. Identifying the positive and negative attitudes of students who are the future employees of the healthcare system can help planners and policymakers in the field of AI in health design the road map of the future of AI in health in the best way.
Indexed as
Identifiers
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.