ReviewHeliyon2024
The application and challenges of ChatGPT in educational transformation: New demands for teachers' roles.
Review in Heliyon, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It has been retracted, and should not be counted. Cited by 18 papers, 1 of them a synthesis 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
18 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Impact of large language model (ChatGPT) in healthcare: an umbrella review and evidence synthesis.Journal of biomedical science · 2025Pooled it
- Assessment of ChatGPT's Performance on the ACP 2024 National Prosthodontics Resident Exam (NPRE).European journal of dental education : official journal of the Association for Dental Education in Europe · 2026Article
- Task complexity and AI dependency among college students: the mediating roles of cognitive load, future anxiety, and task motivation.BMC psychology · 2026Article
- Evaluating and comparing student responses in examinations from the perspectives of human and artificial intelligence (GPT-4 and Gemini).BMC medical education · 2025Article
- Article
- Correlates of Medical and Allied Health Students' Engagement with Generative AI in Nigeria.Medical science educator · 2025Article
- ChatGPT and trustworthiness of artificial intelligence in medical education.Journal of education and health promotion · 2025Article
- Article
- Quantum leap in medical mentorship: exploring ChatGPT's transition from textbooks to terabytes.Frontiers in medicine · 2025Review
- Embracing AI in academia: A mixed methods study of nursing students' and educators' perspectives on using ChatGPT.PloS one · 2025Article
- The impact of AI literacy on work-life balance and job satisfaction among university faculty: a self-determination theory perspective.Frontiers in psychology · 2025Article
- Higher education students' perceptions of ChatGPT: A global study of early reactions.PloS one · 2025Article
- RETRACTED: TGEL-transformer: Fusing educational theories with deep learning for interpretable student performance prediction.PloS one · 2025Article
- Opportunities and Challenges of Chatbots in Ophthalmology: A Narrative Review.Journal of personalized medicine · 2024Review
- ChatGPT in Learning: Assessing Students' Use Intentions through the Lens of Perceived Value and the Influence of AI Literacy.Behavioral sciences (Basel, Switzerland) · 2024Article
- Application of AI-empowered scenario-based simulation teaching mode in cardiovascular disease education.BMC medical education · 2024Article
- Article
- Applications of Large Language Models in Pathology.Bioengineering (Basel, Switzerland) · 2024Review
Corrections and comments
- Retraction · 2025-04-16Computer-Aided Content or Computer-Generated Content · Concerns/Issues about Referencing/Attributions · Investigation by Journal/Publisher · Objections by Author(s) · Unreliable Results and/or Conclusions ·
- Retracted
Authors and funding
1 author.
Funding
No grant is acknowledged in the PubMed record.
Abstract
With the rapid development of information technology, artificial intelligence has demonstrated great potential in promoting educational transformation. In November 2022, the release of the artificial intelligence product ChatGPT attracted widespread attention, particularly in the field of education, sparking heated discussions among scholars. As a language processing tool, ChatGPT can not only answer user questions but also complete user-specified tasks and even continuously optimize task performance. However, while possessing powerful features, ChatGPT also has some shortcomings that need improvement, such as the accuracy of answering questions, data pollution issues, ethical and safety concerns, and the risk of knowledge plagiarism. In the process of promoting school education reform, the application of ChatGPT brings both opportunities and challenges. Moreover, ChatGPT's emergence offers teachers an opportunity to reflect on their professional value and sets higher demands for them.
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.