ArticleHeliyon2024
Unveiling the shadows: Beyond the hype of AI in education.
Article in Heliyon, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. 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.
- Opportunities and challenges with artificial intelligence in allergy and immunology: a bibliometric study.Frontiers in medicine · 2025Pooled it
- Stacked Uncertainties: Understanding Educator Well-Being and Resilience in an Era of Rapid Change.Behavioral sciences (Basel, Switzerland) · 2026Article
- Survey on academic self-efficacy, academic stress, critical thinking, performance expectations, and students' AI dependency.Data in brief · 2026Article
- Human-AI Co-Agency for Competency-Based Talent Development: A Framework Integrating Creativity, Cognitive Skills, and Ethical Collaboration.Journal of Intelligence · 2026Article
- Acceptance and use of GenAI among medical and health sciences students in Saudi Arabia: an extended TAM study.BMC medical education · 2026Article
- Towards an accessible, centralised, searchable database for AI courses in Europe: the Artificial Intelligence in Medical Imaging and Radiation Oncology Education (AIMIROE) project.European radiology experimental · 2026Article
- Ethical engagement with artificial intelligence in faculty research education: evaluation of the New Knowledge Help (NKH) approach.BMC medical education · 2026Article
- Artificial intelligence and the transformation of education: a systematic narrative review towards adaptive epistemic ecosystems and post-linear pedagogy.Frontiers in artificial intelligence · 2026Review
- The relationship between AI anxiety and work engagement among early childhood teachers: a moderated mediation model of job crafting and perceived organizational support.Frontiers in psychology · 2026Article
- Mapping teachers' awareness of artificial intelligence in the changing education paradigm: insights from a mixed methods inquiry.Frontiers in psychology · 2026Article
- Public attitudes and practices toward using AI chatbots for healthcare assistance: a multinational cross-sectional study.BMC health services research · 2025Article
- Comparison of ChatGPT-4o and expert evaluation in endodontic education: a cross-sectional pilot study.BMC medical education · 2025Article
- AI-Generated "Slop" in Online Biomedical Science Educational Videos: Mixed Methods Study of Prevalence, Characteristics, and Hazards to Learners and Teachers.JMIR medical education · 2025Article
- Trust in AI Feedback: Challenges in Pharmacy Education.Medical science educator · 2025Article
- Attitudes and usage of ChatGPT among pharmacy students in a Sub-Saharan African country, Zambia: findings and implications on the education system.BMC medical education · 2025Article
- Exploring the effects of artificial intelligence on student and academic well-being in higher education: a mini-review.Frontiers in psychology · 2025Review
- AI versus human-designed exam questions in undergraduate dental education: A randomized controlled study.Bioinformation · 2025Article
- Artificial intelligence in orthopaedic education: a narrative review.Annals of joint · 2025Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
1 author.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Despite the wave of enthusiasm for the role of Artificial Intelligence (AI) in reshaping education, critical voices urge a more tempered approach. This study investigates the less-discussed 'shadows' of AI implementation in educational settings, focusing on potential negatives that may accompany its integration. Through a multi-phased exploration consisting of content analysis and survey research, the study develops and validates a theoretical model that pinpoints several areas of concern. The initial phase, a systematic literature review, yielded 56 relevant studies from which the model was crafted. The subsequent survey with 260 participants from a Saudi Arabian university aimed to validate the model. Findings confirm concerns about human connection, data privacy and security, algorithmic bias, transparency, critical thinking, access equity, ethical issues, teacher development, reliability, and the consequences of AI-generated content. They also highlight correlations between various AI-associated concerns, suggesting intertwined consequences rather than isolated issues. For instance, enhancements in AI transparency could simultaneously support teacher professional development and foster better student outcomes. Furthermore, the study acknowledges the transformative potential of AI but cautions against its unexamined adoption in education. It advocates for comprehensive strategies to maintain human connections, ensure data privacy and security, mitigate biases, enhance system transparency, foster creativity, reduce access disparities, emphasize ethics, prepare teachers, ensure system reliability, and regulate AI-generated content. Such strategies underscore the need for holistic policymaking to leverage AI's benefits while safeguarding against its disadvantages.
Indexed as
Identifiers
What Socratic 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 Socratic graph.