ChatGPT in education: A discourse analysis of worries and concerns on social media
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Abstract (arXiv)
The rapid advancements in generative AI models present new opportunities in the education sector. However, it is imperative to acknowledge and address the potential risks and concerns that may arise with their use. We analyzed Twitter data to identify key concerns related to the use of ChatGPT in education. We employed BERT-based topic modeling to conduct a discourse analysis and social network analysis to identify influential users in the conversation. While Twitter users generally ex-pressed a positive attitude towards the use of ChatGPT, their concerns converged to five specific categories: academic integrity, impact on learning outcomes and skill development, limitation of capabilities, policy and social concerns, and workforce challenges. We also found that users from the tech, education, and media fields were often implicated in the conversation, while education and tech individual users led the discussion of concerns. Based on these findings, the study provides several implications for policymakers, tech companies and individuals, educators, and media agencies. In summary, our study underscores the importance of responsible and ethical use of AI in education and highlights the need for collaboration among stakeholders to regulate AI policy.
Key facts. Cited by 12 papers in the map (data through 7 Oct 2026). First posted on arXiv 29 Apr 2023.
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Citing papers per year: 2023: 3; 2024: 6; 2025: 3.
12 papers.
- 2024AttackEval: How to Evaluate the Effectiveness of Jailbreak Attacking on Large Language Modelscited by 26
- 2024TeachTune: Reviewing Pedagogical Agents Against Diverse Student Profiles with Simulated Studentscited by 25
- 2024BattleAgent: Multi-modal Dynamic Emulation on Historical Battles to Complement Historical Analysiscited by 20
- 2023Decoding ChatGPT: A Taxonomy of Existing Research, Current Challenges, and Possible Future Directionscited by 18
- 2024Generative AI Literacy: Twelve Defining Competenciescited by 13
- 2024Large Language Models in Biomedical and Health Informatics: A Review with Bibliometric Analysiscited by 9
- 2023Public Attitudes Toward ChatGPT on Twitter: Sentiments, Topics, and Occupationscited by 6
- 2023Ethical Implications of ChatGPT in Higher Education: A Scoping Reviewcited by 1
- 2025Sympathy over Polarization: A Computational Discourse Analysis of Social Media Posts about the July 2024 Trump Assassination Attemptcited by 1
- 2024Characterizing Online Toxicity During the 2022 Mpox Outbreak: A Computational Analysis of Topical and Network Dynamicscited by 0
- 2025Enhancing BERTopic with Intermediate Layer Representationscited by 0
- 2025Wayfinding through the AI wilderness: Mapping rhetorics of ChatGPT prompt writing on X (formerly Twitter) to promote critical AI literaciescited by 0
- 2025Wayfinding through the AI wilderness: Mapping rhetorics of ChatGPT prompt writing on X (formerly Twitter) to promote critical AI literacies30 Oct 2025
- 2025Enhancing BERTopic with Intermediate Layer Representations10 May 2025
- 2025Sympathy over Polarization: A Computational Discourse Analysis of Social Media Posts about the July 2024 Trump Assassination Attempt17 Jan 2025
- 2024Generative AI Literacy: Twelve Defining Competencies29 Nov 2024
- 2024TeachTune: Reviewing Pedagogical Agents Against Diverse Student Profiles with Simulated Students5 Oct 2024
- 2024Characterizing Online Toxicity During the 2022 Mpox Outbreak: A Computational Analysis of Topical and Network Dynamics21 Aug 2024
- 2024BattleAgent: Multi-modal Dynamic Emulation on Historical Battles to Complement Historical Analysis23 Apr 2024
- 2024Large Language Models in Biomedical and Health Informatics: A Review with Bibliometric Analysis24 Mar 2024
- 2024AttackEval: How to Evaluate the Effectiveness of Jailbreak Attacking on Large Language Models17 Jan 2024
- 2023Ethical Implications of ChatGPT in Higher Education: A Scoping Review24 Nov 2023
- 2023Decoding ChatGPT: A Taxonomy of Existing Research, Current Challenges, and Possible Future Directions26 Jul 2023
- 2023Public Attitudes Toward ChatGPT on Twitter: Sentiments, Topics, and Occupations22 Jun 2023