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Research method
Literature Review
The Literature Review method comprises 1,404 papers in this corpus published between 1989 and 2026.
Themes covered
- Responsible AI Use296 (21%)
- AI Literacy Training138 (10%)
- Institutional Policy99 (7%)
- AI-Assisted Discovery87 (6%)
- Hallucination Control84 (6%)
- AI Manuscript Writing77 (5%)
Research domains
- AI Governance256 (18%)
- Research Integrity201 (14%)
- Knowledge Synthesis144 (10%)
- Data Analysis121 (9%)
- Human-AI Collaboration118 (8%)
- Doctoral Training117 (8%)
Frequent sub-topics
generative AI applications in educational contexts · 2Generative AI in Korean language learning; responsible classroom integration · 1multi-layer governance of generative AI-enabled platforms · 1large language models in electronic health records systems · 1AI agents in software development lifecycle and governance · 1algorithmic bias in AI-based clinical decision systems · 1unintended side effects and risk mitigation across AI applications · 1directions and disciplinary adoption of AI across domains · 1
Representative papers
- Artificial intelligence for literature reviews: opportunities and challengesF. J. Bolaños · 2024 · 188 citations
- Large language models for conducting systematic reviews: on the rise, but not yet ready for use—a scoping reviewJudith-Lisa Lieberum · 2025 · 91 citations
- Automating Systematic Literature Reviews with Retrieval-Augmented Generation: A Comprehensive OverviewBinglan Han · 2024 · 45 citations
- A guide for structured literature reviews in business research: The state-of-the-art and how to integrate generative artificial intelligenceFabian Tingelhoff · 2024 · 35 citations
- Artificial Intelligence in Literature Review Synthesis: A Step-by-Step Methodological Approach for Researchers and AcademicsMatolwandile Mzuvukile Mtotywa · 2026 · 5 citations
- Leveraging Artificial Intelligence in Scholarly PublishingFatima Zahra Ouariach · 2025 · 1 citations
- ChatGPT and the rise of generative AI: Threat to academic integrity?Damian Eke · 2023 · 476 citations
- Using ChatGPT in academic writing is (not) a form of plagiarism: What does the literature say?Adeeb M. Jarrah · 2023 · 207 citations