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Research method
Survey
The Survey method comprises 515 papers in this corpus published between 1998 and 2026.
Themes covered
- Responsible AI Use177 (34%)
- AI Literacy Training169 (33%)
- Productivity Effects40 (8%)
- AI Manuscript Writing38 (7%)
- Institutional Policy31 (6%)
- Citation Integrity13 (3%)
Research domains
- AI Governance140 (27%)
- Human-AI Collaboration96 (19%)
- Doctoral Training93 (18%)
- Academic Writing53 (10%)
- Research Integrity51 (10%)
- Research Productivity29 (6%)
Frequent sub-topics
AI awareness and adoption in library institutions · 1genai_acceptance_and_adoption · 1adoption attitudes toward generative AI by experience level · 1user trust and adoption of generative AI health assistants · 1knowledge hiding and job insecurity in agentic AI adoption · 1gender differences in AI adoption and performance outcomes among business students · 1AI governance competency and oversight capacity in developing nations · 1student engagement and GenAI dependency in learning · 1
Representative papers
- Generative AI and the future of higher education: a threat to academic integrity or reformation? Evidence from multicultural perspectivesAbdullahi Yusuf · 2024 · 399 citations
- Friend or foe? Exploring the implications of large language models on the science systemBenedikt Fecher · 2023 · 66 citations
- Understanding AIgiarism in higher education: the lens of general AI attitudes and moral disengagementMuhammad Waqas · 2025 · 13 citations
- Integrating generative artificial intelligence in African higher education: university students’ awareness, attitudes, and use of ChatGPT in ZambiaS Mudenda · 2026 · 1 citations
- Attitudes and Perceptions Toward the Use of Artificial Intelligence Chatbots for Peer Review in Medical Journals: A Large-Scale, International Cross-Sectional SurveyJeremy Y. Ng · 2026 · 1 citations
- The Role of Generative Artificial Intelligence in Developing Cognitive and Research Talent Among Postgraduate StudentsAsem Mohammed Ibrahim · 2026 · 1 citations
- Assessing the influence of generative artificial intelligence (GenAI) on awareness and behavior in medical research integrity: An online survey studyXiaoting Peng · 2025 · 1 citations
- The Impact of Generative AI on Critical Thinking: Self-Reported Reductions in Cognitive Effort and Confidence Effects From a Survey of Knowledge WorkersHao-Ping Lee · 2025 · 310 citations