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Research domain
Human-AI Collaboration
The Human-AI Collaboration domain comprises 1,485 papers in this corpus published between 1994 and 2026. Work here is dominated by Experimental, Conceptual, Qualitative.
Methodology profile
- Experimental231 (16%)
- Conceptual200 (13%)
- Qualitative190 (13%)
- Case Study150 (10%)
- Mixed Methods148 (10%)
- Design Science133 (9%)
Themes covered
- Responsible AI Use741 (50%)
- AI-Assisted Discovery126 (8%)
- Productivity Effects122 (8%)
- AI Literacy Training91 (6%)
- RAG for Research28 (2%)
- Evaluation & Benchmarks21 (1%)
Frequent sub-topics
industry-academic collaboration in context of generative AI · 1AI-assisted amateur research; epistemic authority boundaries; autoethnography · 1ai_collaboration_modalities_and_job_interview_performance · 1genai_acceptance_and_adoption · 1ai_fatalism_and_student_outcomes · 1embodied_ai_presence_in_academic_study · 1AI Guard-Down Effect and cognitive offloading in cybersecurity and privacy behaviors · 1employee resistance to Gen AI adoption and explainability · 1
Representative papers
- Human-AI collaboration patterns in AI-assisted academic writingAndy Nguyen · 2024 · 301 citations
- Speeding up to keep up: exploring the use of AI in the research processJennifer Chubb · 2021 · 198 citations
- Generative AI: is it a paradigm shift for higher education?Xianghan O’Dea · 2024 · 110 citations
- Exploring the role of large language models in the scientific method: from hypothesis to discoveryYanbo Zhang · 2025 · 51 citations
- New Frontiers in Information Systems Theorizing: Human-gAI CollaborationSirkka L. Järvenpää · 2024 · 26 citations
- Can ChatGPT enhance business student creativity? Evidence from a randomised controlled trialRosemary Fisher · 2025 · 11 citations
- Accelerating scientific discovery with Co-ScientistJuraj Gottweis · 2026 · 9 citations
- AI, originality, and attribution: Researchers’ perspectives on distinguishing contributionsYanyi Wu · 2025 · 7 citations