12,445 papers · continuously updated · last export: 10 Aug 2026livingmeta.ai
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Research method

Mixed Methods

The Mixed Methods method comprises 772 papers in this corpus published between 2014 and 2026.

Themes covered

  • Responsible AI Use190 (25%)
  • AI Literacy Training174 (23%)
  • AI Manuscript Writing92 (12%)
  • Institutional Policy53 (7%)
  • AI-Assisted Discovery53 (7%)
  • Productivity Effects38 (5%)

Research domains

  • Human-AI Collaboration148 (19%)
  • Doctoral Training132 (17%)
  • AI Governance131 (17%)
  • Academic Writing119 (15%)
  • Research Integrity67 (9%)
  • Scholarly Infrastructure35 (5%)

Frequent sub-topics

LLM workforce skills and preparedness in public health · 1automated scoring of student assessments using transformer models · 1technology-enhanced writing instruction for EFL learners with GenAI integration · 1evidence synthesis methods for child health using network meta-analysis and individual participant data · 1ai_fatalism_and_student_outcomes · 1student GenAI use patterns and mindfulness · 1Chief AI Officer role and organizational structure · 1AI curriculum alignment between academia and industry in Taiwan · 1

Representative papers

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