AI & Qualitative Research Blog

Turn 19 ED AI triage studies (2013-2025) into actionable themes with a reproducible qualitative workflow and a 7-step pilot using Evidano, plus audit reports

How fine-tuned LLMs reproduce Motivational Interviewing behaviors, their limits (complex reflections, R: Q), and a practical validation workflow for scalable MI testing.

Protect evidence quality in AI-assisted investigative interviewing: risks, a 7-step pilot, and secure, auditable workflows using Evidano for reliable qualitative analysis.

How Chinese LLMs were fine-tuned for AI-enabled motivational interviewing: dataset build (n=2, 040), MITI 4.2.1 evaluation, measurable gains, gaps, and a 7-step workflow.

Analyze chatbot interactions for loneliness research with automated coding, cross-segment tests, secure transcripts, and reproducible workflows using Evidano.

Qualitative analysis of digital health in humanitarian settings: actionable insights from the 6-week mPallCare pilot (2026) and reproducible AI-assisted workflows.

Clinic-ready takeaways from a mixed-methods study of cannabis and sexual behaviors in Bangkok (n=200, June 2026), with steps to reproduce analyses using Evidano.

Practical lessons from a qualitative analysis of mPallCare (n=32, June 2026): improve palliative mHealth UX, metadata capture, and scale insights with Evidano.