AI & Qualitative Research Blog

Automated social media narrative analysis: extract themes, sentiment, and timelines from 120, 000 noisy posts using ST‑TAN methods and a 7‑step Evidano workflow. Fast.

AI-enabled qualitative analysis of health literacy: workflow to adapt HELIA‑TB (n=393; α=0.86; ICC=0.88), with AI to speed coding and export CFA-ready data.

SDM in pediatric physical therapy: convert transcripts into themes, identify barriers and facilitators, and use an Evidano AI workflow to map findings to CFIR and implementation plans.

PRO-HIIT process evaluation (30 June 2026) explains implementation gaps in school HIIT, showing dose shortfalls and a seven-step workflow to speed reports.

Operationalize shared decision-making in pediatric physical therapy using PLOS findings (Jun 30, 2026) and an AI workflow with Evidano for CFIR-mapped themes.

ST-TAN (PLOS One, June 30, 2026) fuses sentiment, topic, and temporal signals to raise narrative F1 to 0.87 on 120, 000 tweets; seven steps for time-aware qualitative analysis.

HELIA‑TB adaptation for TB in Gujarat: a reproducible 7-step workflow, key psychometrics (n=393; overall α=0.86, ICC=0.88, Cohen's d=0.89) and AI-assisted analysis tips.

How Vector Institute's UnBias-Plus changes AI bias detection and what qualitative researchers should do next, with a two-week workflow using Evidano.