Commentary on News
Process Evaluation of HIIT: Qualitative Playbook
Evidano is an AI-powered qualitative data analysis platform that ingests logbooks, HR/RPE CSVs, and transcripts and supports transcription, coding, and reproducible analyses. The PRO‑HIIT process evaluation (Published 30 June 2026) explains how a 12-week school HIIT programme was delivered, adapted and experienced by 369 Year‑7 students (March–June 2024). If you run process evaluations or mixed‑methods studies, this post shows practical ways to convert training logbooks, HR/RPE data, and small focus‑group transcripts into reproducible thematic and cross‑segment findings using Evidano (Evidano). We use concrete numbers from the PLOS One paper to illustrate where AI reduces manual drag and increases transparency for stakeholders: average sessions delivered ≈26.5, mean HR 146 bpm (71% HRmax), peak HR 175 bpm (85% HRmax), RPE mean 5 (range 3–8). Source: PLOS One.
In this article
- Key Takeaways
- Fast take: PRO‑HIIT process evaluation (June 30, 2026)
- Findings snapshot (key numbers & dates)
- What happened, methods & data pipeline (plain English)
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