The Perceived Value and Use of a Master in Health Professions Education among Medical Educators and Clinical Trainers
Annals of Medicine and Medical Sciences (AMMS), Vol. 05, 2026 · University of the Philippines Manila · Open Access (CC BY 4.0)
How Evidano fit the workflow
The publication describes how the analysis moved from raw transcripts to an integrated thematic structure.
- 1Collect the qualitative data
Semi-structured online interviews and document reviews, transcribed verbatim.
- 2Researcher-led reflexive thematic analysis
Open, data-driven coding with an audit trail. Five themes were initially elicited.
- 3Complementary analysis with Evidano
The same transcripts were analyzed with Evidano, generating a complementary codebook and 11 granular themes.
- 4Integrate into a final structure
The final thematic structure integrated insights from both analytic approaches.
“To strengthen dependability, transcripts were also analyzed using an AI-assisted qualitative analysis tool (AILYZE), which generated a complementary codebook and yielded 11 granular themes.”
Repeated manual coding across transcripts. A single analytic lens. Dependability rests on one pass.
A complementary AI codebook alongside your own. A second analytic perspective to compare. Granular themes that can strengthen dependability.
AI use was named in the methods and listed in the references, not hidden.
The author's own reflexive thematic analysis came first; AI was complementary.
The authors applied it specifically to strengthen the dependability of the analysis.
A complementary codebook surfaced 11 granular themes for the final structure.
About Evidano (previously AILYZE)
Evidano is AI-assisted qualitative data analysis software for interviews, focus groups, open-ended survey responses, and documents. It supports AI-assisted thematic analysis with your own or an AI-suggested codebook, transcription and translation in 100+ languages, clickable quotes and citations, and exportable visual reports. End-to-end encryption, no third-party data sharing, and your data is not used to train AI. From USD 50/month for unlimited analysis.
Run the first pass in days, not weeks
Keep the judgment with you. Let Evidano do the heavy lifting on your interviews, focus groups, open-ended responses, and documents.
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