Researchers at leading universities have used Evidano in their published work — and agreed to share how.
Annalisa Raymer
Senior Lecturer & Director of CLASPCornell University
Dr. Raymer uploaded the transcript of an in-house CLASP film into Evidano to summarize four stakeholder groups’ perspectives and run a thematic analysis, then compared the AI’s reading with feedback from adult-education colleagues at the AAACE conference.
“With Evidano, I feel that I have a straightforward thinking partner, rather than an internet pet eager to please.”
Cheng-Ta Wu
Distinguished Professor, College of EducationNational Chengchi University, Taiwan
His team’s published article is itself a case study of Evidano: the authors demonstrate its full qualitative workflow — summaries, themes, codebook, frequency analysis, and key quotes — on elementary-school leadership interview data. They propose a human–AI collaborative model for qualitative research.
“A powerful assistant that not only enhances the efficiency of qualitative data processing but also empowers researchers to concentrate on higher-level interpretation, theory construction, and nuanced analysis.”
Siv M. Gamlem
Professor of EducationVolda University College, Norway
After two researchers completed the initial inductive thematic analysis of 11 interviews, Professor Gamlem’s team ran the anonymised transcripts through Evidano and compared the results with their manual analysis for triangulation and validation.
“Evidano supported our research process by offering an additional lens on the interview data, helping us identify patterns that could be compared with our initial manual analysis. Its value was not in replacing interpretation, but in strengthening the transparency and robustness of our analytic decisions.”
Shawn S. Savage
Assistant ProfessorUniversity of North Carolina Wilmington
After multiple rounds of human coding of narrative student evaluations, Dr. Savage and Dr. Parker used Evidano to interrogate the data from a different analytic vantage point, surfacing gendered comparative distinctions they then verified through collaborative analysis.
“Evidano was most helpful because it encouraged Dr. Parker and me to revisit the data from a different analytic vantage point. It didn’t replace our interpretation; it expanded the kinds of questions we asked.”
Lawrence Meda
Director of Research & Associate ProfessorSharjah Education Academy, UAE
After translating, transcribing, and manually coding nine teacher interviews, Professor Meda’s team used Evidano to categorize participant quotes into researcher-defined themes — with every allocation manually verified by the research team.
“AI-supported tools like Evidano can enhance qualitative research when used carefully and transparently.”
Adriana Cunha Neves
Researcher, Department of Applied ScienceSouth East Technological University, Ireland
Her team used Evidano for AI-assisted thematic analysis of focus group discussions about starch-protein bioplastics, helping mitigate unintentional researcher bias during interpretation.
“Evidano is particularly valuable for researchers who lack extensive experience in qualitative data analysis, offering an efficient way to organize large datasets while minimizing the influence of pre-existing knowledge and researcher bias.”
Munn Hong Lam
Researcher, Faculty of Accountancy and ManagementUniversiti Tunku Abdul Rahman, Malaysia
In a sequential mixed-methods pilot on AI literacy and employment prospects, his team entered the qualitative interview data into Evidano and interpreted it thematically to add depth to their survey results.
“The qualitative element of our research was supported by Evidano through assistance with thematic organisation and interpretation of interview data. This was helpful in our research workflow, particularly in identifying patterns within the responses received during the interviews.”
Fast, reproducible qualitative analysis matters when you are judging whether a training and mentorship model shortened diagnostic delays. A June 29, 2026 PLOS Medicine report on a multilevel onsite training and 6‑month mentorship program in Northwest Ethiopia found large provider gains and a 54% drop in diagnostic interval, and the original study appears in [PLOS Medicine](https://www.journals.plos.org/plosmedicine/article? id=10.1371%2Fjournal.pmed.1005132). This post shows researchers and implementation teams how to reproduce and extend those findings using AI qualitative analysis: what to extract from interviews, how to cross-segment by facility level, and how Evidano speeds transcription, thematic coding, and stakeholder-ready visualizations while keeping data private (see [Evidano](https://www.evidano.com)).
In this article
Extract rehab signals from 15 patient interviews in a PLOS ONE study (29 Jun 2026); learn methods to analyse Achilles tendon rupture narratives and act.
AI workflow for qualitative analysis of depression in WLHIV (n=16, Gondar 2024), with methods, findings, and how Evidano speeds coding and reporting for program use.
AI transcription for universities: scale transcripts into searchable, secure research assets while managing accuracy and privacy with an Evidano workflow.
Convert tumor-board notes into auditable themes fast with AI-enabled qualitative analysis. Learn HemaGuide lessons from Nature (30 Jun 2026) and apply them in Evidano.
Turn failing RAG into reliable insight: how to choose long-context, summarization, routing, or graph approaches for AI-enabled qualitative analysis with Evidano.
Use InfoQ's Jun 29, 2026 panel to build repeatable AI security threat analyses with practical qualitative workflows for prompt injection, RAG abuse, and agent attacks.
AI-enabled qualitative analysis converts mixed-methods health data into actionable evidence. Ethiopia 2024 cancer training cut diagnostic delay 54%.
NHS Achilles tendon rupture: PLOS One (29 Jun 2026) qualitative findings on boot care, rehab fear, and stepwise workflow to reproduce the analysis with Evidano.
Guide to extracting reproducible themes and segment comparisons from interviews: qualitative analysis of depression in women living with HIV (n=16, Gondar, Aug–Sep 2024).
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