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.”
Evidano is an AI-powered qualitative data analysis platform that ingests transcripts, surveys, and classification tables into a single searchable corpus with linked metadata. Researchers and policy teams need fast, reproducible ways to turn satellite maps, surveys, and interviews into clear drivers and policy options. This post walks through a concise workflow for qualitative analysis of wetland conversion using the new PLOS study (published 2 July 2026) on Bure and Womberma Woredas, NW Ethiopia, and shows how to operationalize the same mixed-methods inputs in Evidano ([Evidano](https://www.evidano.com)) to produce thematic, frequency and cross-segment analyses in hours not weeks.
In this article
AI-enabled qualitative analysis for app usability: apply the MyIBDDiet pilot (2 Jul 2026) mixed-methods to speed synthesis and produce secure reports with Evidano.
Apply a Task Audit and Input/Output Alignment Matrix to make qualitative research modality-aware, reduce participant adaptation load, and speed insight synthesis.
Turn Rajshahi EIR pilot open-ended feedback into actionable insights: a practical how-to for qualitative analysis of EIR perceptions and fixes with Evidano.
Practical workflow for reproducible qualitative analysis of mHealth app usability, using the MyIBDDiet pilot (n=40, 60 days), with MAUQ, TFA, interviews, and app analytics.
Qualitative analysis guide for EIR perceptions from a July–Sep 2024 Bangladesh pilot (n=321). Practical workflows to reproduce thematic, frequency, and cross-segment evidence.
Guide to qualitative analysis of mHealth app usability (MyIBDDiet pilot, Jul 2, 2026; n=40). Methods and an Evidano workflow to speed transcription, coding, and synthesis.
Qualitative analysis of an electronic immunization registry (EIR) pilot in Rajshahi, Bangladesh (July 2024 data, n=321). How Evidano speeds qualitative insights.
Guide to qualitative analysis of wetland conversion: combine Landsat, surveys, and interviews into actionable insights using Evidano and a secure AI workflow.
AI qualitative analysis of wetland conversion: a 7-step workflow to synthesize Landsat change, n=396 surveys, 75 experts, and 12 KIIs into policy-ready themes with reproducible outputs.
Product updates, research, and tips — straight to your inbox.
© Evidano, All Rights Reserved.
Find exactly what you're looking for