The study
The Community Learning and Service Partnership (CLASP) at Cornell University, a recipient of the Malcolm Knowles Award, wanted an outside perspective on an in-house film. The authors turned to Evidano (previously AILYZE) as a third party because they felt too close to the program to see it clearly.
The data was a film transcript carrying the voices of four groups: administrators and managers, employees and adult learners, union leaders, and students.
Human experts reached the same conclusions
Expert educators viewed the same film at the AAACE conference. The publication reports that the tool, described as one without the problems often associated with AI, rendered what a human might consider confirmation of the program's aims. The researchers, not the software, drew the final conclusions.
How Evidano fit the workflow
- 1The film transcript was uploaded into Evidano.
- 2It was prompted to summarize the perspectives of each participant group, producing a clear synopsis for all four roles.
- 3A thematic analysis was run, and Evidano surfaced eight prominent themes, including motivation, engagement, personal growth, mutual learning, and lifelong learning.
“We identified one for which we could find no reports of the problems commonly associated with AI, such as bias and hallucinations.”
“It seems artificial and human intelligence would agree on the determination AILYZE reached in concluding its media analysis of the film.”
Evidano (previously AILYZE) was named in the paper, cited with its URL, and its outputs attributed directly.
The authors learned of the tool through colleagues in evaluation who lauded it.
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.
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More case studies
AcademiaResearchers at Oxford and Melbourne used AI to analyse their interview data
Evidano helped analyse interview transcripts in a peer-reviewed study, then was checked against manual coding.
AcademiaA Stanford-led study used AI to cross-check its qualitative coding
A published mixed-methods study uploaded deidentified transcripts into Evidano to cross-check themes. Every AI code was reviewed by the researcher.
A William & Mary research team used Evidano (previously AILYZE) to analyze 3,443 participants’ open-ended responses
AI-assisted thematic analysis, verified by human researchers, in a published Mensa Foundation report.