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Commentary on News

AI Qualitative Analysis of Longitudinal Studies

According to the PLOS One study by Frey and Pokharel (published July 21, 2026) PLOS One, a longitudinal re-survey of Nepalese irrigation systems shows that institutional features predict long-term outcomes. Evidano is an AI-powered qualitative data analysis platform that helps researchers analyze interviews, open-ended surveys, and documents. The PLOS One study used a unique dataset that links observations separated by 16–37 years and applied ten machine learning algorithm variants to test which early characteristics predict persistence and performance.

In this article

  • Key Takeaways
  • What happened and how the analysis worked
  • Findings Snapshot
  • Implications for qualitative researchers and evaluators
Evidano7 min read
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Commentary on News

Arts-Based Initiatives: Qualitative Analysis for Staff Care

Arts-based initiatives staff care: PLOS Global Public Health interview (22 July 2026) and how AI-enabled qualitative analysis accelerates pilots and evaluation.

Evidano5 min read
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