Revolutionizing Qualitative Data Analysis: The AQUATIC Method for AI-Enhanced Insights - Takeaways - MDSpire

Revolutionizing Qualitative Data Analysis: The AQUATIC Method for AI-Enhanced Insights

  • By

  • Sam Belkin

  • Jacob White

  • Cale G. Burke

  • Emma Cepek

  • March 1, 2026

  • 0 min

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  • 1

    The AQUATIC protocol enhances qualitative data analysis by integrating AI to rapidly build local-level analytical capacity.

  • 2

    AQUATIC is designed for question-led engagement, producing descriptive findings tied to specific research questions.

  • 3

    The protocol emphasizes human verification and traceable evidence, ensuring analytic precision and efficiency.

  • 4

    AQUATIC allows organizations to develop in-house analysis capabilities, reducing reliance on external research partnerships.

  • 5

    Utilizing ATLAS.ti, AQUATIC can significantly decrease analysis time, enabling quicker public health interventions.

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