ArticleFrontiers in psychology2026
On AI-augmented transformatizing in practice: protocols, quality criteria, and reporting standards for Human-AI Augmented Mixed Methods Research.
Article in Frontiers in psychology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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Abstract
Artificial intelligence (AI) is increasingly reshaping qualitative research, quantitative research, and mixed methods research, but practical guidance for conducting, evaluating, and reporting human-AI analytic collaboration remains underdeveloped. Building on AI-augmented transformatizing, a representational-recursive framework that conceptualizes AI as a participant in analytic re-representation rather than merely as a technical tool, this article advances a practice-oriented framework for Human-AI Augmented Mixed Methods Research. The article offers three integrated contributions. First, it proposes the
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