Gioia Methodology

概要

Streamline the qualitative research process by building and refining rigorous data structures according to the Gioia methodology. This skill helps researchers navigate the transition from raw participant data to theoretical contributions by organizing first-order concepts, second-order themes, and aggregate dimensions into a cohesive hierarchy. With built-in validation scripts, hierarchy quality analysis to detect concept imbalances, and multi-format export capabilities for LaTeX and Markdown, it ensures methodological consistency and publication readiness while maintaining high standards of interpretative rigor.

主な機能

• Standardized templates for data structure JSONs and human-readable methodology guides
• Automated validation of the three-level analytical hierarchy against methodological schemas
• Hierarchy quality analysis to detect concept distribution imbalances and abstraction level errors
• Multi-format export tools for generating publication-ready tables in Markdown, TSV, and LaTeX
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• Grounded concept tracking to ensure first-order categories remain close to participant language

ユースケース

• Exporting refined research frameworks into professional formats for papers or project documentation
• Organizing raw qualitative data into structured themes and dimensions for academic publication
• Validating the methodological consistency and saturation of a complex qualitative coding framework