Does it support 1st-order and 2nd-order analysis?

Yes, it specifically distinguishes between participant-driven 1st-order concepts and researcher-driven 2nd-order themes and aggregate dimensions.

What is the Gioia methodology in this context?

It is a systematic approach to inductive qualitative research that creates a transparent data-to-theory connection through a three-level hierarchy of concepts, themes, and dimensions.

How does the validation script help my research?

It ensures your data structure follows strict methodological rules, checking for required fields, naming conventions, and proper quote attribution to maintain a clear audit trail.

Can I export my data structure for use in a paper?

Yes, the skill includes scripts to export your analytical framework into LaTeX, Markdown, and TSV formats suitable for academic journals.

Gioia Methodology Framework

Name: Gioia Methodology Framework
Author: linxule

bylinxule

•

データサイエンスとML

Builds and validates the three-level Gioia data structure for systematic qualitative research analysis and academic publication.

The Gioia Methodology skill provides a robust infrastructure for researchers to construct, validate, and export analytical hierarchies required for inductive qualitative research. It guides users through the development of first-order concepts, second-order themes, and aggregate dimensions, ensuring methodological rigor through automated schema validation, hierarchy quality checks, and publication-ready export formats like LaTeX and Markdown. This skill is essential for maintaining an audit trail from raw data to theoretical contributions within the Claude Code environment.

主な機能

01Naming convention enforcement for research audit trails (AD1_T1_C1)

02Built-in templates for structured qualitative data coding

03Automated 3-level hierarchy validation (Concepts, Themes, Dimensions)

042 GitHub stars

05Hierarchy quality analysis for concept distribution and abstraction levels

06Publication-ready exports for LaTeX, Markdown, and TSV tables

ユースケース

01Exporting qualitative analysis frameworks directly into LaTeX or Markdown for academic manuscripts

02Constructing a publication-ready data structure for inductive qualitative research papers

03Validating the logical consistency and abstraction levels of qualitative coding hierarchies

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add linxule/interpretive-orchestration gioia-methodology

For use in Claude.ai and ChatGPT

Download Skill