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A Step-by-Step Process of Thematic Analysis to Develop a Conceptual Model in Qualitative Research

📅 October 1, 2023 👤 Muhammad Naeem, Wilson Ozuem, Kerry E. Howell et al. 📖 International Journal of Qualitative Methods 📊 1,736 citations

🤖 Plain-English Summary

Thematic analysis is a highly popular technique among qualitative researchers for analyzing qualitative data, which usually comprises thick descriptive data. By providing a methodological roadmap, this study enhances the rigor and replicability of thematic analysis and offers a comprehensive strategy for theoretical conceptualization in qualitative research.

🔑 Key Findings

  • However, the application and use of thematic analysis has also involved complications due to confusion regarding the final outcome’s presentation as a conceptual model.
  • This paper develops a systematic thematic analysis process for creating a conceptual model from qualitative research findings.
  • It explores the adaptability of the proposed process across various research methodologies, including constructivist methodologies, positivist methodologies, grounded theory, and interpretive phenomenology, and justifies their application.

💡 Why This Matters

This research advances how AI systems learn, reason, and solve problems — with direct implications for automation and scientific discovery.

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📋 Article Details

Category 🤖 Artificial Intelligence
Published Oct 01, 2023
Journal International Journal of Qualitative Methods
Authors Muhammad Naeem, Wilson Ozuem, Kerry E. Howell, Silvia Ranfagni
DOI 10.1177/16094069231205789
Citations 1,736
Source OpenAlex

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