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Exploration of AI-Powered Mixed-Methods Approach as Methodological Literature Reviews

Type:

Workshop

Category:

Online

Place:

Online 2

Date and time:

10:30 to 12:00 on 02/12/2025

Methodological literature reviews often involve challenges like managing large datasets, identifying patterns, and ensuring rigour. Most methodologically based literature reviews focus on either quantitative or qualitative approaches only. The integration of the two approaches with the triangulation of Generative AI tools is still quite recent and requires Human-AI collaboration skills. For example, the Bibliometric analysis (quantitative) allows researchers to map trends and clusters in academic publications, while the framework analysis technique (qualitative) allows researchers to systematically organise, structure, and interpret qualitative data. The Large Language Models (LLMs) such as Gemini and ChatGPT, through chain-of-thought prompting, researchers can perform exploratory analyses on datasets, for example, to identify the first categories. The articulation of these different dimensions requires proposed theoretical models that can be applied in real contexts.

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