most citedCan Large Language Models emulate an inductive Thematic Analysis of semi-structured interviews? An exploration and provocation on the limits of the approach and the model

13 citations · 22 across the 5 of their papers we have counts for

collaborators

5 papers

cs.CL2024

Thematic Analysis with Large Language Models: does it work with languages other than English? A targeted test in Italian

Stefano De Paoli

This paper proposes a test to perform Thematic Analysis (TA) with Large Language Model (LLM) on data which is in a different language than English. While there has been initial pro…

cs.CL2024★ 2 cited

Reflections on Inductive Thematic Saturation as a potential metric for measuring the validity of an inductive Thematic Analysis with LLMs

Stefano De Paoli, Walter Stan Mathis

This paper presents a set of reflections on saturation and the use of Large Language Models (LLMs) for performing Thematic Analysis (TA). The paper suggests that initial thematic s…

cs.HC2023★ 2 cited

Improved prompting and process for writing user personas with LLMs, using qualitative interviews: Capturing behaviour and personality traits of users

Stefano De Paoli

This draft paper presents a workflow for creating User Personas with Large Language Models, using the results of a Thematic Analysis of qualitative interviews. The proposed workflo…

cs.CL2023★ 5 cited

Writing user personas with Large Language Models: Testing phase 6 of a Thematic Analysis of semi-structured interviews

Stefano De Paoli

The goal of this paper is establishing if we can satisfactorily perform a Thematic Analysis (TA) of semi-structured interviews using a Large Language Model (more precisely GPT3.5-T…

cs.CL2023★ 13 cited

Can Large Language Models emulate an inductive Thematic Analysis of semi-structured interviews? An exploration and provocation on the limits of the approach and the model

Stefano De Paoli

Large Language Models (LLMs) have emerged as powerful generative Artificial Intelligence solutions which can be applied to several fields and areas of work. This paper presents res…