Testeando ATLAS.ti con OpenAI: hacia un nuevo paradigma para el análisis cualitativo de entrevistas con inteligencia artificial

Carlos, Lopezosa, Lluís, Codina and Juan-José, Boté-Vericad Testeando ATLAS.ti con OpenAI: hacia un nuevo paradigma para el análisis cualitativo de entrevistas con inteligencia artificial., 2023 [Report]

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English abstract

This report aims to provide practical guidance to researchers on how to code interviews in research projects and identify response patterns using the computer-assisted content analysis program ATLAS.ti and its new artificial intelligence (AI) tool released on March 28, 2023. Specifically, this work tests and explains how this recent AI service provided by ATLAS.ti, called AI Coding, a beta tool designed to simplify the process of coding interview responses, works, and is powered by OpenAI's GPT model. As a bonus, a section dedicated to automatic transcription of voice-recorded interviews using OpenAI's Whisper is included.

Spanish abstract

Este informe busca brindar orientación práctica a los investigadores para codificar entrevistas en proyectos de investigación e identificar patrones de respuestas mediante el uso del programa de análisis de contenido asistido por ordenador ATLAS.ti y su nueva herramienta de inteligencia artificial (IA) lanzada el 28 de marzo de 2023. Más concretamente, este trabajo pone a prueba y explica cómo funciona este reciente servicio de IA proporcionado por ATLAS.ti, llamado AI Coding, una herramienta en fase beta diseñada para simplificar el proceso de codificación de las respuestas de las entrevistas y que está impulsada con el modelo GPT de la empresa OpenAI. Se añade como bonus, un apartado dedicado a la transcripción automática de entrevistas registradas con voz gracias a Whisper de OpenAI.

Item type: Report
Keywords: ChatGPT, ATLAS.ti, artificial intelligence, AI, CAQDAS, interviews, qualitative research, qualitative methodologies, data analysis, Whisper OpenA
Subjects: B. Information use and sociology of information > BJ. Communication
Depositing user: Carlos Lopezosa
Date deposited: 20 Jun 2023 21:44
Last modified: 20 Jun 2023 21:44
URI: http://hdl.handle.net/10760/44493

References

• ATLAS.ti (2022). ATLAS.ti, https://atlasti.com

• Barry, C. (1998) Choosing Qualitative Data Analysis Software: Atlas/ti and Nudist Compared, Sociological Research Online, vol. 3, no. 3, http://www.socresonline.org.uk/3/3/4.html

• Braun, V., and V. Clarke. (2013). Successful Qualitative Research: A Practical Guide for Beginners. London: Sage.

• Dias, J.;Meireles, I.;Ribeiro, M.; Braga, T.; Catafesta, F.;Bernardino, E. (2016) Uso del software NVivo® en una investigación con Teoría Fundamentada. Index de Enermería, 25 (4)

• Díaz-Bravo, L.; Torruco-García, U.; Martínez-Hernández,M.; Varela-Ruiz, M. (2003). La entrevista, recurso flexible y dinámico, Investigación en educación médica, 2 (7)

• Gibson, W.; Callery, P.; Campbell, M.; Hall, A.; and Richards, D. (2004) The Digital Revolution in Qualitative Research: Working with Digital Audio Data Through Atlas.Ti, Sociological Research Online, Volume 10, Issue 1, < http://www.socresonline.org.uk /10/1/gibson.html> doi:10.5153/sro.1044

• Hwang, S. (2008) Utilizing Qualitative Data Analysis Software A Review of Atlas.ti, Social Science Computer Review, 26 (4), DOI: 10.1177/0894439307312485

• Kalpokaite, N.; Radivojevic, I. (2019): Teaching qualitative data analysis software online: a comparison of face-to-face and e-learning ATLAS.ti courses, International Journal of Research & Method in Education, DOI: 10.1080/1743727X.2019.1687666

• Krippendorff, Klaus (2004). Content analysis: an introduction to its methodology. London: Sage. ISBN: 978 0 761915454

• Lopezosa C, Codina L, Freixa P. (2022) ATLAS.ti para entrevistas semiestructuradas: guía de uso para un análisis cualitativo eficaz. 30 p. (Serie Editorial DigiDoc. DigiDoc Reports)

• Lopezosa C, Codina L. (2023) ChatGPT y software CAQDAS para el análisis cualitativo de entrevistas: pasos para combinar la inteligencia artificial de OpenAI con ATLAS.ti, Nvivo y MAXQDA. Barcelona: Universitat Pompeu Fabra. Departament de Comunicació, 94 p. (Serie Editorial DigiDoc. DigiDoc Reports).

• Mayring, P. (2014). Qualitative content analysis: Theoretical foundation, basic procedures and software solution. https://nbn-resolving.org/urn:nbn:de:0168-ssoar-395173

• Menezes-Brito, M.J.; Silva, C.; Cozer, L.; Rezende, L.; Siqueira, H.; Souza, F. (2017) Potentialities of Atlas.ti for Data Analysis in Qualitative Research in Nursing, Computer Supported Qualitative Research, Studies in Systems, Decision and Control, 71, DOI 10.1007/978-3-319-43271-7_7

• Muhr, T. (1991) ATLAS/ti--A Prototype for the Support of Text Interpretation, Qualitative Sociology, Vol. 14, No. 4, 1991

• Niedbalski, J.; Ślęzak, I. (2017) Computer Assisted Qualitative Data Analysis Software. Using the NVivo and Atlas.ti in the Research Projects Based on the Methodology of Grounded Theory, Computer Supported Qualitative Research, Studies in Systems, Decision and Control, 71, DOI 10.1007/978-3-319-43271-7_8

• Paulus, T.; Woods, M.; Atkins, D. & Macklin, R.(2015): The discourse of QDAS: reporting practices of ATLAS.ti and NVivo users with implications for best practices, International Journal of Social Research Methodology, DOI: 10.1080/13645579.2015.1102454

• Paulus, T; Bennett, A. (2015): ‘I have a love–hate relationship with ATLAS.ti’™: integrating qualitative data analysis software into a graduate research methods course, International Journal of Research & Method in Education, DOI: 10.1080/1743727X.2015.1056137

• Paulus, T.; Lester, J. (2015): ATLAS.ti for conversation and discourse analysis studies, International Journal of Social Research Methodology, DOI: 10.1080/13645579.2015.1021949

• Paulus, T.; Pope, E.; Woolf, N. Silver, C. (2018): It will be very helpful once I understand ATLAS.ti: Teaching ATLAS.ti using the Five-Level QDA method, International Journal of Social Research Methodology, DOI: 10.1080/13645579.2018.1510662

• Rambaree, K.; Nässén, N. (2021) Digitalization of Critical Reflection with ATLAS.ti Software in Social Work Supervision, Social Sciences, 10: 95. https://doi.org/10.3390/socsci10030095

• Scales, J. (2013) Qualitative analysis of student assignments: a practical look at ATLAS.ti, Reference Services Review, Vol. 41 No. 1, 2013, pp. 134-147, DOI 10.1108/00907321311300956

• Schultheiß, S. and Lewandowski, D. (2020) Expert interviews with stakeholder groups in the context of commercial search engines within the SEO Effect project, SEO-Effekt Working Paper , 1-53

• Schultheiß, S. and Lewandowski, D. (2021), “Outside the industry, nobody knows what we do” SEO as seen by search engine optimizers and content providers, Journal of Documentation, Vol. 77 No. 2, pp. 542-557. https://doi.org/10.1108/JD-07-2020-0127

• Vila-Henninger, L.A. (2019) Turning Talk into “Rationales”: Using the Extended Case Method for the Coding and Analysis of Semi-Structured Interview Data in ATLAS.ti, Bulletin de Methodologie Sociologique, Vol. 143 28–52, DOI: 10.1177/0759106319852887

• Woods,M.; Paulus,T.; Atkins, D.; Macklin, R. (2015) Advancing Qualitative Research Using Qualitative Data Analysis Software (QDAS)? Reviewing Potential Versus Practice in Published Studies using ATLAS.ti and NVivo, 1994–2013, Social Science Computer Review, 1-21, DOI: 10.1177/0894439315596311


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