The Role of Artificial Intelligence in Research Methodology
Keywords:
Qualitative research, ChatGPT, Artificial intelligence (AI), Large language models (LLM), Data analysis, Academic researchAbstract
A tedious and intricate procedure, thematic analysis is a part of qualitative research. The potential for improving and partially automating theme analysis has been raised by the development of “generative artificial intelligence (A.I.)”, particularly big language models. Review the many studies on the use of artificial intelligence in research technique in this article. This review emphasizes the transformative role of Artificial Intelligence, particularly tools like Chat GPT, in enhancing research methodology. AI streamlines data analysis, fosters deeper insight generation, and supports personalized workflows, especially in qualitative research. However, its effectiveness hinges on user understanding, ethical awareness, and critical engagement. While AI can supplement human expertise, it should not replace it. A synergistic relationship between AI and human judgment is essential for valid outcomes. Future efforts must focus on developing standardized guidelines and fostering transparency to ensure responsible, meaningful, and contextually appropriate integration of AI in global research practices.
References
[1] İ. Yazici, I. Shayea, and J. Din, "A survey of applications of artificial intelligence and machine learning in future mobile networks-enabled systems," Eng. Sci. Technol. an Int. J., vol. 44, 2023,https://doi.org/10.1016/j.jestch.2023.101455
[2] C. Malin, C. Kupfer, J. Fleiß, B. Kubicek, and S. Thalmann, "In the AI of the Beholder-A Qualitative Study of HR Professionals' Beliefs about AI-Based Chatbots and Decision Support in Candidate Pre-Selection," Adm. Sci., vol. 13, no. 11, 2023,https://doi.org/10.3390/admsci13110231
[3] A. M. Saghiri, S. M. Vahidipour, M. R. Jabbarpour, M. Sookhak, and A. Forestiero, "A Survey of Artificial Intelligence Challenges: Analyzing the Definitions, Relationships, and Evolutions," Appl. Sci., vol. 12, no. 8, 2022,https://doi.org/10.3390/app12084054
[4] D. M. C. T. J. EnP, "Capabilities and Application of Artificial Intelligence (AI) Models in Qualitative and Quantitative Data Mining, Data Processing and Data Analysis," Arch. des Sci., vol. 74, no. 3, pp. 198-200, 2024,https://doi.org/10.62227/as/74331
[5] C. A. Fazakarley, M. Breen, P. Leeson, B. Thompson, and V. Williamson, "Experiences of using artificial intelligence in healthcare: A qualitative study of UK clinician and key stakeholder perspectives," BMJ Open, vol. 13, no. 12, pp. 1-8, 2023,https://doi.org/10.1136/bmjopen-2023-076950
[6] S. F. Ahmad et al., "Impact of artificial intelligence on human loss in decision making, laziness and safety in education," Humanit. Soc. Sci. Commun., vol. 10, no. 1, pp. 1-14, 2023,https://doi.org/10.1057/s41599-023-01787-8
[7] A. M. Vieriu and G. Petrea, "The Impact of Artificial Intelligence (AI) on Students' Academic Development," MDPI, vol. 2, pp. 153-158, 2025,https://doi.org/10.30983/bicc.v1i1.121
[8] N. H. Patil, S. H. Patel, and S. D. Lawand, "Research Paper On Artificial Intelligence And It's Applications," J. Adv. Zool., vol. 44, pp. 229-238, 2023,https://doi.org/10.53555/jaz.v44iS8.3544
[9] S. A. Z. Zaidi, E. Ahmad, and N. Shukla, "Ethical Considerations in the Use of Artificial Intelligence (AI) for Education and Research : A Review," Int. J. Innov. Sci. Eng. Manag., pp. 156-167, 2024, doi: 10.69968/ijisem.2024v3si2156-167.
[10] Z. Slimi, "The Impact of Artificial Intelligence on Higher Education: An Empirical Study," Eur. J. Educ. Sci., vol. 10, no. 1, pp. 17-33, 2023,https://doi.org/10.19044/ejes.v10no1a17
[11] M. Chen et al., "Acceptance of clinical artificial intelligence among physicians and medical students: A systematic review with cross-sectional survey," Front. Med., vol. 9, no. August, 2022,https://doi.org/10.3389/fmed.2022.990604
[12] L. Yu and Z. Yu, "Qualitative and quantitative analyses of artificial intelligence ethics in education using VOSviewer and CitNetExplorer," Front. Psychol., vol. 14, no. March, 2023,https://doi.org/10.3389/fpsyg.2023.1061778
[13] S. Castagno and M. Khalifa, "Perceptions of Artificial Intelligence among Healthcare Staff: A Qualitative Survey Study," Front. Artif. Intell., vol. 3, no. October, pp. 1-7, 2020,https://doi.org/10.3389/frai.2020.578983
[14] M. Govindaraj, C. Gnanasekaran, S. Thandayuthapani, S. V. Gnanamanickam, and P. Khan, "Role of Artificial Intelligence across Various Media Platforms: a Quantitative Investigation of Media Expert'S Opinion," J. Law Sustain. Dev., vol. 11, no. 5, pp. 1-14, 2023,https://doi.org/10.55908/sdgs.v11i5.1175
[15] S. Secinaro, D. Calandra, A. Secinaro, V. Muthurangu, and P. Biancone, "The role of artificial intelligence in healthcare: a structured literature review," BMC Med. Inform. Decis. Mak., vol. 21, no. 1, pp. 1-23, 2021,https://doi.org/10.1186/s12911-021-01488-9
[16] I. Bennis and S. Mouwafaq, "Advancing AI-driven thematic analysis in qualitative research: a comparative study of nine generative models on Cutaneous Leishmaniasis data," BMC Med. Inform. Decis. Mak., vol. 25, no. 1, 2025,https://doi.org/10.1186/s12911-025-02961-5
[17] H. E. Zhang, C. Wu, J. Xie, Y. Lyu, J. Cai, and J. M. Carroll, "Harnessing the Power of AI in Qualitative Research: Exploring, Using and Redesigning ChatGPT," Comput. Hum. Behav. Artif. Humans, vol. 1, no. 1, p. 29, 2025,https://doi.org/10.1016/j.chbah.2025.100144
[18] K. Ofosu-Ampong, "Artificial intelligence research: A review on dominant themes, methods, frameworks and future research directions," Telemat. Informatics Reports, vol. 14, no. March, p. 100127, 2024,https://doi.org/10.1016/j.teler.2024.100127
[19] P. A. Christou, "The Use of Artificial Intelligence (AI) in Qualitative Research for Theory Development," Qual. Rep., no. September, 2023,https://doi.org/10.46743/2160-3715/2023.6536
[20] T. V. Fridgeirsson, H. T. Ingason, H. I. Jonasson, and H. Gunnarsdottir, "A Qualitative Study on Artificial Intelligence and Its Impact on the Project Schedule, Cost and Risk Management Knowledge Areas as Presented in PMBOK®," Appl. Sci., vol. 13, no. 19, 2023,https://doi.org/10.3390/app131911081
[21] L. Hamilton, D. Elliott, A. Quick, S. Smith, and V. Choplin, "Exploring the Use of AI in Qualitative Analysis: A Comparative Study of Guaranteed Income Data," Int. J. Qual. Methods, vol. 22, pp. 1-13, 2023,https://doi.org/10.1177/16094069231201504
[22] D. L. Morgan, "Exploring the Use of Artificial Intelligence for Qualitative Data Analysis: The Case of ChatGPT," Int. J. Qual. Methods, vol. 22, pp. 1-10, 2023,https://doi.org/10.1177/16094069231211248
[23] C. Collins, D. Dennehy, K. Conboy, and P. Mikalef, "Artificial intelligence in information systems research: A systematic literature review and research agenda," Int. J. Inf. Manage., vol. 60, no. November 2020, p. 102383, 2021,https://doi.org/10.1016/j.ijinfomgt.2021.102383
[24] J. Serey et al., "Artificial intelligence methodologies for data management," Symmetry (Basel), vol. 13, no. 11, 2021,https://doi.org/10.3390/sym13112040
