Is Bias And Impartiality In The Eye Of The Beholder? An Exploration on Reflexivity And Its Contribution Towards Credible Qualitative Research

Authors

  • Fadzila Azni Ahmad Centre for Islamic Development Management Studies (ISDEV),Universiti Sains Malaysia

DOI:

https://doi.org/10.37231/jimk.2025.26.3.981

Abstract

Background: Reflexivity is a practice used in qualitative research in order to overcome issues of bias. Bias has been known to arise surreptitiously in the subjective interpretation and analysis of qualitative findings. This paper explores the literature on the practice of reflexivity and finds a gap in the exemplification of the practice of reflexivity itself. The existing literature is still somewhat vague on how and what reflexive notes are and how they can be integrated within the actual research itself. Objective: The aim of this paper is to narrate various notes on reflexivity that have been conducted on a qualitative research. Methods: The qualitative research explores the expectations of industry practitioners on graduate employability skills for a higher education internship programme in Brunei Darussalam. Results: Based on the results of reflexive notes of the study, the findings show several factors that arise that contribute towards impartial interpretation of research findings which include language, proximity and familiarity, shared knowledge and interview structure. An additional factor also shows how bias may contribute towards inequity. Conclusion: Therefore, this result shows the importance of impartial collaboration between both higher education and industry practitioners to overcome the issue of inequity. 

References

Alhejaili, A., Wharrad, H., & Windle, R. (2022). Method during Social Distancing : Benefits and Challenges. 1–12.

ApricotFields. (2020). Urban Dictionary. https://www.urbandictionary.com/define.php?term=Brulish

Arnold, R., Mahato, P., Holloway, R., & Teijlingen, E. R. Van. (2023). Writing and publishing a reflective paper : Three case studies. January.

Azahari, L. M., & Ahmad, F. A. (2022). Complementing Quality Education with Sustainable Employment for the Future of Work: An Overview. Journal of UCYP Press, 1(1), 29–34. www.journal.ucyp.edu.my

Barton, G., Khosronejad, M., Ryan, M., Kervin, L., & Myhill, D. (2024). Teaching creative writing in primary schools: a systematic review of the literature through the lens of reflexivity. Australian Educational Researcher, 51(4), 1311–1330. https://doi.org/10.1007/s13384-023-00641-9

Bell. (2022). The Challenges And Benefits Of Insider Research Within A Professional Doctoral Study – An Exploration Of Experience And Review Of Current Literature. EDULEARN22 Proceedings, Pp. 8685-8690., 8685-8690. https://library.iated.org/view/BELL2022CHA

Creswell, J.W., & Miller, D. L. (2000). Insider-Outsider Research in Qualitative Inquiry. In Theory Into Practice (Vol. 39, Issue 3). Routledge.

Kinitz, D. J. (2022). The Emotional and Psychological Labor of Insider Qualitative Research Among Systemically Marginalized Groups: Revisiting the Uses of Reflexivity. Qualitative Health Research, 32(11), 1635–1647. https://doi.org/10.1177/10497323221112620

Lees, A. B., Walters, S., & Godbold, R. (2022). Illuminating the Role of Reflexivity Within Qualitative Pilot Studies: Experiences From a Scholarship of Teaching and Learning Project. International Journal of Qualitative Methods, 21. https://doi.org/10.1177/16094069221076933

McGlacken, R. (2023). A review of reflexive practice in qualitative research teams. 1–11.

MTIC. (2019). Digital Economy Master Plan 2025. http://www.mtic.gov.bn/DE2025/documents/Digital Economy Masterplan 2025.pdf

Nunan, D. (2021). Collection: Privacy and research ethics. International Journal of Market Research, 63(3), 271–274. https://doi.org/10.1177/14707853211015445

Olmos-Vega, F. M., Stalmeijer, R. E., Varpio, L., & Kahlke, R. (2022). A practical guide to reflexivity in qualitative research: AMEE Guide No. 149. Medical Teacher, 0(0), 1–11. https://doi.org/10.1080/0142159X.2022.2057287

Pousti, Hamid, Urquhart, & Cathy. (2021). Researching the virtual: a frame- work for reflexivity in qualitative social media research. 31, 356–383.

Ritter, C., Koralesky, K. E., Saraceni, J., Roche, S., Vaarst, M., & Kelton, D. (2023). Invited review: Qualitative research in dairy science—A narrative review. Journal of Dairy Science, 106(9), 5880–5895. https://doi.org/10.3168/jds.2022-23125

Schreier, M. (2012). Qualitative Content Analysis in Practice. In SAGE Publications.

Taquette, S. R., & Borges da Matta Souza, L. M. (2022). Ethical Dilemmas in Qualitative Research: A Critical Literature Review. International Journal of Qualitative Methods, 21, 1–15. https://doi.org/10.1177/16094069221078731

Tomlinson, J., & Medlinskiene, K. (2024). Reflexivity in pharmacy practice qualitative research: systematic review of twelve peer-reviewed journals. International Journal of Pharmacy Practice, 32(Supplement_1), i5–i6. https://doi.org/10.1093/ijpp/riae013.007

Published

2025-12-31

Issue

Section

Articles

How to Cite

Is Bias And Impartiality In The Eye Of The Beholder? An Exploration on Reflexivity And Its Contribution Towards Credible Qualitative Research. (2025). Jurnal Islam Dan Masyarakat Kontemporari, 26(3). https://doi.org/10.37231/jimk.2025.26.3.981