Article published In: Questionable Research Practices in Applied Linguistics
Edited by Luke Plonsky
[Journal of Second Language Studies 8:2] 2025
► pp. 219–243
Investigating researcher perceptions of Questionable Research Practices
Published online: 28 July 2025
https://doi.org/10.1075/jsls.00048.ste
https://doi.org/10.1075/jsls.00048.ste
Abstract
In quantitative applied linguistics research, the ethical grey zone between responsible conduct of research and
blatant misconduct covers numerous researcher practices that may be more or less ethical depending on situational variables (e.g.,
context, researcher intent). Known as questionable research practices (QRPs), these actions coincide with the day-to-day decision
points that occur throughout the research process. Building on Larsson, T., Plonsky, L., Sterling, S., Kytö, M., Yaw, K., & Wood, M. (2023). On
the frequency, prevalence, and perceived severity of questionable research practices. Research
Methods in Applied
Linguistics, 2(3), 100064.
investigation of the prevalence and severity of 58 field-specific QRPs among researchers in the quantitative humanities, the
current study presents a thematic analysis of the 2,261 qualitative comments left by 167 of these survey respondents. Five
overarching themes were identified in these comments: Roughly half of the responses were justifications of QRP actions, while
others highlighted the contextually-dependent nature of QRPs and pointed to potential ambiguity in the wording of these items.
These findings offer implications for how we as a field discuss QRPs, as well as researcher training practices.
Article outline
- 1.Introduction and literature review
- 1.1Situating the current study
- 1.2Research theme
- 2.Methods
- 2.1Participants
- 2.2Instrument
- 2.3Procedures
- 2.4Analysis
- 3.Results and discussion
- 3.1Themes
- 3.1.1Theme 1: Justification of their action
- 3.1.2Theme 2: Comments about the QRP itself
- 3.1.3Theme 3: QRP problems
- 3.1.4Theme 4: Survey issue
- 3.1Themes
- 4.Implications, future directions, and conclusions
References
References (33)
Agnoli, F., Wicherts, J. M., Veldkamp, C. L., Albiero, P., & Cubelli, R. (2017). Questionable
research practices among Italian research psychologists. PloS
ONE, 12(3), e0172792.
Al-Marzouki, S., Roberts, I., Marshall, T., & Evans, S. (2005). The
effect of scientific misconduct on the results of clinical trials: A Delphi
survey. Contemporary Clinical
Trials, 26(3), 331–337.
Antes, A. L. (2014). A
systematic approach to instruction in research ethics. Accountability in
Research, 21(1), 50–67.
Antes, A. L., Murphy, S. T., Waples, E. P., Mumford, M. D., Brown, R. P., Connelly, S., & Devenport, L. D. (2009). A
meta-analysis of ethics instruction effectiveness in the sciences. Ethics &
Behavior, 19(5), 379–402.
Bottesini, J. G., Rhemtulla, M., & Vazire, S. (2022). What
do participants think of our research practices? An examination of behavioural psychology participants’
preferences. Royal Society Open
Science, 9(4), 200048.
Chin, J. M., Pickett, J. T., Vazire, S., & Holcombe, A. O. (2023). Questionable
research practices and open science in quantitative criminology. Journal of Quantitative
Criminology, 391, 21–51.
Fiedler, K., & Schwarz, N. (2016). Questionable
research practices revisited. Social Psychological and Personality
Science, 7(1), 45–52.
Guillemin, M., & Gillam, L. (2004). Ethics,
reflexivity, and “ethically important moments” in research. Qualitative
Inquiry, 10(2), 261–280.
Haggerty, K. D. (2004). Ethics
creep: Governing social science research in the name of ethics. Qualitative
Sociology, 271, 391–414.
Hall, J., & Martin, B. R. (2019). Towards
a taxonomy of research misconduct: The case of business school research. Research
Policy, 481, 414–427.
Indiana University Center for Postsecondary
Research. (2021). The Carnegie Classifications of Institutions of Higher
Education, 2021 Edition Bloomington, IN. Available at [URL]
Isbell, D. R., Brown, D., Chen, M., Derrick, D. J., Ghanem, R., Arvizu, M. N. G., Schnur, E., Zhang, M., & Plonsky, L. (2022). Misconduct
and questionable research practices: The ethics of quantitative data handling and reporting in applied
linguistics. The Modern Language
Journal, 106(1), 172–195.
John, L. K., Loewenstein, G., & Prelec, D. (2012). Measuring
the prevalence of questionable research practices with incentives for truth
telling. Psychological
Science, 23(5), 524–532.
Jordan, S. R. (2013). Conceptual
clarification and the task of improving research on academic ethics. Journal of Academic
Ethics, 111, 243–256.
Kumar, M. N. (2008). A
review of the types of scientific misconduct in biomedical research. Journal of Academic
Ethics, 61, 211–228.
Larsson, T., Plonsky, L., Sterling, S., Kytö, M., Yaw, K., & Wood, M. (2023). On
the frequency, prevalence, and perceived severity of questionable research practices. Research
Methods in Applied
Linguistics, 2(3), 100064.
Liu, Y., & Qi, H. (2024). Examining longitudinal changes in citation practices: A corpus-based analysis of L2 academic writing. Journal of Second Language Studies, 7(2), 267–294.
Makel, M. C., Hodges, J., Cook, B. G. , & Plucker, J. A. (2021). Both
questionable and open research practices are prevalent in education research. Educational
Researcher, 50(8), 493–504.
Msoroka, M. S., & Amundsen, D. (2018). One
size fits not quite all: Universal research ethics with diversity. Research
Ethics, 14(3), 1–17.
National Endowment for the
Humanities. (2022). What are the
humanities? January 19 [URL]
National Humanities
Center. (2022). What are the
humanities? January 19 Humanities in
action [URL]
Plonsky, L., Larsson, T., Sterling, S., Kytö, M., Yaw, K., & Wood, M. (2024). A taxonomy of questionable research practices in quantitative humanities. In De Costa, P. I., Rabie-Ahmed, A., & Cinaglia, C. (Eds.), Ethical issues in applied linguistics scholarship (pp. 10–27). John Benjamins.
Plonsky, L., Brown, D., Chen, M., Ghanem, R., Arvizu, M. N. G., Isbell, D. R. , & Zhang, M. (2024). “Significance
sells”: Applied linguists’ views on questionable research practices. Research Methods in
Applied
Linguistics, 31(11), 100099.
Sato, M., Loewen, S., & Pastushenkov, D. (2022). ‘Who
is my research for?’: Researcher perceptions of the research-practice relationship. Applied
Linguistics, 43(4), 625–652.
Steneck, N. H. (2007). Introduction
to the Responsible Conduct of Research:
(638422011-001) [dataset]. American Psychological Association.
Sterling, S., Plonsky, L., Larsson, T., Kytö, M., & Yaw, K. (2023). Introducing
and illustrating the Delphi method for applied linguistics research. Research Methods in
Applied
Linguistics, 2(1), 100040.
Swift, J. K., Christopherson, C. D., Bird, M. O., Zöld, A., & Goode, J. (2022). Questionable
research practices among faculty and students in APA-accredited clinical and counseling psychology doctoral
programs. Training and Education in Professional
Psychology, 16(3), 299–305.
Tauginienė, L., Gaižauskaitė, I., Razi, S., Glendinning, I., Sivasubramaniam, S., Marino, F., Cosentino, M., Anohina-Naumeca, A., & Kravjar, J. (2019). Enhancing
the taxonomies relating to academic integrity and misconduct. Journal of Academic
Ethics, 171, 345–361.
Van den Hoonaard, W. C. (2011). The
seduction of ethics: Transforming the social sciences. University of Toronto Press.
Wood, M., Larsson, T., Plonsky, L., Sterling, S., Kytö, M., & Yaw, K. (2024a). Addressing
questionable research practices in applied linguistics: A practical guide. Applied Linguistics Press. [URL]
Wood, M., Sterling, S., Larsson, T., Plonsky, L., Kytö, M., & Yaw, K. (2024b). Researchers
training researchers: Ethics training in quantitative applied linguistics. TESOL
Quarterly, tesq.3323.
Yaw, K., Plonsky, L., Larsson, T., Sterling, S., & Kytö, M. (2023). Research
ethics in applied linguistics. Language
Teaching, 56(4), 478–494.
Zhang, G. (2024). Emerging engineering scholars’ stance in citations. Journal of Second Language Studies, 7(2), 347–380.
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