A Scoping Review of L2 Studies Employing Q Methodology
Main Article Content
Abstract
This article presents a scoping review of research on learning and teaching a second or a foreign language (L2 research) that employed Q methodology. The main aim was to assess the published Q studies on language learners’ and language educators’ opinions and beliefs concerning a variety of personally and socially important issues. This review was implemented according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. A search of three academic databases was conducted, namely, Academic Search Complete, Scopus, and Web of Science. Titles and abstracts of articles in these databases were subjected to the inclusion of the terms ‘Q methodology/Q method’, ‘language learning’, and ‘language teaching’. In total, 53 relevant articles published in English language peer-reviewed academic journals between the year 2013 and 2023 were analysed. We examined the geographical distribution of L2 studies that employed Q as well as the topics and key methodological decisions made by their authors. This scoping review found evidence of growing popularity of Q methodology among L2 researchers, particularly over the past 4 years. The published articles explored a wide variety of issues, including L2 motivation, language beliefs and novel for L2 research topics, such as boredom in the L2 classroom and language teachers’ moral distress. This scoping review concludes by considering implications for future development of L2 research employing Q.
Article Details

This work is licensed under a Creative Commons Attribution 4.0 International License.
References
Akhtar-Danesh, N. (2016). An overview of the statistical techniques in Q methodology: Is there a better way of doing Q analysis. Operant Subjectivity, 38(3–4), 29–36. https://doi.org/10.22488/okstate.17.100553
Alkhateeb, H., Al Hamad, M., & Mustafawi, E. (2020). Revealing stakeholders’ perspectives on educational language policy in higher education through Q-methodology. Current Issues in Language Planning, 21(4), 415–433. https://doi.org/10.1080/14664208.2020.1741237
Alkhateeb, H., & Alshaboul, Y. (2022). Teachers’ understanding of the importance of students’ mother tongue(s) in Qatar’s international English-medium primary schools: findings from Q method research. Current Issues in Language Planning, 23(1), 37–56. https://doi.org/10.1080/14664208.2021.1925456
Alkhateeb, H., & Bouherar, S. (2023). Sustainability and educational language policy in Arab higher education: findings from Q research. Current Issues in Language Planning, 24(5), 573–595. https://doi.org/10.1080/14664208.2022.2155925
Banasick, S, (2019). KADE: A desktop application for Q methodology. Journal of Open Source Software, 4(36), 1360. https://doi.org/10.21105/joss.01360
Barcelos, A. M. F., & Kalaja, P. (2011). Introduction to beliefs about SLA revisited. System, 39(3), 281–289. https://doi.org/10.1016/j.system.2011.07.001
Brown, S. R. (1980). Political subjectivity: Applications of Q methodology in political science. New Haven, CT: Yale University Press.
Brown, S.R. (1986). Q technique and method: Principles and procedures. In W. D. Berry, & M. S. Lewis-Beck (Eds.), New tools for social scientists (pp. 57–76). Beverly Hills, CA: Sage.
Brown, S. R. (1993). A primer on Q methodology. Operant Subjectivity, 16(3/4), 91–138. https://doi.org/10.22488/okstate.93.100504
Brown, S. R. (1996). Q methodology and qualitative research. Qualitative Health Research, 6(4), 561–567. https://doi.org/10.1177/104973239600600408
Brown, S. R., & Robyn, R. (2004). Reserving a key place for reality: Philosophical foundations of theoretical rotation. Operant Subjectivity, 27(3), 104–124. https://doi.org/10.22488/okstate.04.100523
Camenzuli, R., Lundberg, A., & Gauci, P. (2022). Collective teachers’ beliefs about multilingualism in Maltese primary education. International Journal of Bilingual Education and Bilingualism, 26(4), 379–454. https://doi.org/10.1080/13670050.2022.2114787
Caruso, M., & Fraschini, N. (2021). A Q methodology study into vision of Italian L2 university students: An Australian perspective. The Modern Language Journal, 105(2), 552–568. https://doi.org/10.1111/modl.12713
Chang, P., & Zhou, L. (2023). Pinpointing the pivotal mediating forces of directed motivational currents (DMCs): Evidence from the Q methodology. System, 117, 103095. https://doi.org/10.1016/j.system.2023.103095
Charoenpornsook, V., & Thumvichit, A. (2023). Engineering students’ challenges and coping strategies in English-medium instruction: A Q methodology study. ResearchSquare preprint. https://doi.org/10.21203/rs.3.rs-3376598/v1
Churruca, K., Ludlow, K., Wu, W., Gibbons, K., Nguyen, H. M., Ellis, L. A., & Braithwaite, J. (2021). A scoping review of Q-methodology in healthcare research. BMC Medical Research Methodology, 21(1), 125. https://doi.org/10.1186/s12874-021-01309-7
Collins, L., & Angelova, M. (2015). What helps TESOL methods students learn: Using Q methodology to investigate students’ views of a graduate TESOL methods class. International Journal of Teaching and Learning in Higher Education, 27(2), 247–260.
Collins, L. J., & Liang, X. (2014). Task relevance in the design of online professional development for teachers of ELLs: AQ methodology study. Turkish Online Journal of Distance Education, 15(3), 268–281.
Cooke, S. (2020). Using Q methodology to examine the effect of imagery training on possible second language selves among basic English users. Konińskie Studia Językowe, 8(2), 121–141.
Damio, S. M. (2016). Q Methodology: An overview and steps to implementation. Asian Journal of University Education, 12(1), 105.
Damio, S. M., & Hashim, H. (2014). Conceptions of autonomy in language learning from a cultural perspectives using Q methodology. IIUM Journal of Educational Studies, 2(1), 33–45. https://doi.org/10.31436/ijes.v2i1.27
Deignan, T., & Morton, T. (2022). The challenges of English medium instruction for subject lecturers: a shared viewpoint. ELT Journal, 76(2), 208–217. https://doi.org/10.1093/elt/ccab084
Ding, X., Liu, Y., & Peng, J. E. (2023). Straddling burnout and resilience: a Q methodology study among high school EFL teachers. Journal of Multilingual and Multicultural Development, ahead-of-print. https://doi.org/10.1080/01434632.2023.2193171
Dziopa, F., & Ahern, K. (2011). A systematic literature review of the applications of Q-technique and its methodology. Methodology, 7(2), 45–55. https://doi.org/10.1027/1614-2241/a000021
Fraschini, N. (2020). ‘Because Korean is cool’ adolescent learners’ vision, motivation, and the study of the Korean language. Journal of Korean Language Education, 31(English edition), 37–74.
Fraschini, N. (2022). Language learners’ emotional dynamics: Insights from a Q methodology intensive single-case study. Language, Culture and Curriculum, 36(2), 222–239. https://doi.org/10.1080/07908318.2022.2133137
Fraschini, N., & Caruso, M. (2019). “I can see myself…”: A Q methodology study on self vision of Korean language learners. System, 87, 102147. https://doi.org/10.1016/j.system.2019.102147
Fraschini, N., & Park, H. (2021). Anxiety in language teachers: Exploring the variety of perceptions with Q methodology. Foreign Language Annals, 54(2), 341–364. https://doi.org/10.1111/flan.12527
Fraschini, N., & Park, H. (2022). A Q methodology study to explore Korean as a second language undergraduate student-teachers’ anxiety. International Journal of Educational Research Open, 3, 100145. https://doi.org/10.1016/j.ijedro.2022.100145
Gailey, S. M., & Knowles, R. T. (2022). Exploring preservice teachers’ civic education beliefs with Q methodology. Teaching Education, 33(4), 470–490. https://doi.org/10.1080/10476210.2021.1979511
Gallagher, K., & Porock, D. (2010). The use of interviews in Q methodology: Card content analysis. Nursing Research, 59(4), 295–300. https://doi.org/10.1097/NNR.0b013e3181e4ffff
Goldman, I. (1999). Q methodology as process and context in interpretivism, communication, and psychoanalytic psychotherapy research. The Psychological Record, 49, 589–604. https://doi.org/10.1007/BF03395329
Gyenes, A. (2021). Student perceptions of critical thinking in EMI programs at Japanese universities: A Q-methodology study. Journal of English for Academic Purposes, 54, 101053. https://doi.org/10.1016/j.jeap.2021.101053
Hensel, D., Toronto, C., Lawless, J., & Burgess, J. (2022). A scoping review of Q methodology nursing education studies. Nurse Education Today, 109, 105220. https://doi.org/10.1016/j.nedt.2021.105220
Irie, K. (2014). Q methodology for post-social-turn research in SLA. Studies in Second Language Learning and Teaching, 4(1), 13–45. https://doi.org/10.14746/ssllt.2014.4.1.2
Irie, K., Ryan, S., & Mercer, S. (2018). Using Q methodology to investigate pre-service EFL teachers’ mindsets about teaching competences. Studies in Second Language Learning and Teaching, 8(3), 575–598. https://doi.org/10.14746/ssllt.2018.8.3.3
Jodaei, H., Zareian, G., Amirian, S. M. R., & Adel, S. M. R. (2021). The interplay of teacher motivation and learner motivation: A Q method study. Current Psychology, 40, 1696–1710. https://doi.org/10.1007/s12144-018-0091-5
Kentzer, N., Bracey, P., & Devecchi, C. (2019). Using activity theory and Q methodology to examine the experiences of in-service trainee teachers in the English further education sector. Research in Post-Compulsory Education, 24(4), 439–461. https://doi.org/10.1080/13596748.2019.1654711
Kerlinger, F. N. (1979). Behavioral research a conceptual approach. Harcourt College Publishers.
Kim, S. E., Fraschini, N., & Park, H. (2023). Defining competencies for training non-native Korean speaking teachers: A Q methodology approach. International Review of Applied Linguistics in Language Teaching, ahead-of-print. https://doi.org/10.1515/iral-2023-0200
Kruk, M., Pawlak, M., Shirvan, M. E., Taherian, T., & Yazdanmehr, E. (2022). Potential sources of foreign language learning boredom: A Q methodology study. Studies in Second Language Learning and Teaching, 12(1), 37–58. https://doi.org/10.14746/ssllt.2022.12.1.3
Li, X. (2022). The significance of Q-methodology as an innovative method for the investigation of affective variables in second language acquisition. Frontiers in Psychology, 13, 995660. https://doi.org/10.3389/fpsyg.2022.995660
Lo Bianco, J. (2001). Officialising language: A discourse study of language politics in the United States [doctoral dissertation, The Australian National University].
Lu, J., Wang, Y., Shen, Q., & Gao, X. (2022). Investment in learning Chinese by international students studying Chinese as a Second Language (CSL). Sustainability, 14(23), 15664. https://doi.org/10.3390/su142315664
Lu, X., & Geng, Z. (2022). Faith or path? Profiling the motivations of multilingual Chinese as a foreign language teachers using Q methodology. Language Teaching Research, 29(3), 1345–1371. https://doi.org/10.1177/13621688221099079
Lu, X., Zheng, Y., & Ren, W. (2019). Motivation for learning Spanish as a foreign language: The case of Chinese L1 speakers at university level. Círculo de Lingüística Aplicada a la Comunicación, 79, 79. https://doi.org/10.5209/clac.65649
Lu, X., Zou, X., & Tao, J. (2020). Spanish language teachers’ pedagogical beliefs in Chinese universities. Círculo de Lingüística Aplicada a la Comunicación, 84, 41–53. https://doi.org/10.5209/clac.71994
Lu, Y., & Xiong, T. (2023). The attitudes of high school students and teachers toward mobile apps for learning English: A Q methodology study. Social Sciences & Humanities Open, 8(1), 100555. https://doi.org/10.1016/j.ssaho.2023.100555
Lundberg, A. (2019a). Teachers’ beliefs about multilingualism: findings from Q method research. Current Issues in Language Planning, 20(3), 266–283. https://doi.org/10.1080/14664208.2018.1495373
Lundberg, A. (2019b). Teachers’ viewpoints about an educational reform concerning multilingualism in German-speaking Switzerland. Learning and Instruction, 64, 101244. https://doi.org/10.1016/j.learninstruc.2019.101244
Lundberg, A., de Leeuw, R., & Aliani, R. (2020). Using Q methodology: Sorting out subjectivity in educational research. Educational Research Review, 31, 100361. https://doi.org/10.1016/j.edurev.2020.100361
McKeown, B. F., & Thomas, D. B. (2013). Q methodology (2nd ed.). Los Angeles, CA: Sage. https://doi.org/10.4135/9781483384412
Moher, D., Liberati, A., Tetzlaff, J., Altman, D. G., & PRISMA Group. (2009). Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement. PLoS Medicine, 6(7), e1000097. https://doi.org/10.1371/journal.pmed.1000097.
Page, M. J., McKenzie, J. E., Bossuyt, P. M., Boutron, I., Hoffmann, T. C., Mulrow, C. D., ... & Moher, D. (2021). The PRISMA 2020 statement: An updated guideline for reporting systematic reviews. International Journal of Surgery, 88, 105906. https://doi.org/10.1016/j.ijsu.2021.105906
Peng, J. E., & Wu, L. (2024). Motivational profiles of Chinese university students majoring in Spanish: a comparative study. Journal of Multilingual and Multicultural Development, 45(6), 1938–1955. https://doi.org/10.1080/01434632.2022.2035740
Peters, M. D., Godfrey, C. M., Khalil, H., McInerney, P., Parker, D., & Soares, C. B. (2015). Guidance for conducting systematic scoping reviews. JBI Evidence Implementation, 13(3), 141–146. https://doi.org/10.1097/XEB.0000000000000050
Pigott, T. D., & Polanin, J. R. (2020). Methodological guidance paper: High-quality meta-analysis in a systematic review. Review of Educational Research, 90(1), 24–46. https://doi.org/10.3102/0034654319877153
Qi, Y., & Othman, R. (2023). Investigating Chinese tertiary EFL teachers’ beliefs and practices in the application of learning management systems using Q Methodology. Arab World English Journal, 14(4), 111–130. https://doi.org/10.24093/awej/vol14no4.7
Ramlo, S. E. (2020). Divergent viewpoints about the statistical stage of a mixed method: Qualitative versus quantitative orientations. International Journal of Research & Method in Education, 43(1), 93–111.
Rock, J. (2013). Exploring vocabulary-related epistemological beliefs with Q-methodology. L’analisi Linquistica E Letteraria, 21(2), 137–154.
Schmolck, P., & Atkinson, J. (2014). PQMethod (version 2.35). http://schmolck.org/qmethod/
Slaughter, Y., Bonar, G., & Keary, A. (2022). The role of membership viewpoints in shaping language teacher associations: A Q methodology analysis. TESOL Quarterly, 56(1), 281–307. https://doi.org/10.1002/tesq.3068
Slaughter, Y., Lo Bianco, J., Aliani, R., Cross, R., & Hajek, J. (2019). Language programming in rural and regional Victoria: Making space for local viewpoints in policy development. Australian Review of Applied Linguistics, 45(3), 274–300. https://doi.org/10.1075/aral.18030.sla
Stenner, P., & Stainton Rogers, R. (2004). Q methodology and qualiquantology: The example of discriminating between emotions. In Z. Todd, B. Nerlich, S. McKeown, & D. D. Clarke (Eds.), Mixing methods in psychology: The integration of qualitative and quantitative methods in theory and practice (pp. 101–120). Psychology Press.
Stephenson, W. (1935a). Technique of factor analysis. Nature, 136(3434), 297. https://doi.org/10.1038/136297b0
Stephenson, W. (1935b). Correlating persons instead of tests. Character and Personality, 4, 17–24. https://doi.org/10.1111/j.1467-6494.1935.tb02022.x
Stephenson, W. (1953). The study of behavior: Q-technique and its methodology. Chicago: University of Chicago Press.
Stephenson, W. (1978). Concourse theory of communication. Communication, 3, 21–40.
Stephenson, W. (1986). Protoconcursus: The concourse theory of communication. Operant Subjectivity, 9(2), 37–58. https://doi.org/10.22488/okstate.86.100574
Stephenson, W. (1993). Introduction to Q-methodology. Operant Subjectivity, 17(1/2), 1–13. https://doi.org/10.22488/okstate.93.100509
Sung, P., & Akhtar, N. (2017). Exploring preschool teachers’ perspectives on linguistic diversity: A Q study. Teaching and Teacher Education, 65, 157–170. https://doi.org/10.1016/j.tate.2017.03.004
Thumvichit, A. (2022a). Illuminating insights into subjectivity: Q as a methodology in applied linguistics research. Applied Linguistics Review, ahead-of-print. https://doi.org/10.1515/applirev-2021-0205
Thumvichit, A. (2022b). Unfolding the subjectivity of foreign language enjoyment in online classes: AQ methodology study. Journal of Multilingual and Multicultural Development, ahead-of print. https://doi.org/10.1080/01434632.2022.2050917
Thumvichit, A. (2022c). Enjoyment in language teaching: A study into EFL teachers’ subjectivities. International Review of Applied Linguistics in Language Teaching, ahead-of-print. https://doi.org/10.1515/iral-2022-0087
Thumvichit, A. (2023a). ‘I’m aware of that, but…’: Breaking the silence on moral distress among language teachers. Language, Culture and Curriculum, 36(3), 343–360. https://doi.org/10.1080/07908318.2023.2189268
Thumvichit, A. (2023b). Understanding emotion-regulation among foreign language teachers in response to classroom stressors: Findings from a Q methodology study. Social Psychology of Education, 26, 1593–1620. https://doi.org/10.1007/s11218-023-09809-8
Tricco, A. C., Lillie, E., Zarin, W., O’Brien, K. K., Colquhoun, H., Levac, D., ... & Straus, S.E. (2018). PRISMA extension for scoping reviews (PRISMA-ScR): Checklist and explanation. Annals of Internal Medicine, 169(7), 467–473. https://doi.org/10.7326/M18-0850
Ünsal, F., & Kasap, S. (2023). Investigating English teachers› perceptions of English language education through the Q Method. Shanlax International Journal of Education, 11(4), 15–24. https://doi.org/10.34293/education.v11i4.6297
Vanbuel, M. (2022). How stakeholders see the implementation of language education policy: A Q-study. Current Issues in Language Planning, 23(1), 57–76. https://doi.org/10.1080/14664208.2021.1928427
Wang, Y., & Nikitina, L. (2023). A Q Study of Mainland Chinese English language learners’ epistemic beliefs. REFLections, 30(1), 84–103. https://doi.org/10.61508/refl.v30i1.264850
Wang, Y., Nikitina, L., Kaur, J., & Furuoka, F. (2022). Developing and piloting a Q-sample on Chinese language learners’ epistemic beliefs. Journal of Language and Education, 8(3), 119–132.
Watts, S. (2015). Develop a Q methodological study. Education for Primary Care, 26(6), 435–437. https://doi.org/10.1080/14739879.2015.1101855
Watts, S., & Stenner, P. (2012). Doing Q methodological research: Theory, method and interpretation. London, England: Sage. https://doi.org/10.4135/9781446251911
Wu, P., & Wang, Y. (2021). Investigating business English teachers’ belief about online assessment: Q methodology conducted during COVID-19 period. The Asia-Pacific Education Researcher, 30, 621–630. https://doi.org/10.1007/s40299-021-00604-7
Wu, X., & Forbes, K. (2022). Multilingual identity in schools: A Q methodological study with Chinese LOTE-as-L3 learners in international and public high school contexts. Journal of Language, Identity & Education, ahead-of-print. https://doi.org/10.1080/15348458.2022.2134138
Wu, X., & Forbes, K. (2023). Contextualising the temporal dimension in multilingual identity construction: A longitudinal Q methodological study with Chinese LOTE-learning public high school students. System, 116, 103090. https://doi.org/10.1016/j.system.2023.103090
Yang, Y., & Montgomery, D. (2013). Gaps or bridges in multicultural teacher education: A Q study of attitudes toward student diversity. Teaching and Teacher Education, 30, 27–37. https://doi.org/10.1016/j.tate.2012.10.003
Yuan, C., & Bianco, J. L. (2022). L2 Chinese teachers’ beliefs about engagement strategies for students in Australia: Findings from Q methodology research. System, 106, 102792. https://doi.org/10.1016/j.system.2022.102792
Zheng, Y., Lu, X., & Ren, W. (2019). Profiling Chinese university students’ motivation to learn multiple languages. Journal of Multilingual and Multicultural Development, 40(7), 590–604. https://doi.org/10.1080/01434632.2019.1571074
Zheng, Y., Lu, X., & Ren, W. (2020). Tracking the evolution of Chinese learners’ multilingual motivation through a longitudinal Q methodology. The Modern Language Journal, 104(4), 781–803. https://doi.org/10.1111/modl.12672