The Development of Statistical Literacies in Colombian Applied Linguistics Teacher-Researchers
El desarrollo de literacidades estadísticas de docentes investigadores colombianos en lingüística aplicada
DOI:
https://doi.org/10.15446/profile.v27n2.117115Keywords:
applied linguistics, Colombian teacher-researchers, professional learning, statistical literacy development (en)desarrollo de literacidades estadísticas, docentes investigadores colombianos, formación docente, lingüística aplicada (es)
The action research study reported in this paper aimed to develop the statistical literacy of five applied linguistics teacher-researchers enrolled in a doctoral programme at a Colombian public university. A 16-week statistics course was tailored to their needs. Evidence from pre- and post-tests, three assignments, and retrospective reflections indicated that participants improved in performing, interpreting, and reporting quantitative data analyses and results, as well as in critically analysing quantitative research studies. Positive perceptions were also reported about the course design. It is concluded that tailored statistical training at early stages of a doctoral programme helps applied linguistics teacher-researchers develop statistical literacies. Implications for statistical training in undergraduate and graduate applied linguistics programmes are also discussed.
Esta investigación-acción buscó desarrollar la literacidad estadística de cinco docentes investigadores en lingüística aplicada inscritos en un programa doctoral de una universidad pública colombiana. Un curso de estadística de 16 semanas se adaptó a sus necesidades. Las pruebas de entrada y salida, las tareas pedagógicas y la reflexión retrospectiva mostraron cómo los participantes progresaron en la realización, la interpretación, el reporte de análisis y resultados estadísticos y en el análisis crítico de estudios cuantitativos. También se registraron percepciones positivas sobre el diseño del curso. Se concluye que la formación estadística al inicio del programa de doctorado ayudó a los participantes a desarrollar habilidades estadísticas. Además, se analizan las implicaciones para la formación estadística en lingüística aplicada en programas de pregrado y posgrado.
References
Burns, A. (2019). Action research: Developments, characteristics, and future directions. In J. W. Schwieter & A. Benati (Eds.), The Cambridge handbook of language learning (pp. 166–185). Cambridge University Press. https://doi.org/10.1017/9781108333603.008
Farsani, M. A., Jamali, H. R., Beikmohammadi, M., Ghorbani, B. D., & Soleimani, L. (2021). Methodological orientations, academic citations, and scientific collaboration in applied linguistics: What do research synthesis and bibliometrics indicate? System, 100, 102547. https://doi.org/10.1016/j.system.2021.102547
Gal, I. (2004). Statistical literacy: Meanings, components, responsibilities. In D. Ben-Zvi & J. Garfield (Eds.), The challenge of developing statistical literacy, reasoning and thinking (pp. 47–78). Springer. https://doi.org/10.1007/1-4020-2278-6_3
Gönülal, T. (2018). An investigation of the predictors of statistical literacy in second language acquisition. Eurasian Journal of Applied Linguistics, 4(1), 49–70. https://doi.org/10.32601/ejal.460631
Gönülal, T. (2019). Statistical knowledge and training in second language acquisition: The case of doctoral students. International Journal of Applied Linguistics, 171(1), 62–89. https://doi.org/10.1075/itl.18031.gon
Gönülal, T., Loewen, S., & Plonsky, L. (2017). The development of statistical literacy in applied linguistics graduate students. International Journal of Applied Linguistics, 168(1), 4–32. https://doi.org/10.1075/itl.168.1.01gon
Guapacha Chamorro, M. E., & Chaves Varón, O. (2023). EFL writing studies in Colombia between 1990 and 2020: A qualitative research synthesis. Profile Issues in Teachers’ Professional Development, 25(1), 247–267. https://doi.org/10.15446/profile.v25n1.94798
Khany, R., & Tazik, K. (2019). Levels of statistical use in applied linguistics research articles: From 1986 to 2015. Journal of Quantitative Linguistics, 26(1), 48–65. https://doi.org/10.1080/09296174.2017.1421498
Larson-Hall, J. (2016). A guide to doing statistics in second language research using SPSS and R (2nd ed.). Routledge. https://doi.org/10.4324/9781315775661
Larson-Hall, J., & Plonsky, L. (2015). Reporting and interpreting quantitative research findings: What gets reported and recommendations for the field. Language Learning, 65(S1), 127–159. https://doi.org/10.1111/lang.12115
Loerts, H., Lowie, W., & Seton, B. (2020). Essential statistics for applied linguistics: Using R or JASP (2nd ed.). Bloomsbury.
Loewen, S., Gönülal, T., Isbell, D. R., Ballard, L., Crowther, D., Lim, J., Maloney, J., & Tigchelaar, M. (2020). How knowledgeable are applied linguistics and SLA researchers about basic statistics? Data from North America and Europe. Studies in Second Language Acquisition, 42(4), 871–890. https://doi.org/10.1017/S0272263119000548
Loewen, S., Lavolette, E., Spino, L. A., Papi, M., Schmidtke, J., Sterling, S., & Wolff, D. (2014). Statistical literacy among applied linguists and second language acquisition researchers. TESOL Quarterly, 48(2), 360–388. https://doi.org/10.1002/tesq.128
Loewen, S., & Plonsky, L. (2016). An A–Z of applied linguistics research methods. Bloomsbury. https://doi.org/10.1007/978-1-137-40322-3
Love, J., Selker, R., Marsman, M., Jamil, T., Dropmann, D., Verhagen, J., Ly, A., Gronau, Q. F., Šmíra, M., Epskamp, S., Matzke, D., Wild, A., Knight, P., Rouder, J. N., Morey, R. D., & Wagenmakers, E.-J. (2019). JASP: Graphical statistical software for common statistical designs. Journal of Statistical Software, 88(2), 1–17. https://doi.org/10.18637/jss.v088.i02
Lowie, W., & Seton, B. (2013). Essential statistics for applied linguistics. Palgrave. DOI: https://doi.org/10.1007/978-1-137-28490-7
Mizumoto, A., & Plonsky, L. (2016). R as a lingua franca: Advantages of using R for quantitative research in applied linguistics. Applied Linguistics, 37(2), 284–291. https://doi.org/10.1093/applin/amv025
Norris, J. M., Plonsky, L., Ross, S. J., & Schoonen, R. (2015). Guidelines for reporting quantitative methods and results in primary research. Language Learning, 65(2), 470–476. https://doi.org/10.1111/lang.12104
Phakiti, A. (2014). Experimental research methods in language learning. Bloomsbury.
Plonsky, L. (Ed.). (2015). Advancing quantitative methods in second language research. Routledge. https://doi.org/10.4324/9781315870908
Plonsky, L. (2021). Quantitative research methods and the reform movement in applied linguistics. In H. Mohebbi & C. Coombe (Eds.), Research questions in language education and applied linguistics: A reference guide (pp. 749–753). Springer. https://doi.org/10.1007/978-3-030-79143-8_130
Rosado-Mendinueta, N., Arrieta-Carrascal, A., Hernández-Yepes, S., Hernández-Villadiego, M. F., & Méndez-Macea, J. A. (2023). State of knowledge of research on the teaching-learning process of foreign languages in Colombia (2011–2021). Investigium IRE: Ciencias Sociales y Humanas, 14(2). https://doi.org/10.15658/INVESTIGIUMIRE.231402.04
Zhang, P., & Han, C. (2023). Examining statistical literacy, attitudes toward statistics, and statistics self‐efficacy among applied linguistics research students in China. International Journal of Applied Linguistics, 34(2), 433–449. https://doi.org/10.1111/ijal.12500
How to Cite
APA
ACM
ACS
ABNT
Chicago
Harvard
IEEE
MLA
Turabian
Vancouver
Download Citation
License
Copyright (c) 2025 María Eugenia Guapacha-Chamorro

This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
You are authorized to copy and redistribute the material in any medium or format as long as you give appropriate credit to the authors of the articles and to Profile: Issues in Teachers' Professional Development as original source of publication. The use of the material for commercial purposes is not allowed. If you remix, transform, or build upon the material, you may not distribute the modified material.
Authors retain the intellectual property of their manuscripts with the following restriction: first publication is granted to Profile: Issues in Teachers' Professional Development.






























