Investigation of Pre Service Teachers’ Statistical Literacy Levels
Year 2024,
Volume: 5 Issue: 2, 174 - 185, 19.11.2024
Muhammed Celal Uras
,
Mehmet Şata
,
Yasin Soylu
Abstract
Statistical literacy is one of the most important actors in the information age. There has been an increase in the importance of education. Therefore, teachers' mastery of statistical concepts is necessary for quality education. The present study aims to examine the statistical literacy levels of pre-service elementary mathematics teachers. The study is a quantitative research with ex post facto design. The sample consists of 530 pre-service teachers in two universities. "Statistical Literacy Scale" was used for data collection. For the validity analysis of the scale, a first level confirmatory factor analysis was carried out and the Cronbach alpha coefficient was calculated for reliability. The data were analyzed using independent samples t-test and one-way ANOVA. The statistical literacy levels of pre-service teachers increase with the statistics and probability courses they take during their undergraduate education. It was also concluded that there was a significant difference between the students who took the courses and those who did not. It is recommended to conduct new studies for curriculum development and educational policies by revealing the factors affecting the development of statistical literacy.
Ethical Statement
The study was conducted with the permission of Ağrı İbrahim Çeçen University Scientific Research Ethics Committee dated 24.03.2022 and numbered 84.
References
- Aydin, E., Sevimli, E., & Saja, A. (2019). Self-efficacy beliefs among Palestinian pre-service mathematics teachers’ in statistics. Journal of Theoretical Educational Science, 12(4), 1209-1222. https://doi.org/10.30831/akukeg.451395
- Badenes-Ribera, L., Frias-Navarro, D., Iotti, N. O., Bonilla-Campos, A., & Longobardi, C. (2018). Perceived statistical knowledge level and self-reported statistical practice among academic psychologists. Frontiers in Psychology, 9, 996. https://doi.org/10.3389/fpsyg.2018.00996
- Balı, O., & Dönmez, B. (2018). Eğitim bilimleri anabilim dalı doktora öğrencilerinin karşılaştıkları problemler ve çözüm önerileri. İnönü Üniversitesi Eğitim Fakültesi Dergisi, 19(3), 284-309. https://doi.org/10.17679/inuefd.399079
- Ben-Zvi, D., & Makar, K. (2013). International perspectives on the teaching and learning of statistics. In D. Ben-Zvi & K. Makar (Eds.), Teaching and Learning of Statistics: International Perspectives (pp. 1-10). Springer Cham.
- Cakmak, Z. T., & Durmus, S. (2015). İlköğretim 6-8. sınıf öğrencilerinin istatistik ve olasılık öğrenme alanında zorlandıkları kavram ve konuların belirlenmesi. Abant İzzet Baysal Üniversitesi Eğitim Fakültesi Dergisi, 15(2), 27-58. https://doi.org/10.17240/aibuefd.2015.15.2-5000161312
- Callingham, R., & Watson, J. M. (2017). The development of statistical literacy at school. Statistics Education Research Journal, 16(1), 181-201. https://doi.org/10.52041/serj.v16i1.223
- Carver, R., Everson, M., Gabrosek, J., Horton, N., Lock, R., Mocko, M., Rossman, A., Roswell, G. H., Velleman, P., & Witmer, J. (2016). Guidelines for assessment and instruction in statistics education (GAISE) college report 2016. American Statistical Association. http://www.amstat.org/education/gaise/GaiseCollege_full.pdf
- Darling-Hammond, L., Flook, L., Cook-Harvey, C., Barron, B., & Osher, D. (2020). Implications for educational practice of the science of learning and development. Applied Developmental Science, 24(2), 97-140. https://doi.org/10.1080/10888691.2018.1537791
- De Vetten, A., Keijzer, R., & Schoonenboom, J. (2023). Pre-service primary school teachers' knowledge during teaching informal statistical inference. Statistics Education Research Journal, 22(2), 12-12. https://doi.org/10.52041/serj.v22i2.424
- Forgasz, H., Hall, J., & Robinson, T. (2024). Evaluating pre-service teachers’ statistical literacy capabilities. Mathematics Education Research Journal, 36(1), 231-258. https://doi.org/10.1007/s13394-022-00438-6
- Gal, I. (2002). Adults' statistical literacy: Meanings, components, responsibilities. International Statistical Review, 70(1), 1-25. https://doi.org/10.1111/j.1751-5823.2002.tb00336.x.
- Garfield, J. (2011). Statistical literacy, reasoning, and thinking. In M. Lovric (Ed.), International Encyclopedia of Statistical Science (pp. 1439-1442). Springer Berlin Heidelberg.
- Goyal, K., & Kumar, S. (2021). Financial literacy: A systematic review and bibliometric analysis. International Journal of Consumer Studies, 45(1), 80-105. https://doi.org/10.1111/ijcs.12605
- Guven, B., Baki, A., Uzun, N., Ozmen, Z. M., & Arslan, Z. (2021). Evaluating the statistics courses in terms of the statistical literacy: Didactic pathways of pre-service mathematics teachers. International Electronic Journal of Mathematics Education, 16(2), em0627. https://doi.org/10.29333/iejme/9769
- Holenstein, M., Bruckmaier, G., & Grob, A. (2021). Transfer effects of mathematical literacy: An integrative longitudinal study. European Journal of Psychology of Education, 36(3), 799-825. https://doi.org/10.1007/s10212-020-00491-4
- Kaya, A., Şata, M., Türk, N., Özok, H. I., & Yıldırım, M. (2024). Reliability and validity of short-form generic scale of being phubbed and phubbing among Turkish adolescents and young adults. Journal of Technology in Behavioral Science. https://doi.org/10.1007/s41347-024-00428-4
- Kazunga, C., Bansilal, S., & Chiromo, L. (2023). Primary pre-service teachers’ knowledge of the concepts of mean and median. African Journal of Research in Mathematics, Science and Technology Education, 27(3), 367-382. https://doi.org/10.1080/18117295.2023.2277984
- Marshman, M., & Dunn, P. K. (2024). Improving statistical thinking. Mathematics Education Research Journal, 36(1), 1-5. https://doi.org/10.1007/s13394-023-00477-7
- Mhlongo, S., Mbatha, K., Ramatsetse, B., & Dlamini, R. (2023). Challenges, opportunities, and prospects of adopting and using smart digital technologies in learning environments: An iterative review. Heliyon, 9(6), e16348. https://doi.org/10.1016/j.heliyon.2023.e16348
- Nahdi, D., Jatisunda, M., Cahyaningsih, U., Kurino, Y., Juliar, E., & Bilda, W. (2021). Statistical literacy analysis of pre-service elementary teachers education. Journal of Physics: Conference Series, 1764(1), 012126. https://doi.org/10.1088/1742-6596/1764/1/012126
- Nicholson, K. (2017). Objectives and actions. In K. Nicholson (Ed.), Innovation in Public Libraries (pp. 127-135). Chandos Publishing.
- Ozmen, Z. M., & Baki, A. (2019). 5-8. sınıf matematik öğretim programının istatistik okuryazarlığı bağlamında incelenmesi. Necatibey Eğitim Fakültesi Elektronik Fen ve Matematik Eğitimi Dergisi, 13(2), 1063-1082. https://doi.org/10.17522/balikesirnef.603569
- Pilgrim, J., & Martinez, E. E. (2013). Defining literacy in the 21st century: A guide to terminology and skills. Texas Journal of Literacy Education, 1(1), 60-69.
- Ridgway, J., Nicholson, J., & McCusker, S. (2011). Developing statistical literacy in students and teachers. In C. Batanero, G. Burrill, & C. Reading (Eds.), Teaching Statistics in School Mathematics-Challenges for Teaching and Teacher Education: A Joint ICMI/IASE Study: The 18th ICMI Study (pp. 311-322). Springer Netherlands.
- Sahin, F. (2012). Lisans öğrencileri için istatistiksel okuryazarlık ölçeği geliştirilmesi çalışması [Yayımlanmamış yüksek lisans tezi]. Boğaziçi Üniversitesi.
- Schreiter, S., Friedrich, A., Fuhr, H., Malone, S., Brünken, R., Kuhn, J., & Vogel, M. (2024). Teaching for statistical and data literacy in K-12 STEM education: A systematic review on teacher variables, teacher education, and impacts on classroom practice. ZDM – Mathematics Education, 56(1), 31-45. https://doi.org/10.1007/s11858-023-01531-1
- Sharma, S. (2017). Definitions and models of statistical literacy: A literature review. Open Review of Educational Research, 4(1), 118-133. https://doi.org/10.1080/23265507.2017.1354313
- Sharma, S., Doyle, P., Shandil, V., & Talakia'atu, S. (2011). Developing statistical literacy with Year 9 students. Set: Research Information for Teachers(1), 43-50. https://doi.org/10.18296/set.0398
- Shiel, G., & Cartwright, F. (2015). Analyzing data from a national assessment of educational achievement. World Bank Publications.
- Şata, M. (2020). Nicel araştırma yaklaşımları. E. Oğuz (Ed.), Eğitimde Araştırma Yöntemleri (ss. 77-98). Eğiten Kitap.
- Walsh, J. (2011). Methods of instruction. In J. Walsh (Ed.), Information Literacy Instruction (pp. 3-55). Chandos Publishing.
- Watson, J., & Callingham, R. (2003). Statistical literacy: A complex hierarchical construct. Statistics Education Research Journal, 2(2), 3-46. https://doi.org/10.52041/serj.v2i2.553
- Wu, D., Zhou, C., Li, Y., & Chen, M. (2022). Factors associated with teachers' competence to develop students’ information literacy: A multilevel approach. Computers & Education, 176, 104360. https://doi.org/10.1016/j.compedu.2021.104360
- Zieffler, A., Garfield, J., & Fry, E. (2018). What is statistics education? In D. Ben-Zvi, K. Makar, & J. Garfield (Eds.), International Handbook of Research in Statistics Education (pp. 37-70). Springer.