A Structural Equation Model of Academic Literacy and Critical and Reflective Thinking Dispositions

Öz

Academic literacy requires metacognitive skills, such as reading and understanding academic texts, analyzing, making inferences, problem solving, and the ability to create text in academic language. These processes are thought to be effective on both critical and reflective thinking. The purpose of this research is to determine the relationship between pre-service teachers' academic literacy skills and their reflective and critical thinking dispositions. The research employs a relational model, one of the quantitative research methods. The research sample, determined by the cluster sampling method, consists of 975 students studying in Turkish teaching departments of universities in seven different regions of Turkey during the 2019-2020 academic year. While the latent variables of academic disposition and use of knowledge explained 10% of reflective thinking according to the study, this rate increased to 12% when critical thinking was added to the predictor in the first model. Academic literacy of teacher candidates as measured by latent variables of academic disposition and use of knowledge explains 12% of their critical thinking in second model. However, when reflective thinking is added to this equation, it was observed that the rate of prediction increased to 14%. Thus, both models tested were confirmed to be accurate.

Anahtar Kelimeler

• Academic literacy
• critical thinking
• reflective thinking

Kaynakça

1. Ahmed, M. (2011). Defining and measuring literacy: Facing the reality. International Review of Education, 57(1), 179–195. https://doi.org/10.1007/s11159-011-9188-x
2. Akın, A., Hamedoğlu, M. A., Arslan, S., Akın, U., Çelik, U., Kaya, Ç., & Arslan, N. (2015). The adaptation and validation of the Turkish version of the critical thinking disposition scale (CTDS). The International Journal of Educational Researchers, 6(1), 31–35.
3. Al Hashim, A. (2019). Critical thinking and reflective practice in the science education practicum in Kuwait. Utopía y Praxis Latinoamericana: Revista Internacional de Filosofía Iberoamericana y Teoría Social(6), 85–96.
4. Angraini, L. M., & Wahyuni, A. (2021). The effect of concept attainment model on mathematical critical thinking ability. International Journal of Instruction, 14(1).
5. Arancibia Aguilera, M. C. (2014). The design of a rubric to evaluate laboratory reports in astronomy: Academic literacy in the disciplines. Profile: Issues in Teachers’ Professional Development, 16(1), 153–165. https://doi.org/10.15446/profile.v16n1.37232
6. Aryani, F., Rais, M., & Wirawan, H. (2017). Reflective learning model in improving student critical thinking skills. Global Journal of Engineering Education, 19(1), 19–23.
7. Aydın, G. (2017). Türk dili ve edebiyatı hizmet öncesi öğretmen eğitiminde yansıtıcı öğretim uygulamalarının akademik yazma becerilerine etkisi. International Journal of Languages’ Education and Teaching, 5(3), 276–300.
8. Ayyıldız Çolak, A. (2022). Öğretmen adaylarının akademik okuryazarlık düzeyleri ile eleştirel düşünme eğilimlerinin incelenmesi [Investigation of teacher candidates’ academic literacy levels and critical thinking tendencies]. The Journal of Kesit Academy, 8(31), 1–24.

9. Bangert-Drowns, R. L., & Bankert, E. (1990, April). Meta-analysis of effects of explicit instruction for critical thinking. Paper presented at the Annual Meeting of the American Educational Research Association, Boston, MA.
10. Barrett, P. (2007). SEMling: Adjudging model fit. Personality and Individual Differences 42,(5), 815-824. https://doi.org/10.1016/j.paid.2006.09.018
11. Başol, G., & Evin-Gencel, İ. (2013). Reflective Thinking Scale: A validity and reliability study. Educational Sciences: Theory & Practice, 13(2), 929–946.
12. Batur, Z., & Özcan, H. Z. (2020). Eleştirel düşünme üzerine yazılan lisansüstü tezlerinin bibliyometrik analizi [Bibliometric analysis of graduate theses written on critical thinking]. Uluslararası Türkçe Edebiyat Kültür Eğitim Dergisi, 9(2), 834–854.
13. Bayat, N. (2014). The relationship between critical thinking and students’ success in academic writing. Education and Science, 39(173).
14. Borglin, G. (2012). Promoting critical thinking and academic writing skills in nurse education. Nurse Education Today, 32(5), 611–613. https://doi.org/10.1016/j.nedt.2011.06.009
15. Borglin, G., & Fagerström, C. (2012). Nursing students’ understanding of critical thinking and appraisal and academic writing: A descriptive, qualitative study. Nurse Education in Practice, 12(6), 356–360. https://doi.org/10.1016/j.nepr.2012.04.009
16. Bowman, M. (2021). A framework for scaffolding academic reflective writing in dentistry. European Journal of Dental Education, 25(1), 35–49. https://doi.org/10.1111/eje.12575
17. Brunette, D. M., & Whitaker, E. J. (2019). Critical thinking: Understanding and evaluating dental research (3rd ed.). International Quintessence Publishing Group.
18. Canlı, Z. (2024). Yansıtıcı düşünme becerisi ile ilgili yapılan lisansüstü tezlerin çeşitli değişkenler açısından incelenmesi [Examination of graduate theses related to reflective thinking skills in terms of various variables] (Master’s thesis). Necmettin Erbakan University, Institute of Educational Sciences, Konya.
19. Carey, N. G. (1979). Reflective thinking in teacher education curriculum (Unpublished doctoral dissertation). The Ohio State University, Ohio.
20. Clark, K., Bamberg, B., Flachmann, K., Frodesen, J., Harrington, M. K., & Phares, L. (2002). Academic literacy: A statement of competencies expected of students entering California’s public colleges and universities. Intersegmental Committee of the Academic Senates (ICAS).
21. Clark, V. L. P., & Creswell, J. W. (2015). Understanding research: A consumer’s guide. Pearson.
22. Cliff, A., & Hanslo, M. (2010). The design and use of ‘alternate’ assessments of academic literacy as selection mechanisms in higher education. Southern African Linguistics and Applied Language Studies, 27(3), 265–276. https://doi.org/10.2989/SALALS.2009.27.3.5.939
23. Cottrell, S. (2005). Critical thinking skills: Developing effect analysis and argument. Hampshire: Palgrave Macmillan.
24. Creswell, J. W. (2012). Educational research: Planning, conducting, and evaluating quantitative and qualitative research (4th ed.). Pearson Education.
25. Creswell, J. W. (2018). Research design: Qualitative, quantitative, and mixed methods approaches. SAGE.
26. Çokluk, Ö., Şekercioğlu, G., & Büyüköztürk, Ş. (2012). Sosyal bilimler için çok değişkenli istatistik: SPSS ve LISREL uygulamaları [Multivariate statistics for social sciences: SPSS and LISREL applications]. Pegem Akademi.
27. Demir, S., & Deniz, H. (2020). Akademik okuryazarlık ölçeği’nin geliştirilmesi: Geçerlik ve güvenirlik çalışması. Kastamonu Eğitim Dergisi, 28(3), 1366–1379.
28. Deringöl, Y. (2019). The relationship between reflective thinking skills and academic achievement in mathematics in fourth-grade primary school students. International Online Journal of Education and Teaching, 6(3), 613–622.
29. Dewey, J. (1997). How we think. Courier Corporation.
30. Dowse, C., & Van Rensburg, W. (2015). "A hundred times we learned from one another": Collaborative learning in an academic writing workshop. South African Journal of Education, 35(1), 1–12.
31. Du Plessis, C. (2016). Inferences from the Test of Academic Literacy for Postgraduate Students (TALPS). Southern African Linguistics and Applied Language Studies, 34(1), 1–16. https://doi.org/10.2989/16073614.2015.1108206
32. Dunham, N. (2012). A date with academic literacies: Using brief conversation to facilitate student engagement with academic literacies. Online Submission.
33. Durak, H. Y. (2020). The effects of using different tools in programming teaching of secondary school students on engagement, computational thinking and reflective thinking skills for problem solving. Technology, Knowledge and Learning, 25(1), 179–195. https://doi.org/10.1007/s10758-018-9391-y
34. Ebadi, S., & Rahimi, M. (2018). An exploration into the impact of WebQuest-based classroom on EFL learners’ critical thinking and academic writing skills: A mixed-methods study. Computer Assisted Language Learning, 31(5–6), 617–651.
35. Eğmir, E., & Ocak, G. (2018). The effect of curriculum design of critical thinking on students’ reflective thinking skills. Journal of Theoretical Educational Science, 11(3), 431–456.
36. Eğmir, E., Beycan, F., & Dede, A. (2020). Yansıtıcı düşünme uygulamalarının etkisinin incelendiği lisansüstü tezlerin analizi. Researcher: Social Science Studies, 8(2), 62–80.
37. Erdoğan, F. (2019). Effect of cooperative learning supported by reflective thinking activities on students’ critical thinking skills. Eurasian Journal of Educational Research, 19(80), 89–112.
38. Feldman, D. A. (2009). Critical thinking: Make strategic decisions with confidence (2nd ed.). Axzo Press.
39. Gee, J. P. (2013). Discourse and “the new literacy studies”. In J. P. Gee & M. Handford (Eds.), The Routledge handbook of discourse analysis (Vol. 2, pp. 177–194). Routledge.
40. Ghanizadeh, A. (2017). The interplay between reflective thinking, critical thinking, self-monitoring, and academic achievement in higher education. Higher Education, 74(1), 101–114. https://doi.org/10.1007/s10734-016-0031-y
41. Gliner, J. A., Morgan, G. A., & Leech, N. L. (2017). Research methods in applied settings: An integrated approach to design and analysis (3rd ed.). New York, NY: Routledge.
42. Göğüş, A., Göğüş, N. G., & Bahadır, E. (2019). Intersections between critical thinking skills and reflective thinking skills toward problem solving. Pamukkale University Journal of Education, 49, 1–19. https://doi.org/10.9779/pauefd.526407
43. Grosser, M. M., & Nel, M. (2013). The relationship between the critical thinking skills and the academic language proficiency of prospective teachers. South African Journal of Education, 33(2).
44. Gunn, C., Hearne, S., & Sibthorpe, J. (2011). Right from the start: A rationale for embedding academic literacy skills in university courses. Journal of University Teaching & Learning Practice, 8(1), 6.
45. Güneş, F. (2019). Literacy approaches. The Journal of Limitless Education and Research, 4(3), 224–246.
46. Hagood, M. C. (2000). New times, new millennium, new literacies. Literacy Research and Instruction, 39(4), 311–328. https://doi.org/10.1080/19388070009558328
47. Hamied, F. A., & Emilia, E. (2020). Teaching critical thinking through academic writing to tertiary EFL students in Pontianak Indonesia: A utilization of a genre-based approach. The Asian EFL Journal Quarterly, 6.
48. Hammer, S. J., & Green, W. (2011). Critical thinking in a first year management unit: The relationship between disciplinary learning, academic literacy and learning progression. Higher Education Research & Development, 30(3), 303–315. https://doi.org/10.1080/07294360.2010.501075
49. Henderson, R., & Hirst, E. (2007). Reframing academic literacy: Re-examining a short-course for 'disadvantaged' tertiary students (Unpublished doctoral dissertation). Waikato University, Hamilton.
50. Hendriana, H., Putra, H. D., & Hidayat, W. (2019). How to design teaching materials to improve the ability of mathematical reflective thinking of senior high school students in Indonesia? EURASIA Journal of Mathematics, Science and Technology Education, 15(12), em1790. https://doi.org/10.29333/ejmste/112033
51. Hoy, A. W. (2010). Educational psychology. Pearson.
52. Huang, C. W., & Archer, A. (2017). Academic literacies as moving beyond writing: Investigating multimodal approaches to academic argument. London Review of Education, 15(1), 63–72. https://doi.org/10.18546/LRE.15.1.06
53. Irving, J. A., & Williams, D. I., (1995). Critical thinking and reflective practice in counselling. British Journal of Guidance & Counselling, 23(1), 107–114. https://doi.org/10.1080/0306989508258064
54. Islamiyah, M., & Al Fajri, M. S. (2020). Investigating Indonesian master's students' perception of critical thinking in academic writing in a British university. The Qualitative Report, 25(12), 4402–4422.
55. Ivanič, R. (2004). Discourses of writing and learning to write. Language and Education, 18(3), 220–245. https://doi.org/10.1080/09500780408666877
56. Jonsmoen, K. M., & Greek, M. (2017). Lecturers’ text competencies and guidance towards academic literacy. Educational Action Research, 25(3), 354–369. https://doi.org/10.1080/09650792.2016.1178156
57. Jordaan, H., & Moonsamy, S. (2015). Academic literacy and cognitive processing: Effects on the examination outcomes of speech-language pathology students at a South African university. Journal of Cognitive Education and Psychology, 14(1), 98–109. https://doi.org/10.1891/1945-8959.14.1.98
58. Junqueira, L. (2016). Academic literacy and student diversity: The case for inclusive practice. English for Specific Purposes, 41, 84–85. https://doi.org/10.1016/j.esp.2015.09.001
59. Kelly, C., & Brower, C. (2017). Making meaning through media: Scaffolding academic and critical media literacy with texts about schooling. Journal of Adolescent & Adult Literacy, 60(6), 655–666. https://doi.org/10.1002/jaal.614
60. King, M. L. (1968, April). Developing critical thinking skills through reading. Paper presented at the International Reading Association Conference, Boston, MA.
61. Kish, C. K., Sheehan, J. K., Cole, K. B., Struyk, L. R., & Kinder, D. (1997). Portfolios in the classroom: A vehicle for developing reflective thinking. The High School Journal, 80(4), 254–260.
62. Kline, R. B. (2016). Principles and practice of structural equation modeling (4th ed.). New York: Guilford Press.
63. Korthagen, F. A. (1985, March–April). Reflective thinking as a basis for teacher education. Paper presented at the Annual Meeting of the American Educational Research Association, Chicago, IL.
64. Larson, S. C. (2014). Exploring the roles of the generative vocabulary matrix and academic literacy engagement of ninth grade biology students. Literacy Research and Instruction, 53(4), 287–325. https://doi.org/10.1080/19388071.2014.880974
65. Lea, M. R. (2004). Academic literacies: A pedagogy for course design. Studies in Higher Education, 29(6), 739–756. https://doi.org/10.1080/0307507042000287230
66. Lea, M. R., & Street, B. V. (1998). Student writing in higher education: An academic literacies approach. Studies in Higher Education, 23(2), 157–172. https://doi.org/10.1080/03075079812331380364
67. Lea, M. R., & Street, B. V. (2006). The "academic literacies" model: Theory and applications. Theory into Practice, 45(4), 368–377.
68. Liao, H. C., & Wang, Y. H. (2019). Reflective Thinking Scale for healthcare students and providers—Chinese version. Social Behavior and Personality: An International Journal, 47(2), 1–10. https://doi.org/10.2224/sbp.7671
69. Liendo, P., & Palmira Massi, M. (2017). Academic literacy, genres and competences: A didactic model for teaching English to translation students. Estudios de Lingüística Inglesa Aplicada, 17, 251–272. https://doi.org/10.12795/elia.2017.i17.1
70. Lillis, T. (2003). Student writing as 'academic literacies': Drawing on Bakhtin to move from critique to design. Language and Education, 17(3), 192–207. https://doi.org/10.1080/09500780308666848
71. Lombard, K., & Grosser, M. (2008). Critical thinking abilities among prospective teachers: A comparative study. South African Journal of Education, 28(4), 561–579.
72. Loo, D. B. (2020). Integrating critical thinking in online language tasks: Considerations for an academic writing class. International Journal of TESOL Studies, 2(2), 52–61. https://doi.org/10.46451/ijts.2020.09.05
73. McKinley, J. (2013). Displaying critical thinking in EFL academic writing: A discussion of Japanese to English contrastive rhetoric. RELC Journal, 44(2), 195–208. https://doi.org/10.1177/0033688213488386
74. McWilliams, R., & Allan, Q. (2014). Embedding academic literacy skills: Towards a best practice model. Journal of University Teaching & Learning Practice, 11(3), 8. https://doi.org/10.14453/jutlp.v11i3.8
75. Mihriay, M. (2020). Investigation of the relationship between critical thinking levels and academic achievement levels of students in Faculty of Sports Science. Educational Research and Reviews, 15(7), 370–376. https://doi.org/10.5897/ERR2020.3946
76. Nardi, P. M. (2017). Critical thinking: Tools for evaluating research. University of California Press.
77. Neeley, S. D. (2001). Academic literacy. Pearson.
78. Nicoll, B. (1993, November). Critical thinking: Developing a critical thinking environment for child development students. Paper presented at the National Association for the Education of Young Children Conference.
79. Oxman, W. G., & Barell, J. (1983, April). Reflective thinking in schools: A survey of teacher perceptions. Paper presented at the Annual Meeting of the American Educational Research Association, Montreal, Canada.
80. Özen, Y., & Gül, A. (2007). Population-sampling issue on social and educational research studies. Journal of Kazım Karabekir Education Faculty, 15, 394–422.
81. Özsoy, S., & Özsoy, G. (2013). Effect size reporting in educational research. Elementary Education Online, 12(2), 334–346. Paul, R. (2005). The state of critical thinking today. New Directions for Community Colleges, 2005(130), 27–38. https://doi.org/10.1002/cc.193
82. Pham, T. N., Lin, M., Trinh, V. Q., & Bui, L. T. P. (2020). Electronic peer feedback, EFL academic writing and reflective thinking: Evidence from a Confucian context. SAGE Open, 10(1), 2158244020914554. https://doi.org/10.1177/2158244020914554
83. Pujiono, S. (2020). Academic writing using critical thinking approach of student PBSI FBS Universitas Negeri Yogyakarta. Jurnal Pendidikan Bahasa dan Sastra Indonesia, 4(2).
84. Rahmat, N. H., Aripin, N., Lin, N. M., Whanchit, W., & Khairuddin, Z. (2020). Exploring the connection between critical thinking skills and academic writing. International Journal of Asian Social Science, 10(2), 118–128. https://doi.org/10.18488/journal.1.2020.102.118.128
85. Richards, K., & Pilcher, N. (2018). Academic literacies: The word is not enough. Teaching in Higher Education, 23(2), 162–177. https://doi.org/10.1080/13562517.2017.1360270
86. Schreiber, J. B., Nora, A., Stage, F. K., Barlow, E. A., & King, J. (2006). Reporting structural equation modeling and confirmatory factor analysis results: A review. The Journal of educational research, 99(6), 323-338.
87. Sheridan‐Thomas, H. K. (2006). Making sense of multiple literacies: Exploring pre‐service content area teachers' understandings and applications. Literacy Research and Instruction, 46(2), 121–150. https://doi.org/10.1080/19388070709558464
88. Smith, H. F. (1958). Reflective thinking—A unifying aim of secondary education. The High School Journal, 41(4), 127–136.
89. Sönmez, V., & Alacapınar, F. G. (2019). Örneklendirilmiş bilimsel araştırma yöntemleri (7. Baskı). Ankara: Anı Yayıncılık.
90. Street, B. (1997). The implications of the ‘New Literacy Studies’ for literacy education. English in Education, 31(3), 45–59. https://doi.org/10.1111/j.1754-8845.1997.tb00133.x
91. Suwono, H., Rofi’Ah, N. L., Saefi, M., & Fachrunnisa, R. (2023). Interactive socio-scientific inquiry for promoting scientific literacy, enhancing biological knowledge, and developing critical thinking. Journal of Biological Education, 57(5), 944–959. https://doi.org/10.1080/00219266.2021.2006270
92. Tabachnick, G. B., & Fidell, L. S. (2013). Using multivariate statistics (6th ed.). New York: Pearson.
93. Taghinezhad, A., Riasati, M. J., Rassaei, E., & Behjat, F. (2018). The impact of teaching critical thinking on Iranian students’ writing performance and their critical thinking dispositions. BRAIN: Broad Research in Artificial Intelligence and Neuroscience, 9, 64–80.
94. Tahir, M., Dollah, S., & Radiyani, F. (2020, December). Academic writing learning model based on critical thinking skills with problem-based learning approach. In International Conference on Science and Advanced Technology (ICSAT).
95. Takano, N. (2013). Making progress: A case study of academic literacy development. CATESOL Journal, 24(1), 157–167.
96. Tardy, C. M. (2005). “It’s like a story”: Rhetorical knowledge development in advanced academic literacy. Journal of English for Academic Purposes, 4(4), 325–338. https://doi.org/10.1016/j.jeap.2005.07.005
97. Tekin, N., Aslan, O., & Yağız, D. (2016). Fen bilimleri öğretmen adaylarının bilimsel okuryazarlık düzeyleri ve eleştirel düşünme eğilimlerinin incelenmesi. Amasya Üniversitesi Eğitim Fakültesi Dergisi, 5(1), 23–50.
98. Tekkol, İ. A., & Bozdemir, H. (2018). An investigation of reflective thinking tendencies and critical thinking skills of teacher candidates. Kastamonu Education Journal, 26(6), 1897–1910.
99. Temel, S. (2014). The effects of problem-based learning on pre-service teachers' critical thinking dispositions and perceptions of problem-solving ability. South African Journal of Education, 34(1), 1–20.
100. Teng, M. F., & Yue, M. (2023). Metacognitive writing strategies, critical thinking skills, and academic writing performance: A structural equation modeling approach. Metacognition and Learning, 18(1), 237–260.
101. The plurality of literacy and its implications for policies and programs: Position paper. (2004). UNESCO. Paris: United National Educational, Scientific and Cultural Organization, 13.
102. Tohamba, C. P. P. (2021, April). The challenges that Indonesian students faced in academic writing: A cross-disciplinary study of academic literacies. In 2nd International Conference on Technology and Educational Science (ICTES 2020) (pp. 12–18). Atlantis Press.
103. Tsingos-Lucas, C., Bosnic-Anticevich, S., Schneider, C. R., & Smith, L. (2017). Using reflective writing as a predictor of academic success in different assessment formats. American Journal of Pharmaceutical Education, 81(1), Article 8.
104. Türkben, T., & Satılmış, S. (2022). Öğretmen adaylarının akademik okuryazarlık, dijital okuryazarlık ve eleştirel okuryazarlık becerilerinin çeşitli değişkenler açısından incelenmesi. Türkiye Eğitim Dergisi, 7(2), 345–364.
105. UNESCO. (2004). The plurality of literacy and its implications for policies and programs: Position paper. Paris: United Nations Educational, Scientific and Cultural Organization.
106. Weideman, A. (2003). Assessing and developing academic literacy. Per Linguam: A Journal of Language Learning, 19(1–2), 55–65.
107. Wilson, K. (2016). Critical reading, critical thinking: Delicate scaffolding in English for academic purposes (EAP). Thinking Skills and Creativity, 22, 256–265. https://doi.org/10.1016/j.tsc.2016.10.002
108. Wingate, U. (2015). Academic literacy and student diversity: The case for inclusive practice. Multilingual Matters.
109. Yaacob, A., Asraf, R. M., Raja Hussain, R. M., & Ismail, S. N. (2021). Empowering learners’ reflective thinking through collaborative reflective learning. International Journal of Instruction, 14(1), 709–726. https://doi.org/10.29333/iji.2021.14143a