Abstract
This mixed-methods study investigated the relationships between metacognitive awareness, academic motivation, problem-solving skills, and Biology achievement among secondary school students in Ethiopia. It also explored effective instructional strategies for fostering these constructs. Quantitative data from 200 students revealed significant positive correlations between all variables, with metacognitive awareness and motivation predicting problem-solving skills and achievement. Qualitative data from interviews and observations with 20 students and 6 teachers identified three key instructional strategies: explicit instruction in metacognitive strategies, authentic problem-solving opportunities, and collaborative learning with reflection. The integration of quantitative and qualitative findings highlighted the interconnected nature of metacognition, motivation, and problem-solving in Biology education and provided insights into effective pedagogical approaches. The study's results have important implications for Biology curriculum design, teacher training, and classroom practices aimed at developing students' metacognitive skills, motivation, and problem-solving abilities.
References
Bilal Acar and Leman Tarhan. 2015. Effect of cooperative learning strategies on students' understanding of concepts in electrochemistry. International Journal of Science and Mathematics Education 13, 4 (2015), 841–862. https://doi.org/10.1007/s10763-014-9514-4
Roger Azevedo, Jennifer G. Cromley, and Diane Seibert. 2004. Does adaptive scaffolding facilitate students' ability to regulate their learning with hypermedia? Contemporary Educational Psychology 29, 3 (2004), 344–370. https://doi.org/10.1016/j.cedpsych.2003.09.002
Christopher P. Cerasoli, Jessica M. Nicklin, and Michael T. Ford. 2014. Intrinsic motivation and extrinsic incentives jointly predict performance: A 40-year meta-analysis. Psychological Bulletin 140, 4 (2014), 980–1008. https://doi.org/10.1037/a0035661
Samuel Kai Wah Chu, Rebecca B. Reynolds, Nicole J. Tavares, Michele Notari, and Celina Wing Yi Lee. 2017. 21st Century Skills Development Through Inquiry-Based Learning: From Theory to Practice. (2017). https://doi.org/10.1007/978-981-10-2481-8
Atilla Cimer. 2012. What makes biology learning difficult and effective: Students' views. Educational Research and Reviews 7, 3 (2012), 61–71. https://doi.org/10.5897/ERR11.205
Daniel L. Dinsmore, Patricia A. Alexander, and Sandra M. Loughlin. 2008. Focusing the Conceptual Lens on Metacognition, Self-regulation, and Self-regulated Learning. Educational Psychology Review 20, 4 (2008), 391–409. https://doi.org/10.1007/s10648-008-9083-6
Anastasia Efklides. 2011. Interactions of Metacognition With Motivation and Affect in Self-Regulated Learning: The MASRL Model. Educational Psychologist 46, 1 (2011), 6–25. https://doi.org/10.1080/00461520.2011.538645
Shawn M. Glynn, Peggy Brickman, Norris Armstrong, and Gita Taasoobshirazi. 2011. Science motivation questionnaire II: Validation with science majors and nonscience majors. Journal of Research in Science Teaching 48, 10 (2011), 1159–1176. https://doi.org/10.1002/tea.20442
Cindy E. Hmelo-Silver. 2004. Problem-Based Learning: What and How Do Students Learn? Educational Psychology Review 16, 3 (2004), 235–266. https://doi.org/10.1023/B:EDPR.0000034022.16470.f3
Cindy E. Hmelo-Silver, Ravit Golan Duncan, and Clark A. Chinn. 2007. Scaffolding and Achievement in Problem-Based and Inquiry Learning: A Response to Kirschner, Sweller, and Clark (2006). Educational Psychologist 42, 2 (2007), 99–107. https://doi.org/10.1080/00461520701263368
Avi Hofstein and Vincent N. Lunetta. 2004. The laboratory in science education: Foundations for the twenty-first century. Science Education 88, 1 (2004), 28–54. https://doi.org/10.1002/sce.10106
Tuike Iiskala, Marja Vauras, Erno Lehtinen, and Pekka Salonen. 2011. Socially shared metacognition of dyads of pupils in collaborative mathematical problem-solving processes. Learning and Instruction 21, 3 (2011), 379–393. https://doi.org/10.1016/j.learninstruc.2010.05.002
Esther Kapa. 2001. A metacognitive support during the process of problem solving in a computerized environment. Educational Studies in Mathematics 47, 3 (2001), 317–336. https://doi.org/10.1023/A:1015124013119
Deep K. Khosa and Simone E. Volet. 2014. Productive group engagement in cognitive activity and metacognitive regulation during collaborative learning: can it explain differences in students' conceptual understanding? Metacognition and Learning 9, 3 (2014), 287–307. https://doi.org/10.1007/s11409-014-9117-z
Tova Michalsky, Zemira R. Mevarech, and Liora Haibi. 2009. Elementary School Children Reading Scientific Texts: Effects of Metacognitive Instruction. The Journal of Educational Research 102, 5 (2009), 363–376. https://doi.org/10.3200/JOER.102.5.363-376
Jonathan Osborne, Shirley Simon, and Sue Collins. 2003. Attitudes towards science: A review of the literature and its implications. International Journal of Science Education 25, 9 (2003), 1049–1079. https://doi.org/10.1080/0950069032000032199
Paul R. Pintrich. 2000. The role of goal orientation in self-regulated learning. Handbook of self-regulation (2000), 451–502. https://doi.org/10.1016/B978-012109890-2/50043-3
Paul R. Pintrich. 2002. The Role of Metacognitive Knowledge in Learning, Teaching, and Assessing. Theory Into Practice 41, 4 (2002), 219–225. https://doi.org/10.1207/s15430421tip4104_3
Paul R. Pintrich. 2003. A Motivational Science Perspective on the Role of Student Motivation in Learning and Teaching Contexts. Journal of Educational Psychology 95, 4 (2003), 667–686. https://doi.org/10.1037/0022-0663.95.4.667
Paul R. Pintrich and Elisabeth V. De Groot. 1990. Motivational and self-regulated learning components of classroom academic performance. Journal of Educational Psychology 82, 1 (1990), 33–40. https://doi.org/10.1037/0022-0663.82.1.33
Richard M. Ryan and Edward L. Deci. 2000. Self-determination theory and the facilitation of intrinsic motivation, social development, and well-being. American Psychologist 55, 1 (2000), 68–78. https://doi.org/10.1037/0003-066X.55.1.68
Troy D. Sadler. 2009. Situated learning in science education: socio-scientific issues as contexts for practice. Studies in Science Education 45, 1 (2009), 1–42. https://doi.org/10.1080/03057260802681839
Gregory Schraw, Kent J. Crippen, and Kendall Hartley. 2006. Promoting Self-Regulation in Science Education: Metacognition as Part of a Broader Perspective on Learning. Research in Science Education 36, 1-2 (2006), 111–139. https://doi.org/10.1007/s11165-005-3917-8
Gregory Schraw and Rayne Sperling Dennison. 1995. Assessing Metacognitive Awareness. Contemporary Educational Psychology 20, 4 (1995), 460–475. https://doi.org/10.1006/ceps.1995.1026
Rayne A. Sperling, Bruce C. Howard, Richard Staley, and Nelson DuBois. 2004. Metacognition and Self-Regulated Learning Constructs. Educational Research and Evaluation 10, 2 (2004), 117–139. https://doi.org/10.1076/edre.10.2.117.27905
Semra Sungur and Ceren Tekkaya. 2006. Effects of Problem-Based Learning and Traditional Instruction on Self-Regulated Learning. The Journal of Educational Research 99, 5 (2006), 307–320. https://doi.org/10.3200/JOER.99.5.307-320
Kimberly D. Tanner. 2012. Promoting Student Metacognition. CBE—Life Sciences Education 11, 2 (2012), 113–120. https://doi.org/10.1187/cbe.12-03-0033
Gregory P. Thomas and David Anderson. 2013. Changing the metacognitive orientation of a classroom environment to stimulate metacognitive reflection regarding the nature of physics learning. Learning Environments Research 16, 1 (2013), 103–122. https://doi.org/10.1007/s10984-012-9113-7
Anna Uitto, Kalle Juuti, Jari Lavonen, and Veijo Meisalo. 2006. Students' interest in biology and their out-of-school experiences. Journal of Biological Education 40, 3 (2006), 124–129. https://doi.org/10.1080/00219266.2006.9656029
Marcel V. J. Veenman, Bernadette H. A. M. Van Hout-Wolters, and Peter Afflerbach. 2006. Metacognition and learning: conceptual and methodological considerations. Metacognition and Learning 1, 1 (2006), 3–14. https://doi.org/10.1007/s11409-006-6893-0
Barbara Y. White and John R. Frederiksen. 1998. Inquiry, Modeling, and Metacognition: Making Science Accessible to All Students. Cognition and Instruction 16, 1 (1998), 3–118. https://doi.org/10.1207/s1532690xci1601_2
Cristina D. Zepeda, Christina O. Hlutkowsky, Anne C. Partika, and Timothy J. Nokes-Malach. 2019. Identifying teachers' supports of metacognition through classroom talk and its relation to growth in conceptual learning. Journal of Educational Psychology 111, 3 (2019), 522–541. https://doi.org/10.1037/edu0000300
Barry J. Zimmerman. 2008. Investigating Self-Regulation and Motivation: Historical Background, Methodological Developments, and Future Prospects. American Educational Research Journal 45, 1 (2008), 166–183. https://doi.org/10.3102/0002831207312909
Anat Zohar. 2006. The nature and development of teachers' metastrategic knowledge in the context of teaching higher order thinking. The Journal of the Learning Sciences 15, 3 (2006), 331–377. https://doi.org/10.1207/s15327809jls1503_2
Anat Zohar and Sarit Barzilai. 2012. A review of research on metacognition in science education: current and future directions. Studies in Science Education 48, 2 (2012), 149–169. https://doi.org/10.1080/03057267.2012.682063
Anat Zohar and Sarit Barzilai. 2013. A review of research on metacognition in science education: current and future directions. Studies in Science Education 49, 2 (2013), 121–169. https://doi.org/10.1080/03057267.2013.847261
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