International Association of Educators   |  ISSN: 1308-951X

Original article | International Journal of Research in Teacher Education 2017, Vol. 8(3) 11-20

Determining the Effectiveness of Technology Supported Guided Materials Based on Cognitive Load Theory Principles Related to Solar System

Erdem Kaya, Salih Çepni & Sibel Başoğlu

pp. 11 - 20   |  Manu. Number: MANU-1712-12-0001

Published online: December 27, 2017  |   Number of Views: 110  |  Number of Download: 673


Abstract

The aim of this study is to investigate the effect of guided materials based on Cognitive Load Theory principles related to solar system on 7th grade students’ performance, cognitive load and instructional efficiency. Semi-experimental research design was used in this study. Main application is carried out with 67 7th grade students and one science and technology teacher in Ordu. Data are obtained with; science test, performance test and Cognitive Load Scale. Science test was used as a pretest to determine the equivalency of the groups. Performance test and Cognitive Load Scale were implemented at the end of the learning session. The quantitative data analyzed with independent samples t-test was used to compare the differences of the experimental and control groups.

It is determined that guided materials based on Cognitive Load Theory principles made significant meaningful effect on students’ performance and cognitive load compared with current instruction program. It was found that; learning environment enriched with animations developed Cognitive Load Theory principles provide the learning environment by having fun, permanent and meaningful learning. Compared to students in the control group, students in the experimental group learned with technology supported guided materials based on Cognitive Load Theory principles have lower cognitive load and it was concluded that they provide more effective learning.

Keywords: Cognitive Load Theory, Cognitive Load, Instructional Efficiency, Animation


How to Cite this Article?

APA 6th edition
Kaya, E., Cepni, S. & Basoglu, S. (2017). Determining the Effectiveness of Technology Supported Guided Materials Based on Cognitive Load Theory Principles Related to Solar System. International Journal of Research in Teacher Education, 8(3), 11-20.

Harvard
Kaya, E., Cepni, S. and Basoglu, S. (2017). Determining the Effectiveness of Technology Supported Guided Materials Based on Cognitive Load Theory Principles Related to Solar System. International Journal of Research in Teacher Education, 8(3), pp. 11-20.

Chicago 16th edition
Kaya, Erdem, Salih Cepni and Sibel Basoglu (2017). "Determining the Effectiveness of Technology Supported Guided Materials Based on Cognitive Load Theory Principles Related to Solar System". International Journal of Research in Teacher Education 8 (3):11-20.

References

    Aldağ, H., & Sezgin, M. E. (2002). Multimedia uygulamalarında ikili kodlama kuramı. Marmara Üniversitesi Atatürk Eğitim Fakültesi Eğitim Bilimleri Dergisi, 15, 29-44.
    Baddeley, A. (1992). Working Memory. Science, 255(5044), 556-559.
    Chandler, P., & Sweller, J. (1991). Cognitive load theory and the format of instruction. Cognition and Istruction, 8, 293-332.
    Clark, R. C., Nguyen, F., & Sweller, J. (2005). Efficiency in learning: Evidence-based guidelines to manage cognitive load. Sydney: Pfeiffer.
    Kablan, Z., & Erden, M. (2008). Instructional efficiency of integrated and seperated text with animated presentations in computer-based science instruction. Computers and Education, 51, 660-668.
    Kalyuga, S., Chandler, P., & Sweller, J. (1998). Levels of expertise and instructional design. Human Factors, 40, 1-17.
    Kalyuga, S., Chandler, P., & Sweller, J. (1999). Managing split-attention and redundancy in multimedia instruction. Applied Cognitive Psychology, 13, 351-371.
    Kirschner, P. A. (2002). Cognitive load theory: implication of cognitive load theory on the design of learning. Learning and Instruction, 12, 1-10.
    Mayer, R. E. (1997). Multimedia learning: Are we asking the right questions? Educational Psychologist, 32, 1-19.
    Mayer, R. E. (2009). Multimedia learning. New York: Cambridge University Press.
    Mayer, R. E., & Anderson, R. B. (1991). Animations need narrations: An experimental test of a dual-coding hypothesis. Journal of Educational Psychology, 83, 484-490.
    Mayer, R. E., & Moreno, R. (1998). A split-attention effect in multimedia learning: Evidence for dual processing systems in working memory. Journal of Educational Psychology, 90, 312-320.
    Moreno, R., & Mayer, R. E. (1999). Cognitive principles of multimedia learning: The role of modality and contiguity. Journal of Educational Psychology, 91, 358-368.
    Moreno, R., Mayer, R. E., Spires, H. A., & Lester, J. C. (2001). The case for social agency in computer-based teaching: Do students learn more deeply when they interact with animated pedagogical agents? Cognition and Instruction, 19, 177-213.
    Mousavi, S. Y., Low, R., & Sweller, J. (1995). Reducing cognitive load by mixing auditory and visual presentation modes. ournal of Educational Psychology, 87, 319-334.
    Paas, F., & van Merriënboer, J. (1993). The efficiency of instructional conditions: an approach to combine mental effort and performance measures. Human Factors, 35, 737-743.
    Paas, F., & van Merriënboer, J. (1994). Variability of worked examples and transfer of geometrical problem-solving skills: A cognitive-load approach. Journal of Educational Psychology, 86, 122-133.
    Sağıroğlu, Ş. (2001). Etkin bilişim teknolojileri kullanımı. Ankara: Ufuk Kitabevi.
    Schnotz, W. (2005). An integrated model of text and picture comprehension. In R. E. Mayer, In The Cambridge handbook of multimedia learning (pp. 49-69). Cambridge: Cambridge University Press.
    Sweller, J. (2004). Instructional design consequences of an analogy between evolution by natural selection and human cognitive architecture. Instructional Science, 32, 9-31.
    Sweller, J. (2008). Instructional implications of David C. Geary’s evolutionary educational psychology. Educational Psychologist, 43, 214-216.
    Sweller, J., & Chandler, P. (1994). Why some material is difficult to learn. Cognition and Instruction, 12(3), 185-233.
    Sweller, J., van Merrienboer, J., & Paas, F. (1998). Cognitive architecture and instructional design. Educational Psychology Review, 10(3), 251-296.
    Takır, A. (2011). The effect of an instruction designed by cognitive load theory principles on 7th grade students' achievement in algebra topics and cognitive load. Ankara: Orta Doğu Teknik Üniversitesi.
    van Gerven, P. W., Paas, F., van Merriënboer, J., & Schmidt, H. G. (2006). Modality and variability as factors in training the elderly. Applied Cognitive Psychology, 20, 311-320.
    van Gog, T., & Paas, F. (2008). Instructional efficiency: Revisiting the original construct in educational research. Educational Psychologist, 43, 16-26.
    Yeung, A. S., Jin, P., & Sweller, J. (1998). Cognitive load and learner expertise: Split-attention and redundancy effects in reading with explanatory notes. Contemporary Educational Psychology, 23, 1-21.