This study aims to identify the moderating effect of prior knowledge on the achievement of form four Biology students (aged 16 years) in Malaysia in higher order thinking skills, classifying skills, comparing and contrasting skills and problem solving skills. To this end, a quasi?experimental design was used. The sample consists of 181 respondents where 90 respondents were assigned to the experimental group and 91 respondents comprised the control group. The respondents were selected by a four-stage cluster sampling. The experimental group was subjected to learn Nutrition through an interactive multimedia courseware named Nutri-Score, whereas the control group learnt the topic traditionally. Pre-test and post-test consisting of one short item question and three essay questions based on Rubrics for Specific Tasks or Situations from Marzano Model were designed to measure the respondents’ achievement. Findings revealed a positive effect on the experimental group's achievement in higher order thinking skills, classifying skills, comparing and contrasting skills but not in problem solving skills. Moreover, learners with high and average prior knowledge showed a higher improvement in academic achievements compared to those with low prior knowledge. This result contradicts to the assumption of the cognitive theory of multimedia learning that learners with low prior knowledge would benefit from its principles more than learners with high prior knowledge.
Campbell, N. A., Urry, L. A., Cain, M. L., Wasserman, S. A., Minorsky, P. V., & Reece, J. B. (2018). Biology: A global approach (11th edition). New York: Pearson.
Creswell, J. W. (2008). Educational research: Planning, conducting and evaluating quantitative and qualitative research (3rd edition). New Jersey: Pearson Prentice Hall.
Dossey, J. A., O’Sullivan, C., & Gonzales, P. (2006). Problem solving in the PISA and TIMSS 2003 assessments: Technical report. United States: Institute of Education Sciences.
Huk, T., Steinke, M., & Floto, C. (2003). Computer animations as learning objecs: What is an efficient instructional design, and for whom? Proceeding of IADIS International Conference www/Internet, 1187-1190.
Johnson, A. M., Osogul, G., & Reisslein, M. (2014). Supporting multimedia learning with visual signalling and animated pedagogical agent: moderating effects of prior knowledge. Journal of Computer Assisted Learning.
King, F. J., Goodson, L., & Rohani, F. (1997). Statewide assessment of listening and verbal communication skills, information literacy skills, and problem-solving skills. Tallahassee: Florida State University.
Lee, T. T. (2013). Pembinaan dan keberkesanan modul interaktif dengan agen pedagogi dalam pembelajaran elektrokimia (Tesis doktor falsafah tidak diterbitkan). Universiti Kebangsaan Malaysia, Bangi.
Lowe, R. K. (2003). Animation and learning: Selective processing of information in dynamic graphics. Learning and Instruction, 13(2), 157-176.
Malaysian Examinations Syndicate. (2013). Kupasan Mutu Jawapan SPM 2013 Biologi 2 4551/2. Putrajaya.
Malaysian Examinations Syndicate. (2014). Kupasan Mutu Jawapan SPM 2014 Biologi 2 4551/2. Putrajaya.
Marzano, R. J., & Kendall, J. S. (2007). The new taxonomy of educational objectives (2nd edition). California: Corwin Press.
Marzano, R. J., Pickering, D., & McTighe, J. (1993). Assessing student outcomes: Performance assessment using the dimensions of learning model. Alexandria, Virginia : Association for Supervision and Curriculum Development (ASCD).
Mayer, R. E. (2001). Multimedia learning. New York: Cambridge University
Mayer, R. E., & Moreno, R. (2003). Nine ways to reduce cognitive load in multimedia learning. Educational Psychologists, 38, 43-52.
Mayer, R. E. (2005). A cognitive theory of multimedia learning. Dalam R. E. Mayer (Ed.), Cambridge handbook of multimedia learning. New York: Cambridge University Press.
Mnguni, L. E. (2014).The theoretical cognitive process of visualization for science education. SpringerPlus,3:184. Diperolehi daripada https://springerplus.springeropen.com/ track/pdf/10.1186/2193-1801-3-184.
Moreno, R. (2005). Multimedia learning with animated pedagogical agents. In Mayer, R. E., The Cambridge Handbook of Multimedia Learning, 507-523. New York: Cambridge University Press.
Talib, O. (2013). Asas penulisan: Tesis pengkajian dan statistik. Serdang: Penerbit Universiti Putra Malaysia.
Vebrianto, R., Rery, R. U., & Osman, K. (2016). BIOMIND Portal for Developing 21st Century Skills and Overcoming Students’ Misconception in Biology Subject. International Journal of Distance Education Technologies. 14(4), 55-67.
Sezer, B. (2017). The effectiveness of a technology-enhanced flipped science classroom. Journal of Educational Computing Research, 55(4), 471-494. Doi 10.1177/0735633116671325.
Swain, K. T. (2012). Meaningful use of animation and simulation in the science classroom. Education and Human Development Master’s Thesis, paper 143.
In-Text Citation: (Sabu, 2020)
To Cite this Article: Sabu, N. (2020). The Moderating Effect of Prior Knowledge on Higher Order Thinking Skills in the Interactive Multimedia Learning Environment. International Journal of Academic Research in Business and Social Sciences, 10(3), 665–678.
Copyright: © 2020 The Author(s)
Published by Human Resource Management Academic Research Society (www.hrmars.com)
This article is published under the Creative Commons Attribution (CC BY 4.0) license. Anyone may reproduce, distribute, translate and create derivative works of this article (for both commercial and non-commercial purposes), subject to full attribution to the original publication and authors. The full terms of this license may be seen at: http://creativecommons.org/licences/by/4.0/legalcode