Research Article
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Year 2017, Volume: 18 Issue: 4, 177 - 190, 01.10.2017
https://doi.org/10.17718/tojde.340409

Abstract

References

  • Al-Azawei, A., Parslow, P. and Lundqvist, K. (2015). A psychometric analysis of reliability and validity of the index of learning styles (ILS). International Journal of Psychological Studies, 7 (3). pp. 46-57. ISSN 1918-722X doi: 10.5539/ijps.v7n3p46. Clark, R.C. (2008). Developing Technical Training: A Structured Approach for Developing Classroom and Computer-Based Instructional Materials (Third Edition). San Francisco: John Wiley & Sons, Inc. Clark, R.C. & Mayer, R.E. (2008). E-Learning and The Science Of Instruction (Second Edition). San Francisco: In Print of Wiley. Ganesan, N. (2009). Rapid Development of Multimedia Instructional Modules for Information Technology Education. Journal of International Technology and Information Management, 18(1), 83-97. Graf, S., Viola, S.R., Leo, T. & Kinshuk. (2007). In-Depth Analysis of the Felder- Silverman Learning Style Dimensions. Journal of Research on Technology in Education, 40(1), 79-93. Hair, J.F. Jr., Black, W.C., Babin, B.J., & Anderson, R.E. (2014). Multivariate Data Analysis (Seventh Edition). Upper Saddle River, New Jersey: Pearson Education, Inc. Hair, J.F. Jr., Black, W.C., Babin, B.J., Anderson, R.E. & Tatham, R.L. (2006). Multivariate Data Analysis (Sixth Edition). Upper Saddle River, New Jersey: Pearson Education, Inc. Hasler, B.S., Kersten, B. & Sweller, J. (2007). Learner Control, Cognitive Load a nd Instructional Animation. Applied Cognitive Psychology Journal, 21, 713-729. Kassim, H. (2013). The Relationship between Learning Styles, Creative Thinking Performance, and Multimedia Learning Materials. Procedia, Social and Behavioral Sciences, 97, 229-237. Lau, R.W.H., Yen, N.Y., Li, F., & Wah, B. (2013). Recent Development in Multimedia e-Elearning Technologies. Word Wide Web, 17, 189-198. Lin, H. & Dwyer, F. M. (2010). The Effect of Static and Animated Visualization: a perspective of Instructional Effectiveness and efficiency. Educational Technology, Research and Development , 58, 155-174. Litzinger, T. A., Lee, S.H., Wise, J.C. & Felder, R.M. (2007). A Psychometric Study of the Index of Learning Styles. Journal of Engineering Education, 96(4), 309-319. Madar, A. R. & Buntat, Y. (2011). The Effect of Using Visual Graphics via Interactive Multi- media on Learning of Mathematics (Straight Line) At Secondary School. Journal of Technical, Vocational & Engineering Educational, 3, 94-103. Mbarika,V., Bagarukayo,E., Shipps,B.P., Hingorani,V., Stokes,S., Kourouma,M. &Sankar, C.S. (2010). A Multi-Experimental Study on the Use of Multimedia Instructional Materials to Teach Technical Subjects. Journal of STEM Education (Special Edition), 24-37. McCann, B.M. (2006). The Relationship between Learning Styles, Learning Environments, and Student Success. Journal of Agricultural Education, 47(3), 14-23. 190 Menteri Ristek dan Dikti RI. (2013). Peraturan Menteri Pendidikan dan Kebudayaan RI No. 109 Tahun 2013 tentang Penyelenggaraan Pendidikan Jarak Jauh pada Pendidikan Tinggi. Kumpulan Produk Hukum tentang Pendidikan Tinggi (Update 28 maret 2017). Retrieved April 23, 2017 from http://www.kopertis12.or.id /2010/08/16/kumpulan-produk-hukum-tentang-pendidikan-tinggi.html Merrill, M.D. (2009). Finding e3 (effective, efficient, and engaging) Instruction. Utah State University. Retrieved June 12, 2012 from http://mdavidmerrill.com/Papers/ Designinge3_instruction.pdf Ogochukwu, N. V. (2010). Enhancing students’ interest in mathematics via multimedia presentation. African Journal of Mathematics and Computer Science Research; 3(7), 107-113. Pass, F., Renkl, A. & Sweller, J. (2004). Cognitive Load Theory: Instructional Implications between Information Structures and Cognitive Architecture. Instructional Science, 32, 1-8. Passerini, K. (2007). Performance and Behavioral Outcomes in Technology- Supported Learning: The Role of Interactive Multimedia. Journal of Educational Multimedia and Hypermedia, 16(2), 183-211. Rusli, M. (2015). The Effect of Presentation Variety of Interactive Multimedia Learning to the Learning Result. International Journal of Computer Application., 122 (10). Rusli, M., Ardhana, I.W., Sudhana, I.N. & Kamdi, W. (2013). The Effect of the Type Visualizing—on the Presentation Strategy of the Computer-Based Multimedia Learning—and the Learning Style towards the Student’s Capability in Applying Concept and Procedure of Object-Oriented Modelling. Proceeding of International Seminar on Electrical, Informatics, and Its Education, (B35-B40). Malang State University-Indonesia. Rusli, M., Atmojo, Y.P. & Rinartha, I.K. (2016). Belajar Pemrograman Java dengan NetBeans: Sebuah Pengantar. Yogyakarta: Penerbit Andi. Schroeder, B. A. (2006). Multimedia-Enhanced Instruction in Online Learning Environments. Dissertation. Boise State University. Stanwick, P.A. (2010). Using Multimedia Content to Present Business Ethics: An Empirical Study. Journal of STEM Education (Special Edition), 38-44. Tabbers, H.K & de Koeijer, B. (2010). Learner Control in Animated Multimedia Instructions. Instructional Science, 38, 441-453. Wang, J. & Mendori, T. (2015). The Reliability and Validity of Felder- Silverman Index of Learning Styles in Mandarin Version. Information Engineering Express International Institute of Applied Informatics, Vol.1, No.3, 1 – 8.

The Effect of Animation in Multimedia Computer-Based Learning and Learning Style to the Learning Results

Year 2017, Volume: 18 Issue: 4, 177 - 190, 01.10.2017
https://doi.org/10.17718/tojde.340409

Abstract

The effectiveness of a learning depends on four main elements, they are content, desired learning outcome, instructional method and the delivery media. The integration of those four elements can be manifested into a learning modul which is called multimedia learning or learning by using multimedia. In learning context by using computer-based multimedia, there are two main things that need to be noticed so that the learning process can run effectively: how the content is presented, and what the learner’s chosen way in accepting and processing the information into a meaningful knowledge. First it is related with the way to visualize the content and how people learn. The second one is related with the learning style of the learner. This research aims to investigate the effect of the type of visualization—static vs animated—on a multimedia computer-based learning, and learning styles—visual vs verbal, towards the students’ capability in applying the concepts, procedures, principles of Java programming. Visualization type act as independent variables, and learning styles of the students act as a moderator variable. Moreover, the instructional strategies followed the Component Display Theory of Merril, and the format of presentation of multimedia followed the Seven Principles of Multimedia Learning of Mayer and Moreno. Learning with the multimedia computer-based learning has been done in the classroom. The subject of this research was the student of STMIK-STIKOM Bali in odd semester 2016-2017 which followed the course of Java programming. The Design experiments used multivariate analysis of variance, MANOVA 2 x 2, with a large sample of 138 students in 4 classes. Based on the results of the analysis, it can be concluded that the animation in multimedia interactive learning gave a positive effect in improving students’ learning outcomes, particularly in the applying the concepts, procedures, and principles of Java programming. The difference of students’ learning styles—visual or verbal, it can also gave the different effect in students' learning results acquisition. There was no interaction effect between the factors of visualization type and learning styles.

References

  • Al-Azawei, A., Parslow, P. and Lundqvist, K. (2015). A psychometric analysis of reliability and validity of the index of learning styles (ILS). International Journal of Psychological Studies, 7 (3). pp. 46-57. ISSN 1918-722X doi: 10.5539/ijps.v7n3p46. Clark, R.C. (2008). Developing Technical Training: A Structured Approach for Developing Classroom and Computer-Based Instructional Materials (Third Edition). San Francisco: John Wiley & Sons, Inc. Clark, R.C. & Mayer, R.E. (2008). E-Learning and The Science Of Instruction (Second Edition). San Francisco: In Print of Wiley. Ganesan, N. (2009). Rapid Development of Multimedia Instructional Modules for Information Technology Education. Journal of International Technology and Information Management, 18(1), 83-97. Graf, S., Viola, S.R., Leo, T. & Kinshuk. (2007). In-Depth Analysis of the Felder- Silverman Learning Style Dimensions. Journal of Research on Technology in Education, 40(1), 79-93. Hair, J.F. Jr., Black, W.C., Babin, B.J., & Anderson, R.E. (2014). Multivariate Data Analysis (Seventh Edition). Upper Saddle River, New Jersey: Pearson Education, Inc. Hair, J.F. Jr., Black, W.C., Babin, B.J., Anderson, R.E. & Tatham, R.L. (2006). Multivariate Data Analysis (Sixth Edition). Upper Saddle River, New Jersey: Pearson Education, Inc. Hasler, B.S., Kersten, B. & Sweller, J. (2007). Learner Control, Cognitive Load a nd Instructional Animation. Applied Cognitive Psychology Journal, 21, 713-729. Kassim, H. (2013). The Relationship between Learning Styles, Creative Thinking Performance, and Multimedia Learning Materials. Procedia, Social and Behavioral Sciences, 97, 229-237. Lau, R.W.H., Yen, N.Y., Li, F., & Wah, B. (2013). Recent Development in Multimedia e-Elearning Technologies. Word Wide Web, 17, 189-198. Lin, H. & Dwyer, F. M. (2010). The Effect of Static and Animated Visualization: a perspective of Instructional Effectiveness and efficiency. Educational Technology, Research and Development , 58, 155-174. Litzinger, T. A., Lee, S.H., Wise, J.C. & Felder, R.M. (2007). A Psychometric Study of the Index of Learning Styles. Journal of Engineering Education, 96(4), 309-319. Madar, A. R. & Buntat, Y. (2011). The Effect of Using Visual Graphics via Interactive Multi- media on Learning of Mathematics (Straight Line) At Secondary School. Journal of Technical, Vocational & Engineering Educational, 3, 94-103. Mbarika,V., Bagarukayo,E., Shipps,B.P., Hingorani,V., Stokes,S., Kourouma,M. &Sankar, C.S. (2010). A Multi-Experimental Study on the Use of Multimedia Instructional Materials to Teach Technical Subjects. Journal of STEM Education (Special Edition), 24-37. McCann, B.M. (2006). The Relationship between Learning Styles, Learning Environments, and Student Success. Journal of Agricultural Education, 47(3), 14-23. 190 Menteri Ristek dan Dikti RI. (2013). Peraturan Menteri Pendidikan dan Kebudayaan RI No. 109 Tahun 2013 tentang Penyelenggaraan Pendidikan Jarak Jauh pada Pendidikan Tinggi. Kumpulan Produk Hukum tentang Pendidikan Tinggi (Update 28 maret 2017). Retrieved April 23, 2017 from http://www.kopertis12.or.id /2010/08/16/kumpulan-produk-hukum-tentang-pendidikan-tinggi.html Merrill, M.D. (2009). Finding e3 (effective, efficient, and engaging) Instruction. Utah State University. Retrieved June 12, 2012 from http://mdavidmerrill.com/Papers/ Designinge3_instruction.pdf Ogochukwu, N. V. (2010). Enhancing students’ interest in mathematics via multimedia presentation. African Journal of Mathematics and Computer Science Research; 3(7), 107-113. Pass, F., Renkl, A. & Sweller, J. (2004). Cognitive Load Theory: Instructional Implications between Information Structures and Cognitive Architecture. Instructional Science, 32, 1-8. Passerini, K. (2007). Performance and Behavioral Outcomes in Technology- Supported Learning: The Role of Interactive Multimedia. Journal of Educational Multimedia and Hypermedia, 16(2), 183-211. Rusli, M. (2015). The Effect of Presentation Variety of Interactive Multimedia Learning to the Learning Result. International Journal of Computer Application., 122 (10). Rusli, M., Ardhana, I.W., Sudhana, I.N. & Kamdi, W. (2013). The Effect of the Type Visualizing—on the Presentation Strategy of the Computer-Based Multimedia Learning—and the Learning Style towards the Student’s Capability in Applying Concept and Procedure of Object-Oriented Modelling. Proceeding of International Seminar on Electrical, Informatics, and Its Education, (B35-B40). Malang State University-Indonesia. Rusli, M., Atmojo, Y.P. & Rinartha, I.K. (2016). Belajar Pemrograman Java dengan NetBeans: Sebuah Pengantar. Yogyakarta: Penerbit Andi. Schroeder, B. A. (2006). Multimedia-Enhanced Instruction in Online Learning Environments. Dissertation. Boise State University. Stanwick, P.A. (2010). Using Multimedia Content to Present Business Ethics: An Empirical Study. Journal of STEM Education (Special Edition), 38-44. Tabbers, H.K & de Koeijer, B. (2010). Learner Control in Animated Multimedia Instructions. Instructional Science, 38, 441-453. Wang, J. & Mendori, T. (2015). The Reliability and Validity of Felder- Silverman Index of Learning Styles in Mandarin Version. Information Engineering Express International Institute of Applied Informatics, Vol.1, No.3, 1 – 8.
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Details

Journal Section Volume: 18 Number: 4
Authors

İ Komang Rinartha Yasa Negara This is me

Publication Date October 1, 2017
Submission Date September 28, 2017
Published in Issue Year 2017 Volume: 18 Issue: 4

Cite

APA Negara, İ. K. R. Y. (2017). The Effect of Animation in Multimedia Computer-Based Learning and Learning Style to the Learning Results. Turkish Online Journal of Distance Education, 18(4), 177-190. https://doi.org/10.17718/tojde.340409