Exploring extraneous cognitive load in an instructional process via the web conferencing system

References

• Abrami, P. C., R. M. Bernard, E. M. Bures, E. Borokhovski, and R. M. Tamim. 2011. “Interaction in Distance and Online Learning: Using Evidence and Theory to Improve Practice.” Journal of Computing in Higher Education 23: 82–103. doi: 10.1007/s12528-011-9043-x
   Web of Science ®Google Scholar
• Al Asraj, A., M. Freeman, and P. A. Chandler. 2011. “ Considering Cognitive Load Theory Within E-Learning Environments.” In PACIS 2011 Proceedings, 1–13. Queensland: Queensland University of Technology.
   Google Scholar
• Baddeley, A. 1992. “Working Memory: The Interface Between Memory and Cognition.” Journal of Cognitive Neuroscience 4 (3): 281–288. doi: 10.1162/jocn.1992.4.3.281
   PubMed Web of Science ®Google Scholar
• Bannert, M. 2002. “Managing Cognitive Load-Recent Trends in Cognitive Load Theory.” Learning and Instruction 12 (1): 139–146. doi: 10.1016/S0959-4752(01)00021-4
   Web of Science ®Google Scholar
• Bawane, J., and J. M. Spector. 2009. “Prioritization of Online Instructor Roles: Implications for Competency-Based Teacher Education Programs.” Distance Education 30 (3): 383–397. doi: 10.1080/01587910903236536
   Web of Science ®Google Scholar
• Bower, M. 2011. “Synchronous Collaboration Competencies in Web-Conferencing Environments – Their Impact on the Learning Process.” Distance Education 32 (1): 63–83. doi: 10.1080/01587919.2011.565502
   Web of Science ®Google Scholar
• Cappiccie, A., and P. Desrosiers. 2011. “Lessons Learned from Using Adobe Connect in the Social Work Classroom.” Journal of Technology in Human Services 29 (4): 296–302. doi: 10.1080/15228835.2011.638239
   Google Scholar
• Chalmers, P. A. 2003. “The Role of Cognitive Theory in Human–Computer Interface.” Computers in Human Behavior 19 (5): 593–607. doi: 10.1016/S0747-5632(02)00086-9
   Web of Science ®Google Scholar
• Chandler, P., and J. Sweller. 1991. “Cognitive Load Theory and the Format of Instruction.” Cognition & Instruction 8 (4): 293–332. doi: 10.1207/s1532690xci0804_2
   Web of Science ®Google Scholar
• Chang, T. W., J. M. Hsu, and P. T. Yu. 2011. “A Comparison of Single-and Dual-Screen Environment in Programming Language: Cognitive Loads and Learning Effects.” Educational Technology & Society 14 (2): 188–200.
   Web of Science ®Google Scholar
• Chang, C. C., and F. Y. Yang. 2010. “Exploring the Cognitive Loads of High-School Students as They Learn Concepts in Web-Based Environments.” Computers & Education 55 (2): 673–680. doi: 10.1016/j.compedu.2010.03.001
   Web of Science ®Google Scholar
• Chanlin, L. J. 1998. “Students Cognitive Styles and the Need of Visual Control in Animation.” Journal of Educational Computing Research 19 (4): 353–365. doi: 10.2190/EBXL-K70V-ELAY-K0YN
   Web of Science ®Google Scholar
• Chiu, C. H., H. Y. Yang, T. H. Liang, and H. P. Chen. 2010. “Elementary Students’ Participation Style in Synchronous Online Communication and Collaboration.” Behaviour & Information Technology 29 (6): 571–586. doi: 10.1080/01449291003686195
   Web of Science ®Google Scholar
• Clark, R. C., F. Nguyen, and J. Sweller. 2006. Efficiency in Learning, Evidence-Based Guidelines to Manage Cognitive Load. San Francisco, CA: John Wiley.
   Google Scholar
• Clark, J. M., and A. Paivio. 1991. “Dual Coding Theory and Education.” Educational Psychology Review 3 (3): 149–210. doi: 10.1007/BF01320076
   Web of Science ®Google Scholar
• Clarke, T., P. Ayres, and J. Sweller. 2005. “The Impact of Sequencing and Prior Knowledge on Learning Mathematics Through Spreadsheet Applications.” Educational Technology Research and Development 53 (3): 15–24. doi: 10.1007/BF02504794
   Web of Science ®Google Scholar
• Conaway, R. N., S. S. Easton, and W. V. Schmidt. 2005. “Strategies for Enhancing Student Interaction and Immediacy in Online Courses.” Business Communication Quarterly 68 (1): 23–35. doi: 10.1177/1080569904273300
   Google Scholar
• Corbalan, G., L. Kester, and J. J. G. Van Merriënboer. 2009. “Dynamic Task Selection: Effects of Feedback and Learner Control on Efficiency and Motivation.” Learning and Instruction 19 (6): 455–465. doi: 10.1016/j.learninstruc.2008.07.002
   Web of Science ®Google Scholar
• Crooks, S. M., J. Cheon, F. Inan, F. Ari, and R. Flores. 2012. “Modality and Cueing in Multimedia Learning: Examining Cognitive and Perceptual Explanations for the Modality Effect.” Computers in Human Behavior 28 (3): 1063–1071. doi: 10.1016/j.chb.2012.01.010
   Web of Science ®Google Scholar
• Darabi, A., and L. Jin. 2013. “Improving the Quality of Online Discussion: The Effects of Strategies Designed Based on Cognitive Load Theory Principles.” Distance Education 34 (1): 21–36. doi: 10.1080/01587919.2013.770429
   Web of Science ®Google Scholar
• De Jong, T. 2010. “Cognitive Load Theory, Educational Research, and Instructional Design: Some Food for Thought.” Instructional Science 38 (2): 105–134. doi: 10.1007/s11251-009-9110-0
   Web of Science ®Google Scholar
• Dikbaş, T. E. 2013. “Synchronous Interaction in Online Learning Environments with Adobe Connect Pro.” Procedia – Social and Behavioral Sciences 106: 2492–2499. doi: 10.1016/j.sbspro.2013.12.286
   Google Scholar
• Falloon, G. 2011. “Making the Connection: Moore’s Theory of Transactional Distance and Its Relevance to the Use of a Virtual Classroom in Postgraduate Online Teacher Education.” Journal of Research on Technology in Education 43 (3): 187–209. doi: 10.1080/15391523.2011.10782569
   Google Scholar
• Falloon, G. 2012. “Inside the Virtual Classroom: Student Perspectives on Affordances and Limitations.” Journal of Open, Flexible and Distance Learning 16 (1): 108–126.
   Google Scholar
• Gedera, D. S. 2014. “Students’ Experiences of Learning in a Virtual Classroom.” International Journal of Education and Development Using Information and Communication Technology 10 (4): 93–95.
   Google Scholar
• Hollender, N., C. Hofmann, M. Deneke, and B. Schmitz. 2010. “Integrating Cognitive Load Theory and Concepts of Human–Computer Interaction.” Computers in Human Behavior 26 (6): 1278–1288. doi: 10.1016/j.chb.2010.05.031
   Web of Science ®Google Scholar
• Jim, K. 2001. “Stimulation Collaboration and Discussion in Online Learning Environments.” Internet and Higher Education 4: 119–124. doi: 10.1016/S1096-7516(01)00054-9
   Google Scholar
• Kalyuga, S. 2012. “Interactive Distance Education: A Cognitive Load Perspective.” Jounal of Computing in Higher Education 24: 182–208. doi: 10.1007/s12528-012-9060-4
   Web of Science ®Google Scholar
• Karabulut, A., and A. Correia. 2008. “Skype, Elluminate, Adobe Connect, Ivisit: A Comparison of Web-Based Video Conferencing Systems for Learning and Teaching.” In Paper Presented at the Proceedings of Technology and Teacher Education International Conference in Society for Information, Las Vegas, Nevada, edited by Karen McFerrin, Roberta Weber, Roger Carlsen, and Dee Anna Willis, Vol. 19, 481–482. Chesapeake, VA: Publisher: Association for the Advancement of Computing in Education (AACE).
   Google Scholar
• Kaufmann, R., and B. N. Frisby. 2013. “Let’s Connect: Using Adobe Connect to Foster Group Collaboration in the Online Classroom.” Communication Teacher 27 (4): 230–234. doi: 10.1080/17404622.2013.798014
   Google Scholar
• Keir, S., and J. Elizondo. 2010. “Utilizing Elluminate® to Provide Professional Development for School Staff in the Pacific Region: ‘Bridge Events’ in Regional Educational Lab-Pacific.” In Paper Presented at the Proceedings of Technology and Teacher Education International Conference in Society for Information, San Diego, CA, edited by David Gibson and Bernie Dodge, Vol. 1, 2748–2753. Chesapeake, VA: Association for the Advancement of Computing in Education (AACE).
   Google Scholar
• Kester, L., P. Kirschner, and G. Corbalan. 2007. “Designing Support to Facilitate Learning in Powerful Electronic Learning Environments.“ Computers in Human Behavior 23 (3): 1047–1054.
   Google Scholar
• Kirschner, P. A. 2002. “Cognitive Load Theory: Implications of Cognitive Load Theory on the Design of Learning.” Learning and Instruction 12 (1): 1–10. doi: 10.1016/S0959-4752(01)00014-7
   Web of Science ®Google Scholar
• Kirschner, F., F. Paas, and P. A. Kirschner. 2009. “A Cognitive Load Approach to Collaborative Learning: United Brains for Complex Tasks.” Educational Psychology Review 21: 31–42. doi: 10.1007/s10648-008-9095-2
   Web of Science ®Google Scholar
• Liu, T. C., Y. C. Lin, M. J. Tsai, and F. Paas. 2012. “Split-attention and Redundancy Effects on Mobile Learning in Physical Environments.” Computers & Education 58 (1): 172–180.
   Google Scholar
• Mayer, R. E. 2001. Multimedia Learning. Cambridge, UK: Cambridge University Press.
   Google Scholar
• Mayer, R. E. 2005. The Cambridge Handbook of Multimedia Learning. Cambridge, UK: Cambridge University Press.
   Google Scholar
• Mayer, R. E. 2009. Multimedia Learning. Cambridge, UK: Cambridge University Press.
   Google Scholar
• Mayer, R. E. 2014. “Cognitive Theory of Multimedia Learning.” In The Cambridge Handbook of Multimedia Learning, edited by Richard E. Mayer, 43–71. Santa Barbara: Cambridge University Press.
   Google Scholar
• Mayer, R. E., and C. I. Johnson. 2008. “Revising the Redundancy Principle in Multimedia Learning.” Journal of Educational Psychology 100 (2): 380–382. doi: 10.1037/0022-0663.100.2.380
   Web of Science ®Google Scholar
• Mayer, R. E., and R. Moreno. 2002. “Aids to Computer-Based Multimedia Learning.” Learning and Instruction 12 (1): 107–119. doi: 10.1016/S0959-4752(01)00018-4
   Web of Science ®Google Scholar
• Mayer, R. E., and R. Moreno. 2003. “Nine Ways to Reduce Cognitive Load in Multimedia Learning.” Educational Psychologist 38 (1): 43–52. doi: 10.1207/S15326985EP3801_6
   Web of Science ®Google Scholar
• Mayer, R. E., and V. K. Sims. 1994. “For Whom Is a Picture Worth a Thousand Words? Extensions of a Dual-Coding Theory of Multimedia Learning.” Journal of Educational Psychology 86 (3): 389–390. doi: 10.1037/0022-0663.86.3.389
   Web of Science ®Google Scholar
• Merriënboer, J., and P. Ayres. 2005. “Research on Cognitive Load Theory and Its Design Implications for E-Learning.” Educational Technology Research and Development 53 (3): 5–13. doi: 10.1007/BF02504793
   Web of Science ®Google Scholar
• Miller, C. 2011. “Aesthetics and E-Assessment: The Interplay of Emotional Design and Learner Performance.” Distance Education 32 (3): 307–337. doi: 10.1080/01587919.2011.610291
   Web of Science ®Google Scholar
• Moreno, R., and R. E. Mayer. 2000. “A Coherence Effect in Multimedia Learning: The Case for Minimizing Irrelevant Sounds in the Design of Multimedia Instructional Messages.” Journal of Educational Psychology 92 (1): 117–125. doi: 10.1037/0022-0663.92.1.117
   Web of Science ®Google Scholar
• Moreno, R., and R. E. Mayer. 2002. “Verbal Redundancy in Multimedia Learning: When Reading Helps Listening.” Journal of Educational Psychology 94 (1): 156–161. doi: 10.1037/0022-0663.94.1.156
   Web of Science ®Google Scholar
• Olson, J. S., and F. E. McCracken. 2014. “Is It Worth the Effort? The Impact of Incorporating Synchronous Lectures into an Online Course.” Online Learning: Official Journal of the Online Learning Consortium 19 (2): 1–7. doi: 10.24059/olj.v19i2.499
   Google Scholar
• Oviatt, S. 2006. “Human-Centered Design Meets Cognitive Load Theory: Designing Interfaces That Help People Think.” In Paper Presented at the Proceedings of the 14th Annual ACM International Conference on Multimedia, Santa Barbara, CA, edited by Klara Nahrstedt, Matthew Turk, Yong Rui, Wolfgang Klas, and Ketan Mayer-Patel, 871–880. New York, NY: ACM.
   Google Scholar
• Paas, F., A. Renkl, and J. Sweller. 2003. “Cognitive Load Theory and Instructional Design: Recent Developments.” Educational Psychologist 38 (1): 1–4. doi: 10.1207/S15326985EP3801_1
   Web of Science ®Google Scholar
• Paas, F., A. Renkl, and J. Sweller. 2004. “Cognitive Load Theory: Instructional Implications of the Interaction Between Information Structures and Cognitive Architecture.” Instructional Science 32 (1): 1–8. doi: 10.1023/B:TRUC.0000021806.17516.d0
   Web of Science ®Google Scholar
• Paas, F. G., J. J. Van Merriënboer, and J. J. Adam. 1994. “Measurement of Cognitive Load in Instructional Research.” Perceptual and Motor Skills 79 (1): 419–430. doi: 10.2466/pms.1994.79.1.419
   PubMed Web of Science ®Google Scholar
• Pollock, E., P. Chandler, and J. Sweller. 2002. “Assimilating Complex Information.” Learning and Instruction 12 (1): 61–86. doi: 10.1016/S0959-4752(01)00016-0
   Web of Science ®Google Scholar
• Quinn, A. S., J. A. R. J. Regan, and D. Schoech. 2008. “Online Synchronous Audio and Video Environments for Education, Training, and Human Service Delivery: A Review of Three Products.” Journal of Technology in Human Services 26 (1): 89–104. doi: 10.1300/J017v26n01_07
   Google Scholar
• Salden, R. J., V. Aleven, R. Schwonke, and A. Renkl. 2010. “The Expertise Reversal Effect and Worked Examples in Tutored Problem Solving.” Instructional Science 38 (3): 289–307. doi: 10.1007/s11251-009-9107-8
   Web of Science ®Google Scholar
• Sawicka, A. 2008. “Dynamics of Cognitive Load Theory: A Model-Based Approach.” Computers in Human Behavior 24 (3): 1041–1066. doi: 10.1016/j.chb.2007.03.007
   Web of Science ®Google Scholar
• Scheiter, K., and P. Gerjets. 2007. “Learner Control in Hypermedia Environments.” Educational Psychology Review 19 (3): 285–307. doi: 10.1007/s10648-007-9046-3
   Web of Science ®Google Scholar
• Schnotz, W., and T. Rasch. 2005. “Enabling, Facilitating, and Inhibiting Effects of Animations in Multimedia Learning: Why Reduction of Cognitive Load Can Have Negative Results on Learning.” Educational Technology Research and Development 53 (3): 47–58. doi: 10.1007/BF02504797
   Web of Science ®Google Scholar
• Servonsky, E. J., W. L. Daniels, and B. L. Davis. 2005. “ Evaluation of Blackboards as a Platform for Distance Education Delivery.” The ABNF Journal (November/December).
   Google Scholar
• Smith, E., P. Lye, B. Greatrex, M. Taylor, and I. Stupans. 2013. “Enriching Learning for First Year Chemistry Students: Introduction of Adobe Connect.” European Journal of Open, Distance and E-Learning 16 (1): 94–101.
   Google Scholar
• Sweller, J. 1994. “Cognitive Load Theory, Learning Difficulty, and Instructional Design.” Learning and Instruction 4 (4): 295–312. doi: 10.1016/0959-4752(94)90003-5
   Google Scholar
• Sweller, J. 2003. “Evolution of Human Cognitive Architecture.” In The Psychology of Learning and Motivation, edited by Brian Ross, Vol. 43, 215–266. San Diego: Academic Press.
   Google Scholar
• Sweller, J., J. J. Van Merrienboer, and F. G. Paas. 1998. “Cognitive Architecture and Instructional Design.” Educational Psychology Review 10 (3): 251–296. doi: 10.1023/A:1022193728205
   Web of Science ®Google Scholar
• Thüring, M., J. Hannemann, and J. M. Haake. 1995. “Hypermedia and Cognition: Designing for Comprehension.” Communications of the ACM 38 (8): 57–66. doi: 10.1145/208344.208348
   Web of Science ®Google Scholar
• Vonderwell, S., and S. Zachariah. 2005. “Factors That Influence Participation in Online Learning.” Journal of Research on Technology in Education 38 (2): 213–230. doi: 10.1080/15391523.2005.10782457
   Google Scholar
• Wang, Q. 2008. “A Generic Model for Guiding the Integration of ICT into Teaching and Learning.” Innovations in Education and Teaching International 45 (4): 411–419. doi: 10.1080/14703290802377307
   Web of Science ®Google Scholar
• Wittrock, M. C. 1989. “Generative Processes of Comprehension.” Educational Psychologist 24 (4): 345–376. doi: 10.1207/s15326985ep2404_2
   Web of Science ®Google Scholar
• Zimmerman, T. D. 2012. “Exploring Learner to Content Interaction as a Success Factor in Online Courses.” The International Review of Research in Open and Distance Learning 13 (4): 152–165.
   Web of Science ®Google Scholar