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Published in: Journal of Science Education and Technology 5/2020

12-06-2020

Comparative Learning Performance and Mental Involvement in Collaborative Inquiry Learning: Three Modalities of Using Virtual Lever Manipulative

Authors: Cixiao Wang, Yuying Ma, Feng Wu

Published in: Journal of Science Education and Technology | Issue 5/2020

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Abstract

In scientific inquiry learning, manipulatives have been widely utilized as learning resources. Studies have explored the advantages of virtual manipulative (VM) for conceptual understanding and knowledge construction in science education. However, research on the mental engagement and perception of students during collaborative learning under different modalities of using VM remains rare. In this study, we designed a virtual lever manipulative (VLM) and three modalities of using VLM in a primary science course: one VLM per student, one VLM per group, and one VLM per class. There were 80 fifth graders from three classes who participated in this quasi-experimental study. They were asked to complete a group worksheet during collaborative learning activities. Cognitive load, as well as flow experience, was invested through a questionnaire survey after the learning activities. Task involvement was calculated by using the mental effort dimension of cognitive load and post-test scores. The findings indicate that class B (one VLM per group) gained the highest scores in group worksheet and the post-test 1 week later, followed by class C (one VLM per class) and class A (one VLM per student). Class B had the highest level of task involvement, as they had a shared screen among group members. In contrast, class A had a relatively low task involvement and spent more time checking consistency. Besides, both classes A and B had a higher sense of flow experience than class C. Class C experienced a traditional teaching method and less interaction with learning materials, leading to a lower level of flow experience and moderate task involvement.

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Literature
go back to reference Bell, T., Urhahne, D., Schanze, S., & Ploetzner, R. (2010). Collaborative inquiry learning: models, tools, and challenges. International Journal of Science, 32(3), 349–377. Bell, T., Urhahne, D., Schanze, S., & Ploetzner, R. (2010). Collaborative inquiry learning: models, tools, and challenges. International Journal of Science, 32(3), 349–377.
go back to reference Bouck, E. C., & Flanagan, S. M. (2009). Virtual manipulatives. Intervention in School and Clinic, 45(3), 186–191.CrossRef Bouck, E. C., & Flanagan, S. M. (2009). Virtual manipulatives. Intervention in School and Clinic, 45(3), 186–191.CrossRef
go back to reference Cáceres, M., Nussbaum, M., Marroquín, M., Gleisner, S., & Marquínez, J. T. (2018). Building arguments: key to collaborative scaffolding. Interactive Learning Environments, 26(3), 355–371.CrossRef Cáceres, M., Nussbaum, M., Marroquín, M., Gleisner, S., & Marquínez, J. T. (2018). Building arguments: key to collaborative scaffolding. Interactive Learning Environments, 26(3), 355–371.CrossRef
go back to reference Cohen, J. (1988). Statistical power analysis for the behavioral sciences (2nd edn.). New Jersey: L. Erlbaum Associates. Cohen, J. (1988). Statistical power analysis for the behavioral sciences (2nd edn.). New Jersey: L. Erlbaum Associates.
go back to reference Crompton, H., Burke, D., Gregory, K. H., & Gräbe, C. (2016). The use of mobile learning in science: a systematic review. Journal of Science Education and Technology, 25(2), 149–160.CrossRef Crompton, H., Burke, D., Gregory, K. H., & Gräbe, C. (2016). The use of mobile learning in science: a systematic review. Journal of Science Education and Technology, 25(2), 149–160.CrossRef
go back to reference Crompton, H., Burke, D., & Gregory, K. H. (2017). The use of mobile learning in PK-12 education: A systematic review. Computers in Education, 110, 51–63.CrossRef Crompton, H., Burke, D., & Gregory, K. H. (2017). The use of mobile learning in PK-12 education: A systematic review. Computers in Education, 110, 51–63.CrossRef
go back to reference Csikszentmihalyi, M. (1990). Flow: the psychology of optimal experience. New York: HarperCollins Publishers. Csikszentmihalyi, M. (1990). Flow: the psychology of optimal experience. New York: HarperCollins Publishers.
go back to reference Ghani, J. A., & Deshpande, S. P. (1994). Task characteristics and the experience of optimal flow in human—computer interaction. The Journal of Psychology, 128(4), 381–391.CrossRef Ghani, J. A., & Deshpande, S. P. (1994). Task characteristics and the experience of optimal flow in human—computer interaction. The Journal of Psychology, 128(4), 381–391.CrossRef
go back to reference Ha, O., & Fang, N. (2017). Interactive virtual and physical manipulatives for improving students’ spatial skills. Journal of Educational Computing Research, 55(8), 1088–1110.CrossRef Ha, O., & Fang, N. (2017). Interactive virtual and physical manipulatives for improving students’ spatial skills. Journal of Educational Computing Research, 55(8), 1088–1110.CrossRef
go back to reference Hwang, G. J., Yang, L. H., & Wang, S. Y. (2013). A concept map-embedded educational computer game for improving students’ learning performance in natural science courses. Computers & Education, 69, 121–130. Hwang, G. J., Yang, L. H., & Wang, S. Y. (2013). A concept map-embedded educational computer game for improving students’ learning performance in natural science courses. Computers & Education, 69, 121–130.
go back to reference Ibáñez, M. B., Di Serio, Á., Villarán, D., & Kloos, C. D. (2014). Experimenting with electromagnetism using augmented reality: impact on flow student experience and educational effectiveness. Computers in Education, 71(2), 1–13.CrossRef Ibáñez, M. B., Di Serio, Á., Villarán, D., & Kloos, C. D. (2014). Experimenting with electromagnetism using augmented reality: impact on flow student experience and educational effectiveness. Computers in Education, 71(2), 1–13.CrossRef
go back to reference Jeong, H., & Hmelo-Silver, C. E. (2016). Seven affordances of computer-supported collaborative learning: how to support collaborative learning? How can technologies help? Educational Psychologist, 51(2), 247–265.CrossRef Jeong, H., & Hmelo-Silver, C. E. (2016). Seven affordances of computer-supported collaborative learning: how to support collaborative learning? How can technologies help? Educational Psychologist, 51(2), 247–265.CrossRef
go back to reference Kapici, H. O., Akcay, H., & de Jong, T. (2019). Using hands-on and virtual laboratories alone or together―which works better for acquiring knowledge and skills? Journal of Science Education and Technology, 28(3), 231–250.CrossRef Kapici, H. O., Akcay, H., & de Jong, T. (2019). Using hands-on and virtual laboratories alone or together―which works better for acquiring knowledge and skills? Journal of Science Education and Technology, 28(3), 231–250.CrossRef
go back to reference Kirschner, P. A., Sweller, J., Kirschner, F., Zambrano, R., & J. (2018). From cognitive load theory to collaborative cognitive load theory. International Journal of Computer-Supported Collaborative Learning, 13(2), 213–233.CrossRef Kirschner, P. A., Sweller, J., Kirschner, F., Zambrano, R., & J. (2018). From cognitive load theory to collaborative cognitive load theory. International Journal of Computer-Supported Collaborative Learning, 13(2), 213–233.CrossRef
go back to reference Koning, B. B. D., & Tabbers, H. K. (2011). Facilitating understanding of movements in dynamic visualizations: an embodied perspective. Educational Psychology Review, 23(4), 501–521.CrossRef Koning, B. B. D., & Tabbers, H. K. (2011). Facilitating understanding of movements in dynamic visualizations: an embodied perspective. Educational Psychology Review, 23(4), 501–521.CrossRef
go back to reference Larson, J. R., & Christensen, C. (1993). Groups as problem-solving units: toward a new meaning of social cognition. The British Journal of Social Psychology, 32(1), 5–30.CrossRef Larson, J. R., & Christensen, C. (1993). Groups as problem-solving units: toward a new meaning of social cognition. The British Journal of Social Psychology, 32(1), 5–30.CrossRef
go back to reference Lin, C. P., Wong, L. H., & Shao, Y. J. (2012). Comparison of 1:1 and 1:m CSCL environment for collaborative concept mapping. Journal of Computer Assisted Learning, 28(2), 99–113.CrossRef Lin, C. P., Wong, L. H., & Shao, Y. J. (2012). Comparison of 1:1 and 1:m CSCL environment for collaborative concept mapping. Journal of Computer Assisted Learning, 28(2), 99–113.CrossRef
go back to reference Looi, C. K., Zhang, B., Chen, W., Seow, P., Chia, G., Norris, C., & Soloway, E. (2011). 1:1 mobile inquiry learning experience for primary science students: a study of learning effectiveness. Journal of Computer Assisted Learning, 27(3), 269–287.CrossRef Looi, C. K., Zhang, B., Chen, W., Seow, P., Chia, G., Norris, C., & Soloway, E. (2011). 1:1 mobile inquiry learning experience for primary science students: a study of learning effectiveness. Journal of Computer Assisted Learning, 27(3), 269–287.CrossRef
go back to reference Min, J., Lin, Y. T., & Tsai, H. C. (2016). Mobile APP for motivation to learning: an engineering case. Interactive Learning Environments, 24(8), 2048–2057.CrossRef Min, J., Lin, Y. T., & Tsai, H. C. (2016). Mobile APP for motivation to learning: an engineering case. Interactive Learning Environments, 24(8), 2048–2057.CrossRef
go back to reference Moyer, P. S. (2001). Are we having fun yet? How teachers use manipulatives to teach mathematics. Educational Studies in Mathematics, 47(2), 175–197.CrossRef Moyer, P. S. (2001). Are we having fun yet? How teachers use manipulatives to teach mathematics. Educational Studies in Mathematics, 47(2), 175–197.CrossRef
go back to reference Moyer, P. S., Bolyard, J. J., & Spikell, M. A. (2002). What are virtual manipulatives? Teaching Children Mathematics, 8(6), 372–377. Moyer, P. S., Bolyard, J. J., & Spikell, M. A. (2002). What are virtual manipulatives? Teaching Children Mathematics, 8(6), 372–377.
go back to reference Mulet, J., van de Leemput, C., & Amadieu, F. (2019). A critical literature review of perceptions of tablets for learning in primary and secondary schools. Educational Psychology Review, 31, 1–32. Mulet, J., van de Leemput, C., & Amadieu, F. (2019). A critical literature review of perceptions of tablets for learning in primary and secondary schools. Educational Psychology Review, 31, 1–32.
go back to reference Olympiou, G., & Zacharia, Z. C. (2012). Blending physical and virtual manipulatives: an effort to improve students’ conceptual understanding through science laboratory experimentation. Science Education, 96(1), 21–47.CrossRef Olympiou, G., & Zacharia, Z. C. (2012). Blending physical and virtual manipulatives: an effort to improve students’ conceptual understanding through science laboratory experimentation. Science Education, 96(1), 21–47.CrossRef
go back to reference Paas, F., & Van Merrienboer, J. (1994). Instructional control of cognitive load in the training of complex cognitive tasks. Educational Psychology Review, 6(4), 351–371.CrossRef Paas, F., & Van Merrienboer, J. (1994). Instructional control of cognitive load in the training of complex cognitive tasks. Educational Psychology Review, 6(4), 351–371.CrossRef
go back to reference Paas, F., Tuovinen, J. E., Jeroen, J. G. V. M., & Darabi, A. A. (2005). A motivational perspective on the relation between mental effort and performance: optimizing learner involvement in instruction. Educational Technology Research and Development, 53(3), 25–34.CrossRef Paas, F., Tuovinen, J. E., Jeroen, J. G. V. M., & Darabi, A. A. (2005). A motivational perspective on the relation between mental effort and performance: optimizing learner involvement in instruction. Educational Technology Research and Development, 53(3), 25–34.CrossRef
go back to reference Park, J., Parsons, D., & Ryu, H. (2010). To flow and not to freeze: applying flow experience to mobile learning. IEEE Transactions on Learning Technologies, 3(1), 56–67. Park, J., Parsons, D., & Ryu, H. (2010). To flow and not to freeze: applying flow experience to mobile learning. IEEE Transactions on Learning Technologies, 3(1), 56–67.
go back to reference Pouw, W. T. J. L., van Gog, T., & Paas, F. (2014). An embedded and embodied cognition review of instructional manipulatives. Educational Psychology Review, 26(1), 51–72.CrossRef Pouw, W. T. J. L., van Gog, T., & Paas, F. (2014). An embedded and embodied cognition review of instructional manipulatives. Educational Psychology Review, 26(1), 51–72.CrossRef
go back to reference Reychav, I., & Wu, D. (2015). Mobile collaborative learning: the role of individual learning in groups through text and video content delivery in tablets. Computers in Human Behavior, 50, 520–534.CrossRef Reychav, I., & Wu, D. (2015). Mobile collaborative learning: the role of individual learning in groups through text and video content delivery in tablets. Computers in Human Behavior, 50, 520–534.CrossRef
go back to reference Sweller, J., Merrienboer, J., & Paas, F. (1998). Cognitive architecture and instructional design. Educational Psychology Review, 10(3), 251–296.CrossRef Sweller, J., Merrienboer, J., & Paas, F. (1998). Cognitive architecture and instructional design. Educational Psychology Review, 10(3), 251–296.CrossRef
go back to reference Van Merrienboer, J. J., & Sweller, J. (2005). Cognitive load theory and complex learning: recent developments and future directions. Educational Psychology Review, 17(2), 147–177.CrossRef Van Merrienboer, J. J., & Sweller, J. (2005). Cognitive load theory and complex learning: recent developments and future directions. Educational Psychology Review, 17(2), 147–177.CrossRef
go back to reference Wang, T., & Tseng, Y. (2018). The comparative effectiveness of physical, virtual, and virtual-physical manipulatives on third-grade students’ science achievement and conceptual understanding of evaporation and condensation. International Journal of Science and Mathematics Education, 16(2), 203–219.CrossRef Wang, T., & Tseng, Y. (2018). The comparative effectiveness of physical, virtual, and virtual-physical manipulatives on third-grade students’ science achievement and conceptual understanding of evaporation and condensation. International Journal of Science and Mathematics Education, 16(2), 203–219.CrossRef
go back to reference Wang, C., Fang, T., & Miao, R. (2018). Learning performance and cognitive load in mobile learning: impact of interaction complexity. Journal of Computer Assisted Learning, 34(6), 917–927. Wang, C., Fang, T., & Miao, R. (2018). Learning performance and cognitive load in mobile learning: impact of interaction complexity. Journal of Computer Assisted Learning, 34(6), 917–927.
go back to reference Webster, J., Trevino, L. K., & Ryan, L. (1993). The dimensionality and correlates of flow in human-computer interactions. Computers in Human Behavior, 9(4), 411–426.CrossRef Webster, J., Trevino, L. K., & Ryan, L. (1993). The dimensionality and correlates of flow in human-computer interactions. Computers in Human Behavior, 9(4), 411–426.CrossRef
go back to reference Wong, L., & Looi, C. (2011). What seams do we remove in mobile-assisted seamless learning? A critical review of the literature. Computers in Education, 57(4), 2364–2381.CrossRef Wong, L., & Looi, C. (2011). What seams do we remove in mobile-assisted seamless learning? A critical review of the literature. Computers in Education, 57(4), 2364–2381.CrossRef
go back to reference Yuan, Y., Lee, C. Y., & Wang, C. H. (2010). A comparison study of polyominoes explorations in a physical and virtual manipulative environment. Journal of Computer Assisted Learning, 26(4), 307–316.CrossRef Yuan, Y., Lee, C. Y., & Wang, C. H. (2010). A comparison study of polyominoes explorations in a physical and virtual manipulative environment. Journal of Computer Assisted Learning, 26(4), 307–316.CrossRef
go back to reference Zacharia, Z. C., & Olympiou, G. (2011). Physical versus virtual manipulative experimentation in physics learning. Learning and Instruction, 21(3), 317–331.CrossRef Zacharia, Z. C., & Olympiou, G. (2011). Physical versus virtual manipulative experimentation in physics learning. Learning and Instruction, 21(3), 317–331.CrossRef
go back to reference Zacharia, Z. C., Olympiou, G., & Papaevripidou, M. (2008). Effects of experimenting with physical and virtual manipulatives on students’ conceptual understanding in heat and temperature. Journal of Research in Science Teaching, 45(9), 1021–1035.CrossRef Zacharia, Z. C., Olympiou, G., & Papaevripidou, M. (2008). Effects of experimenting with physical and virtual manipulatives on students’ conceptual understanding in heat and temperature. Journal of Research in Science Teaching, 45(9), 1021–1035.CrossRef
Metadata
Title
Comparative Learning Performance and Mental Involvement in Collaborative Inquiry Learning: Three Modalities of Using Virtual Lever Manipulative
Authors
Cixiao Wang
Yuying Ma
Feng Wu
Publication date
12-06-2020
Publisher
Springer Netherlands
Published in
Journal of Science Education and Technology / Issue 5/2020
Print ISSN: 1059-0145
Electronic ISSN: 1573-1839
DOI
https://doi.org/10.1007/s10956-020-09838-4

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