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Comprehending complex chemistry problems in a structured and enjoyable manner: A concept mapping-based contextual gaming approach

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Abstract

Many scientific concepts and theorems are often abstract and challenging to relate to real-life problems, making it difficult for students to grasp them. Therefore, some researchers have attempted to enhance students’ understanding by employing a contextual learning approach, which allows students to apply scientific knowledge to real situations in their daily lives. The aim is to improve students’ learning experiences by moving away from rote memorization. However, if a contextual gaming approach is offered without encouraging deep reflection, students may focus solely on the game itself and overlook the importance of fully understanding the knowledge and contemplating the meaningful relationships between scientific concepts. To address this issue, for this study we developed a Concept Mapping-based Digital Game-Based Learning for Complex Chemistry Problems (short for CM-DGBL-CCP) learning system to assist students in understanding complex chemistry problems. To verify the effects of the proposed approach, the experiment was conducted in a secondary school with two groups. The experimental group with 49 students adopted the CM-DGBL-CCP learning model, while the control group with 56 students utilized the traditional digital game-based learning for complex chemistry problems (T-DGBL-CCP) learning model. The experimental results revealed that there were no significant differences between the two groups of students in terms of learning achievement and cognitive load. However, the experimental group students outperformed the control group in areas such as problem-solving tendency, scientific self-efficacy, scientific learning strategies, and the ability to use deep-level strategies to solve problems.

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References

  • Abd El-Hay, S. A., Mezayen, E., S. E., & Ahmed, R. E. (2018). Effect of concept mapping on problem solving skills, competence in clinical setting and knowledge among undergraduate nursing students. Journal of Nursing Education and Practice, 8(8), 34–46.

    Article  Google Scholar 

  • Acquah, E. O., & Katz, H. T. (2020). Digital game-based L2 learning outcomes for primary through high-school students: A systematic literature review. Computers & Education, 143, 103667.

    Article  Google Scholar 

  • Bakeman, R., & Gottman, J. M. (1997). Observing interaction: An introduction to sequential analysis (2nd ed.). Cambridge University Press.

  • Barzilai, S., & Blau, I. (2014). Scaffolding game-based learning: Impact on learning achievements, perceived learning, and game experiences. Computers & Education, 70, 65–79.

    Article  Google Scholar 

  • Bilik, Ö., Kankaya, E. A., & Deveci, Z. (2020). Effects of web-based concept mapping education on students’ concept mapping and critical thinking skills: A double blind, randomized, controlled study. Nurse Education Today, 86, 104312.

    Article  Google Scholar 

  • Brezovszky, B., McMullen, J., Veermans, K., Hannula-Sormunen, M. M., Rodríguez-Aflecht, G., Pongsakdi, N., Laakkonen, E., & Lehtinen, E. (2018). Effects of a mathematics game-based learning environment on primary school students’ adaptive number knowledge. Computers & Education, 128, 63–74.

    Article  Google Scholar 

  • Brown, J. S., Collins, A., & Duguid, P. (1989). Situated cognition and the culture of learning. Educational Researcher, 18(1), 32–42.

    Article  Google Scholar 

  • Chang, C. C., Hwang, G. J., & Tu, Y. F. (2022). Roles, applications, and trends of concept map-supported learning: A systematic review and bibliometric analysis of publications from 1992 to 2020 in selected educational technology journals. Interactive Learning Environments. https://doi.org/10.1080/10494820.2022.2027457.

    Article  Google Scholar 

  • Charsky, D., & Ressler, W. (2011). Games are made for fun: Lessons on the effects of concept maps in the classroom use of computer games. Computers & Education, 56(3), 604–615.

    Article  Google Scholar 

  • Cheng, M. T., She, H. C., & Annetta, L. A. (2015). Game immersion experience: Its hierarchical structure and impact on game-based science learning. Journal of Computer Assisted Learning, 31(3), 232–253.

    Article  Google Scholar 

  • Chu, H. C., Yang, K. H., & Chen, J. H. (2014). A time sequence-oriented concept map approach to developing educational computer games for history courses. Interactive Learning Environments, 23(2), 212–229.

    Article  Google Scholar 

  • Chu, H. C., Wang, C. C., & Wang, L. (2019). Impacts of concept map-based collaborative mobile gaming on English grammar learning performance and behaviors. Journal of Educational Technology & Society, 22(2), 86–100.

    Google Scholar 

  • Clark, D. B., Nelson, B. C., Chang, H. Y., Martinez-Garza, M., Slack, K., & D’Angelo, C. M. (2011). Exploring newtonian mechanics in a conceptually-integrated digital game: Comparison of learning and affective outcomes for students in Taiwan and the United States. Computers & Education, 57(3), 2178–2195.

    Article  Google Scholar 

  • Collins, A., Brown, J. S., & Newman, S. E. (1988). Cognitive apprenticeship: Teaching the craft of reading, writing, and mathematics. Thinking: The Journal of Philosophy for Children, 8(1), 2–10.

    Google Scholar 

  • Connolly, T. M., Stansfield, M., & Hainey, T. (2007). An application of games-based learning within software engineering. British Journal of Educational Technology, 38(3), 416–428.

    Article  Google Scholar 

  • D’Souza, A. C. D., & Clare, A. C. (2018). Effect of situated learning model on critical problem solving skills among higher secondary pupils. i-manager’s Journal on School Educational Technology, 14(1), 27–34.

    Google Scholar 

  • Fu, Q. K., Lin, C. J., Hwang, G. J., & Zhang, L. (2019). Impacts of a mind mapping-based contextual gaming approach on EFL students’ writing performance, learning perceptions and generative uses in an English course. Computers& Education, 137, 59–77.

    Article  Google Scholar 

  • Hodges, G. W., Wang, L., Lee, J., Cohen, A., & Jang, Y. (2018). An exploratory study of blending the virtual world and the laboratory experience in secondary chemistry classrooms. Computers & Education, 122, 179–193.

    Article  Google Scholar 

  • Hwang, G. J., & Wang, S. Y. (2016). Single loop or double loop learning: English vocabulary learning performance and behavior of students in situated computer games with different guiding strategies. Computers & Education, 102, 188–201.

    Article  Google Scholar 

  • 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.

    Article  Google Scholar 

  • Hwang, G. J., Lee, H. Y., & Chen, C. H. (2019). Lessons learned from integrating concept mapping and gaming approaches into learning scenarios using mobile devices: Analysis of an activity for a geology course. International Journal of Mobile Learning and Organisation, 13(3), 286–308.

    Article  Google Scholar 

  • Janakiraman, S., Watson, S. L., Watson, W. R., & Newby, T. (2021). Effectiveness of digital games in producing environmentally friendly attitudes and behaviors: A mixed methods study. Computers & Education, 160, 104043.

    Article  Google Scholar 

  • Kao, G. Y. M., Chiang, C. H., & Sun, C. T. (2017). Customizing scaffolds for game-based learning in physics: Impacts on knowledge acquisition and game design creativity. Computers & Education, 113, 294–312.

    Article  Google Scholar 

  • Ke, F. (2008). Computer games application within alternative classroom goal structures: Cognitive, metacognitive, and affective evaluation. Educational Technology Research & Development, 56(5), 539–556.

    Article  Google Scholar 

  • Krath, J., Schürmann, L., & Von Korflesch, H. F. (2021). Revealing the theoretical basis of gamification: A systematic review and analysis of theory in research on gamification, serious games and game-based learning. Computers in Human Behavior, 125, 106963.

    Article  Google Scholar 

  • Lai, C. L., & Hwang, G. J. (2014). Effects of mobile learning time on students’ conception of collaboration, communication, complex problem-solving, meta-cognitive awareness and creativity. International Journal of Mobile Learning and Organisation, 8(3), 276–291.

    Article  MathSciNet  Google Scholar 

  • Lee, J., & Choi, H. (2017). What affects learner’s higher-order thinking in technology-enhanced learning environments? The effects of learner factors. Computers & Education, 115, 143–152.

    Article  Google Scholar 

  • Lee, M. H., Johanson, R. E., & Tsai, C. C. (2008). Exploring Taiwanese high school students’ conceptions of and approaches to learning science through a structural equation modeling analysis. Science Education, 92(2), 191–220.

    Article  Google Scholar 

  • Novak, J. D. (2002). Meaningful learning: The essential factor for conceptual change in limited or appropriate propositional hierarchies (LIPHs) leading to empowerment of learners. Science Education, 86(4), 548–571.

    Article  Google Scholar 

  • Osborne, J., & Collins, J. (2001). Pupils’ views of the role and value of the science curriculum: A focus group study. International Journal of Science Education, 23(5), 441–467.

    Article  Google Scholar 

  • Pankratius, W. J. (1990). Building an organized knowledge base: Concept mapping and achievement in secondary school physics. Journal of Research in Science Teaching, 27(4), 315–333.

    Article  Google Scholar 

  • Pintrich, P. R., Smith, D. A. F., Garcia, T., & McKeachie, W. J. (1991). A manual for the use of the motivated strategies for learning questionnaire (MSLQ). MI: National Center for Research to Improve Postsecondary Teaching and Learning. (ERIC Document Reproduction Service No. ED 338122).

  • Quintana, C., Reiser, B. J., Davis, E. A., Krajcik, J., Fretz, E., Duncan, R. G., et al. (2004). A scaffolding design framework for software to support science inquiry. Journal of the Learning Sciences, 13(3), 337–386.

    Article  Google Scholar 

  • Roshangar, F., Azar, E. F., Sarbakhsh, P., & Azarmi, R. (2020). The effect of case-based learning with or without conceptual mapping method on critical thinking and academic self-efficacy of nursing students. Journal of Biochemical Technology, 11(1), 37–44.

    Google Scholar 

  • Scherer, R., & Tiemann, R. (2012). Factors of problem-solving competency in a virtual chemistry environment: The role of metacognitive knowledge about strategies. Computers & Education, 59(4), 1199–1214.

    Article  Google Scholar 

  • Schroeder, N. L., Nesbit, J. C., Anguiano, C. J., & Adesope, O. O. (2018). Studying and constructing concept maps: A meta-analysis. Educational Psychology Review, 30, 431–455.

    Article  Google Scholar 

  • Shaw, R. S. (2010). A study of learning performance of e-learning materials design with knowledge maps. Computers & Education, 54(1), 253–264.

    Article  Google Scholar 

  • Sirhan, G. (2007). Learning difficulties in chemistry: An overview. Journal of Turkish Science Education, 4(2), 2–20.

    Google Scholar 

  • Srisawasdi, N., & Panjaburee, P. (2019). Implementation of game-transformed inquiry-based learning to promote the understanding of and motivation to learn chemistry. Journal of Science Education and Technology, 28(2), 152–164.

    Article  Google Scholar 

  • Stenberdt, V. A., & Makransky, G. (2023). Mastery experiences in immersive virtual reality promote pro-environmental waste-sorting behavior. Computers & Education, 198, 104760.

    Article  Google Scholar 

  • Sung, H. Y., Hwang, G. J., Lin, C. J., & Hong, T. W. (2017). Experiencing the analects of confucius: An experiential game-based learning approach to promoting students’ motivation and conception of learning. Computers & Education, 110, 143–153.

    Article  Google Scholar 

  • Sweller, J., Van Merriënboer, J. J. G., & Paas, F. G. W. C. (1998). Cognitive architecture and instructional design. Educational Psychology Review, 10(3), 251–297.

    Article  Google Scholar 

  • Tay, J., Goh, Y. M., Safiena, S., & Bound, H. (2022). Designing digital game-based learning for professional upskilling: A systematic literature review. Computers & Education, 104518.

  • Tiemann, R., & Annaggar, A. (2020). A framework for the theory-driven design of digital learning environments (FDDLEs) using the example of problem-solving in chemistry education. Interactive Learning Environments. https://doi.org/10.1080/10494820.2020.1826981.

    Article  Google Scholar 

  • Wen, C. T., Chang, C. J., Chang, M. H., Chiang, S. H. F., Liu, C. C., Hwang, F. K., & Tsai, C. C. (2018). The learning analytics of model-based learning facilitated by a problem-solving simulation game. Instructional Science, 46(6), 847–867.

    Article  Google Scholar 

  • Wouters, P., van Nimwegen, C., van Oostendorp, H., & van der Spek, E. D. (2013). A meta-analysis of the cognitive and motivational effects of serious games. Journal of Educational Psychology, 105(2), 249–265.

    Article  Google Scholar 

  • Yang, Y. T. C. (2012). Building virtual cities, inspiring intelligent citizens: Digital games for developing students’ problem solving and learning motivation. Computers & Education, 59(2), 365–377.

    Article  Google Scholar 

  • Zhao, L., Liu, X., Wang, C., & Su, Y. S. (2022). Effect of different mind mapping approaches on primary school students’ computational thinking skills during visual programming learning. Computers & Education, 181, 104445.

    Article  Google Scholar 

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Funding

This study is supported in part by the National Science and Technology Council of Taiwan under contract numbers NSTC 112-2410-H-011-012-MY3 and NSTC 112-2410-H-167-002-MY2. The study is also supported by the “Empower Vocational Education Research Center” of National Taiwan University of Science and Technology (NTUST) from the Featured Areas Research Center Program within the framework of the Higher Education Sprout Project by the Ministry of Education (MOE) in Taiwan.

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All authors contributed to the study conception and design. Material preparation, data collection and analysis were performed by W.C. Project administration were performed by G.H. Methodology and supervision were performed G.H and L.H. The first draft of the manuscript was written by W.C and L.H. All authors commented on previous versions of the manuscript. All authors read and approved the final manuscript.

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Correspondence to Lu-Ho Hsia.

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Hwang, GJ., Chuang, WH. & Hsia, LH. Comprehending complex chemistry problems in a structured and enjoyable manner: A concept mapping-based contextual gaming approach. Educ Inf Technol 29, 18745–18767 (2024). https://doi.org/10.1007/s10639-024-12615-0

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