Digital Pedagogical Model Based on Climate Change Issues Integrated with Virtual Reality Technology to Enhance Students' Critical Thinking and Climate Change Awareness
Abstract
Climate change education is crucial for equipping students to tackle pressing global challenges, yet traditional methods often fail to foster critical thinking (CT) and awareness. This study aimed to develop a digital pedagogical model based on climate change issues integrated with Virtual Reality (VR) technology to enhance students' CT and climate change awareness. The research employed a Research and Development (R&D) approach, involving validation, practicality testing, and effectiveness evaluation. Validity data were obtained through expert validation (involving five validators), while practicality and effectiveness data were gathered through implementation processes involving two observers (evaluating model practicality) and 38 high school students (effectiveness test subjects). Implementation utilized a pretest-posttest design and was analyzed descriptively and quantitatively. The findings indicate that the model is valid, with an average validation score of 4.15, and practical, with an implementation score of 4.80 categorized as "very good." The effectiveness test showed significant improvements in students' CT skills, with the average score increasing from the "less critical" to the "moderately critical" category, and in climate change awareness, which rose from the "moderate" to the "high" category. These results highlight the effectiveness of integrating PBL with VR technology in enhancing students’ CT skills and awareness. This study contributes to advancing technology-based education and emphasizes the importance of adopting immersive, problem-based pedagogies in tackling global issues like climate change.
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Ablak, S., & Yeşi̇Ltaş, E. (2020). Secondary School Students’ Awareness of Environmental Education Concepts. Review of International Geographical Education Online, 10(3), 445–466. https://doi.org/10.33403/rigeo.745951
Abrami, P. C., Bernard, R. M., Borokhovski, E., Wade, A., Surkes, M. A., Tamim, R., & Zhang, D. (2008). Instructional Interventions Affecting Critical Thinking Skills and Dispositions: A Stage 1 Meta-Analysis. Review of Educational Research, 78(4), Article 4. https://doi.org/10.3102/0034654308326084
Afandi, A., Wahyuni, E. S., Kristiana, T., & Putra, D. A. (2021). Profile of Critical Thinking Skills of Students in High School on Climate Change and Waste Recycling Materials. International Journal of Pedagogy and Teacher Education, 5(2), 96. https://doi.org/10.20961/ijpte.v5i2.50826
Aizikovitsh-Udi, E., & Cheng, D. (2015). Developing Critical Thinking Skills from Dispositions to Abilities: Mathematics Education from Early Childhood to High School. Creative Education, 06(04), 455–462. https://doi.org/10.4236/ce.2015.64045
Akınoğlu, O., & Tandoğan, R. Ö. (2007). The Effects of Problem-Based Active Learning in ScienceEducation on Students’ AcademicAchievement, Attitude and ConceptLearning. EURASIA Journal of Mathematics, Science and Technology Education, 3(1). https://doi.org/10.12973/ejmste/75375
Akrofi, M., Antwi, S., & Gumbo, J. (2019). Students in Climate Action: A Study of Some Influential Factors and Implications of Knowledge Gaps in Africa. Environments, 6(2), 12. https://doi.org/10.3390/environments6020012
Al Farsi, G., Yusof, A. B. Mohd., Romli, A., Tawafak, R. M., Malik, S. I., Jabbar, J., & Rsuli, M. E. B. (2021). A Review of Virtual Reality Applications in an Educational Domain. International Journal of Interactive Mobile Technologies (iJIM), 15(22), 99. https://doi.org/10.3991/ijim.v15i22.25003
Aliyu, H., Ebikabowei, M., & Kola, A. J. (2023). Problem-Based Learning in Remote Learning Scenario Utilizing Climate Change Virtual Reality Video in Mobile Application to Train Critical Thinking. International Journal of Essential Competencies in Education, 2(2), 144–159. https://doi.org/10.36312/ijece.v2i2.1612
Álvarez-Nieto, C., Álvarez-García, C., Parra-Anguita, L., Sanz-Martos, S., & López-Medina, I. M. (2022). Effectiveness of scenario-based learning and augmented reality for nursing students’ attitudes and awareness toward climate change and sustainability. BMC Nursing, 21(1), 245. https://doi.org/10.1186/s12912-022-01023-9
Anggraeni, D. M., Prahani, B. K., Suprapto, N., Shofiyah, N., & Jatmiko, B. (2023). Systematic review of problem-based learning research in fostering critical thinking skills. Thinking Skills and Creativity, 49, 101334. https://doi.org/10.1016/j.tsc.2023.101334
Asante, C. K., Yalley, E., & Amissah, G. (2024). Climate Change Education, Globalisation and the Nation State: A Commentary on Ghana’s Science Curriculum. Australian Journal of Environmental Education, 40(1), 55–64. https://doi.org/10.1017/aee.2024.2
Asimakopoulou, P., Nastos, P., Vassilakis, E., Hatzaki, M., & Antonarakou, A. (2021). Earth Observation as a Facilitator of Climate Change Education in Schools: The Teachers’ Perspectives. Remote Sensing, 13(8), 1587. https://doi.org/10.3390/rs13081587
Au, E. H., & Lee, J. J. (2017). Virtual reality in education: A tool for learning in the experience age. International Journal of Innovation in Education, 4(4), 215. https://doi.org/10.1504/IJIIE.2017.091481
Ayoub, A., & Pulijala, Y. (2019). The application of virtual reality and augmented reality in Oral & Maxillofacial Surgery. BMC Oral Health, 19(1), 238. https://doi.org/10.1186/s12903-019-0937-8
Barak, M. (2020). Problem-, Project- and Design-Based Learning: Their Relationship to Teaching Science, Technology and Engineering in School. Journal of Problem-Based Learning, 7(2), 94–97. https://doi.org/10.24313/jpbl.2020.00227
Barnett, C. J., & Pua, B. B. (2020). The Value of Simulation in Interventional Radiology. Digestive Disease Interventions, 04(01), 067–072. https://doi.org/10.1055/s-0040-1705098
Bleazby, J., Burgh, G., Thornton, S., Graham, M., Reid, A., & Finefter-Ronsebluh, I. (2023). Teaching about climate change in the midst of ecological crisis: Responsibilities, challenges, and possibilities. Educational Philosophy and Theory, 55(10), 1087–1095. https://doi.org/10.1080/00131857.2023.2211260
Calkins, S., Grannan, S., & Siefken, J. (2020). Using Peer-Assisted Reflection in Math to Foster Critical Thinking and Communication Skills. PRIMUS, 30(4), 475–499. https://doi.org/10.1080/10511970.2019.1608608
Carman, J., Zint, M., Burkett, E., & Ibáñez, I. (2021). The role of interest in climate change instruction. Science Education, 105(2), 309–352. https://doi.org/10.1002/sce.21610
Cruz, J. P., Felicilda‐Reynaldo, R. F. D., Alshammari, F., Alquwez, N., Alicante, J. G., Obaid, K. B., Rady, H. E. A. E. A., Qtait, M., & Silang, J. P. B. T. (2018). Factors Influencing Arab Nursing Students’ Attitudes toward Climate Change and Environmental Sustainability and their Inclusion in Nursing Curricula. Public Health Nursing, 35(6), 598–605. https://doi.org/10.1111/phn.12516
Dalanon, J. (2023). Multiplatform and cost‐effective augmented reality model development in restorative dentistry. Journal of Dental Education, 87(S1), 929–931. https://doi.org/10.1002/jdd.13166
Deshiana, A., Sriyanti, I., & Ismet, I. (2022). High School Students Awareness and Attitudes Toward Climate Change. Berkala Ilmiah Pendidikan Fisika, 10(3), 320. https://doi.org/10.20527/bipf.v10i3.14001
Ding, X., & Li, Z. (2022). A review of the application of virtual reality technology in higher education based on Web of Science literature data as an example. Frontiers in Education, 7, 1048816. https://doi.org/10.3389/feduc.2022.1048816
Duram, L. A. (2021). Teaching a Social Science Course on Climate Change: Suggestions for Active Learning. Bulletin of the American Meteorological Society, 102(8), E1494–E1498. https://doi.org/10.1175/BAMS-D-21-0035.1
Efwinda, S., Puspita, I., Damayanti, P., Hakim, A., & Syam, M. (2023). Enhancing Critical Thinking on Climate Change: TPACK Implementation in PBL with Digital Posters. EDUSAINS, 15(2), 150–163. https://doi.org/10.15408/es.v15i2.33230
Eilam, E. (2022). Climate change education: The problem with walking away from disciplines. Studies in Science Education, 58(2), 231–264. https://doi.org/10.1080/03057267.2021.2011589
Eilam, E., Prasad, V., & Widdop Quinton, H. (2020). Climate Change Education: Mapping the Nature of Climate Change, the Content Knowledge and Examination of Enactment in Upper Secondary Victorian Curriculum. Sustainability, 12(2), 591. https://doi.org/10.3390/su12020591
Ennis, R. (2018). Critical Thinking Across the Curriculum: A Vision. Topoi, 37(1), 165–184. https://doi.org/10.1007/s11245-016-9401-4
Ennis, R. H. (2015). Critical Thinking: A Streamlined Conception. In M. Davies & R. Barnett (Eds.), The Palgrave Handbook of Critical Thinking in Higher Education (pp. 31–47). Palgrave Macmillan US. https://doi.org/10.1057/9781137378057_2
Estuhono, E., & Afriko, J. (2018). Designing learning tools by using problem-based instruction model on science integrated to character education. Proceedings of the International Conferences on Educational, Social Sciences and Technology - ICESST 2018, 491–495. https://doi.org/10.29210/2018171
Eze, E., Nwagu, E. K. N., & Onuoha, J. C. (2022). Nigerian teachers’ self‐reported climate science literacy and expressed training needs on climate change concepts: Prospects of job‐embedded situative professional development. Science Education, 106(6), 1535–1567. https://doi.org/10.1002/sce.21743
Facione, P. A. (2020). Critical Thinking: What It Is and Why It Counts. Measured Reasons LCC. https://www.insightassessment.com/wp-content/uploads/ia/pdf/whatwhy.pdf
Ferguson, J. P., & White, P. J. (2023). Science education in the Anthropocene: The aesthetics of climate change education in an epoch of uncertainty. Frontiers in Education, 8, 1281746. https://doi.org/10.3389/feduc.2023.1281746
Gall, M. D., Gall, J. P., & Borg, W. R. (2014). Applying Educational Research: How To Read, Do, and Use Research to Solve Problems of Practice (7th Edition). New York: Pearson.
Hadiapurwa, A., Ali, M., Ropo, E., & Hernawan, A. H. (2024). Teacher Effort in Strengthening Student’s Thinking Skill and Awareness upon Environment Conservation: PLS-SEM of Climate Change Education (CCE) Study. International Journal of Environmental Impacts, 7(1), 111–119. https://doi.org/10.18280/ijei.070113
Han, K.-S. (2017). Why & How We Apply PBL to Science-Gifted Education? Creative Education, 08(06), 912–924. https://doi.org/10.4236/ce.2017.86066
Herodotou, C., Muirhead, D. K., Aristeidou, M., Hole, M. J., Kelley, S., Scanlon, E., & Duffy, M. (2020). Blended and online learning: A comparative study of virtual microscopy in Higher Education. Interactive Learning Environments, 28(6), 713–728. https://doi.org/10.1080/10494820.2018.1552874
Hillary, G., Djulia, E., & Hasibuan, R. H. (2023). Analysis Critical Thinking Ability and Environmental Care Attitude of Junior High School Students on Global Warming Material. Jurnal Penelitian Pendidikan IPA, 9(5), 2383–2390. https://doi.org/10.29303/jppipa.v9i5.2603
Incesu, O., & Yas, M. A. (2024). The relationship between nursing students’ environmental literacy and awareness of Global Climate Change. Public Health Nursing, 41(1), 67–76. https://doi.org/10.1111/phn.13255
Khery, Y., Nufida, B. A., & Suryati. (2020). The influence of mobile–NOS model on students understanding on Nature of Science (NOS) and scientific literacy. Journal of Physics: Conference Series, 1521(4), 042091. https://doi.org/10.1088/1742-6596/1521/4/042091
Khery, Y., Nufida, B. A., Suryati, Rahayu, S., & Budiasih, E. (2020). The influence of mobile learning with oriented NOS to students learning performances. Journal of Physics: Conference Series, 1567(4), 042033. https://doi.org/10.1088/1742-6596/1567/4/042033
Khery, Y., Nufida, B. A., Suryati, S., Rahayu, S., & Aini, M. (2019). Pemahaman Mahasiswa tentang Hakikat Sains dalam Pembelajaran menggunakan Model Pembelajaran Mobile-NOS. Prisma Sains: Jurnal Pengkajian Ilmu Dan Pembelajaran Matematika dan IPA IKIP Mataram, 7(2), 169. https://doi.org/10.33394/j-ps.v7i2.1771
Kinoshita, H. (2022). Teaching of Critical Thinking Skills by Science Teachers in Japanese Primary Schools. Journal of Baltic Science Education, 21(5), 801–816. https://doi.org/10.33225/jbse/22.21.801
Kousar, S., Afzal, M., Ahmed, F., & Bojnec, Š. (2022). Environmental Awareness and Air Quality: The Mediating Role of Environmental Protective Behaviors. Sustainability, 14(6), 3138. https://doi.org/10.3390/su14063138
Lavonen, J. (2022). Climate Education: A Grand Challenge. Journal of Baltic Science Education, 21(2), 176–178. https://doi.org/10.33225/jbse/22.21.176
Li, H.-C., & Tsai, T.-L. (2017). The implementation of problem-based learning in a Taiwanese primary mathematics classroom: Lessons learned from the students’ side of the story. Educational Studies, 43(3), 354–369. https://doi.org/10.1080/03055698.2016.1277138
Lie, S. S., Helle, N., Sletteland, N. V., Vikman, M. D., & Bonsaksen, T. (2022). Implementation of Virtual Reality in Health Professional Higher Education: Protocol for a Scoping Review. JMIR Research Protocols, 11(7), e37222. https://doi.org/10.2196/37222
Maipas, S., Konstantinidou, A., Lazaris, A. Ch., & Kavantzas, N. (2021). Environmental Health Education: From Museum Specimens and Math Word Problems to Virtual and Augmented Reality. Environmental Health Insights, 15, 117863022110663. https://doi.org/10.1177/11786302211066355
Malik, M. N., Khan, H. H., Chofreh, A. G., Goni, F. A., Klemeš, J. J., & Alotaibi, Y. (2019). Investigating Students’ Sustainability Awareness and the Curriculum of Technology Education in Pakistan. Sustainability, 11(9), 2651. https://doi.org/10.3390/su11092651
Mayer, R. E. (2008). Applying the science of learning: Evidence-based principles for the design of multimedia instruction. American Psychologist, 63(8), 760–769. https://doi.org/10.1037/0003-066X.63.8.760
Meijers, M. H. C., Torfadóttir, R. “Heather,” Wonneberger, A., & Maslowska, E. (2023). Experiencing Climate Change Virtually: The Effects of Virtual Reality on Climate Change Related Cognitions, Emotions, and Behavior. Environmental Communication, 1–21. https://doi.org/10.1080/17524032.2023.2229043
Minan, M., Saputro, S., Budi, S., & Suranto, S. (2021). Student’s Critical Thinking Skills Through Discovery Learning Model Using E-Learning on Environmental Change Subject Matter. European Journal of Educational Research, 10(3), 1123–1135. https://doi.org/10.12973/eu-jer.10.3.1123
Monroe, M. C., Plate, R. R., Oxarart, A., Bowers, A., & Chaves, W. A. (2019). Identifying effective climate change education strategies: A systematic review of the research. Environmental Education Research, 25(6), 791–812. https://doi.org/10.1080/13504622.2017.1360842
Moussa, R., Alghazaly, A., Althagafi, N., Eshky, R., & Borzangy, S. (2022). Effectiveness of Virtual Reality and Interactive Simulators on Dental Education Outcomes: Systematic Review. European Journal of Dentistry, 16(01), 14–31. https://doi.org/10.1055/s-0041-1731837
Newsome, D., Newsome, K. B., & Miller, S. A. (2023). Teaching, Learning, and Climate Change: Anticipated Impacts and Mitigation Strategies for Educators. Behavior and Social Issues. https://doi.org/10.1007/s42822-023-00129-2
Nieveen, N. M., Van Den Akker, J. J. H., & Voogt, J. M. (2023). Curriculum design. In International Encyclopedia of Education (Fourth Edition) (pp. 198–205). Elsevier. https://doi.org/10.1016/B978-0-12-818630-5.03032-3
Oberman, R., & Sainz, G. M. (2021). Critical thinking, critical pedagogy and climate change education. In Teaching for Social Justice and Sustainable Development Across the Primary Curriculum (1st Edition, p. 260). Routledge.
Palvia, S., Aeron, P., Gupta, P., Mahapatra, D., Parida, R., Rosner, R., & Sindhi, S. (2018). Online Education: Worldwide Status, Challenges, Trends, and Implications. Journal of Global Information Technology Management, 21(4), 233–241. https://doi.org/10.1080/1097198X.2018.1542262
Powers, S. E., DeWaters, J. E., & Dhaniyala, S. (2021). Climate Literacy—Imperative Competencies for Tomorrow’s Engineers. Sustainability, 13(17), 9684. https://doi.org/10.3390/su13179684
Prayogi, S., Yuanita, L., & Wasis. (2018). Critical Inquiry Based Learning: A Model of Learning to Promote Critical Thinking Among Prospective Teachers of Physic. Journal of Turkish Science Education, 15(1), Article 1.
Pursitasari, I. D., Rubini, B., Suriansyah, M. I., Samsia, S., & Puspita, N. (2023). Climate Change Interactive Teaching Materials to Enhance Students’ Critical Thinking Skills and Science Attitude. Jurnal Penelitian Pendidikan IPA, 9(3), 1360–1367. https://doi.org/10.29303/jppipa.v9i3.3196
Ramadani, L., Khanal, S., & Boeckmann, M. (2023). Climate change and health in school-based education: A scoping review protocol. PLOS ONE, 18(3), e0282431. https://doi.org/10.1371/journal.pone.0282431
Rendas, A. B., Fonseca, M., & Pinto, P. R. (2006). Toward meaningful learning in undergraduate medical education using concept maps in a PBL pathophysiology course. Advances in Physiology Education, 30(1), 23–29. https://doi.org/10.1152/advan.00036.2005
Setyono, D., Prasetyo, K., & Turhan, M. Y. (2018). Influence of Problem Based Learning Model on Thinking Skills Critical and Student Learning Outcomes Elementary School. Proceedings of the 2nd International Conference on Education Innovation (ICEI 2018). Proceedings of the 2nd International Conference on Education Innovation (ICEI 2018), Surbaya, Indonesia. https://doi.org/10.2991/icei-18.2018.72
Sharma, A. (2012). Global Climate Change: What has Science Education Got to Do with it? Science & Education, 21(1), 33–53. https://doi.org/10.1007/s11191-011-9372-1
Shi, H., Shang, Y., & Chen, S.-S. (2000). A multi-agent system for computer science education. Proceedings of the 5th Annual SIGCSE/SIGCUE ITiCSEconference on Innovation and Technology in Computer Science Education, 1–4. https://doi.org/10.1145/343048.343051
Shwom, R., Isenhour, C., Jordan, R. C., McCright, A. M., & Robinson, J. M. (2017). Integrating the social sciences to enhance climate literacy. Frontiers in Ecology and the Environment, 15(7), 377–384. https://doi.org/10.1002/fee.1519
Smith, G. G., Besalti, M., Nation, M., Feldman, A., & Laux, K. (2019). Teaching Climate Change Science to High School Students Using Computer Games in an Intermedia Narrative. EURASIA Journal of Mathematics, Science and Technology Education, 15(6). https://doi.org/10.29333/ejmste/103570
Smith, K., Maynard, N., Berry, A., Stephenson, T., Spiteri, T., Corrigan, D., Mansfield, J., Ellerton, P., & Smith, T. (2022). Principles of Problem-Based Learning (PBL) in STEM Education: Using Expert Wisdom and Research to Frame Educational Practice. Education Sciences, 12(10), Article 10. https://doi.org/10.3390/educsci12100728
Sollied Madsen, S., Thorvaldsen, S., & Sollied, S. (2021). Are Teacher Students’ Deep Learning and Critical Thinking at Risk of Being Limited in Digital Learning Environments? In M. Jose Hernández-Serrano (Ed.), Teacher Education in the 21st Century—Emerging Skills for a Changing World. IntechOpen. https://doi.org/10.5772/intechopen.96151
Sönmez, E. (2021). Technology-Enhanced CT: A Systematic Review. Thinking Skills and Creativity, 41, 100913. https://doi.org/10.1016/j.tsc.2021.100913
Suryati, S. (2017). Development Strategy of Inquiry Based Mobile Learning on General Chemistry Classroom. Asian Education Symposium, 439–443.
Suryati, S., Hendrawani, H., & Walidatun, N. (2021). Pengaruh Modul PBL Berorientasi Green Chemistry pada Materi Hidrolisis Garam terhadap Literasi Sains Siswa. Lensa: Jurnal Kependidikan Fisika, 9(1), 86. https://doi.org/10.33394/j-lkf.v9i1.4343
Tapilouw, M. C., Firman, H., Redjeki, S., & Chandra, D. T. (2017). Science teacher’s perception about science learning experiences as a foundation for teacher training program. 060010. https://doi.org/10.1063/1.4983978
Toto, T. (2022). The Teachers’ Ability to Develop The STEM-Based Science Learning Plan. Bioed: Jurnal Pendidikan Biologi, 10(2), 85. https://doi.org/10.25157/jpb.v10i2.8875
Urhan, O., & Akpinar, E. (2024). The Views of Students Regarding the Use of Virtual Reality Applications in Elementary Science Classes. Science Insights Education Frontiers, 21(1), 3329–3348. https://doi.org/10.15354/sief.24.or550
Vaughter, P. (2016, February 25). Climate change education from critical thinking to critical action. United Nations University - Institute for the Advanced Study of Sustainability. https://www.preventionweb.net/publication/climate-change-education-critical-thinking-critical-action
Wang, X., Zhu, X., & Lin, J. (2022). Application of Virtual Reality Technology in Adolescent Mental Health Science Education. Wireless Communications and Mobile Computing, 2022, 1–11. https://doi.org/10.1155/2022/8783355
Watts, E. (2019). Teaching Climate Science to Increase Understanding & Receptivity. The American Biology Teacher, 81(5), 308–316. https://doi.org/10.1525/abt.2019.81.5.308
Widowati, C., Purwanto, A., & Akbar, Z. (2021). Problem-Based Learning Integration in Stem Education to Improve Environmental Literation. International Journal of Multicultural and Multireligious Understanding, 8(7), 374. https://doi.org/10.18415/ijmmu.v8i7.2836
Wu, W.-C. V., Manabe, K., Marek, M. W., & Shu, Y. (2023). Enhancing 21st-century competencies via virtual reality digital content creation. Journal of Research on Technology in Education, 55(3), 388–410. https://doi.org/10.1080/15391523.2021.1962455
Yang, C., Noh, T., Scharmann, L. C., & Kang, S. (2014). A Study on the Elementary School Teachers’ Awareness of Students’ Alternative Conceptions about Change of States and Dissolution. The Asia-Pacific Education Researcher, 23(3), 683–698. https://doi.org/10.1007/s40299-013-0140-7
Young, S. A., Newton, A. R., Fowler, S. R., & Park, J. (2023). Critical thinking activities in Florida undergraduate biology classes improves comprehension of climate change. Journal of Biological Education, 57(1), 184–195. https://doi.org/10.1080/00219266.2021.1877785
Yuan, Y., Zhang, Z., & Zhao, Y. (2022). Technology and Education: A Study of the Impact of Educational Video Games on Physics Teaching: 2021 International Conference on Education, Language and Art (ICELA 2021), Sanya, China. https://doi.org/10.2991/assehr.k.220131.070
Zhang, L., & A. Bowman, D. (2022). Exploring Effect of Level of Storytelling Richness on Science Learning in Interactive and Immersive Virtual Reality. ACM International Conference on Interactive Media Experiences, 19–32. https://doi.org/10.1145/3505284.3529960
Zhao, X., Pan, F., Ma, X., Raza, S. A., & Zhou, X. (2023). New challenges in mitigating climate change: Digital teaching for the sustainable development and innovation. Heliyon, 9(12), e22829. https://doi.org/10.1016/j.heliyon.2023.e22829
DOI: https://doi.org/10.33394/ijete.v2i1.14054
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