Determining design thinking elements in chemistry education: A Fuzzy Delphi method
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Abstract
Creating a high-quality learning environment where students can solve real-world problems and be receptive is essential for fostering students’ innovation competencies. Using appropriate pedagogical strategies and classroom activities is a crucial aspect of Malaysian education. This article uses the Fuzzy Delphi Method (FDM) to design chemistry classroom teaching strategies based on the design thinking paradigm. This research involves 12 experts in purposive sampling to form a diverse panel encompassing expertise in Chemistry Education, Curriculum, Module Development, Research, and Innovation. Using the Fuzzy Delphi method (FDM), the data were analyzed. Four elements for exploratory constructs, two elements for construct interpretation, four elements for ideation, two elements for execution, and three elements for construct evolution met the FDM requirements, according to the findings. Its threshold value is less than 0.2, the expert consensus is less than 75%, and the average score of the fuzzy number is over 0.5. Encouraging design thinking in chemistry classes and thereby enhancing students’ innovation skills, this research unquestionably induces a paradigm shift in teaching practice.
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References
Abidin, M. D. S. Z. Panduan Asas Pemikiran Reka Bentuk Produk (UiTM Press). UiTM Press. 2020.
Adam, N. A.; Halim, L. Cabaran Pengintegrasian Pendidikan STEM Dalam Kurikulum Malaysia. In: Seminar Wacana Pendidikan (SWAPEN 2.0). 2019.
Adler, M.; Ziglio, E. Gazing into the Oracle: The Delphi Method and Its Application to Social Policy and Public Health. Jessica Kingsley Publishers. 1996.
Anastas, P. T.; Zimmerman, J. B. The United Nations Sustainability Goals: How Can Sustainable Chemistry Contribute? Current Opinion in Green and Sustainable Chemistry. 2018, 13, 150–153. https://doi.org/10.1016/j.cogsc.2018.04.017
Androutsos, A.; Brinia, V. Developing and Piloting a Pedagogy for Teaching Innovation, Collaboration, and Co-Creation in Secondary Education Based on Design Thinking, Digital Transformation, and Entrepreneurship. Education Sciences. 2019, 9 (2), 113. https://doi.org/10.3390/educsci9020113
Auernhammer, J.; Roth, B. The origin and evolution of Stanford University’s design thinking: From product design to design thinking in innovation management. Journal of Product Innovation Management. 2021, 38 (6), 623–644.
Bascopé, M.; Perasso, P.; Reiss, K. Systematic Review of Education for Sustainable Development at an Early Stage: Cornerstones and Pedagogical Approaches for Teacher Professional Development. Sustainability. 2019, 11 (3), 719. https://doi.org/10.3390/su11030719
Berliner, D. C. Describing the behavior and documenting the accomplishments of expert teachers. Bulletin of Science, Technology & Society. 2004, 24 (3), 200–212. https://doi.org/10.1177/0270467604265535
Bodjanova, S. Median alpha-levels of a fuzzy number. Fuzzy sets and Systems. 2006, 157 (7), 879–891. https://doi.org/10.1016/j.fss.2005.10.015
BPK Dokumen Standard Kurikulum dan Pentaksiran (DSKP) Kimia Tingkatan 4 dan 5. Kementerian Pendidikan Malaysia. 2018, 71. http://www.moe.gov.my/bpk (accessed 2025-01-31).
Broman, K.; Bernholt, S.; Parchmann, I. Using model-based scaffolds to support students solving context-based chemistry problems. International Journal of Science Education. 2018, 40 (10), 1176–1197. https://doi.org/10.1080/09500693.2018.1470350
Buhl, A.; Schmidt-Keilich, M.; Muster, V.; Blazejewski, S.; Schrader, U.; Harrach, C.; Schäfer, M.; Süßbauer, E. Design thinking for sustainability: Why and how design thinking can foster sustainability-oriented innovation development. Journal of Cleaner Production, 2019, 231, 1248–1257. https://doi.org/10.1016/j.jclepro.2019.05.259
Bui, T. D.; Tsai, F. M.; Tseng, M. L.; Helmi Ali, M. D. Identifying Sustainable Solid Waste Management Barriers in Practice Using the Fuzzy Delphi Method. Resources, Conservation and Recycling. 2020, 154, 104625. https://doi.org/10.1016/j.resconrec.2019.104625
Chen, C. T. Extensions of the TOPSIS for group decision-making under fuzzy environment. Fuzzy sets and systems, 2000, 114 (1), 1–9. https://doi.org/10.1016/S0165-0114(97)00377-1
Cheng, C.-H.; Lin, Y. Evaluating the Best Main Battle Tank Using Fuzzy Decision Theory with Linguistic Criteria Evaluation. European J. Operational Research. 2002, 142, 174–186. https://doi.org/10.1016/S0377-2217(01)00280-6
Chu, H. C.; Hwang, G. J. A Delphi-based approach to developing expert systems with the cooperation of multiple experts. Expert systems with applications. 2008, 34 (4), 2826–2840. https://doi.org/10.1016/j.eswa.2007.05.034
Cone, C.; Unni, E. Achieving Consensus Using a Modified Delphi Technique Embedded in Lewin’s Change Management Model Designed to Improve Faculty Satisfaction in a Pharmacy School. Research in Social and Administrative Pharmacy. 2020, 16 (12), 1711–1717. https://doi.org/10.1016/j.sapharm.2020.02.007
Droescher, M. Chemistry: The Driving Force for Emerging Technologies. Chemistry International. 2018, 14–17. https://doi.org/10.1515/ci-2018-0405
Durall, E.; Carter, C.; Burns, K. Transdisciplinary Education and Innovation through STEAM. In: Proceedings of the Mini-Conference on Transdisciplinary Research and Design. 2022, 26–33. https://oulurepo.oulu.fi/bitstream/handle/10024/34183/nbnfi-fe2022092860365.pdf?sequence=1&isAllowed=y (accessed 2025-01-31).
Ellah, B. O.; Achor, E. E.; Enemarie, V. Problem-solving skills as correlates of attention span and working memory of low ability level students in senior secondary schools. Journal of Education and e-Learning Research. 2019, 6 (3), 135–141. https://doi.org/10.20448/journal.509.2019.63.135.141
Falloon, G. From Digital Literacy to Digital Competence: The Teacher Digital Competency (TDC) Framework. Educational Technology Research and Development. 2020, 68 (5), 2449–2472. https://doi.org/10.1007/s11423-020-09767-4.
Franco, I.; Saito, O.; Vaughter, P.; Whereat, J.; Kaine, N.; Takemoto, K. Higher Education for Sustainable Development: Actioning the Global Goals in Policy, Curriculum and Practice. Sustainability Science. 2019, 14 (6), 1621–1642. https://doi.org/10.1007/s11625-018-0628-4
Garcia‐Martinez, J. Chemistry 2030: A Roadmap for a New Decade. Angewandte Chemie. 2021, 133 (10), 5008–5012. https://doi.org/10.1002/ange.202014779
García-Pérez, L.; García-Garnica, M.; Olmedo-Moreno, E. M. Skills for a Working Future: How to Bring about Professional Success from the Educational Setting. Education Sciences. 2021, 11 (1), 27. https://doi.org/10.3390/educsci11010027
Garcia-Vaquero, M. Design Thinking Online: Approaching Constructive Learning In Food Science. In: 18th International Conference on Cognition and Exploratory Learning in Digital Age. 2021, 339–344. https://www.scopus.com/inward/record.uri?eid=2-s2.0-85124069878&partnerID=40&md5=89c87c5d1d0c70fb5d10cbefc146c774 (accessed 2025-01-31).
Garriga, M.; Pacchiarotti, I.; Hidalgo, D.; Bernardo, M.; Vieta, E. Detection and management of agitation in psychiatry: A Delphi expert consensus study. European Psychiatry. 2016, 33 (S1), S170–S170. https://doi.org/10.1016/j.eurpsy.2016.01.350
Gomollón-Bel, F. Ten Chemical Innovations That Will Change Our World. Chemistry International. 2020, 42 (4), 3–9. https://doi.org/10.1515/ci-2020-0402
Halim, L.; Ramli, M.; Mohamad Nasri, N. The cultural dimensions of inquiry-based practices: towards a comprehensive understanding. Asia Pacific Journal of Education. 2022, 43 (4), 1328–1342. https://doi.org/10.1080/02188791.2022.2106941
Hero, L. M.; Eila Lindfors, E.; Taatila, V. Individual Innovation Competence: A Systematic Review and Future Research Agenda. International Journal of Higher Education. 2017, 6 (5), 103–121.
Hero, L. M.; Pitkäjärvi, M.; Matinheikki-Kokko, K. Validating an individual innovation competence assessment tool for university–industry collaboration. Industry and Higher Education. 2021, 35 (4), 485–496. https://doi.org/10.1177/09504222211017447
Herodotou, C.; Sharples, M.; Gaved, M.; Kukulska-Hulme, A.; Rienties, B.; Scanlon, E.; Whitelock, D. Innovative Pedagogies of the Future: An Evidence-Based Selection. Frontiers in Education. 2019, 4, 1–14. https://doi.org/10.3389/feduc.2019.00113
Hsiao, H.-S.; Yu, K. C.; Chang, Y. S.; Chien, Y. H.; Lin, K. Y.; Lin, C. Y.; Chen, J. C.; Chen, J. H.; Lin, Y. W. The Study on Integrating the Design Thinking Model and STEM Activity Unit for Senior High School Living Technology Course. In: 2017 7th World Engineering Education Forum (WEEF). 2017, 383–390. https://doi.org/10.1109/WEEF.2017.8467111
Hu, M.-L. I.-C. M.; Horng, J. S.; Teng, C. C. Developing a Model for an Innovative Culinary Competency Curriculum and Examining Its Effects on Students’ Performance. Journal of Creative Behavior. 2016, 50 (3), 193–202. https://doi.org/10.1002/jocb.139
IDEO. Design Thinking for Educators Toolkit. IDEO, 2012.
Jamil, M. R. M.; Siraj, S.; Yusof, F.; Noh, N. M.; Hussin, Z.; Sapar, A. A. Aplikasi Teknik Fuzzy Delphi Terhadap Keperluan Elemen Keusahawanan Bagi Pensyarah Kejuruteraan Politeknik Malaysia. Int. J. Bus. Technopreneursh. 2015, 5 (1), 135–150.
Jamil, M. R. M.; Noh, N. M. Kepelbagaian metodologi dalam penyelidikan reka bentuk dan pembangunan. Qaisar Prestige Resources, 2020.
Jan, M.; Yang, W. L.; Thomas, M. Exploring teachers’ pedagogical design thinking in game-based learning. In: Proceedings of the 25th International Conference on Computers in Education. 2017, 832–834. https://researchoutput.ncku.edu.tw/en/publications/exploring-teachers-pedagogical-design-thinking-in-game-based-lear (accessed 2025-01-31).
Kalkbrenner, M.; Horton-Parker, R. Applying John Dewey’s Theory of Education to Infuse Experiential Learning in an Introduction to Human Services Course. Journal of Human Services. 2016, 36 (1), 65–68.
Kanapathy, S.; Lee, K. E.; Sivapalan, S.; Mokhtar, M.; Syed Zakaria, S. Z.; Mohd Zahidi, A. Sustainable development concept in the chemistry curriculum: An exploration of foundation students’ perspective. International Journal of Sustainability in Higher Education. 2019, 20 (1), 2–22. https://doi.org/10.1108/IJSHE-04-2018-0069
Keinänen, M.; Ursin, J.; Nissinen, K. How to Measure Students’ Innovation Competences in Higher Education: Evaluation of an Assessment Tool in Authentic Learning Environments. Studies in Educational Evaluation. 2018, 58, 30–36. https://doi.org/10.1016/j.stueduc.2018.05.007
Keinänen, M. M.; Kairisto-Mertanen, L. Researching Learning Environments and Students’ Innovation Competences. Education and Training. 2019, 61 (1), 17–30. https://doi.org/10.1108/ET-03-2018-0064
Koh, J. H. L.; Chai, C. S.; Wong, B.; Hong, H.-Y. Design Thinking for Education: Conceptions and Applications in Teaching and Learnin. Springer, 2015. https://doi.org/10.1007/978-981-287-444-3
Lim, Y. R.; Ariffin, A. S.; Ali, M.; Chang, K. L. A Hybrid Mcdm Model for Live-Streamer Selection via the Fuzzy Delphi Method, Ahp, and Topsis. Applied Sciences. 2021, 11 (19), 9322. https://doi.org/10.3390/app11199322
Lo, J.-S.; Lo, C.-H.; Huang, S.-C.; Wang, W.-C. Application of User Experience and Design Thinking to the Construction of a Class Assistance System for Hearing-and Speech-Impaired People. Sustainability. 2019, 11 (24) 7191. https://doi.org/10.3390/su11247191
Lynch, M.; Kamovich, U.; Longva, K. K.; Steinert, M. Combining Technology and Entrepreneurial Education through Design Thinking: Students’ Reflections on the Learning Process. Technological Forecasting and Social Change. 2021, 164, 119689. https://doi.org/10.1016/j.techfore.2019.06.015
Maneeratana, K.; Chancharoen, R.; Thongnuek, P.; Sukmuen, P.; Inkaew, C.; Suwannatthachote, P. A reflection on teaching design thinking to first-year engineering students. In: 2019 IEEE International Conference on Engineering, Technology and Education (TALE). 2019, 1–8. https://doi.org/10.1109/TALE48000.2019.9225890
Murry Junior, J. W.; Hammons, J. O. Delphi: A versatile methodology for conducting qualitative research. The review of Higher Education. 1995, 18 (4), 423–436. https://doi.org/10.1353/rhe.1995.0008
Noh, N. M.; Halili, S. H.; Siraj, S. ‘Analisis faktor kekangan pembelajaran berasaskan reka bentuk dalam kalangan guru berdasarkan Fuzzy Delphi Method’, Jurnal Kurikulum & Pengajaran Asia Pasifik. 2020, 8 (1), pp. 33–42.
Noh, S. C.; Karim, A. M. A. Design Thinking Mindset to Enhance Education 4.0 Competitiveness in Malaysia. International Journal of Evaluation and Research in Education. 2021, 10 (2), 494–501. https://doi.org/10.11591/ijere.v10i2.20988
Ojeda, M. D.; Queiruga-Dios, M. A.; Velasco-Pérez, N.; López-Iñesta, E.; Vázquez-Dorrío, J. B. Inquiry through Industrial Chemistry in Compulsory Secondary Education for the Achievement of the Development of the 21st Century Skills. Education Sciences. 2021, 11, 475. https://doi.org/10.3390/educsci11090475
Organização para a Cooperação e Desenvolvimento Econômico (OCDE). The Future of Education and Skills: Education 2030. OECD, 2018. https://www.oecd.org/content/dam/oecd/en/publications/reports/2018/06/the-future-of-education-and-skills_5424dd26/54ac7020-en.pdf (accessed 2025-01-31).
Ovbiagbonhia, A. R.; Kollöffel, B.; Brok, P. D. Teaching for Innovation Competence in Higher Education Built Environment Engineering Classrooms: Teachers’ Beliefs and Perceptions of the Learning Environment. European Journal of Engineering Education. 2020, 45 (6), 917–936. https://doi.org/10.1080/03043797.2020.1784097
Ovbiagbonhia, A. R.; Kollöffel, B.; Brok, P. D. Investigating the impact of innovation competence instruction in higher engineering education. European Journal of Engineering Education. 2023, 48 (6), 1068–1101. https://doi.org/10.1080/03043797.2023.2219216
Pande, M.; Bharathi, S. V. Theoretical Foundations of Design Thinking – A Constructivism Learning Approach to Design Thinking. Think. Ski. Creat. 2020, 36, 100637. https://doi.org/10.1016/j.tsc.2020.100637
Pruneau, D; Freiman, V.; Léger, M. T.; Dionne, L.; Richard, V.; Laroche, A-M. Design Thinking and Collaborative Digital Platforms: Innovative Tools for Co-creating Sustainability Solutions. In: Leal Filho, W.; Krasnov, E. V.; Gaeva, D. V. (Eds.). Innovations and Traditions for Sustainable Development: World Sustainability Series. Springer, 2021, 207–226. https://doi.org/10.1007/978-3-030-78825-4_13
Raber, M; Fraley, M.; Kemppainen, A. Incorporating Design Thinking into the First-Year Engineering Curriculum. In: ASEE Annual Conference and Exposition, Conference Proceedings. 2018, 2018, 138114. https://www.scopus.com/inward/record.uri?eid=2-s2.0-85051203739&partnerID=40&md5=c5eba99ca32f932084f75c3ce7fb212d (accessed 2025-01-31).
Roldan Lopez de Hierro, A. F.; Sánchez, M.; Puente-Fernández, D.; Montoya-Juárez, R.; Roldán, C. A fuzzy delphi consensus methodology based on a fuzzy ranking. Mathematics. 2021, 9 (18), 2323. https://doi.org/10.3390/math9182323
Scott, J. A.; Bouzos, E.; Hendricks, M. P.; Asuri, P. Cultivating Student Adoption of Design Thinking and Entrepreneurial Skills by Addressing Complex Challenges in Healthcare Through Industry Partnerships. In: ASEE Annual Conference and Exposition. 2021, 176961. https://www.scopus.com/inward/record.uri?eid=2-s2.0-85124527217&partnerID=40&md5=b66c32275b2b88b868072fcaa88c29bf (accessed 2025-01-31).
Sekaran, U.; Bougi, R. Research Methods for Business: A Skill Building Approach. John Wiley & Sons, 2016.
Siraj, S.; Lim, M. R. T.; Rozkee, R. Pendekatan Penyelidikan Reka Bentuk Dan Pembangunan: Aplikasi Kepada Penyelidikan Pendidikan; Penerbit Universiti Pendidikan Sultan Idris, 2021.
Tang, C.-W.; Wu, C.-T. Obtaining a Picture of Undergraduate Education Quality: A Voice from inside the University. Higher Education. 2010, 60 (3), 269–286. https://doi.org/10.1007/s10734-009-9299-5
Zhu, M.; Evaluating the Renewal Degree for Expressway Regeneration Projects Based on a Model Integrating the Fuzzy Delphi Method, the Fuzzy AHP Method, and the TOPSIS Method. Sustainability. 2023, 15 (4), 3769. https://doi.org/10.3390/su15043769
Zupan, B.; Nabergoj, A. S.; Cankar, F. Design Thinking as a Methodology for Teaching Entrepreneurial Mindset in Primary Education. In: 13th European Conference on Innovation and Entrepreneurship, Proceedings of the European Conference on Innovation and Entrepreneurship, ECIE. 2018, 2018, 893–899. https://www.scopus.com/inward/record.uri?eid=2-s2.0-85055438651&partnerID=40&md5=68285fb50f9fc67e00854b052df6c8be (accessed 2025-01-31).