Determining design thinking elements in chemistry education: A Fuzzy Delphi method

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Norliyana binti Md. Aris
Nor Hasniza binti Ibrahim
Noor Dayana binti Halim
Nurul Hanani binti Rusli
Muhammad Nidzam bin Yaakob

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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How to Cite
binti Md. Aris, N., binti Ibrahim, N. H. ., binti Halim, N. D., binti Rusli, N. H., & bin Yaakob, M. N. . (2025). Determining design thinking elements in chemistry education: A Fuzzy Delphi method. Eclética Química, 50, e–1566. https://doi.org/10.26850/1678-4618.eq.v50.2025.e1566
Section
Articles in Education in Chemistry and Chemistry-Correlated Areas

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).