Teaching Factory through a Digital Ethnoscience-Based Pottery Firing Project: Effects on Electronics Engineering Students’ Design Thinking
DOI:
https://doi.org/10.33394/ijete.v3i2.22480Keywords:
Teaching factory, Digital ethnoscience, Design thinking, Pottery firing, Vocational educationAbstract
This study investigated the effects of Teaching Factory implemented through a digital ethnoscience-based pottery-firing project on Electronics Engineering students’ design thinking and explored the processes underlying the observed changes. An explanatory sequential mixed-methods design, preceded by preliminary ethnoscience exploration, was employed with 39 Grade XI students assigned to experimental (n = 19) and control (n = 20) intact classes. Design thinking was assessed using a 30-item instrument covering six dimensions, while classroom observations, digital firing records, prototype-testing data, design-iteration logs, and interviews with students, a teacher, and pottery artisans provided explanatory evidence. The experimental group showed greater improvement than the control group in posttest, gain, and N-gain scores, with mean N-gain values of .666 and .399, respectively. After controlling for baseline differences, ANCOVA confirmed a significant group effect, F(1, 36) = 186.696, p < .001, partial η² = .838. Improvement occurred across all six design-thinking dimensions, with mindfulness of process and impacts on others showing the highest experimental N-gain (.721). Qualitative and process evidence indicated that authentic user needs, digital evidence, troubleshooting, collaborative specialization, iterative prototyping, and artisan feedback supported design-thinking development. The findings suggest that culturally grounded, digitally supported Teaching Factory experiences can strengthen design thinking while positioning digital measurements as complementary to, rather than replacements for, artisan experiential knowledge within authentic vocational engineering learning contexts and production practices.
References
Akmar, R., Sudarmin, S., Hafizan, E., & Sari, D. S. (2026). Ethnoscience in the digital age: A systematic review of pedagogical strategies for scientific and digital literacy development. Jurnal Pendidikan MIPA, 27(1), 194–218. https://doi.org/10.23960/jpmipa.v27i1.pp194-218
Ardi, R. F. P., Bilad, M. R., Mustofa, H. A., & Maulachela, A. B. (2024). Analysis of students’ design thinking in creating 3D creative works utilizing mobile technology within the framework of local wisdom. International Journal of Ethnoscience and Technology in Education, 1(1), 15–27. https://doi.org/10.33394/ijete.v1i1.10879
Babalola, E. O., & Keku, E. (2024). Ethno-STEM integrated project-based learning to improve students’ creative thinking skills. International Journal of Ethnoscience and Technology in Education, 1(2), 116–130. https://doi.org/10.33394/ijete.v1i2.11308
Bathla, A., Chawla, G., & Gupta, A. (2025). Design thinking in education: Reviewing the past for setting future research. Journal of the Knowledge Economy, 16(6), 17600–17638. https://doi.org/10.1007/s13132-024-02387-w
Braun, V., & Clarke, V. (2006). Using thematic analysis in psychology. Qualitative Research in Psychology, 3(2), 77–101. https://doi.org/10.1191/1478088706qp063oa
Creswell, J. W., & Creswell, J. D. (2018). Research design: Qualitative, quantitative, and mixed methods approaches (5th ed.). SAGE Publications.
Deng, Y., Lucas, C., & Liu, W. (2026). A systematic review of design thinking implementations in higher engineering education. European Journal of Engineering Education. Advance online publication. https://doi.org/10.1080/03043797.2026.2640060
Faisatullah, M., Prayogi, S., & Bilad, M. R. (2026). Effectiveness of the Teaching Factory model in vocational education to improve design thinking among students in the Electronics Engineering Expertise Program. Prisma Sains: Jurnal Pengkajian Ilmu dan Pembelajaran Matematika dan IPA IKIP Mataram, 14(3), 1082–1109. https://doi.org/10.33394/j-ps.v14i3.21000
Fetters, M. D., Curry, L. A., & Creswell, J. W. (2013). Achieving integration in mixed methods designs: Principles and practices. Health Services Research, 48(6 Pt 2), 2134–2156. https://doi.org/10.1111/1475-6773.12117
Gliozzo, E. (2020). Ceramic technology: How to reconstruct the firing process. Archaeological and Anthropological Sciences, 12, 260. https://doi.org/10.1007/s12520-020-01133-y
Hake, R. R. (1998). Interactive-engagement versus traditional methods: A six-thousand-student survey of mechanics test data for introductory physics courses. American Journal of Physics, 66(1), 64–74. https://doi.org/10.1119/1.18809
Haleem, A., Javaid, M., Qadri, M. A., & Suman, R. (2022). Understanding the role of digital technologies in education: A review. Sustainable Operations and Computers, 3, 275–285. https://doi.org/10.1016/j.susoc.2022.05.004
Hariharasakthisudhan, P., Logesh, K., Sathickbasha, K., & Kannan, S. (2025). Enhancing project-based learning in engineering education: A hybrid DT-CDIO-RA framework for sustainable product design. Discover Education, 4, 138. https://doi.org/10.1007/s44217-025-00579-3
Hulyadi, Suryati, Azmi, I., Prayogi, S., & Verawati, N. N. S. P. (2025). Project-based teaching factory in the chemical cleaning industry to enhance students’ soft skills and entrepreneurial intention. Social Sciences & Humanities Open, 12, 102221. https://doi.org/10.1016/j.ssaho.2025.102221
Kwangmuang, P., Kosum, S., Sarakan, P., & Nguyen, L. T. (2026). Innovative learning approaches to develop students’ design thinking skills through digital technology and local wisdom in border patrol police schools. Thinking Skills and Creativity, 60, 102047. https://doi.org/10.1016/j.tsc.2025.102047
Ladachart, L., Cholsin, J., Kwanpet, S., Teerapanpong, R., Dessi, A., Phuangsuwan, L., & Phothong, W. (2022). Ninth-grade students’ perceptions on the design-thinking mindset in the context of reverse engineering. International Journal of Technology and Design Education, 32(5), 2445–2465. https://doi.org/10.1007/s10798-021-09701-6
Lakens, D. (2013). Calculating and reporting effect sizes to facilitate cumulative science: A practical primer for t-tests and ANOVAs. Frontiers in Psychology, 4, 863. https://doi.org/10.3389/fpsyg.2013.00863
Lin, Q., Liu, Z., & Sun, Y. (2024). To improve the students’ learning motivation of vocational colleges through design thinking. In Design studies and intelligence engineering (Frontiers in Artificial Intelligence and Applications, Vol. 383, pp. 809–819). IOS Press. https://doi.org/10.3233/FAIA231496
Liu, S. X., & Leong, B. D. (2022). Integrative design thinking: A multidisciplinary approach to design-driven entrepreneurship education. In G. Bruyns & H. Wei (Eds.), [ ] With design: Reinventing design modes (pp. 2314–2329). Springer. https://doi.org/10.1007/978-981-19-4472-7_150
Livingstone Smith, A. (2001). Bonfire II: The return of pottery firing temperatures. Journal of Archaeological Science, 28(9), 991–1003. https://doi.org/10.1006/jasc.2001.0713
Maksum, H., Purwanto, W., Triono, S., Siman, & Hasan, H. (2024). Industrial implementation of Teaching Factory: Developing a combine brake system simulator to enhance students’ creative thinking, skills, and perceptions. PaperASIA, 40(6b), 400–414. https://doi.org/10.59953/paperasia.v40i6b.216
Maksum, H., Purwanto, W., Siman, Triono, S., & Hasan, H. (2025). Enhancing student achievement through a digital learning module: The TEFA-T model in a Teaching Factory of automotive vocational education. International Journal of Interactive Mobile Technologies (iJIM), 19(6), 115–127. https://doi.org/10.3991/ijim.v19i06.53799
Mayer, S., & Schwemmle, M. (2025). The impact of design thinking and its underlying theoretical mechanisms: A review of the literature. Creativity and Innovation Management, 34(1), 78–110. https://doi.org/10.1111/caim.12626
Nirmala, S. A., Rokhmat, J., Ramdani, A., & Sukarso, A. A. (2025). The implementation of project based learning integrated Ethno-STEM in Indonesia. Jurnal Penelitian dan Pengkajian Ilmu Pendidikan: e-Saintika, 9(2), 316–332. https://doi.org/10.36312/e-saintika.v9i2.2856
Prayogi, S., Ahzan, S., Indriaturrahmi, & Rokhmat, J. (2022). Opportunities to stimulate the critical thinking performance of preservice science teachers through the Ethno-Inquiry Model in an e-learning platform. International Journal of Learning, Teaching and Educational Research, 21(9), 134–153. https://doi.org/10.26803/ijlter.21.9.8
Putri, D. W. H., Noerhodijah, S. R., Rohimah, R. B., & Alamsyah, T. P. (2026). Development of science modules based on a culturally responsive teaching approach on Banten’s typical pottery crafts to scientific literacy. Indonesian Science Education Research, 7(2), 21–36. https://doi.org/10.24114/iser.v7i2.70370
Rasmussen, K. L., De La Fuente, G. A., Bond, A., Mathiesen, K. K., & Vera, S. D. (2012). Pottery firing temperatures: A new method for determining the firing temperature of ceramics and burnt clay. Journal of Archaeological Science, 39(6), 1705–1716. https://doi.org/10.1016/j.jas.2012.01.008
Reining, N., & Kauffeld, S. (2022). Empirical findings on learning success and competence development at learning factories: A scoping review. Education Sciences, 12(11), 769. https://doi.org/10.3390/educsci12110769
Rifa’i, M., Taufik, L. M., & Novianawati, N. (2025). The ethnoscience-based project based learning model on learning outcomes and scientific literacy. ETDC: Indonesian Journal of Research and Educational Review, 4(4), 1533–1546. https://doi.org/10.51574/ijrer.v4i4.3843
Rifai, D. S., Ardiansyah, A., Yahya, A. I. B., & Fitriyani, R. (2026). The implementation of Teaching Factory in vocational education: A systematic review. Jurnal VARIDIKA, 38(1), 48–64. https://doi.org/10.23917/varidika.v38i1.13289
Sumarni, W., Sudarmin, S., Sumarti, S. S., & Kadarwati, S. (2022). Indigenous knowledge of Indonesian traditional medicines in science teaching and learning using a science–technology–engineering–mathematics (STEM) approach. Cultural Studies of Science Education, 17(2), 467–510. https://doi.org/10.1007/s11422-021-10067-3
Syahril, Wulansari, R. E., Nabawi, R. A., Safitri, D., Kassymova, G. K., Abishev, A. R., Kiong, T. T., & Heong, Y. M. (2024). Student’s regional potential-based project: TEFA for schools in low industrial areas. International Journal on Advanced Science, Engineering and Information Technology, 14(5), 1688–1694. https://doi.org/10.18517/ijaseit.14.5.11673
Verawati, N. N. S. P., & Wahyudi, W. (2024). Raising the issue of local wisdom in science learning and its impact on increasing students’ scientific literacy. International Journal of Ethnoscience and Technology in Education, 1(1), 42–54. https://doi.org/10.33394/ijete.v1i1.10881
Wahjusaputri, S., & Bunyamin, B. (2022). Development of teaching factory competency-based for vocational secondary education in Central Java, Indonesia. International Journal of Evaluation and Research in Education, 11(1), 353–360. https://doi.org/10.11591/ijere.v11i1.21709
Wahjusaputri, S., Nastiti, T. I., Bunyamin, B., & Sukmawati, W. (2024). Development of artificial intelligence-based teaching factory in vocational high schools in Central Java Province. Journal of Education and Learning (EduLearn), 18(4), 1234–1245. https://doi.org/10.11591/edulearn.v18i4.21422
Wahyu, Y., Edu, A. L., & Taklal, R. S. M. (2025). Integrating local culture and ethnoscience in Manggarai-based STEM education to enhance science literacy and scientific attitudes in the 21st century. Jurnal Ilmu Pendidikan, 31(1), 87–94. https://doi.org/10.17977/um048v31i12025p87-94
Wahyudi, W., Verawati, N. N. S. P., Islahudin, I., & Agustina, S. (2023). Hybrid Ethno-Project Based Learning integrated with virtual assistive technology to enhance students’ critical thinking in fundamental physics course. TEM Journal, 12(4), 2006–2012. https://doi.org/10.18421/TEM124-11
Wahyudi, W., Harjono, A., & Pangga, D. (2025). Implementing a hybrid ethnoscience project-based learning (E-PjBL) model integrated with virtual assistive technology to enhance critical thinking performance of science teacher candidates. International Journal of Ethnoscience and Technology in Education, 2(1), 90–107. https://doi.org/10.33394/ijete.v2i1.14106
Yusof, N., Yaqin, L. N., Pg Aliudin, P. M. R., & Mahali, S. N. (2024). The integration of ethnoscience and technology: A review. International Journal of Ethnoscience and Technology in Education, 1(2), 131–154. https://doi.org/10.33394/ijete.v1i2.11334
Yu, Q., Yu, K., & Lin, R. (2024). A meta-analysis of the effects of design thinking on student learning. Humanities and Social Sciences Communications, 11, 742. https://doi.org/10.1057/s41599-024-03237-5
Zhao, X., Liu, J. Y., & Guo, X. M. (2025). Multidimensional characteristics of design thinking and project-based learning (DT-PBL) in higher education: A grounded theory study. European Journal of Engineering Education, 50(6), 1285–1304. https://doi.org/10.1080/03043797.2025.2584060
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