Evidence-Based Reasoning: Evaluating Daily Experiences in the Engineering Design Classroom for Middle School Students

P. D. A. Putra, F. Yusmar, I. J. Kasah, R. D. Handayani, H. M. M. Fadzil

Abstract

Effective argumentation in science classrooms relies on the ability of students to evaluate evidence. However, there is a gap in research concerning students’ capacity to validate evidence, particularly in the context of engineering design. Evidence validation skill is crucial for fostering reasoning and strengthening argumentation. This study aimed to explore students’ ability to investigate evidence in engineering design classrooms, drawing from their daily life experiences. This study was framed by a qualitative approach, with a case study design involving students in a coffee farming community. The students were assigned an engineering project related to coffee preparation, based on a problem statement devised by their teachers using the Engineering Design Process. Data was collected through observation of the students’ activities in the engineering classroom. Small-group discussions were held, and the data was recorded, transcribed, and analyzed using semantic gravity (SG). Our results reveal that students hailing from farming backgrounds were able to devise solutions based on their firsthand experiences in processing coffee with their families. The environment in which the students were raised plays a pivotal role in their learning. These findings underscore the importance of contextual learning in educational design. Educators should consider students’ backgrounds and experiences when planning instructional strategies.

Keywords

coffee farming; evidence-based reason; EDP; students’ experience

Full Text:

PDF

References

Akbayrak, K., & Namdar, B. (2019). An argumentation activity for third-grade students: objects in the plates. Science Activities, 56(1), 1–10.

Avsec, S., & Sajdera, J. (2019). Factors influencing pre-service preschool teachers’ engineering thinking: model development and test. International Journal of Technology and Design Education, 29(5), 1105–1132.

Baytelman, A., Iordanou, K., & Constantinou, C. P. (2020). Epistemic beliefs and prior knowledge as predictors of the construction of different types of arguments on socioscientific issues. Journal of Research in Science Teaching, 57(8), 1199–1227.

Baze, C., González-Howard, M., Sampson, V., Fenech, M., Crawford, R., Hutner, T., Chu, L., & Hamilton, X. (2023). Understanding student use of epistemic criteria in engineering design contexts. Science Education, 107(4), 1033–1067.

Boettcher, K., Terkowsky, C., Schade, M., Brandner, D., Grünendahl, S., & Pasaliu, B. (2023). Developing a real-world scenario to foster learning and working 4.0 – on using a digital twin of a jet pump experiment in process engineering laboratory education. European Journal of Engineering Education, 48(5), 949–971.

Carberry, A. R., & Baker, D. R. (2018). The Impact of Culture on Engineering and Engineering Education (pp. 217–239).

Creswell, J. W. (2012). Educational research: Planning, conducting, and evaluating quantitative and qualitative research. In Educational Research (Vol. 4).

Dasgupta, C., Magana, A. J., & Kirkham, L. (2021). Investigating teachers’ enactment of engineering design practices in a CAD simulation-enhanced learning environment. Computer Applications in Engineering Education, 29(6), 1465–1479.

Dinç, E., Wherley, M. S., & Sankey, H. (2023). Student Perception of Journaling as an Assessment for an Engagement Experience. Journal of Experiential Education.

Drymiotou, I., Constantinou, C. P., & Avraamidou, L. (2021). Enhancing students’ interest in science and understandings of STEM careers: the role of career-based scenarios. International Journal of Science Education, 43(5), 717–736.

Erduran, S., Ozdem, Y., & Park, J. Y. (2015). Research trends on argumentation in science education: a journal content analysis from 1998–2014. International Journal of STEM Education, 2(1).

Farrell, J., McConnell, K., & Brulle, R. (2019). Evidence-based strategies to combat scientific misinformation. In Nature Climate Change (Vol. 9, Issue 3, pp. 191–195). Nature Publishing Group.

Gale, J., Koval, J., Ryan, M., Usselman, M., & Wind, S. (2018). Implementing NGSS engineering disciplinary core ideas in middle school science classrooms: Results from the field. Journal of Pre-College Engineering Education Research, 9(1).

Gilde, J. t, & Volman, M. (2021). Finding and using students’ funds of knowledge and identity in superdiverse primary schools: a collaborative action research project. Cambridge Journal of Education, 51(6), 673–692.

Groth, C., Pevere, M., Niinimäki, K., & Kääriäinen, P. (2020). Conditions for experiential knowledge exchange in collaborative research across the sciences and creative practice. CoDesign, 16(4), 328–344.

Guilfoyle, L., Erduran, S., & Park, W. (2021). An investigation into secondary teachers’ views of argumentation in science and religious education. Journal of Beliefs and Values, 42(2), 190–204.

Hasdiansyah, A., Sugito, & Suryono, Y. (2021). Empowerment of farmers: The role of actor and the persistence of coffee farmers in rural pattongko, indonesia. Qualitative Report, 26(12), 3805–3822.

Hecht, M. (2021). Creating cultural refugia to transform the boundaries of science. Cultural Studies of Science Education, 16(2), 549–556.

Holincheck, N., Galanti, T. M., & Trefil, J. (2022). Assessing the Development of Digital Scientific Literacy With a Computational Evidence-Based Reasoning Tool. Journal of Educational Computing Research, 60(7), 1796–1817.

Hornstra, L., Stroet, K., Rubie-Davies, C., & Flint, A. (2023). Teacher Expectations and Self-Determination Theory: Considering Convergence and Divergence of Theories. In Educational Psychology Review (Vol. 35, Issue 3). Springer.

Isabelle, A. D., Russo, L., & Velazquez-Rojas, A. (2021). Using the engineering design process (EDP) to guide block play in the kindergarten classroom: exploring effects on learning outcomes. International Journal of Play, 10(1), 43–62.

Johnson, C. C. (2013). Conceptualizing integrated STEM education. School Science and Mathematics, 113(8), 367–368.

Keratithamkul, K., Kim, J. N., & Roehrig, G. H. (2020). Cultural competence or deficit-based view? A qualitative approach to understanding middle school students’ experience with culturally framed engineering. International Journal of STEM Education, 7(1).

Kidwell, T., & Pentón, H. L. J. (2019). Culturally Sustaining Pedagogy in Action: Views from Indonesia and the United States. Kappa Delta Pi Record, 55(2), 60–65.

Klofutar, Š., Jerman, J., & Torkar, G. (2022). Direct versus vicarious experiences for developing children’s skills of observation in early science education. International Journal of Early Years Education, 30(4), 863–880.

Kloser, M., Wilsey, M., Twohy, K. E., Immonen, A. D., & Navotas, A. C. (2018). “We do STEM”: Unsettled conceptions of STEM education in middle school S.T.E.M. classrooms. School Science and Mathematics, 118(8), 335–347.

Li, M., & Armstrong, S. J. (2015). The relationship between Kolb’s experiential learning styles and Big Five personality traits in international managers. Personality and Individual Differences, 86, 422–426.

Lin, X., Yang, W., Wu, L., Zhu, L., Wu, D., & Li, H. (2021). Using an Inquiry-Based Science and Engineering Program to Promote Science Knowledge, Problem-Solving Skills and Approaches to Learning in Preschool Children. Early Education and Development, 32(5), 695–713.

Mathiphatikul, T., Bongkotphet, T., & Dangudom, K. (2019). Learning management through engineering design process based on STEM education for developing creative thinking in equilibrium topic for 10th grade students. Journal of Physics: Conference Series, 1157(3).

Mathis, C. A., Siverling, E. A., Glancy, A. W., & Moore, T. J. (2017). Teachers’ incorporation of argumentation to support engineering learning in STEM integration curricula. Journal of Pre-College Engineering Education Research, 7(1), 76–89.

Membrillo-Hernández, J., Muñoz-Soto, R. B., Rodríguez-Sánchez, Á. C., Díaz-Quiñonez, J. A., Villegas, P. V., Castillo-Reyna, J., & Ramírez-Medrano, A. (2019). Student Engagement Outside the Classroom: Analysis of a Challenge-Based Learning Strategy in Biotechnology Engineering. IEEE Global Engineering Education Conference (EDUCON), 617–621.

Merriam, S. B., & Tisdell, E. J. (2016). Qualitative Research A Guide to Design and Implementation Fourth Edition (Fourth Edi). Jossey-Bass A Wiley Brand.

Miller, D. (2001). Principles of social justice. harvard university Press.

Miralda-Banda, A., Garcia-Mila, M., & Felton, M. (2021). Concept of Evidence and the Quality of Evidence-Based Reasoning in Elementary Students. Topoi: An International Review of Philosophy, 40(2), 359–372.

NGSS. (2013). Next generation science standards: For states, by states. National Academies Press.

Noroozi, O. (2022). The role of students’ epistemic beliefs for their argumentation performance in higher education. Innovations in Education and Teaching International.

Ortiz-Revilla, J., Greca, I. M., & Arriassecq, I. (2022). A Theoretical Framework for Integrated STEM Education. Science and Education, 31(2), 383–404.

Osborne, J., Erduran, S., & Simon, S. (2004). Enhancing the quality of argumentation in school science. Journal of Research in Science Teaching, 41(10), 994–1020.

Pleasants, J. (2020). Inquiring into the Nature of STEM Problems: Implications for Pre-college Education. Science and Education, 29(4), 831–855.

Putra, P. D. A., Ahmad, N., Budiarso, A. S., Indrawati, & Lestari, E. A. (2023a). Development Of Argumentation Tools Based On The Engineering Design Process To Improve Students’ Argumentation Skills. The New Educational Review, 67(1).

Putra, P. D. A., Sulaeman, N. F., Supeno, & Wahyuni, S. (2023b). Exploring Students’ Critical Thinking Skills Using the Engineering Design Process in a Physics Classroom. Asia-Pacific Education Researcher, 32(1), 141–149.

Rezaly, M. N. F., Ahmad, H., & Che Md Ghazali, N. H. (2021). The Influence Of Personality And School Environment On Students’ Moral: A Review On International School Using Convergence Theory. International Journal of Education, Psychology and Counseling, 6(42), 421–431.

Rodríguez-Chueca, J., Molina-García, A., García-Aranda, C., Pérez, J., & Rodríguez, E. (2020). Understanding sustainability and the circular economy through flipped classroom and challenge-based learning: an innovative experience in engineering education in Spain. Environmental Education Research, 26(2), 238–252.

Roehrig, G., Dare, E., Wieselmann, J., & Ring-Whalen, E. A. (2021). Understanding coherence and integration in integrated STEM curriculum. 8, 1–39.

Roehrig, H., Dare, E., Ellis, J., & Ring, E. (2022). Development Of A Framework And Observation Protocol For Integrated STEM. The Annual Conference of the Japanese Society for Science Education, 53–56.

Sharunova, A., Wang, Y., Kowalski, M., & Qureshi, A. J. (2022). Applying Bloom’s taxonomy in transdisciplinary engineering design education. International Journal of Technology and Design Education, 32(2), 987–999.

Siverling, E. A., Suazo-Flores, E., Mathis, C. A., & Moore, T. J. (2019). Students’ use of STEM content in design justifications during engineering design-based STEM integration. School Science and Mathematics, 119(8), 457–474.

Subramaniam, K. (2022). Journeys in STEM learning: first-time experiences of science teaching. Educational Research, 64(4), 391–406.

Sulaeman, N. F., Putra, P. D. A., & Kumano, Y. (2022). Towards Integrating STEM Education into Science Teacher Preparation Programmes in Indonesia: A Challenging Journey. In M. M. H. Cheng, C. Buntting, & A. Jones (Eds.), Concepts and Practices of STEM Education in Asia (pp. 237–252). Springer Nature Singapore.

Sya’bandari, Y., Ha, M., Lee, J. K., & Shin, S. (2019). The relation of gender and track on high school students’ attitude toward convergence. Journal of Baltic Science Education, 18(3), 417–434.

Wahono, B., Lin, P. L., & Chang, C. Y. (2020). Evidence of STEM enactment effectiveness in Asian student learning outcomes. In International Journal of STEM Education (Vol. 7, Issue 1). Springer.

Wals, A. E. J., Brody, M., Dillon, J., & Stevenson, R. B. (2014). Convergence between science and environmental education. In Science (Vol. 344, Issue 6184, pp. 583–584). American Association for the Advancement of Science.

Wieselmann, J. R., Roehrig, G. H., & Kim, J. N. (2020). Who succeeds in STEM? Elementary girls’ attitudes and beliefs about self and STEM. School Science and Mathematics, 120(5), 233–244.

Wieselmann, J. R., Roehrig, G. H., Ring-Whalen, E. A., & Meagher, T. (2021). Becoming a STEM-focused school district: Administrators’ roles and experiences. Education Sciences, 11(12).

Wilson-Lopez, A., Strong, A. R., Hartman, C. M., Garlick, J., Washburn, K. H., Minichiello, A., Weingart, S., & Acosta-Feliz, J. (2020). A systematic review of argumentation related to the engineering-designed world. Journal of Engineering Education, 109(2), 281–306.

Wolmarans, N. (2015). Moving Between Context and Disciplinary Knowledge When Learning to Design. In R. S. Adams & J. A. Siddiqui (Eds.), Analyzing Design Review Conversations (pp. 97–114). Purdue University Press.

Wu, X. Ben, Sandoval, C., Knight, S., Jaime, X., Macik, M., & Schielack, J. F. (2021). Web-based authentic inquiry experiences in large introductory classes consistently associated with significant learning gains for all students. International Journal of STEM Education, 8(1).

Xu, J., Yao, L., Li, L., Ji, M., & Tang, G. (2020). Argumentation based reinforcement learning for meta-knowledge extraction. Information Sciences, 506, 258–272.

Yu, K. C., Wu, P. H., & Fan, S. C. (2020). Structural Relationships among High School Students’ Scientific Knowledge, Critical Thinking, Engineering Design Process, and Design Product. International Journal of Science and Mathematics Education, 18(6), 1001–1022.

Zhu, J., Hu, Y., Li, Y., Zhang, Z., & Li, W. (2022). Perceptions towards prior learning experiences: lessons learned from early and mid-career professional engineers in a Chinese context. European Journal of Engineering Education, 47(1), 193–209.

Refbacks

  • There are currently no refbacks.