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Erschienen in: International Journal of Technology and Design Education 3/2023

28.05.2022

Pedagogical approaches for eliciting students’ design thinking strategies: tell-and-practice vs. contrasting cases

verfasst von: Tugba Karabiyik, Alejandra J. Magana, Paul Parsons, Ying Ying Seah

Erschienen in: International Journal of Technology and Design Education | Ausgabe 3/2023

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Abstract

In this exploratory study, we investigated students’ design thinking strategies during a challenge involving the design of an energy-efficient house. We used the Informed Design Teaching and Learning Matrix as a framework for characterizing the students’ design thinking, focusing on four specific strategies—generating ideas, conducting experiments, revising and iterating, and troubleshooting. To elicit the use of design thinking strategies, we employed two pedagogical approaches—tell-and-practice (T&P) and contrasting cases (CC)—as conditions in a within-subjects design, where participants were exposed to one approach first and then the other. Findings suggest that students exposed to T&P then CC had more balanced use of all four design strategies as compared to the students exposed to CC first then T&P. Regarding changes in strategies used, there was a significant increase in conducting experiments, but a significant decrease in troubleshooting, after students were exposed to both approaches. This finding suggests that students spent more time experimenting and understanding how the system works rather than focusing on problematic areas and finding solutions to the problems they faced during the design process. Implications of the study include recommendations for using T&P and CC to elicit design strategies during design thinking.

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Literatur
Zurück zum Zitat Akerlind, G. (2015). From phenomenography to variation theory: A review of the development of the variation theory of learning and implications for pedagogical design in higher education. HERDSA Review of Higher Education, 2, 5–26. Akerlind, G. (2015). From phenomenography to variation theory: A review of the development of the variation theory of learning and implications for pedagogical design in higher education. HERDSA Review of Higher Education, 2, 5–26.
Zurück zum Zitat Antonenko, P. D., Toy, S., & Niederhauser, D. S. (2012). Using cluster analysis for data mining in educational technology research. Educational Technology Research and Development, 60(3), 383–398.CrossRef Antonenko, P. D., Toy, S., & Niederhauser, D. S. (2012). Using cluster analysis for data mining in educational technology research. Educational Technology Research and Development, 60(3), 383–398.CrossRef
Zurück zum Zitat Arastoopour, G., Shaffer, D. W., Swiecki, Z., Ruis, A. R., & Chesler, N. C. (2016). Teaching and assessing engineering design thinking with virtual internships and epistemic network analysis. International Journal of Engineering Education, 32(2), 1492–1501. Arastoopour, G., Shaffer, D. W., Swiecki, Z., Ruis, A. R., & Chesler, N. C. (2016). Teaching and assessing engineering design thinking with virtual internships and epistemic network analysis. International Journal of Engineering Education, 32(2), 1492–1501.
Zurück zum Zitat Atman, C. J., Adams, R. S., Cardella, M. E., Turns, J., Mosborg, S., & Saleem, J. (2007). Engineering design processes: A comparison of students and expert practitioners. Journal of Engineering Education, 96(4), 359–379.CrossRef Atman, C. J., Adams, R. S., Cardella, M. E., Turns, J., Mosborg, S., & Saleem, J. (2007). Engineering design processes: A comparison of students and expert practitioners. Journal of Engineering Education, 96(4), 359–379.CrossRef
Zurück zum Zitat Ball, L. J., & Christensen, B. T. (2019). Advancing an understanding of design cognition and design metacognition: Progress and prospects. Design Studies, 65, 35–59.CrossRef Ball, L. J., & Christensen, B. T. (2019). Advancing an understanding of design cognition and design metacognition: Progress and prospects. Design Studies, 65, 35–59.CrossRef
Zurück zum Zitat Becker, K., & Mentzer, N. (2015). Engineering design thinking: High school students’ performance and knowledge. In: Proceedings of the 2015 International Conference on Interactive Collaborative Learning (ICL), pp. 5–12. Becker, K., & Mentzer, N. (2015). Engineering design thinking: High school students’ performance and knowledge. In: Proceedings of the 2015 International Conference on Interactive Collaborative Learning (ICL), pp. 5–12.
Zurück zum Zitat Boling, E. (2010). The need for design cases: Disseminating design knowledge. International Journal of Designs for Learning, 1, 1.CrossRef Boling, E. (2010). The need for design cases: Disseminating design knowledge. International Journal of Designs for Learning, 1, 1.CrossRef
Zurück zum Zitat Brown, P. (2009). CAD: Do Computers aid the design process after all? Intersect. Brown, P. (2009). CAD: Do Computers aid the design process after all? Intersect.
Zurück zum Zitat Bussey, T. J., Orgill, M., & Crippen, K. J. (2013). Variation theory: A theory of learning and a useful theoretical framework for chemical education research. Chemistry Education Research and Practice, 14(1), 9–22.CrossRef Bussey, T. J., Orgill, M., & Crippen, K. J. (2013). Variation theory: A theory of learning and a useful theoretical framework for chemical education research. Chemistry Education Research and Practice, 14(1), 9–22.CrossRef
Zurück zum Zitat Cagan, J., Dinar, M., Shah, J. J., Leifer, L., Linsey, J., Smith, S., & Vargas-Hernandez, N. (2013). Empirical studies of design thinking: Past, present, future. International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, 55928, V005T06A020. Cagan, J., Dinar, M., Shah, J. J., Leifer, L., Linsey, J., Smith, S., & Vargas-Hernandez, N. (2013). Empirical studies of design thinking: Past, present, future. International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, 55928, V005T06A020.
Zurück zum Zitat Catrambone, R. (1998). The subgoal learning model: Creating better examples so that students can solve novel problems. Journal of Experimental Psychology: General, 127(4), 355.CrossRef Catrambone, R. (1998). The subgoal learning model: Creating better examples so that students can solve novel problems. Journal of Experimental Psychology: General, 127(4), 355.CrossRef
Zurück zum Zitat Charness, G., Gneezy, U., & Kuhn, M. A. (2012). Experimental methods: Between-subject and within-subject design. Journal of Economic Behavior and Organization, 81(1), 1–8.CrossRef Charness, G., Gneezy, U., & Kuhn, M. A. (2012). Experimental methods: Between-subject and within-subject design. Journal of Economic Behavior and Organization, 81(1), 1–8.CrossRef
Zurück zum Zitat Cramer-Petersen, C. L., Christensen, B. T., & Ahmed-Kristensen, S. (2019). Empirically analysing design reasoning patterns: Abductive-deductive reasoning patterns dominate design idea generation. Design Studies, 60, 39–70.CrossRef Cramer-Petersen, C. L., Christensen, B. T., & Ahmed-Kristensen, S. (2019). Empirically analysing design reasoning patterns: Abductive-deductive reasoning patterns dominate design idea generation. Design Studies, 60, 39–70.CrossRef
Zurück zum Zitat Cross, N. (2001). Design cognition: Results from protocol and other empirical studies of design activity. In Design knowing and learning: Cognition in design education (pp. 79–103). Elsevier. Cross, N. (2001). Design cognition: Results from protocol and other empirical studies of design activity. In Design knowing and learning: Cognition in design education (pp. 79–103). Elsevier.
Zurück zum Zitat Cross, N. (2011). Design thinking: Understanding how designers think and work. Berg. Cross, N. (2011). Design thinking: Understanding how designers think and work. Berg.
Zurück zum Zitat Daly, S. R., Yilmaz, S., Christian, J. L., Seifert, C. M., & Gonzalez, R. (2012). Design heuristics in engineering concept generation. Daly, S. R., Yilmaz, S., Christian, J. L., Seifert, C. M., & Gonzalez, R. (2012). Design heuristics in engineering concept generation.
Zurück zum Zitat Damle, A., & Smith, P. J. (2009). Biasing cognitive processes during design: The effects of color. Design Studies, 30(5), 521–540.CrossRef Damle, A., & Smith, P. J. (2009). Biasing cognitive processes during design: The effects of color. Design Studies, 30(5), 521–540.CrossRef
Zurück zum Zitat Dorst, K. (2011). The core of ‘design thinking’and its application. Design Studies, 32(6), 521–532.CrossRef Dorst, K. (2011). The core of ‘design thinking’and its application. Design Studies, 32(6), 521–532.CrossRef
Zurück zum Zitat Dym, C. L., Agogino, A. M., Eris, O., Frey, D. D., & Leifer, L. J. (2005). Engineering design thinking, teaching, and learning. Journal of Engineering Education, 94(1), 103–120.CrossRef Dym, C. L., Agogino, A. M., Eris, O., Frey, D. D., & Leifer, L. J. (2005). Engineering design thinking, teaching, and learning. Journal of Engineering Education, 94(1), 103–120.CrossRef
Zurück zum Zitat Ericson, Å., Bergström, M., Larsson, A., & Törlind, P. (2009). Design thinking challenges in education. International Conference on Engineering Design: 24/08/2009–27/08/2009, 89–100. Ericson, Å., Bergström, M., Larsson, A., & Törlind, P. (2009). Design thinking challenges in education. International Conference on Engineering Design: 24/08/2009–27/08/2009, 89–100.
Zurück zum Zitat Everitt, B., & Skrondal, A. (2002). The Cambridge dictionary of statistics (Vol. 106). Cambridge University Press, Cambridge. Everitt, B., & Skrondal, A. (2002). The Cambridge dictionary of statistics (Vol. 106). Cambridge University Press, Cambridge.
Zurück zum Zitat Goldschmidt, G. (2014). Linkography: Unfolding the design process. MIT Press. Goldschmidt, G. (2014). Linkography: Unfolding the design process. MIT Press.
Zurück zum Zitat Goldstein, M. H., Purzer, Ş., Mejia, C. V., Zielinski, M., & Douglas, K. A. (2015). Assessing idea fluency through the student design process. In: Proceedings of the 2015 IEEE Frontiers in Education Conference (FIE), pp. 1–5. Goldstein, M. H., Purzer, Ş., Mejia, C. V., Zielinski, M., & Douglas, K. A. (2015). Assessing idea fluency through the student design process. In: Proceedings of the 2015 IEEE Frontiers in Education Conference (FIE), pp. 1–5.
Zurück zum Zitat Groover, M. P., & Zimmers, E. W. (1983). CAD/CAM: Computer-aided design and manufacturing. Pearson Education. Groover, M. P., & Zimmers, E. W. (1983). CAD/CAM: Computer-aided design and manufacturing. Pearson Education.
Zurück zum Zitat Hekkenberg, A. (2012). Addressing misconceptions about electric and magnetic fields: A variation theory analysis of a lecture’s learning space [Master’s Thesis]. Hekkenberg, A. (2012). Addressing misconceptions about electric and magnetic fields: A variation theory analysis of a lecture’s learning space [Master’s Thesis].
Zurück zum Zitat Honey, M. A., & Hilton, M. L. (2011). Learning science through computer games. National Academies Press. Honey, M. A., & Hilton, M. L. (2011). Learning science through computer games. National Academies Press.
Zurück zum Zitat Höök, K., & Löwgren, J. (2012). Strong concepts: Intermediate-level knowledge in interaction design research. ACM Transactions on Computer-Human Interaction (TOCHI), 19(3), 1–18.CrossRef Höök, K., & Löwgren, J. (2012). Strong concepts: Intermediate-level knowledge in interaction design research. ACM Transactions on Computer-Human Interaction (TOCHI), 19(3), 1–18.CrossRef
Zurück zum Zitat Jääskeläinen, R. (2002). Think-aloud protocol studies into translation: An annotated bibliography. Target International Journal of Translation Studies, 14(1), 107–136.CrossRef Jääskeläinen, R. (2002). Think-aloud protocol studies into translation: An annotated bibliography. Target International Journal of Translation Studies, 14(1), 107–136.CrossRef
Zurück zum Zitat Johansson-Sköldberg, U., Woodilla, J., & Çetinkaya, M. (2013). Design thinking: Past, present and possible futures. Creativity and Innovation Management, 22(2), 121–146.CrossRef Johansson-Sköldberg, U., Woodilla, J., & Çetinkaya, M. (2013). Design thinking: Past, present and possible futures. Creativity and Innovation Management, 22(2), 121–146.CrossRef
Zurück zum Zitat Kalyuga, S., Chandler, P., Tuovinen, J., & Sweller, J. (2001). When problem solving is superior to studying worked examples. Journal of Educational Psychology, 93(3), 579.CrossRef Kalyuga, S., Chandler, P., Tuovinen, J., & Sweller, J. (2001). When problem solving is superior to studying worked examples. Journal of Educational Psychology, 93(3), 579.CrossRef
Zurück zum Zitat Kaufman, L., & Rousseeuw, P. J. (2009). Finding groups in data: An introduction to cluster analysis (Vol. 344). Wiley. Kaufman, L., & Rousseeuw, P. J. (2009). Finding groups in data: An introduction to cluster analysis (Vol. 344). Wiley.
Zurück zum Zitat Keengwe, J., Pearson, D., & Smart, K. (2009). Technology integration: Mobile devices (iPods), constructivist pedagogy, and student learning. AACE Journal. Keengwe, J., Pearson, D., & Smart, K. (2009). Technology integration: Mobile devices (iPods), constructivist pedagogy, and student learning. AACE Journal.
Zurück zum Zitat Kolodner, J. L., Camp, P. J., Crismond, D., Fasse, B., Gray, J., Holbrook, J., Puntambekar, S., & Ryan, M. (2003). Problem-based learning meets case-based reasoning in the middle-school science classroom: Putting learning by design™ into practice. Journal of the Learning Sciences, 12(4), 495–547. https://doi.org/10.1207/S15327809JLS1204_2CrossRef Kolodner, J. L., Camp, P. J., Crismond, D., Fasse, B., Gray, J., Holbrook, J., Puntambekar, S., & Ryan, M. (2003). Problem-based learning meets case-based reasoning in the middle-school science classroom: Putting learning by design™ into practice. Journal of the Learning Sciences, 12(4), 495–547. https://​doi.​org/​10.​1207/​S15327809JLS1204​_​2CrossRef
Zurück zum Zitat Loibl, K., Roll, I., & Rummel, N. (2017). Towards a theory of when and how problem solving followed by instruction supports learning. Educational Psychology Review, 29(4), 693–715.CrossRef Loibl, K., Roll, I., & Rummel, N. (2017). Towards a theory of when and how problem solving followed by instruction supports learning. Educational Psychology Review, 29(4), 693–715.CrossRef
Zurück zum Zitat Magana, A. J., Jaiswal, A., Madamanchi, A., Parker, L. C., Gundlach, E., & Ward, M. D. (2021). Characterizing the psychosocial effects of participating in a year-long residential research-oriented learning community. Current Psychology, 1–18. Magana, A. J., Jaiswal, A., Madamanchi, A., Parker, L. C., Gundlach, E., & Ward, M. D. (2021). Characterizing the psychosocial effects of participating in a year-long residential research-oriented learning community. Current Psychology, 1–18.
Zurück zum Zitat Marton, F. (1986). Phenomenography—A research approach to investigating different understandings of reality. Journal of Thought, 28–49. Marton, F. (1986). Phenomenography—A research approach to investigating different understandings of reality. Journal of Thought, 28–49.
Zurück zum Zitat Marton, F., & Pang, M. F. (2007). Connecting student learning and classroom teaching through the variation framework. Biennial Conference for Research on Learning and Instruction. Marton, F., & Pang, M. F. (2007). Connecting student learning and classroom teaching through the variation framework. Biennial Conference for Research on Learning and Instruction.
Zurück zum Zitat Marton, F. (1981). Phenomenography—Describing conceptions of the world around us. Instructional Science, 10(2), 177–200.CrossRef Marton, F. (1981). Phenomenography—Describing conceptions of the world around us. Instructional Science, 10(2), 177–200.CrossRef
Zurück zum Zitat Marton, F. (2006). Sameness and difference in transfer. The Journal of the Learning Sciences, 15(4), 499–535.CrossRef Marton, F. (2006). Sameness and difference in transfer. The Journal of the Learning Sciences, 15(4), 499–535.CrossRef
Zurück zum Zitat Marton, F., & Booth, S. A. (1997). Learning and awareness. Psychology Press. Marton, F., & Booth, S. A. (1997). Learning and awareness. Psychology Press.
Zurück zum Zitat Medová, J., & Bakusová, J. (2019). Application of hierarchical cluster analysis in educational research: Distinguishing between transmissive and constructivist oriented mathematics teachers. Staticstical on the Staticstics Economics Journal, 99, 142–150. Medová, J., & Bakusová, J. (2019). Application of hierarchical cluster analysis in educational research: Distinguishing between transmissive and constructivist oriented mathematics teachers. Staticstical on the Staticstics Economics Journal, 99, 142–150.
Zurück zum Zitat Mok, I. A. C. (2009). In search of an exemplary mathematics lesson in Hong Kong: An algebra lesson on factorization of polynomials. ZDM Mathematics Education, 41(3), 319–332.CrossRef Mok, I. A. C. (2009). In search of an exemplary mathematics lesson in Hong Kong: An algebra lesson on factorization of polynomials. ZDM Mathematics Education, 41(3), 319–332.CrossRef
Zurück zum Zitat Nathan, M. J. (2012). Rethinking formalisms in formal education. Educational Psychologist, 47(2), 125–148.CrossRef Nathan, M. J. (2012). Rethinking formalisms in formal education. Educational Psychologist, 47(2), 125–148.CrossRef
Zurück zum Zitat Nielsen, F. (2016). Hierarchical clustering. In Introduction to HPC with MPI for Data Science (pp. 195–211). Springer. Nielsen, F. (2016). Hierarchical clustering. In Introduction to HPC with MPI for Data Science (pp. 195–211). Springer.
Zurück zum Zitat Owen, C. (2007). Design thinking: Notes on its nature and use. Design Research Quarterly, 2(1), 16–27. Owen, C. (2007). Design thinking: Notes on its nature and use. Design Research Quarterly, 2(1), 16–27.
Zurück zum Zitat Pang, M. F., & Marton, F. (2003). Beyond“lesson study”: Comparing two ways of facilitating the grasp of some economic concepts. Instructional Science, 31(3), 175–194.CrossRef Pang, M. F., & Marton, F. (2003). Beyond“lesson study”: Comparing two ways of facilitating the grasp of some economic concepts. Instructional Science, 31(3), 175–194.CrossRef
Zurück zum Zitat Price, P. C., Jhangiani, R. S., Chiang, I. A., Leighton, D. C., & Cuttler, C. (2017). Research Methods in Psychology (3rd American). PressBooksPublications. Price, P. C., Jhangiani, R. S., Chiang, I. A., Leighton, D. C., & Cuttler, C. (2017). Research Methods in Psychology (3rd American). PressBooksPublications.
Zurück zum Zitat Purzer, S., & Quintana-Cifuentes, J. P. (2019). Integrating engineering in K-12 science education: Spelling out the pedagogical, epistemological, and methodological arguments. Disciplinary and Interdisciplinary Science Education Research, 1(1), 13.CrossRef Purzer, S., & Quintana-Cifuentes, J. P. (2019). Integrating engineering in K-12 science education: Spelling out the pedagogical, epistemological, and methodological arguments. Disciplinary and Interdisciplinary Science Education Research, 1(1), 13.CrossRef
Zurück zum Zitat Razzouk, R., & Shute, V. (2012a). What is design thinking and why is it important? Review of Educational Research, 82(3), 330–348.CrossRef Razzouk, R., & Shute, V. (2012a). What is design thinking and why is it important? Review of Educational Research, 82(3), 330–348.CrossRef
Zurück zum Zitat Rokach, L., & Maimon, O. (2005). Clustering methods. In Data mining and knowledge discovery handbook (pp. 321–352). Springer. Rokach, L., & Maimon, O. (2005). Clustering methods. In Data mining and knowledge discovery handbook (pp. 321–352). Springer.
Zurück zum Zitat Rotherham, A. J., & Willingham, D. (2009). To work, the 21st century skills movement will require keen attention to curriculum, teacher quality, and assessment. Educational Leadership, 9(1), 15–20. Rotherham, A. J., & Willingham, D. (2009). To work, the 21st century skills movement will require keen attention to curriculum, teacher quality, and assessment. Educational Leadership, 9(1), 15–20.
Zurück zum Zitat Runesson, U. (2005). Beyond discourse and interaction. Variation: A critical aspect for teaching and learning mathematics. Cambridge Journal of Education, 35(1), 69–87.CrossRef Runesson, U. (2005). Beyond discourse and interaction. Variation: A critical aspect for teaching and learning mathematics. Cambridge Journal of Education, 35(1), 69–87.CrossRef
Zurück zum Zitat Schaafstal, A., Schraagen, J. M., & Van Berl, M. (2000). Cognitive task analysis and innovation of training: The case of structured troubleshooting. Human Factors, 42(1), 75–86.CrossRef Schaafstal, A., Schraagen, J. M., & Van Berl, M. (2000). Cognitive task analysis and innovation of training: The case of structured troubleshooting. Human Factors, 42(1), 75–86.CrossRef
Zurück zum Zitat Schalk, L., Schumacher, R., Barth, A., & Stern, E. (2018). When problem-solving followed by instruction is superior to the traditional tell-and-practice sequence. Journal of Educational Psychology, 110(4), 596.CrossRef Schalk, L., Schumacher, R., Barth, A., & Stern, E. (2018). When problem-solving followed by instruction is superior to the traditional tell-and-practice sequence. Journal of Educational Psychology, 110(4), 596.CrossRef
Zurück zum Zitat Schwartz, D. L., & Bransford, J. D. (1998). A time for telling. Cognition and Instruction, 16(4), 475–5223.CrossRef Schwartz, D. L., & Bransford, J. D. (1998). A time for telling. Cognition and Instruction, 16(4), 475–5223.CrossRef
Zurück zum Zitat Schwartz, D. L., Chase, C. C., & Bransford, J. D. (2012). Resisting overzealous transfer: Coordinating previously successful routines with needs for new learning. Educational Psychologist, 47(3), 204–214.CrossRef Schwartz, D. L., Chase, C. C., & Bransford, J. D. (2012). Resisting overzealous transfer: Coordinating previously successful routines with needs for new learning. Educational Psychologist, 47(3), 204–214.CrossRef
Zurück zum Zitat Schwartz, D. L., Chase, C. C., Oppezzo, M. A., & Chin, D. B. (2011). Practicing versus inventing with contrasting cases: The effects of telling first on learning and transfer. Journal of Educational Psychology, 103(4), 759.CrossRef Schwartz, D. L., Chase, C. C., Oppezzo, M. A., & Chin, D. B. (2011). Practicing versus inventing with contrasting cases: The effects of telling first on learning and transfer. Journal of Educational Psychology, 103(4), 759.CrossRef
Zurück zum Zitat Schwartz, D. L., & Martin, T. (2004). Inventing to prepare for future learning: The hidden efficiency of encouraging original student production in statistics instruction. Cognition and Instruction, 22(2), 129–184.CrossRef Schwartz, D. L., & Martin, T. (2004). Inventing to prepare for future learning: The hidden efficiency of encouraging original student production in statistics instruction. Cognition and Instruction, 22(2), 129–184.CrossRef
Zurück zum Zitat Seah, Y. Y., & Magana, A. J. (2019). Exploring students’ experimentation strategies in engineering design using an educational CAD tool. Journal of Science Education and Technology, 28(3), 195–208.CrossRef Seah, Y. Y., & Magana, A. J. (2019). Exploring students’ experimentation strategies in engineering design using an educational CAD tool. Journal of Science Education and Technology, 28(3), 195–208.CrossRef
Zurück zum Zitat Stigler, J. W., & Hiebert, J. (2004). Improving mathematics teaching. Educational Leadership, 61(5), 12–17. Stigler, J. W., & Hiebert, J. (2004). Improving mathematics teaching. Educational Leadership, 61(5), 12–17.
Zurück zum Zitat Van Gog, T., Paas, F., & Van Merriënboer, J. J. (2005). Uncovering expertise-related differences in troubleshooting performance: Combining eye movement and concurrent verbal protocol data. Applied Cognitive Psychology, 19(2), 205–221.CrossRef Van Gog, T., Paas, F., & Van Merriënboer, J. J. (2005). Uncovering expertise-related differences in troubleshooting performance: Combining eye movement and concurrent verbal protocol data. Applied Cognitive Psychology, 19(2), 205–221.CrossRef
Zurück zum Zitat Vieira, C., Seah, Y. Y., & Magana, A. J. (2018). Students’ experimentation strategies in design: Is process data enough? Computer Applications in Engineering Education, 26(5), 1903–1914.CrossRef Vieira, C., Seah, Y. Y., & Magana, A. J. (2018). Students’ experimentation strategies in design: Is process data enough? Computer Applications in Engineering Education, 26(5), 1903–1914.CrossRef
Zurück zum Zitat Ward, J. H. (1963). Hierarchical grouping to optimize an objective function. Journal of the American Statistical Association, 58(301), 236–244.CrossRef Ward, J. H. (1963). Hierarchical grouping to optimize an objective function. Journal of the American Statistical Association, 58(301), 236–244.CrossRef
Zurück zum Zitat Wrigley, C., & Straker, K. (2017). Design thinking pedagogy: The educational design ladder. Innovations in Education and Teaching International, 54(4), 374–385.CrossRef Wrigley, C., & Straker, K. (2017). Design thinking pedagogy: The educational design ladder. Innovations in Education and Teaching International, 54(4), 374–385.CrossRef
Zurück zum Zitat Xie, C., Schimpf, C., Chao, J., Nourian, S., & Massicotte, J. (2018b). Learning and teaching engineering design through modeling and simulation on a CAD platform. Computer Applications in Engineering Education, 26(4), 824–840.CrossRef Xie, C., Schimpf, C., Chao, J., Nourian, S., & Massicotte, J. (2018b). Learning and teaching engineering design through modeling and simulation on a CAD platform. Computer Applications in Engineering Education, 26(4), 824–840.CrossRef
Metadaten
Titel
Pedagogical approaches for eliciting students’ design thinking strategies: tell-and-practice vs. contrasting cases
verfasst von
Tugba Karabiyik
Alejandra J. Magana
Paul Parsons
Ying Ying Seah
Publikationsdatum
28.05.2022
Verlag
Springer Netherlands
Erschienen in
International Journal of Technology and Design Education / Ausgabe 3/2023
Print ISSN: 0957-7572
Elektronische ISSN: 1573-1804
DOI
https://doi.org/10.1007/s10798-022-09757-y

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