Skip to main content
Erschienen in: Technology, Knowledge and Learning 4/2021

18.03.2021 | Original research

Learning Newtonian Physics through Programming Robot Experiments

verfasst von: Paola Ferrarelli, Luca Iocchi

Erschienen in: Technology, Knowledge and Learning | Ausgabe 4/2021

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Novel technology has been applied to improve students’ learning abilities in different disciplines. The research in this field is still finding suitable methodologies, tools, and evaluation mechanisms to devise learning frameworks with high impact on students’ performance. This article describes an instructional method to perform Newtonian physics experiments by programming a mobile robot. Such experiments allow the learners to design, implement and visualize physics concepts, thus using the robot as a cognitive tool or mindtool. An accurate assessment of the students learning gain, involving 29 high-school students, shows that the proposed method provided significant improvements in the students understanding of the first Newton’s law, the second Newton law and the superposition principle. The learning gain has been measured through the Force Concept Inventory questionnaire. From this study, we can state that programming a mobile robot to perform physics experiments can improve knowledge about Newtonian physics, even without giving specific lectures in the subject and with a much shorter lecture plan with respect to traditional lectures.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literatur
Zurück zum Zitat Ahmed, I., Lubold, N., Walker, E. (2018). Robin: Using a programmable robot to provide feedback and encouragement on programming tasks. Artificial intelligence in education (pp. 9–13). Cham: Springer International Publishing. Ahmed, I., Lubold, N., Walker, E. (2018). Robin: Using a programmable robot to provide feedback and encouragement on programming tasks. Artificial intelligence in education (pp. 9–13). Cham: Springer International Publishing.
Zurück zum Zitat Alimisis, D. (2012). Robotics in education & education in robotics: Shifting focus from technology to pedagogy. In Proceedings of the 3rd international conference on robotics in education (pp. 7–14). Alimisis, D. (2012). Robotics in education & education in robotics: Shifting focus from technology to pedagogy. In Proceedings of the 3rd international conference on robotics in education (pp. 7–14).
Zurück zum Zitat Andre, T. (1997). Construction: Implications for instructional design. Instructional Design: International Perspectives. Theory, research, and models. Vol. 1, 1, 243. Andre, T. (1997). Construction: Implications for instructional design. Instructional Design: International Perspectives. Theory, research, and models. Vol. 1, 1, 243.
Zurück zum Zitat Bao, L., & Redish, E. F. (2001). Concentration analysis: A quantitative assessment of student states. American Journal of Physics, 69(S1), S45–S53.CrossRef Bao, L., & Redish, E. F. (2001). Concentration analysis: A quantitative assessment of student states. American Journal of Physics, 69(S1), S45–S53.CrossRef
Zurück zum Zitat Cavik, E. E., & Kurnaz, M. A. (2019). Analysis of the responses of science teacher candidates to force concept inventory by concentration factor. Universal Journal of Educational Research, 7(1), 111–117.CrossRef Cavik, E. E., & Kurnaz, M. A. (2019). Analysis of the responses of science teacher candidates to force concept inventory by concentration factor. Universal Journal of Educational Research, 7(1), 111–117.CrossRef
Zurück zum Zitat Church, W. J., Ford, T., Perova, N. & Rogers, C. (2010). Physics with robotics–using lego mindstorms in high school education. In 2010 aaai spring symposium series. Church, W. J., Ford, T., Perova, N. & Rogers, C. (2010). Physics with robotics–using lego mindstorms in high school education. In 2010 aaai spring symposium series.
Zurück zum Zitat Ferrarelli, P., Lapucci, T. & Iocchi, L. (2017). Methodology and results on teaching maths using mobile robots. In Ollero, A., Sanfeliu, A., Montano, L., Lau, N. & Cardeira, C. B. (Eds.), ROBOT 2017: Third Iberian Robotics Conference - Volume 2, Seville, Spain, November 22-24, 2017 ROBOT 2017: Third iberian robotics conference - volume 2, seville, spain, november 22-24, 2017 (Vol. 694, pp. 394–406). Springer. https://doi.org/10.1007/978-3-319-70836-2_33. Ferrarelli, P., Lapucci, T. & Iocchi, L. (2017). Methodology and results on teaching maths using mobile robots. In Ollero, A., Sanfeliu, A., Montano, L., Lau, N. & Cardeira, C. B. (Eds.), ROBOT 2017: Third Iberian Robotics Conference - Volume 2, Seville, Spain, November 22-24, 2017 ROBOT 2017: Third iberian robotics conference - volume 2, seville, spain, november 22-24, 2017 (Vol. 694, pp. 394–406). Springer. https://​doi.​org/​10.​1007/​978-3-319-70836-2_​33.
Zurück zum Zitat Gardner, H. (2018). Multiple approaches to understanding. In Contemporary theories of learning (pp. 129–138). Routledge. Gardner, H. (2018). Multiple approaches to understanding. In Contemporary theories of learning (pp. 129–138). Routledge.
Zurück zum Zitat 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.CrossRef 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.CrossRef
Zurück zum Zitat Halloun, I. A., & Hestenes, D. (1985). Common sense concepts about motion. American journal of physics, 53(11), 1056–1065.CrossRef Halloun, I. A., & Hestenes, D. (1985). Common sense concepts about motion. American journal of physics, 53(11), 1056–1065.CrossRef
Zurück zum Zitat Hestenes, D., Wells, M., & Swackhamer, G. (1992). Force concept inventory. The Physics Teacher, 30(3), 141–158.CrossRef Hestenes, D., Wells, M., & Swackhamer, G. (1992). Force concept inventory. The Physics Teacher, 30(3), 141–158.CrossRef
Zurück zum Zitat Hussain, S., Lindh, J., & Shukur, G. (2006). The effect of lego training on pupils’ school performance in mathematics, problem solving ability and attitude: Swedish data. Journal of Educational Technology Society, 9(3), 182–194. Hussain, S., Lindh, J., & Shukur, G. (2006). The effect of lego training on pupils’ school performance in mathematics, problem solving ability and attitude: Swedish data. Journal of Educational Technology Society, 9(3), 182–194.
Zurück zum Zitat Jonassen, D. (2000). Mindtools for schools: Engaging critical thinking with technology. Columbus: Merrill. Jonassen, D. (2000). Mindtools for schools: Engaging critical thinking with technology. Columbus: Merrill.
Zurück zum Zitat Jonassen, D. H. (1996). Learning with technology: Using computers as cognitive tools. Handbook of research for educational communications and technology. Jonassen, D. H. (1996). Learning with technology: Using computers as cognitive tools. Handbook of research for educational communications and technology.
Zurück zum Zitat Jonassen, D. H., Carr, C., & Yueh, H.-P. (1998). Computers as mindtools for engaging learners in critical thinking. TechTrends, 43(2), 24–32.CrossRef Jonassen, D. H., Carr, C., & Yueh, H.-P. (1998). Computers as mindtools for engaging learners in critical thinking. TechTrends, 43(2), 24–32.CrossRef
Zurück zum Zitat Jonassen, D. H., & Rohrer-Murphy, L. (1999). Activity theory as a framework for designing constructivist learning environments. Educational technology research and development, 47(1), 61–79.CrossRef Jonassen, D. H., & Rohrer-Murphy, L. (1999). Activity theory as a framework for designing constructivist learning environments. Educational technology research and development, 47(1), 61–79.CrossRef
Zurück zum Zitat Marx, J. D., & Cummings, K. (2007). Normalized change. American Journal of Physics, 75(1), 87–91.CrossRef Marx, J. D., & Cummings, K. (2007). Normalized change. American Journal of Physics, 75(1), 87–91.CrossRef
Zurück zum Zitat Merrill, M. D. (2002). First principles of instruction. Educational technology research and development, 50(3), 43–59.CrossRef Merrill, M. D. (2002). First principles of instruction. Educational technology research and development, 50(3), 43–59.CrossRef
Zurück zum Zitat Mubin, O., Stevens, C. J., Shahid, S., Al Mahmud, A., & Dong, J.-J. (2013). A review of the applicability of robots in education. Journal of Technology in Education and Learning, 1, 209. Mubin, O., Stevens, C. J., Shahid, S., Al Mahmud, A., & Dong, J.-J. (2013). A review of the applicability of robots in education. Journal of Technology in Education and Learning, 1, 209.
Zurück zum Zitat Nelson, L. M. (1999). Collaborative problem solving. Instructional design theories and models: A new paradigm of instructional theory, 2, 241–267. Nelson, L. M. (1999). Collaborative problem solving. Instructional design theories and models: A new paradigm of instructional theory, 2, 241–267.
Zurück zum Zitat Nissen, J. M., Talbot, R. M., Thompson, A. N., & Van Dusen, B. (2018). Comparison of normalized gain and cohen’s d for analyzing gains on concept inventories. Physical Review Physics Education Research, 14(1), 010115.CrossRef Nissen, J. M., Talbot, R. M., Thompson, A. N., & Van Dusen, B. (2018). Comparison of normalized gain and cohen’s d for analyzing gains on concept inventories. Physical Review Physics Education Research, 14(1), 010115.CrossRef
Zurück zum Zitat Paavola, S., Hakkarainen, K., & Sintonen, M. (2006). Abduction with dialogical and trialogical means. Logic Journal of IGPL, 14(2), 137–150.CrossRef Paavola, S., Hakkarainen, K., & Sintonen, M. (2006). Abduction with dialogical and trialogical means. Logic Journal of IGPL, 14(2), 137–150.CrossRef
Zurück zum Zitat Paavola, S., Lipponen, L., & Hakkarainen, K. (2004). Models of innovative knowledge communities and three metaphors of learning. Review of Educational Research, 74(4), 557–576.CrossRef Paavola, S., Lipponen, L., & Hakkarainen, K. (2004). Models of innovative knowledge communities and three metaphors of learning. Review of Educational Research, 74(4), 557–576.CrossRef
Zurück zum Zitat Pea, R. D. (1985). Beyond amplification: Using the computer to reorganize mental functioning. Educational Psychologist, 20(4), 167–182.CrossRef Pea, R. D. (1985). Beyond amplification: Using the computer to reorganize mental functioning. Educational Psychologist, 20(4), 167–182.CrossRef
Zurück zum Zitat Pfeifer, A., & Lugrin, B. (2018). Female robots as role-models? - the influence of robot gender and learning materials on learning success. Artificial intelligence in education (pp. 276–280). Cham: Springer International Publishing. Pfeifer, A., & Lugrin, B. (2018). Female robots as role-models? - the influence of robot gender and learning materials on learning success. Artificial intelligence in education (pp. 276–280). Cham: Springer International Publishing.
Zurück zum Zitat Sami, P. & Kai, H. (2009). From meaning making to joint construction of knowledge practices and artefacts: A trialogical approach to cscl. In Proceedings of the 9th international conference on computer supported collaborative learning-volume 1 (pp. 83–92). Sami, P. & Kai, H. (2009). From meaning making to joint construction of knowledge practices and artefacts: A trialogical approach to cscl. In Proceedings of the 9th international conference on computer supported collaborative learning-volume 1 (pp. 83–92).
Zurück zum Zitat Schank, R. C., Berman, T. R., & Macpherson, K. A. (1999). Learning by doing. Instructional-design theories and models: A new paradigm of instructional theory, 2(2), 161–181. Schank, R. C., Berman, T. R., & Macpherson, K. A. (1999). Learning by doing. Instructional-design theories and models: A new paradigm of instructional theory, 2(2), 161–181.
Zurück zum Zitat Shiomi, M., Kanda, T., Howley, I., Hayashi, K., & Hagita, N. (2015). Can a social robot stimulate science curiosity in classrooms? International Journal of Social Robotics, 7(5), 641–652.CrossRef Shiomi, M., Kanda, T., Howley, I., Hayashi, K., & Hagita, N. (2015). Can a social robot stimulate science curiosity in classrooms? International Journal of Social Robotics, 7(5), 641–652.CrossRef
Zurück zum Zitat Sowells, E., Waller, L., Ofori-Boadu, A. & Bullock, G. (2016). Using technology summer camp to stimulate the interest of female high school students in technology careers. In Management of engineering and technology (picmet), 2016 portland international conference on (pp. 1688–1696). Sowells, E., Waller, L., Ofori-Boadu, A. & Bullock, G. (2016). Using technology summer camp to stimulate the interest of female high school students in technology careers. In Management of engineering and technology (picmet), 2016 portland international conference on (pp. 1688–1696).
Zurück zum Zitat Tanaka, F. & Matsuzoe, S. (2012). Children teach a care-receiving robot to promote their learning: Field experiments in a classroom for vocabulary learning. Journal of Human-Robot Interaction 1(1). Tanaka, F. & Matsuzoe, S. (2012). Children teach a care-receiving robot to promote their learning: Field experiments in a classroom for vocabulary learning. Journal of Human-Robot Interaction 1(1).
Zurück zum Zitat Timms, M. J. (2016). Letting artificial intelligence in education out of the box: Educational cobots and smart classrooms. International Journal of Artificial Intelligence in Education, 26, 701–712.CrossRef Timms, M. J. (2016). Letting artificial intelligence in education out of the box: Educational cobots and smart classrooms. International Journal of Artificial Intelligence in Education, 26, 701–712.CrossRef
Zurück zum Zitat Tomara, M., Tselfes, V., & Gouscos, D. (2017). Instructional strategies to promote conceptual change about force and motion: A review of the literature. Themes in Science and Technology Education, 10(1), 1–16. Tomara, M., Tselfes, V., & Gouscos, D. (2017). Instructional strategies to promote conceptual change about force and motion: A review of the literature. Themes in Science and Technology Education, 10(1), 1–16.
Zurück zum Zitat Vaughan, R. (2008). Massively multi-robot simulation in stage. Swarm Intelligence, 2(2), 189–208.CrossRef Vaughan, R. (2008). Massively multi-robot simulation in stage. Swarm Intelligence, 2(2), 189–208.CrossRef
Zurück zum Zitat Von Korff, J., Archibeque, B., Gomez, K. A., Heckendorf, T., McKagan, S. B., Sayre, E. C., & Sorell, L. (2016). Secondary analysis of teaching methods in introductory physics: A 50 k-student study. American Journal of Physics, 84(12), 969–974.CrossRef Von Korff, J., Archibeque, B., Gomez, K. A., Heckendorf, T., McKagan, S. B., Sayre, E. C., & Sorell, L. (2016). Secondary analysis of teaching methods in introductory physics: A 50 k-student study. American Journal of Physics, 84(12), 969–974.CrossRef
Zurück zum Zitat Vygotsky, L. S. (2012). The collected works of ls vygotsky: Scientific legacy. Berlin: Springer. Vygotsky, L. S. (2012). The collected works of ls vygotsky: Scientific legacy. Berlin: Springer.
Zurück zum Zitat White, H., & Sabarwal, S. (2014). Quasi-experimental design and methods. Methodological briefs: Impact Evaluation, 8, 1–16. White, H., & Sabarwal, S. (2014). Quasi-experimental design and methods. Methodological briefs: Impact Evaluation, 8, 1–16.
Metadaten
Titel
Learning Newtonian Physics through Programming Robot Experiments
verfasst von
Paola Ferrarelli
Luca Iocchi
Publikationsdatum
18.03.2021
Verlag
Springer Netherlands
Erschienen in
Technology, Knowledge and Learning / Ausgabe 4/2021
Print ISSN: 2211-1662
Elektronische ISSN: 2211-1670
DOI
https://doi.org/10.1007/s10758-021-09508-3

Weitere Artikel der Ausgabe 4/2021

Technology, Knowledge and Learning 4/2021 Zur Ausgabe

    Marktübersichten

    Die im Laufe eines Jahres in der „adhäsion“ veröffentlichten Marktübersichten helfen Anwendern verschiedenster Branchen, sich einen gezielten Überblick über Lieferantenangebote zu verschaffen.