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Analysis of Student Self-Efficacy During an Integrated, Life-Centered Robotics Learning Experience Cover

Analysis of Student Self-Efficacy During an Integrated, Life-Centered Robotics Learning Experience

By:  and    
Open Access
|Nov 2025

References

  1. Anwar, S., Bascou, N., Menekse, M., & Kardgar, A. (2019). A Systematic Review of Studies on Educational Robotics. Journal of Pre-College Engineering Education Research (J-PEER), 9(2). 10.7771/2157-9288.1223
  2. Ayar, M. C. (2015). First-Hand Experience with Engineering Design and Career Interest in Engineering: An Informal STEM Education Case Study. Educational Sciences: Theory and Practice, 15(6), 16551675.
  3. Bandura, A. (1997). Self-efficacy: The exercise of control. New York, NY: W. H. Freeman.
  4. Burack, C., Melchior, A., & Hoover, M. (2019). Do After-School Robotics Programs Expand the Pipeline into STEM Majors in College? Journal of Pre-College Engineering Education Research (J-PEER), 9(2). 10.7771/2157-9288.1244
  5. Burghardt, M. D., & Hacker, M. (2004). Informed Design: A Contemporary Approach to Design Pedagogy as the Core Process in Technology. Technology Teacher, 64(1), 6.
  6. Burke, B. N. (2014). The ITEEA 6E Learning ByDesignTM Model: Maximizing Informed Design and Inquiry in the Integrative STEM Classroom. Technology and Engineering Teacher, 73(6), 1419.
  7. Chalmers, C. (2018). Robotics and computational thinking in primary school. International Journal of Child-Computer Interaction, 17, 93100. 10.1016/j.ijcci.2018.06.005
  8. Chang, C.-C., & Chen, Y. (2020). Cognition, Attitude, and Interest in Cross-Disciplinary I STEM Robotics Curriculum Developed by Thematic Integration Approaches of Webbed and Threaded Models: A Concurrent Embedded Mixed Methods Study. Journal of Science Education and Technology, 29(5), 622634. 10.1007/s10956-020-09841-9
  9. Ching, Y.-H., Yang, D., Wang, S., Baek, Y., Swanson, S., & Chittoori, B. (2019). Elementary School Student Development of STEM Attitudes and Perceived Learning in a STEM Integrated Robotics Curriculum. TechTrends, 63(5), 590601. 10.1007/s11528-019-00388-0
  10. Committee on Educator Capacity Building in K-12 Engineering Education, Board on Science Education, Division of Behavioral and Social Sciences and Education, National Academy of Engineering, & National Academies of Sciences, Engineering, and Medicine. (2020). Building Capacity for Teaching Engineering in K-12 Education. National Academies Press. 10.17226/25612
  11. Creswell, J. W. (2011). Research design: Qualitative, quantitative, and mixed methods approaches. Sage.
  12. Crismond, D. P., & Adams, R. S. (2012). The Informed Design Teaching and Learning Matrix. Journal of Engineering Education, 101(4), 738797. 10.1002/j.21689830.2012.tb01127.x
  13. Driscoll, M. P. (2014). Psychology of learning for instruction. Pearson Education.
  14. Eguchi, A., & Uribe, L. (2017). Robotics to promote STEM learning: Educational robotics unit for 4th grade science. 2017 IEEE Integrated STEM Education Conference (ISEC), 186194. 10.1109/ISECon.2017.7910240
  15. Gay, L. R., Mills, G. E., & Airasian, P. W. (2012). Educational research: Competencies for analysis and applications (10th ed). Pearson.
  16. Honey, M., Pearson, G., & Schweingruber, H. (Eds.). (2014). STEM Integration in K-12 Education: Status, Prospects, and an Agenda for Research (p. 18612). National Academies Press. 10.17226/18612
  17. Howard, G., & Dailey, P. (1979). Response-Shift Bias: A Source of Contamination of Self Report Measures. Journal of Applied Psychology, 64(2), 144150. 0021 9010/79/6402-0144
  18. International Technology and Engineering Educators Association. (2020). Standards for Technological and Engineering Literacy: The role of Technology and Engineering in STEM education. https://www.iteea.org/STEL.aspx
  19. Jackson, A., Mentzer, N., & Kramer-Bottiglio, R. (2019). Pilot analysis of the impacts of soft robotics design on high-school student engineering perceptions. International Journal of Technology and Design Education, 29(5), 10831104. 10.1007/s10798-018-9478-8
  20. Jung, S. E., & Won, E. (2018). Systematic Review of Research Trends in Robotics Education for Young Children. Sustainability, 10(4), Article 4. 10.3390/su10040905
  21. Karahoca, D., Karahoca, A., & Uzunboylub, H. (2011). Robotics teaching in primary school education by project-based learning for supporting science and technology courses. Procedia Computer Science, 3, 14251431. 10.1016/j.procs.2011.01.025
  22. Khan, B., Robbins, C., & Okrent, A. (2020). The State of U.S. Science and Engineering 2020 (p. 32). National Science Board. https://ncses.nsf.gov/pubs/nsb20201
  23. Kim, S., Tsourdos, A., Oh, H., Kolaman, A., White, B., & Guterman, H. (2011). Educational hands-on testbed using Lego robot for learning guidance, navigation, and control*. IFAC Proceedings Volumes, 44(1), 51705175. 10.3182/20110828-6-IT-1002.02754
  24. Knop, L., Ziaeefard, S., Ribeiro, G. A., Page, B. R., Ficanha, E., Miller, M. H., Rastgaar, M., & Mahmoudian, N. (2017). A human-interactive robotic program for middle school STEM education. 2017 IEEE Frontiers in Education Conference (FIE), 17. 10.1109/FIE.2017.8190575
  25. Lam, T. C. M., & Bengo, P. (2003). A comparison of three retrospective self-reporting methods of measuring change in instructional practice. American Journal of Evaluation, 24(1), 6580.
  26. Lomask, M., Crismond, D., & Hacker, M. (2018). Using Teaching Portfolios to Revise Curriculum and Explore Instructional Practices of Technology and Engineering Education Teachers. Journal of Technology Education, 29(2), 5472. 10.21061/jte.v29i2.a.4
  27. Mamaril, N. A., Usher, E. L., Li, C. R., Economy, D. R., & Kennedy, M. S. (2016). Measuring Undergraduate Students’ Engineering Self-Efficacy: A Validation Study. Journal of Engineering Education, 105(2), 366395. 10.1002/jee.20121
  28. Miller, K., Sonnert, G., & Sadler, P. (2018). The influence of students’ participation in STEM competitions on their interest in STEM careers. International Journal of Science Education, Part B, 8(2), 95114. 10.1080/21548455.2017.1397298
  29. Murphy, R. R. (2001). “Competing” for a robotics education. IEEE Robotics Automation Magazine, 8(2), 4455. IEEE Robotics Automation Magazine. 10.1109/100.932757
  30. National Academy of Engineering. (2008). Changing the Conversation: Messages for Improving Public Understanding of Engineering. National Academies Press. 10.17226/12187
  31. National Center for Educational Statistics. (2021). School Detail for East Coweta Middle School. National Center for Education Statistics. https://nces.ed.gov/ccd/schoolsearch/school_detail.asp?Search=1&DistrictID=1301500&ID=130150002027
  32. National Research Council (with Committee on a Conceptual Framework for New K-12 Science Education Standards, Board on Science Education; Division of Behavioral and Social Sciences and, & Education). (2012). A Framework for K-12 Science Education: Practices, Crosscutting Concepts, and Core Ideas. 10.17226/13165
  33. National Science & Technology Council. (2018). Charting a Course for Success: America’s Strategy for STEM Education. https://trumpwhitehouse.archives.gov/wpcontent/uploads/2018/12/STEM-Education-Strategic-Plan-2018.pdf
  34. Privitera, G. J. (2018). Statistics for the behavioral sciences (Third Edition). SAGE.
  35. Schunk, D. H., & Pajares, F. (2010). Self-Efficacy Beliefs. 668672. 10.1016/B978-0-08-044894-7.00620-5
  36. Screpanti, L., Cesaretti, L., Mazzieri, E., Marchetti, L., Baione, A., & Scaradozzi, D. (2018). An Educational Robotics activity to promote gender equality in STEM Education.
  37. Stewardson, G. A., Robinson, T. P., Furse, J. S., & Pate, M. L. (2019). Investigating the Relationship between VEX Robotics and Student Self-Efficacy: An Initial Look. International Journal of Technology and Design Education, 29(4), 877896. 10.1007/s10798-018-9461-4
  38. Sullivan, A., & Bers, M. U. (2019). VEX Robotics Competitions: Gender Differences in Student Attitudes and Experiences. Journal of Information Technology Education: Research, 18, 97112.
  39. Thibaut, L., Knipprath, H., Dehaene, W., & Depaepe, F. (2018). The influence of teachers’ attitudes and school context on instructional practices in integrated STEM education. Teaching and Teacher Education, 71, 190205. 10.1016/j.tate.2017.12.014
  40. Üçgül, M., & Altıok, S. (2021). You are an astroneer: The effects of robotics camps on secondary school students’ perceptions and attitudes towards STEM. International Journal of Technology and Design Education. 10.1007/s10798-021-09673-7
  41. U.S. Bureau of Labor Statistics. (2020, May). STEM Occupations: U.S. Bureau of Labor Statistics. STEM Occupations. https://www.bls.gov/emp/graphics/2020/stem-occupations.htm
Language: English
Page range: 68 - 93
Submitted on: Sep 25, 2024
Accepted on: Oct 16, 2025
Published on: Nov 7, 2025
Published by: Virginia Tech
In partnership with: Paradigm Publishing Services

© 2025 Tonya Isabell, Nathan Mentzer, published by Virginia Tech
This work is licensed under the Creative Commons Attribution 4.0 License.