Abstract
The quest to find innovative ways to implement the teaching–learning process to provide students a significant learning environment has intensified. The inclusion of technology in this process has supported this activity and has induced the appearance of new didactic strategies such as Flipped Learning, among others. While there seems to be an agreement about the advantages and benefits of this strategy compared to others, there is limited evidence about its effectiveness upon student knowledge. Furthermore, research about the relationship between this strategy and the characteristics of the students is scarce. This work aims to study the effects of the Flipped Learning strategy on the learning process of students as well as its association with student characteristics. A quantitative study was applied to 460 students majoring in design, engineering or architecture programs. A Flipped Learning methodology was evaluated in a pre-test/post-test process with focus and control groups. Normalized learning gains were measured to know if the students’ learning outcomes increased when compared to a traditional pedagogic strategy. Additionally, a study of the relationship between these learning gains and the learning styles of the students was conducted. Significant results were found that point to the benefits of Flipped Learning. From a statistical analysis, it was found that students in the focus group had a better performance than students in the control group. This difference is between 0.97280% and 22.79337%. Also, Kinesthetic students had the best learning gains, followed by students in the R, RK, and VRK classifications.














Similar content being viewed by others
References
Spector, J., Merrill, M., Driscoll, M.: Handbook of research on educational communications and technology. Taylor & Francis Group, LLC., New York (2008)
Renes, S., Strange, A.: Using technology to enhance higher education. Innov. High. Educ. 36(3), 203–213 (2010)
Sharpe, R., Benfield, G., Roberts, G., Francis, R.: The undergraduate experience of blended e-learning: a review of UK literature and practice. The Higher Education Academy, pp. 18–26 (2006)
Daradoumis, T., Bassi, R., Xhafa, F., Caballe, S.: A review on massive e-learning (MOOC) design, delivery and assessment. In: 2013 Eighth International Conference on P2P, Parallel, Grid, Cloud and Internet Computing (3PGCIC), pp. 208–213 (2013)
Ruiz, M.V., Saorín, J.M.: La evaluación auténtica de los procesos educativos. Rev. Iberoam. Educ. 64, 11–25 (2014)
Apple, Inc. Challengebasedlearning.org. Challenge Based Learning—Welcome to Challenge-Based-Learning! https://www.challengebasedlearning.org/pages/welcome. Accessed 25 Jan. 2016
Nah, F.F.H., Zeng,Q., Telaprolu, V.R., Ayyappa, A.P., Eschenbrenner, B.: Gamification on education: a review of literature. In: HCI in Business Lecture Notes in Computer Science, vol. 8527, pp. 401–409 (2014)
Bishop, J.L., Verleger, M.A.: The flipped classroom: a survey of the research. In: 120th ASEE Annual Conference & Exposition. American Society for Engineering Education (2013)
Toto, R., Nguyen, H.: Flipping the work design in an industrial engineering course. In: Frontiers in Education Conference, FIE 2009. 39th IEEE, pp. 1–4 (2009)
Flippedlearning.org. Definition/Definition. https://flippedlearning.org/definition-of-flipped-learning/ (2015). Accessed 21 December 2017
Amresh, A., Carberry, A.R., Femiani, J.: Evaluating the effectiveness of flipped classrooms for teaching CS1. In: Proceedings of Frontiers in Education Conference, FIE, pp. 733–735. IEEE Xplore Digital Library, Oklahoma City (2013)
Love, B., Hodge, A., Grandgenett, N., Swift, A.W.: Student learning and perceptions in a flipped linear algebra course. Int. J. Math. Educ. Sci. Technol. 45, 317–324 (2014)
Chao, C.-Y., Chen, Y.-T., Chuang, K.-Y.: Exploring students’ learning attitude and achievement in flipped learning supported-computer-aided design curriculum: a study in high school engineering education. Comput. Appl. Eng. Educ. 23(4), 514–526 (2015)
Karabulut-Ilgu, A., Jaramillo Cherrez, N., Jahren, C.T.: A systematic review of research on the flipped learning method in engineering education. Br. J. Educ. Technol. pp. 1–14 (2017). Retrieved from http://onlinelibrary.wiley.com/doi/10.1111/bjet.12548/full
Lo, C.K., Hew, K.F.: Using “first principles of instruction” to design mathematics flipped classroom: the findings of two exploratory studies. Educ. Technol. Soc. 20(1), 222–236 (2017)
DeLozier, S.J., Rhodes, M.G.: Flipped class-rooms: a review of key ideas and recommendations for practice. Educ Psychol Rev 29(1), 141–151 (2017). https://doi.org/10.1007/s10648-015-9356-9
Cassidy, S.: Learning styles: an overview of theories, models, and measures. Educ. Psychol. 24(4), 419–444 (2004)
Bi, X.: Associations between psychosocial aspects of English classroom environments and motivation types of Chinese tertiary-level English majors. Learn. Environ. Res. 18(1), 95–110 (2015)
Morris, C., Chikwa, G.: Screencasts: how effective are they and how do students engage with them? Act. Learn. High Educ. 15(1), 25–37 (2014)
Kart, M.: Effects of learning styles on student outcomes in a general education computing course. J. Comput. Sci. Coll. 30(4), 37–43 (2015)
Fleming, N., Baume, D.: Learning styles again: VARK-ing up the right tree! Educ. Dev. 7(4), 4 (2006)
Felder, R.M., Silverman, L.K.: Learning and teaching styles in engineering education. Eng. Educ. 78(7), 674–681 (1988)
Fleming, N.: VARK: a guide to learning styles [online]. URL: http://vark-learn.com/the-vark-questionnaire/. Accessed 21 December 2017
Chen, H.Y.-L., Chen N.S.: Design and evaluation of a flipped course adopting the holistic flipped classroom approach. In: 2014 IEEE 14th International Conference on Advanced Learning Technologies (ICALT). IEEE (2014)
Zayapragassarazan, Z., Kumar, S.: Active learning methods. Online Submission 19(1) (2012)
Giorgdze, M., Dgebuadze, M.: Interactive teaching methods: challenges and perspectives. Int. E-J. Adv. Educ. 3(9), 544–548 (2017)
Roehl, A., Reddy, S.L., Shannon, G.J.: The flipped classroom: an opportunity to engage millennial students through active learning strategies. J. Fam. Consum. Sci. 105(2), 44–49 (2013)
Kim, H.-S., Jeong, K.-O.: A study on the flipped instructional model to support active and interactive learning. In: 2016 International Conference on Platform Technology and Service (PlatCon). IEEE (2016)
Hake, R.: Interactive-engagement versus traditional methods: a six-thousand-student survey of mechanics test data for introductory physics courses. Am. J. Phys. 66(1), 64 (1998)
Zimmerman, D.W.: Comparative power of student t test and Mann-Whitney U test for unequal sample sizes and variances. J. Exp. Educ. 55(3), 171–174 (1987)
Mason, G.S., Shuman, T.R., Cook, K.E.: Comparing the effectiveness of an inverted classroom to a traditional classroom in an upper-division engineering course. IEEE Trans. Educ. 56(4), 430–435 (2013)
Hartley, M.S., Treagust, D.F.: Learner perceptions of the introduction of computer-assisted learning in mathematics at a peri-urban school in South Africa. Learn. Environ. Res. 17(1), 95–111 (2014)
Lacher, L.L., Lewis, M.C.: The effectiveness of video quizzes in a flipped class. In: Proceedings of the 46th ACM Technical Symposium on Computer Science Education. ACM, pp. 224–228 (2015)
Gehringer, E.F., Peddycord III, B.W.: The inverted- lecture model: a case study in computer architecture. In: Proceeding of the 44th ACM technical symposium on Computer science education. ACM, pp. 489–494 (2013)
Li, S., Dan, F.: Factors of college students in the flipped classroom. In: 2015 10th International Conference on Computer Science & Education (ICCSE). IEEE, pp. 805–809 (2015)
Baldwin, D.: Can we flip non-major programming courses yet? In: Proceedings of the 46th ACM Technical Symposium on Computer Science Education. ACM, pp. 563–568 (2015)
O’Flaherty, J., Phillips, C.: The use of flipped classrooms in higher education: a scoping review. Internet High. Educ. 25, 85–95 (2015)
Jensen, J.L., Kummer, T.A., d M Godoy, P.D.: Improvements from a flipped classroom may simply be the fruits of active learning. CBE Life Sci. Educ. 14(1), ar5 (2015). https://doi.org/10.1187/cbe.14-08-0129
Mooi, E., Sarstedt, M.: Cluster analysis, pp. 237–284. Springer, Berlin (2010)
Arnup, J.L., Murrihy, C., Roodenburg, J., McLean, L.A.: Cognitive style and gender differences in children’s mathematics achievement. Educ. Stud. 39(3), 355–368 (2013)
Alaoutinen, S.: Effects of learning style and student back- ground on self-assessment and course performance. In: Proceedings of the 10th Koli Calling International Conference on Computing Education Research. ACM, pp. 5–12 (2010)
Wolfman, S.A., Bates, R.A.: Kinesthetic learning in the classroom. J. Comput. Sci. Coll. 21(1), 203–206 (2015)
Caponetto, I., Earp, J., Ott, M.: Gamification and education: a literature review. In: European Conference on Games Based Learning, vol. 1. Academic Conferences International Limited (2014)
Nwokeji, J.C., Holmes, T.S.: The impact of learning styles on student performance in flipped pedagogy. In: Frontiers in Education Conference (FIE). IEEE (2017)
Pardo, A., Mirriahi, N., Dawson, S., Zhao, Y., Zhao, A., Gašević, D.: Identifying learning strategies associated with active use of video annotation software. In: Proceedings of the Fifth International Conference on Learning Analytics and Knowledge. ACM, pp. 255–259 (2015)
Khan, M., Ibrahim, M.: Flipped classroom in technology courses-impact on personal efficacy and perception based on learning style preferences. In: 2017 IEEE Integrated STEM Education Conference (ISEC). IEEE (2017)
Bergmann, J., Sams, A.: Flipped Learning: Gateway to Student Engagement. International Society for Technology in Education, Washington, D.C. (2014)
Hayashi, Y., Fukamachi, K.-I., Komatsugawa, H.: Collaborative learning in computer programming courses that adopted the flipped classroom. In: 2015 International Conference on Learning and Teaching in Computing and Engineering (LaTiCE). IEEE (2015)
Acknowledgements
The authors would like to acknowledge the financial and the technical support of Writing Lab, TecLabs, Tecnologico de Monterrey, Mexico, in the production of this work. The authors would like to acknowledge the professors and directors who supported the implementation of the present study in courses of the Mexico City campus of Tecnologico de Monterrey.
Author information
Authors and Affiliations
Corresponding author
Additional information
Publisher’s Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Huesca Juárez, G., Medina Herrera, L.M. Learning gain study in a strategy of flipped learning in the undergraduate level. Int J Interact Des Manuf 13, 1245–1258 (2019). https://doi.org/10.1007/s12008-019-00594-3
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s12008-019-00594-3