TPACK: Technological, Pedagogical and Content Model Necessary to Improve the Educational Process on Mathematics through a Web Application?

• Autores: Ricardo Adán Salas Rueda
• Localización: International Electronic Journal of Mathematics Education, ISSN-e 1306-3030, Vol. 15, Nº. 1, 2020
• Idioma: inglés
• Enlaces
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• Dialnet Métricas: 1 Cita
• Resumen

  • This quantitative research aims to analyze the design and implementation of the Web Application on the educational process of the Linear Function (WALF) considering the TPACK (Technological Pedagogical and Content Knowledge) model and data science. The sample consists of 45 students who studied the Basic Math course at a Mexican university during the 2015 school year. The TPACK model allows the planning and organization of WALF through technological knowledge (HTML and PHP languages), content knowledge (formulas on the linear function and slope) and pedagogical knowledge (data simulation). The results of machine learning (linear regression) with 50%, 60% and 70% of training indicate that the contents of WALF influence the assimilation of knowledge about the identification and evaluation of the linear function. Data science identifies 2 predictive models on the use of WALF in the field of mathematics by means of the decision tree technique. Finally, the TPACK model facilitates the implementation of technological tools and construction of educational virtual spaces through technological, content and pedagogical knowledge.

• Referencias bibliográficas
  • Agreda-Montoro, M., Ortiz-Colón, A. M., Rodríguez-Moreno, J., & Steffens, K. (2019). Emerging technologies: Analysis and current perspectives....
  • Brantley-Dias, L., & Ertmer, P. A. (2013). Goldilocks and TPACK: Is the Construct ‘Just Right? Journal of Research on Technology in Education,...
  • Bueno-Alastuey, M. C., Villarreal, I., & García-Esteban, S. (2018). Can telecollaboration contribute to the TPACK development of pre-service...
  • Cabero-Almenara, J., Arancibia, M. L., & Prete, A. (2019). Technical and Didactic Knowledge of the Moodle LMS in Higher Education. Beyond...
  • Cabero-Almenara, J., Roig-Vila, R., & Mengual-Andrés, S. (2017). Technological, Pedagogical, and Content Knowledge of Future Teachers...
  • Cardellino, P., Araneda, C., & García, R. (2017). Classroom environments: an experiential analysis of the pupil–teacher visual interaction...
  • Cejas-León, R., Navío-Gámez, A., & Barroso-Osuna, J. (2016). The university teacher’s abilities from the tpack model (technological and...
  • Chen, Y. H., & Jang, S. J. (2014). Interrelationship between Stages of Concern and Technological, Pedagogical, and Content Knowledge:...
  • Cheng, S. L., & Xie, K. (2018). The relations among teacher value beliefs, personal characteristics, and TPACK in intervention and non-intervention...
  • Chua, J. H., & Jamil, H. (2014). The Effect of Field Specialization Variation on Technological Pedagogical Content Knowledge (TPACK) Among...
  • Earle, J. E., & Fraser, B. J. (2017). Evaluating online resources in terms of learning environment and student attitudes in middle-grade...
  • Fathelrahman, A. (2019). Using reflection to improve distance learning course delivery: a case study of teaching a management information...
  • Gómez, M. (2015). When Circles Collide: Unpacking TPACK Instruction in an Eighth-Grade Social Studies Classroom. Computers in the Schools,...
  • Han, X., Wang, Y., & Jiang, L. (2019). Towards a framework for an institution-wide quantitative assessment of teachers’ online participation...
  • Kartal, B. & Cinar, C. (2018). Examining Pre-Service Mathematics Teachers’ Beliefs of TPACK during a Method Course and Field Experience....
  • Kwon, K., Park, S. J., Shin, S., & Chang, C. Y. (2019). Effects of different types of instructor comments in online discussions. Distance...
  • Leiva-Núñez, J. P., Ugalde-Meza, L., & Llorente-Cejudo. C. (2018). The tpack model in initialteacher training: model university of playa...
  • Magen, N., & Steinberger, P. (2017). Characteristics of an innovative learning environment according to students’ perceptions: actual...
  • Martin, F., Ritzhaupt, A., Kumar, S., & Budhrani, K. (2019). Award-winning faculty online teaching practices: Course design, assessment...
  • Oster-Levinz, A., & Klieger, A. (2010). Indicator for technological pedagogical content knowledge (tpack) evaluation of online tasks....
  • Ozudogru, M., & Ozudogru, F. (2019). Technological Pedagogical Content Knowledge of Mathematics Teachers and the Effect of Demographic...
  • Phillips, M. (2016). Re-contextualising TPACK: exploring teachers’ (non-)use of digital technologies. Technology, Pedagogy and Education,...
  • Salas-Rueda, R. A. (2018). Use of the tpack model as an innovation tool for the teaching-learning process on mathematics. Perspectiva educacional,...
  • Salas-Rueda, R. A., & Vázquez-Estupiñán, J. J. (2017). Innovation in the higher educational process through erpag cloud service. Revista...
  • Salas-Rueda, R. A., Salas-Rueda, E. P., & Salas-Rueda, R. D. (2019). Design and use of a web application for the field of statistics considering...
  • Sancar-Tokmak, H., & Yanpar-Yelken, T. (2015). Effects of creating digital stories on foreign language education pre-service teachers’...
  • Shah, M., & Cheng, M. (2019). Exploring factors impacting student engagement in open access courses. Open Learning: The Journal of Open,...
  • Turgut, Y. (2017). Tracing preservice English language teachers’ perceived TPACK in sophomore, junior, and senior levels. Cogent Education,...
  • Urban, E. R., Navarro, M., & Borron, A. (2018). TPACK to GPACK? The examination of the technological pedagogical content knowledge framework...
  • Vaerenewyck, L. M., Shinas, V. H., & Steckel, B. (2017). Sarah’s Story: One Teacher’s Enactment of TPACK+ in a History Classroom....
  • Zhang, J., Lou, X., Zhang, H., & Zhang, J. (2019). Modeling collective attention in online and flexible learning environments. Distance...
  • Zhu, M., Herring, S., & Bonk, C. J. (2019). Exploring presence in online learning through three forms of computer-mediated discourse analysis....