Determining factors that make it possible to establish typologies of teachers in the context of technological innovation in education.

Authors

DOI: https://doi.org/10.6018/red.499171
Keywords: Competencia digital, Perfiles Docentes, Tecnología digital, Tecnología educativa, Usos educativos de la tecnología

Abstract

The figure of the teacher plays a fundamental role in the integration of digital technologies (TD) in the teaching-learning process. From this perspective, several studies have been carried out with the aim of defining the most influential variables and/or factors in the adoption, use and integration of TD from the teacher's perspective, of which very few conclude with a clear definition. From this point of view, the study aims to design an explanatory theoretical instructional model of the different teacher profiles that brings together all the variables and factors that can intervene in the integration of digital technologies in the educational environment, focusing on the needs, types and characteristics of teachers. Based on the analysis of the literature and previous pragmatic studies, different variables have been identified that influence the integration of TD and that have allowed the design of a model of teacher profiles from the perspective of teaching practice, which determine the stages of adoption, applying contextual paradigms. The study concludes that the determining variables for the appropriation of TD from the context of teachers are Attitude and Self-efficacy, to which are added the factors: Usefulness of use, Ownership, access to TD, Teacher training, Ease of use, Importance, social pressure and Interest in TDs. These variables and factors lead to the creation of an instructional model of theoretical and explanatory approximation of the five teacher profiles with respect to the adoption, use and integration of TD in the educational process, which we have labelled as: "resistant", "confused", "adopter", "persuaded" and "innovator".

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Admiraal, W., Louws, M., Lockhorst, D., Paas, T., Buynsters, M., Cviko, A., Janssen, C., de Jonge, M., Nouwens, S., Post, L., van der Ven, F., & Kester, L. (2017). Teachers in school-based technology innovations: A typology of their beliefs on teaching and technology. Computers and Education, 114, 57–68. https://doi.org/10.1016/j.compedu.2017.06.013

Aguilar-Flores, S. M., & Chiang-Vega, M. M. (2020). Factores que determinan el uso de las TIC en adultos mayores de Chile. Revista Científica, 39(3), 296–308. https://doi.org/10.14483/23448350.16054

Agyei, D. D., & Voogt, J. M. (2011). Exploring the potential of the will, skill, tool model in Ghana: Predicting prospective and practicing teachers’ use of technology. Computers and Education, 56(1), 91–100. https://doi.org/10.1016/j.compedu.2010.08.017

Araiza, M., & Pedraza, E. (2019). Discernimiento de los docentes por género en el uso de las TIC en el aula a partir de las competencias digitales. Espacios, 40(21), 21–28.

Babić, S., Sučić, S. K., & Sinković, G. (2020). Understanding the Factors that Influence Secondary School Teachers’ Intention to Use e-Learning Technologies for Teaching After the COVID-19 Pandemic. 2020 43rd International Convention on Information, Communication and Electronic Technology (MIPRO), 848–853. https://doi.org/10.23919/MIPRO48935.2020.9245433

Badia, A., Campos, L. C., Vargas d’Uniam, J., & Díaz, G. S. (2016). La percepción de la utilidad de la tecnología conforma su uso para enseñar y aprender. Revista Electronica de Investigacion Educativa, 18(3), 92–104. http://www.scielo.org.mx/pdf/redie/v18n3/1607-4041-redie-18-03-00095.pdf

Badia, A., & Iglesias, S. (2019). The Science Teacher Identity and the Use of Technology in the Classroom. Journal of Science Education and Technology, 28(5), 532–541. https://doi.org/10.1007/s10956-019-09784-w

Bandura, A. (1986). Social foundations of thought and action. Englewood Cliffs, NJ, 1986.

Bervell, B., & Umar, I. N. (2017). A decade of LMS acceptance and adoption research in Sub-Sahara African higher education: A systematic review of models, methodologies, milestones and main challenges. Eurasia Journal of Mathematics, Science and Technology Education, 13(11), 7269–7286. https://doi.org/10.12973/ejmste/79444

Bin, E., Islam, A. Y. M. A., Gu, X., Spector, J. M., & Wang, F. L. (2020). A study of Chinese technical and vocational college teachers’ adoption and gratification in new technologies. British Journal of Educational Technology, 0(0). https://doi.org/10.1111/bjet.12915

Birisci, S., & Kul, U. (2019). Predictors of technology integration self-efficacy beliefs of preservice teachers. Contemporary Educational Technology, 10(1), 75–93. https://doi.org/10.30935/cet.512537

Bozkurt, G., & Johnston-Wilder, S. (2011). Factors Influencing Student Teachers’ Use of ICT in Mathematics Teaching. In S.-M. Barton, J. Hedberg, & K. Suzuki (Eds.), Proceedings of Global Learn 2011 (pp. 627–634). Association for the Advancement of Computing in Education (AACE). https://www.learntechlib.org/p/37237

Broadbent, J. (2016). Academic success is about self-efficacy rather than frequency of use of the learning management system. Australasian Journal of Educational Technology, 32(4), 38–49. https://doi.org/10.14742/ajet.2634

Cabero, J., & Barroso, J. (2016). ICT teacher training: a view of the TPACK model. Cultura y Educación, 28(3), 633–663. https://doi.org/10.1080/11356405.2016.1203526

Christensen, R., Eichhorn, K., Prestridge, S., Petko, D., Sligte, H., Baker, R., Alayyar, G., & Knezek, G. (2018). Supporting Learning Leaders for the Effective Integration of Technology into Schools. Technology, Knowledge and Learning, 23(3), 457–472. https://doi.org/10.1007/s10758-018-9385-9

Colás Bravo, P., Rodríguez López, M., & Jiménez Cortés, R. (2005). Evaluación de e-learning. Indicadores de calidad desde el enfoque sociocultural.e. Teoria de La Educación , Educacion y Cultura En La Sociedad de La Informacion. https://campus.usal.es/~teoriaeducacion/rev_numero_06_2/n6_02_art_colas_rodriguez_jimenez.htm

Compeau, D. R., & Higgins, C. A. (1995). Application of Social Cognitive Theory to Training for Computer Skills. 6(2), 118–143.

Cózar, R., del Valle, M., Hernández, J. A., & Hernández, J. R. (2015). Uso de la realidad aumentada en la formacion inicial de maestros. Digital Education, 0(27), 138–153. http://revistes.ub.edu/index.php/der/article/view/11622/pdf

Davies, S., Mullan, J., & Feldman, P. (2017). Rebooting learning for the digital age: What next for technology-enhanced higher education? HEPI Report, 93, 46. http://www.hepi.ac.uk/wp-content/uploads/2017/02/Hepi_Rebooting-learning-for-the-digital-age-Report-93-02_02_17Web.pdf

Donnelly, D., McGarr, O., & O’Reilly, J. (2011). A framework for teachers’ integration of ICT into their classroom practice. Computers and Education, 57(2), 1469–1483. https://doi.org/10.1016/j.compedu.2011.02.014

Drossel, K., Eickelmann, B., & Gerick, J. (2017). Predictors of teachers’ use of ICT in school – the relevance of school characteristics, teachers’ attitudes and teacher collaboration. Education and Information Technologies, 22(2), 551–573. https://doi.org/10.1007/s10639-016-9476-y

Dwyer, D., Ringstaff, C., & Sandholtz, J. H. (1991). Changes in teachers’ beliefs and practices in technology-rich classrooms. Educational Leadership, 48(8), 45–52. http://coe.nevada.edu/nstrudler/ACOTMay91.pdf

Ertmer, P. A., & Ottenbreit-Leftwich, A. T. (2010). Teacher Technology Change. Journal of Research on Technology in Education, 42(3), 255–284. https://doi.org/10.1080/15391523.2010.10782551

European Commission. (2019). 2nd Survey of schools: ICT in education - Objective 1: Benchmarking progress in ICT in schools. https://doi.org/10.2759/23401

Farjat-aguilar, A. A., & Barroso-tanoira, F. G. (2009). Percepción y actitud de los profesores sobre el uso de tec- nologías de la información y la comunicación en el proceso enseñanza-aprendizaje . Un estudio de caso. 7–14.

Fernández-Márquez, E., Leiva-Olivencia, J., & López-Meneses, E. (2018). Competencias digitales en docentes de Educación Superior. Competencias Digitales En Docentes de Educación Superior, 12(1), 213–231. https://doi.org/https://doi.org/10.19083/ridu.12.558

Fernández Tilve, M., & Álvarez Núñez, Q. (2009). Un estudio de caso sobre un proyecto de innovación con TIC en un centro educativo de Galicia: ¿acción o reflexión? Bordón. Revista de Pedagogía, 61(1), 95–108.

Garcia, C., Yot, C., Rodriguez, E., & Zorrilla-Salgador, J. P. (2020). Factores Determinantes Del Uso De Dispositivos Móviles En La Formación Inicial Docente De Uruguay. Educação Em Revista, 36. https://doi.org/10.1590/0102-4698216356

Gewerc, A., & Montero, L. (2013). La integración de las TIC en las instituciones educativas. 6–9. https://doi.org/10.4438/1988-592X-RE-2011-362-163

Gil-Flores, J., Rodríguez-Santero, J., & Torres-Gordillo, J. J. (2017). Factors that explain the use of ICT in secondary-education classrooms: The role of teacher characteristics and school infrastructure. Computers in Human Behavior, 68, 441–449. https://doi.org/10.1016/j.chb.2016.11.057

Goh, E., & Sigala, M. (2020). Integrating Information & Communication Technologies (ICT) into classroom instruction: teaching tips for hospitality educators from a diffusion of innovation approach. Journal of Teaching in Travel and Tourism, 20(2), 156–165. https://doi.org/10.1080/15313220.2020.1740636

Gutiérrez Porlán, I. (2014). Perfil del profesor universitario español en torno a las competencias en tecnologías de la información y la comunicación. Pixel-Bit Revista de Medios y Educación, 51–65. https://doi.org/10.12795/pixelbit.2014.i44.04

Hall, A. B., & Trespalacios, J. (2019). Personalized Professional Learning and Teacher Self-Efficacy for Integrating Technology in K–12 Classrooms. Journal of Digital Learning in Teacher Education, 35(4), 221–235. https://doi.org/10.1080/21532974.2019.1647579

Hao, Y., & Lee, K. S. (2015). Teachers’ concern about integrating Web 2.0 technologies and its relationship with teacher characteristics. Computers in Human Behavior, 48, 1–8. https://doi.org/10.1016/j.chb.2015.01.028

Hassan, T., & Rahim Sajid, A. (2013). ICTs in learning: Problems faced by Pakistan. Journal of Research & Reflections in Education (JRRE), 7(1), 52–64.

Hernández-Ramos, J. P., Martínez-Abad, F., García Peñalvo, F. J., Esperanza Herrera García, M., & Rodríguez-Conde, M. J. (2014). Teachers’ attitude regarding the use of ICT. A factor reliability and validity study. Computers in Human Behavior, 31(1), 509–516. https://doi.org/10.1016/j.chb.2013.04.039

Hidalgo-Cajo, B. G., & Gisbert-Cervera, M. (2021). Diseño y validación de un instrumento para evaluar la adopción de la tecnología digital en el profesorado universitario. Campus Virtuales , Revista Cientifica de Tecnología Educatíva, 10, 51–67. http://www.uajournals.com/campusvirtuales/journal/19/3.pdf

Hidalgo Cajo, B. G., Hidalgo Cajo, D. P., & Hidalgo Cajo, I. M. (2017). El impacto de las redes sociales como herramientas de comunicación, interacción y colaboración en el proceso enseñanza aprendizaje en la educación superior. SATHIRI, 12(104–113). http://revistasdigitales.upec.edu.ec/index.php/sathiri/article/view/56/96

Hixon, E., & Buckenmeyer, J. (2009). Revisiting technology integration in Schools: Implications for professional development. Computers in the Schools, 26(2), 130–146. https://doi.org/10.1080/07380560902906070

Holland, D. D., & Piper, R. T. (2016). A technology integration education (TIE) model for millennial preservice teachers: Exploring the canonical correlation relationships among attitudes, subjective norms, perceived behavioral controls, motivation, and technological, pedagogical, and content . Journal of Research on Technology in Education, 48(3), 212–226. https://doi.org/10.1080/15391523.2016.1172448

Holmes, B., Gardner, J., & Galanouli, D. (2007). Striking the right chord and sustaining successful professional development in information and communications technologies. Journal of In-Service Education, 33(4), 389–404. https://doi.org/10.1080/13674580701687799

Honicke, T., & Broadbent, J. (2016). The influence of academic self-efficacy on academic performance: A systematic review. Educational Research Review, 17, 63–84. https://doi.org/10.1016/j.edurev.2015.11.002

Hu, X., Gong, Y., Lai, C., & Leung, F. K. S. (2018). The relationship between ICT and student literacy in mathematics, reading, and science across 44 countries: A multilevel analysis. Computers and Education, 125, 1–13. https://doi.org/10.1016/j.compedu.2018.05.021

Jo Tondeur, Sarah Van de Velde, Hans Vermeersch, & Mieke Van Houtte. (2016). Gender Differences in the ICT Profile of University Students: A Quantitative Analysis. DiGeSt. Journal of Diversity and Gender Studies, 3(1), 57. https://doi.org/10.11116/jdivegendstud.3.1.0057

Jogezai, N. A., Baloch, F. A., & Ismail, S. A. M. M. (2020). Hindering and enabling factors towards ICT integration in schools: A developing country perspective. Elementary Education Online, 19(3), 1537–1547. https://doi.org/10.17051/ilkonline.2020.733176

Kirkwood, A., & Price, L. (2014). Technology-enhanced learning and teaching in higher education: what is “enhanced” and how do we know? A critical literature review. Learning, Media and Technology, 39(1), 6–36. https://doi.org/10.1080/17439884.2013.770404

Kisirkoi, F. K. (2015). Integration of ICT in Education in a Secondary School in Kenya: A Case Study. Literacy Information and Computer Education Journal, 6(2), 1904–1909. https://doi.org/10.20533/licej.2040.2589.2015.0253

Knezek, G. A., Christensen, R., & Fluke, R. (2003). Testing a will, skill, tool model of technology integration. American Educational Research Association, 4, 1–12. http://www.eric.ed.gov/PDFS/ED475762.pdf

Knezek, G., & Christensen, R. (2008). the Importance of Information Technology Attitudes and Competencies. Computing, 321–331.

Knezek, G., & Christensen, R. (2016). Extending the will, skill, tool model of technology integration: adding pedagogy as a new model construct. Journal of Computing in Higher Education, 28(3), 307–325. https://doi.org/10.1007/s12528-016-9120-2

Koehler, M. J., & Mishra, P. (2009). What is technological pedagogical content knowledge? Contemporary Issues in Technology and Teacher Education. Education & Information Technology Library, 9(1), 60–70. http://www.tpck.org/.

Krumsvik, R. (2009). Situated learning in the network society and the digitised school. European Journal of Teacher Education, 32(2), 167–185. https://doi.org/10.1080/02619760802457224

Li, L. Y., & Tsai, C. C. (2017). Accessing online learning material: Quantitative behavior patterns and their effects on motivation and learning performance. Computers and Education, 114, 286–297. https://doi.org/10.1016/j.compedu.2017.07.007

Luan, W. S., & Teo, T. (2009). Investigating the Technology Acceptance among Student Teachers in Malaysia: An Application of the Technology Acceptance Model (TAM). The Asia-Pacific Education Researcher, 18(2). https://doi.org/10.3860/taper.v18i2.1327

Mama-Timotheou, M., & Hennessy, S. (2013). Developing a typology of teacher beliefs and practices concerning classroom use of ICT. Computers and Education, 68, 380–387. https://doi.org/10.1016/j.compedu.2013.05.022

Marín-Díaz, V., Riquelme, I., & Cabero-Almenara, J. (2020). Uses of ICT tools from the perspective of chilean university teachers. Sustainability (Switzerland), 12(15), 1–12. https://doi.org/10.3390/su12156134

Martin-Garcia, A. V, Hernandez-Serrano, J., & Sánchez Gómez, M. C. (2014). Fases y clasificación de adoptantes de blended learning En Contextos Universitarios . 4, 457–477.

Mercader, C. (2019). Las resistencias del profesorado universitario a la utilización de las tecnologías digitales. Aula Abierta, 48(2), 167. https://doi.org/10.17811/rifie.48.2.2019.167-174

Mirzajani, H., Mahmud, R., Mohd, A., & Su-Luan, W. (2015). A Review of Research Literature on Obstacles that Prevent Use of ICT in Pre-Service Teachers’ Educational Courses. International Journal of Education and Literacy Studies, 3(2). https://doi.org/10.7575/aiac.ijels.v.3n.2p.25

Morales Arce, V. (2013). Desarrollo de competencias digitales docentes en la educación básica. Apertura: Revista de Innovación Educativa, 5(1), 88–97.

Morales, C. (2000). Etapas de adopción de la tecnología informática al salón de clases. 1–11.

Mosquera-González, D., Valencia-Arias, A., Benjumea-Arias, M., & Palacios-Moya, L. (2021). Factors associated with using information and communication technologies (ICT) in the learning processes of engineering students. Formacion Universitaria, 14(2), 121–132. https://doi.org/10.4067/S0718-50062021000200121

Muhaimin, A., Habibi, A., Mukminin, A., & Hadisaputra, P. (2020). Science teachers’ integration of digital resources in education: A survey in rural areas of one Indonesian province. Heliyon, 6(8), e04631. https://doi.org/10.1016/j.heliyon.2020.e04631

Naik, G., Chitre, C., Bhalla, M., & Rajan, J. (2020). Impact of use of technology on student learning outcomes: Evidence from a large-scale experiment in India. World Development, 127, 104736. https://doi.org/10.1016/j.worlddev.2019.104736

Ndlovu, M., Ramdhany, V., Spangenberg, E. D., & Govender, R. (2020). Preservice teachers’ beliefs and intentions about integrating mathematics teaching and learning ICTs in their classrooms. ZDM - Mathematics Education, 52(7), 1365–1380. https://doi.org/10.1007/s11858-020-01186-2

Njiku, J., Maniraho, J. F., & Mutarutinya, V. (2019). Understanding teachers’ attitude towards computer technology integration in education: A review of literature. Education and Information Technologies, 24(5), 3041–3052. https://doi.org/10.1007/s10639-019-09917-z

Ocaña-Fernández, Y., Valenzuela-Fernández, L., & Morillo-Flores, J. (2020). La competencia digital en el docente universitario. Propósitos y Representaciones, 8(1). https://doi.org/10.20511/pyr2020.v8n1.455

Okoli, C., & Schabram, K. (2010). A guide to conducting a systematic literature review of information systems research. Sprouts. Concordia University, Canada.

Palos-Sanchez, P., Reyes-Menendez, A., & Saura, J. R. (2019). Models of adoption of information technology and cloud computing in organizations. Informacion Tecnologica, 30(3), 3–12. https://doi.org/10.4067/S0718-07642019000300003

Passey, D., Shonfeld, M., Appleby, L., Judge, M., Saito, T., & Smits, A. (2018). Digital Agency: Empowering Equity in and through Education. Technology, Knowledge and Learning, 23(3), 425–439. https://doi.org/10.1007/s10758-018-9384-x

Peinado, S., Bolívar, J. M., & Briceño, L. A. (2011). Actitud hacia el uso de computadoras de docentes. 7(1), 86–105.

Pérez García, E. A., & Andrade Cázares, R. A. (2020). Orientación de la competencia digital del profesor universitario en las propuestas de integración de TIC. IE Revista de Investigación Educativa de La REDIECH, 11, e905. https://doi.org/10.33010/ie_rie_rediech.v11i0.905

Pérez, Ó. M. M. G., Almenara, J. C., & Sampedro, B. S. (2016). Valoraciones de la “Aceptación de la Tecnología de Formación Virtual” por profesores universitarios asistentes a un curso de formación virtual. Edutec. Revista Electrónica de Tecnología Educativa, 0(56).

Petko, D. (2012). Teachers’ pedagogical beliefs and their use of digital media in classrooms: Sharpening the focus of the “will, skill, tool” model and integrating teachers’ constructivist orientations. Computers and Education, 58(4), 1351–1359. https://doi.org/10.1016/j.compedu.2011.12.013

Prendes Espinosa, M. P., & Gutiérrez Porlán, I. (2013). Competencias tecnológicas del profesorado en las universidades españolas. Revista de Educacion, 361, 196–222. https://doi.org/10.4438/1988-592X-RE-2011-361-140

Reyes Gonzáles, D. S., & Guevara Cruz, H. (2009). Adopción de las Tecnologías infocomunicacionales (TI) en docentes: Actualizando Enfoques. Revista Electrónica Teoría de La Educación. Educación y Cultura En La Sociedad de La Información, 10(1). https://www.redalyc.org/html/2010/201018023008/

Richardson, M., Abraham, C., & Bond, R. (2012). Psychological correlates of university students’ academic performance: A systematic review and meta-analysis. Psychological Bulletin, 138(2), 353–387. https://doi.org/10.1037/a0026838

Rodriguez, A., Garcia, E., & Ibañez. (2009). Las TIC en la educación superior. 8, 1–18.

Rolf, E., Knutsson, O., & Ramberg, R. (2019). An analysis of digital competence as expressed in design patterns for technology use in teaching. British Journal of Educational Technology, 50(6), 3361–3375. https://doi.org/10.1111/bjet.12739

Romani, C. (2008). Aprendizaje Adaptable y Apropiación Tecnológica: Reflexiones prospectivas. 3er Encuentro de Auto-Estudio de Las Universidades Públlicas Mexicanas.

Sánchez-Mena, A., Martí-Parreño, J., & Aldás-Manzano, J. (2017). The effect of age on teachers’ intention to use educational video games: A TAM approach. Electronic Journal of E-Learning, 15(4), 355–366. https://files.eric.ed.gov/fulltext/EJ1154704.pdf

Sang, G., Valcke, M., van Braak, J., Zhu, C., Tondeur, J., & Yu, K. (2012). Challenging science teachers’ beliefs and practices through a video-case-based intervention in China’s primary schools. Asia-Pacific Journal of Teacher Education, 40(4), 363–378. https://doi.org/10.1080/1359866X.2012.724655

Scherer, R., & Siddiq, F. (2015). Revisiting teachers’ computer self-efficacy: A differentiated view on gender differences. Computers in Human Behavior, 53, 48–57. https://doi.org/10.1016/j.chb.2015.06.038

Selcen Guzey, S., & Roehrig, G. H. (2012). Integrating Educational Technology into the Secondary Science Teaching. Contemporary Issues in Technology and Teacher Education, 12(2), 162–183.

Siddiq, F., Scherer, R., & Tondeur, J. (2016). Teachers’ emphasis on developing students’ digital information and communication skills (TEDDICS): A new construct in 21st century education. Computers and Education, 92–93, 1–14. https://doi.org/10.1016/j.compedu.2015.10.006

Simin, G., & Sani, I. M. (2015). Effectiveness of ICT integration in Malaysian schools: A quantitative analysis. International Research Journal for Quality in Education, 2(8), 1–12.

Simpson, R. D., Koballa, T. R., Oliver, J. S., & Crawley, F. E. (1994). Research on the affective dimension of science learning. Handbook of Research on Science Teaching and Learning, 1, 211–234.

Sung, Y. T., Chang, K. E., & Liu, T. C. (2016). The effects of integrating mobile devices with teaching and learning on students’ learning performance: A meta-analysis and research synthesis. Computers and Education, 94, 252–275. https://doi.org/10.1016/j.compedu.2015.11.008

Tadeu, P. (2020). La competencia científico-tecnológica en la formación del futuro docente: algunos aspectos de la autopercepción en respeto a la integración de las TIC en el aula. Educatio Siglo XXI, 38(3 Nov-Feb), 37–54. https://doi.org/10.6018/educatio.413821

Tafazoli, D., Parra, M. E. G., & Abril, C. A. H. (2019). Attitude towards computer-assisted language learning: Do gender, age and educational level matter? Teaching English with Technology, 19(3), 22–39.

Teo, T. (2011). Factors influencing teachers’ intention to use technology: Model development and test. Computers and Education, 57(4), 2432–2440. https://doi.org/10.1016/j.compedu.2011.06.008

Tondeur, J., Aesaert, K., Prestridge, S., & Consuegra, E. (2018). A multilevel analysis of what matters in the training of pre-service teacher’s ICT competencies. Computers and Education, 122, 32–42. https://doi.org/10.1016/j.compedu.2018.03.002

Tondeur, J., Pareja Roblin, N., van Braak, J., Voogt, J., & Prestridge, S. (2017). Preparing beginning teachers for technology integration in education: ready for take-off? Technology, Pedagogy and Education, 26(2), 157–177. https://doi.org/10.1080/1475939X.2016.1193556

Tondeur, J., Scherer, R., Baran, E., Siddiq, F., Valtonen, T., & Sointu, E. (2019). Teacher educators as gatekeepers: Preparing the next generation of teachers for technology integration in education. British Journal of Educational Technology, 50(3), 1189–1209. https://doi.org/10.1111/bjet.12748

Tondeur, J., van Braak, J., Ertmer, P. A., & Ottenbreit-Leftwich, A. (2017). Understanding the relationship between teachers’ pedagogical beliefs and technology use in education: a systematic review of qualitative evidence. Educational Technology Research and Development, 65(3), 555–575. https://doi.org/10.1007/s11423-016-9481-2

Trujillo-Torres, J. M., Hossein-Mohand, H., Gómez-García, M., Hossein-Mohand, H., & Cáceres-Reche, M. P. (2020). Mathematics teachers’ perceptions of the introduction of ict: The relationship between motivation and use in the teaching function. Mathematics, 8(12), 1–17. https://doi.org/10.3390/math8122158

Ursavaş, Ö. F., Yalçın, Y., & Bakır, E. (2019). The effect of subjective norms on preservice and in-service teachers’ behavioural intentions to use technology: A multigroup multimodel study. British Journal of Educational Technology, 50(5), 2501–2519. https://doi.org/10.1111/bjet.12834

Valdés-Cuervo, A., Angulo Armenta, J., Nieblas Valencia, E., Lucero Zambrano, F., & Arreola Olivarría, C. (2009). Actitudes de docentes de secundaria hacia el uso de las TIC. In Investigación Educativa (Issue 11, pp. 60–76).

Wen, K. Y. K., & Hua, T. K. (2020). Esl teachers’ intention in adopting online educational technologies during covid-19 pandemic. Journal of Education and E-Learning Research, 7(4), 387–394. https://doi.org/10.20448/journal.509.2020.74.387.394

Wu, B., Yu, X., & Hu, Y. (2019). How does principal e-leadership affect ICT transformation across different school stages in K-12 education: Perspectives from teachers in Shanghai. British Journal of Educational Technology, 50(3), 1210–1225. https://doi.org/10.1111/bjet.12766

Zempoalteca Durán, B., Barragán Lopez, J. F., González Martinez, J., & Guzmán Flores, T. (2017). Formación en TIC y competencia digital en la docencia en instituciones públicas de educación superior. Apertura, 9(1), 80–96. https://doi.org/10.18381/Ap.v9n1.922

Published
30-01-2022
How to Cite
Hidalgo Cajo, B. G., & Gisbert-Cervera, M. . (2022). Determining factors that make it possible to establish typologies of teachers in the context of technological innovation in education. Distance Education Journal, 22(69). https://doi.org/10.6018/red.499171
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