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Analysis of Teachers’ Pedagogical Digital Competence: Identification of Factors Predicting Their Acquisition

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Abstract

The current technological revolution has reached all social classes and its educative use by teachers has not gone unnoticed. The introduction of 2.0 tools has become a reality in many classrooms. In order to evaluate the digital competence of teachers, different dimensions must be considered, including knowledge and educative use. The first objective of this research is to find out whether there are any differences between the knowledge and use of teaching staff of ICT, specifically regarding different 2.0 tools, as well as different modules on the Moodle virtual platform, using the t-Student test. The second objective is to analyse, through a multiple linear regression model, which factors have an effect on the level of digital competence: gender, age and educational stage. With this aim, a non-experimental, ex post facto type of research has been carried out with a study population of 81 teachers from the community of Madrid (Spain). The results have shown that there are statistically significant differences between the knowledge and use of 2.0 tools and Moodle Modules. In addition, the results have found that the variables age and gender have an effect on the prediction of the level of pedagogical digital competence of the teaching staff, while the educational stage in which they teach has no effect. The conclusions derived from this study can help to develop educational interventions focused on improving the unfavourable digital competence of teachers.

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References

  • Aesaert, K., & Van Braak, J. (2015). Gender and socioeconomic related differences in performance based ICT competences. Computers & Education, 84, 8–25. https://doi.org/10.1016/j.compedu.2014.12.017.

    Article  Google Scholar 

  • Ahmed, A. M., AbdelAlmuniem, A., & Almabhouh, A. A. (2016). The current use of web 2.0 tools in university teaching from the perspective of faculty members at the college of education. International Journal of Instruction, 9(1), 179–194.

    Article  Google Scholar 

  • Alhassan, R. (2017). Exploring the relationship between web 2.0 tools self-efficacy and teachers’ use of these tools in their teaching. Journal of Education and Learning, 6(4), 217–228.

    Article  Google Scholar 

  • Amhag, L., Hellström, L., & Stigmar, M. (2018). Teacher educators’ need continuing pedagogical support in digital teaching. In Dialogkonferens 2018 Pedagogisk forsknin (pp. 1–14). Malmö University Electronic Publishing.

  • Ananiadou, K. & Claro, M. (2009). 21st century skills and competences for new millennium learners in OECD countries. OECD education working papers (vol. 41, pp. 1–33). http://dx.doi.org/10.1787/218525261154.

  • Badia, A., Martín, D., & Gómez, M. (2018). Teachers’ perceptions of the use of Moodle activities and their learning impact in secondary education. Technology, Knowledge and Learning. https://doi.org/10.1007/s10758-018-9354-3.

    Article  Google Scholar 

  • Balta, N., & Duran, M. (2015). Attitudes of studens and teachers towards the use of interactive whiteboards in elementary and secondary schools classrooms. TOJET: The Turkish Online Journal of Educational Tecnology, 14(2), 15–21.

    Google Scholar 

  • Barak, M. (2017). Science teacher education in the twenty-first century: A pedagogical framework for technology-integrated social constructivism. Research in Science Education, 47(2), 283–303. https://doi.org/10.1007/s11165-015-9501-y.

    Article  Google Scholar 

  • Benali, M., Kaddouri, M., & Azzimani, T. (2018). Digital competence of Moroccan teachers of English. International Journal of Education and Development using ICT, 14(2), 1–22.

    Google Scholar 

  • Borenstein, M. (2009). Effect sizes for continuous data. In H. Cooper, L. V. Hedges, & J. C. Valentine (Eds.), The handbook of research synthesis and meta analysis (pp. 221–237). New York: Russell Sage Foundation.

    Google Scholar 

  • Brown, J. S., & Duguid, P. (2017). The social life of information: Updated, with a new preface. Cambridge: Harvard Business Review Press.

    Google Scholar 

  • Byrne, B. (2010). Structural equation modelling with AMOS (2nd ed.). New York: Taylor and Francis Group.

    Google Scholar 

  • Cabero Almenara, J., Roig Vila, R., & Mengual Andrés, S. (2017). Conocimientos tecnológicos, pedagógicos y disciplinares de los futuros docentes según el modelo TPACK. Digital Education Review, 32, 85–96.

    Google Scholar 

  • Cabero-Almenara, J., Arancibia, M., & Del Prete, A. (2019). Technical and didactic knowledge of the Moodle LMS in higher education. Beyond functional use. Journal of New Approaches in Educational Research (NAER Journal), 8(1), 25–33.

    Article  Google Scholar 

  • Casillas, S., Cabezas, M., Ibarra, M. S., & Rodríguez, G. (2017). Evaluation of digital competence from a gender perspective. In Proceedings of the 5th international conference on technological ecosystems for enhancing multiculturality (pp. 1–25). https://doi.org/10.1145/3144826.3145372.

  • Chan, Y. H. (2004). Biostatistics 201: Linear regression analysis. Singapore Medical Journal, 45(2), 55–61.

    Google Scholar 

  • Chen, Y. (2016). Spatial autocorrelation approaches to testing residuals from least squares regression. PLoS One, 11(1), 1–19. https://doi.org/10.1371/journal.pone.0146865.

    Article  Google Scholar 

  • Costa, C., Alvelos, H., & Teixeira, L. (2012). The use of Moodle e-learning platform: A study in a Portuguese university. Procedia Technology, 5(1), 334–343. https://doi.org/10.1016/j.protcy.2012.09.037.

    Article  Google Scholar 

  • Cox, S., & Graham, C. R. (2009). Diagramming TPACK in practice: Using an elaborated model of the TPACK framework to analyze and depict teacher knowledge. TechTrends, 53(5), 60–69. https://doi.org/10.1007/s11528-009-0327-1.

    Article  Google Scholar 

  • Cristol, D. & Gimbert, B. G. (2018). Teachers as digital citizens: Factors influencing teachers’ levels of digital citizenship. In World conference on mobile and contextual learning (pp. 1–7).

  • Dauda, M., Ayanda, M., & Jibrin, A. (2018). Analysis of students’ attitude towards the use of information and communication technology in Nigerian Tertiary institutions. ATBU Journal of Science, Technology And Education, 6(1), 100–105.

    Google Scholar 

  • EC (European Commission). (2007). The key competences for lifelong learning—a European framework. Retrieved on November 16, 2019 from https://www.erasmusplus.org.uk/file/272/download.

  • EC (European Commission). (2013). DIGCOMP: A framework for developing and understanding digital competence in Europe. Retrieved on November 16, 2019 from https://publications.jrc.ec.europa.eu/repository/bitstream/JRC83167/lb-na-26035-enn.pdf.

  • EC (European Commission). (2017). Digital competence framework for educators (DigCompEdu). Retrieved on November 16, 2019 from https://ec.europa.eu/jrc/en/digcompedu.

  • EC (European Commission). (2018). Key competences for lifelong learning. Retrieved on November 16, 2019 from https://eur-lex.europa.eu/legal-content/EN/TXT/PDF/?uri=CELEX:32018H0604(01)&from=EN.

  • Egan, A., FitzGibbon, A., Johnston, K., & Oldham, E. (2018). Factors influencing pre-service teachers’ use of technology on school placement-mind the gap. In Society for information technology & teacher education international conference (pp. 1435–1440). Association for the Advancement of Computing in Education (AACE).

  • El-Bahsh, R. & Daoud, M. (2016). Evaluating the use of Moodle to achieve effective and interactive learning: A case study at the German Jordanian university. In Proceedings of the 35th annual IEEE international conference on computer communications (pp. 1–5).

  • Eraković, B. R., & Lazović, V. S. (2017). Student perspectives on the advantages and drawbacks of using learning management systems within a social-constructivist approach to translation teaching: Moodle and Edmodo. Nastava i Vaspitanje, 66(2), 259–272. https://doi.org/10.5937/nasvas1702259E.

    Article  Google Scholar 

  • Faizi, R. (2018). Moroccan higher education students’ and teachers’ perceptions towards using web 2.0 technologies in language learning and teaching. Knowledge Management & E-Learning: An International Journal, 10(1), 86–96.

    Google Scholar 

  • From, J. (2017). Pedagogical digital competence-between values. Knowledge and skills. Higher Education Studies, 7(2), 43–50. https://doi.org/10.5539/hes.v7n2p43.

    Article  Google Scholar 

  • García-Gil, D., & Andreu, R. C. (2017). Gender differences in music content learning using a virtual platform in secondary education. Procedia-Social and Behavioral Sciences, 237, 57–63. https://doi.org/10.1016/j.sbspro.2017.02.017.

    Article  Google Scholar 

  • Ghani, I. M. M., & Ahmad, S. (2010). Stepwise multiple regression method to forecast fish landing. Procedia-Social and Behavioral Sciences, 8, 549–554. https://doi.org/10.1016/j.sbspro.2010.12.076.

    Article  Google Scholar 

  • Ghavifekr, S., & Mahmood, H. (2017). Factors affecting use of e-learning platform (SPeCTRUM) among university students in Malaysia. Education and Information Technologies, 22(1), 75–100. https://doi.org/10.1007/s10639-015-9435-z.

    Article  Google Scholar 

  • 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.

    Article  Google Scholar 

  • González Martínez, J., Esteve-Mon, F. M., Larraz Rada, V., Espuny Vidal, C., & Gisbert Cervera, M. (2018). INCOTIC 2.0: una nueva herramienta para la autoevaluación de la competencia digital del alumnado universitario = INCOTIC 2.0: A new self-assessment tool for digital competences at the university studies. Profesorado: revista de currículum y formación del profesorado, 22(4), 133–152. https://doi.org/10.30827/profesorado.v22i4.8401.

    Article  Google Scholar 

  • Gregory, S., Scutter, S., Jacka, L., McDonald, M., Farley, H., & Newman, C. (2015). Barriers and enablers to the use of virtual worlds in higher education: An exploration of educator perceptions, attitudes and experiences. Journal of Educational Technology & Society, 18(1), 3–12.

    Google Scholar 

  • Gudmundsdottir, G. B., & Hatlevik, O. E. (2017). Newly qualified teachers’ professional digital competence: Implications for teacher education. European Journal of Teacher Education, 41(2), 1–17. https://doi.org/10.1080/02619768.2017.1416085.

    Article  Google Scholar 

  • Guillén-Gámez, F. D. & Fernández-López, M. L. (2017). A study about professional training and the use that high school teachers do of ICT and the virtual Moodle platform. In ICERI2017, the 10th annual international conference of education, research and innovation (ICERI2017) (pp. 226–232). https://doi.org/10.21125/iceri.2017.0105.

  • Guillén-Gámez, F. D., Lugones, A., & Mayorga-Fernández, M. J. (2019). ICT use by pre-service foreign languages teachers according to gender, age and motivation. Cogent Education, 6(1), 1–17. https://doi.org/10.1080/2331186X.2019.1574693.

    Article  Google Scholar 

  • Guillén-Gámez, F. D., Mayorga-Fernández, M. J., & Álvarez-García, F. J. (2018). A study on the actual use of digital competence in the practicum of education degree. Technology, Knowledge and Learning. https://doi.org/10.1007/s10758-018-9390-z.

    Article  Google Scholar 

  • Guo, R. X., Dobson, T., & Petrina, S. (2008). Digital natives, digital immigrants: An analysis of age and ICT competency in teacher education. Journal of Educational Computing Research, 38(3), 235–254. https://doi.org/10.2190/ec.38.3.a.

    Article  Google Scholar 

  • Hatlevik, O. E., & Christophersen, K. A. (2013). Digital competence at the beginning of upper secondary school: Identifying factors explaining digital inclusion. Computers & Education, 63, 240–247. https://doi.org/10.1016/j.compedu.2012.11.015.

    Article  Google Scholar 

  • He, T., & Zhu, C. (2017). Digital informal learning among Chinese university students: The effects of digital competence and personal factors. International Journal of Educational Technology in Higher Education, 14(1), 14–44. https://doi.org/10.1186/s41239-017-0082-x.

    Article  Google Scholar 

  • Hrtoňová, N., Kohout, J., Rohlíková, L., & Zounek, J. (2015). Factors influencing acceptance of e-learning by teachers in the Czech Republic. Computers in Human Behavior, 51, 873–879. https://doi.org/10.1016/j.chb.2014.11.018.

    Article  Google Scholar 

  • Ilkan, M., Bheshti, M., Rahimi, S., & Atalar, E. (2017). The role of information and communication technology (ICT) in tourism education: A case study of higher education students. Retrieved on November 16, 2019 from http://i-rep.emu.edu.tr:8080/xmlui/handle/11129/3491.

  • Incantalupo, L., Treagust, D. F., & Koul, R. (2014). Measuring student attitude and knowledge in technology-rich biology classrooms. Journal of Science Education and Technology, 23(1), 98–107. https://doi.org/10.1007/s10956-013-9453-9.

    Article  Google Scholar 

  • Instefjord, E. J., & Munthe, E. (2017). Educating digitally competent teachers: A study of integration of professional digital competence in teacher education. Teaching and Teacher Education, 67, 37–45. https://doi.org/10.1016/j.tate.2017.05.016.

    Article  Google Scholar 

  • INTEF. (2017). Marco Común de Competencia Digital Docente. Instituto Nacional de Tecnologías Educativas y de Formación del Profesorado. Retrieved on November 16, 2019 from https://intef.es/Noticias/marco-comun-de-competencia-digital-docente-2017-intef/.

  • Jackson, E. A. (2017). Impact of MOODLE platform on the pedagogy of students and staff: Cross-curricular comparison. Education and Information Technologies, 22(1), 177–193. https://doi.org/10.1007/s10639-015-9438-9.

    Article  Google Scholar 

  • Janssen, J., Stoyanov, S., Ferrari, A., Punie, Y., Pannekeet, K., & Sloep, P. (2013). Experts’ views on digital competence: Commonalities and differences. Computers & Education, 68, 473–481. https://doi.org/10.1016/j.compedu.2013.06.008.

    Article  Google Scholar 

  • Kalayci, S., & Humiston, K. R. (2015). Students’ attitudes towards collaborative tools in a virtual learning environment. Educational Process: International Journal, 4(1), 71–86. https://doi.org/10.12973/edupij.2015.412.6.

    Article  Google Scholar 

  • Kerlinger, F. N., Lee, H. B., Pineda, L. E., & Mora Magaña, I. (2002). Investigación del comportamiento. Mexico City: McGraw Hill.

    Google Scholar 

  • Kline, R. (2010). Principles and practice of structural equation modelling (3rd ed.). New York: The Guilford Press.

    Google Scholar 

  • Koehler, M., & Mishra, P. (2009). What is technological pedagogical content knowledge (TPACK)? Contemporary issues in technology and teacher education, 9(1), 60–70.

    Google Scholar 

  • Krumsvik, R. J. (2014). Teacher educators’ digital competence. Scandinavian Journal of Educational Research, 58(3), 269–280. https://doi.org/10.1080/00313831.2012.726273.

    Article  Google Scholar 

  • Krumsvik, R. J., Jones, L. Ø., Øfstegaard, M., & Eikeland, O. J. (2016). Upper secondary school teachers’ digital competence: Analysed by demographic, personal and professional characteristics. Nordic Journal of Digital Literacy, 11(03), 143–164. https://doi.org/10.18261/issn.1891-943x-2016-03-02.

    Article  Google Scholar 

  • Kunda, D., Chembe, C., & Mukupa, G. (2018). Factors that influence Zambian higher education lecturer’s attitude towards integrating ICTs in teaching and research. JOTSE, 8(4), 360–384. https://doi.org/10.3926/jotse.338.

    Article  Google Scholar 

  • Kuo, R., Chang, M., & Chen, C. L. (2018). In-game card as educational reward (ICER) Moodle plug-in: A pilot study. In International conference on technology in education (pp. 65–76). Singapore: Springer. https://doi.org/10.1007/978-981-13-0008-0_7.

  • Lakkala, M., Ilomäki, L., & Kantosalo, A. (2011). Which areas of digital competences are important for a teacher? In Linked portal (pp. 1-8). Brussels: European Schoolnet (EUN).

  • Lázaro-Cantabrana, J., Usart-Rodríguez, M., & Gisbert-Cervera, M. (2019). Assessing teacher digital competence: The construction of an instrument for measuring the knowledge of pre-service teachers. Journal of New Approaches in Educational Research (NAER Journal), 8(1), 73–78. https://doi.org/10.7821/naer.2019.1.370.

    Article  Google Scholar 

  • León, R. C., Gámez, A. N., & Osuna, J. B. (2016). Las competencias del profesorado universitario desde el modelo TPACK (conocimiento tecnológico y pedagógico del contenido). Pixel-Bit. Revista de Medios y Educación, 49, 105–119.

    Article  Google Scholar 

  • Lund, A., Furberg, A., Bakken, J., & Engelien, K. L. (2014). What does professional digital competence mean in teacher education? Nordic Journal of Digital Literacy, 9(04), 280–298.

    Article  Google Scholar 

  • Maraver-López, P., Nunes, C., & Hernando-Gómez, Á. (2016). Teachers’ perceptions of their use of Moodle in higher education. Interdisciplinarity in Social and Human Sciences, 5, 288–295.

    Google Scholar 

  • Marozas, V., & Dumbrava, V. (2010). Motivating the students to study the basics of digital signal processing by using virtual learning environment. Elektronika ir Elektrotechnika, 102(6), 87–90.

    Google Scholar 

  • Mercader, C., & Gairin Sallan, J. (2017). How do university teachers use digital technologies in class? Redu-revista de docencia universitaria, 15(2), 257–273.

    Article  Google Scholar 

  • Napal Fraile, M., Peñalva-Vélez, A., & Mendióroz Lacambra, A. M. (2018). Development of digital competence in secondary education teachers’ training. Education Sciences, 8(104), 1–13. https://doi.org/10.3390/educsci8030104.

    Article  Google Scholar 

  • Navarro, S., Zervas, P., Gesa, R., & Sampson, D. (2016). Developing teachers’ competences for designing inclusive learning experiences. Educational Technology and Society, 19(1), 17–27.

    Google Scholar 

  • NMC-New Media Consoritum. (2017). NMC horizon report: 2017 higher education edicion. Retrieved on November 16, 2019 from https://www.nmc.org/publication/nmc-horizon-report-2017-higher-education-edition/.

  • Rivera-Laylle, L. I., Fernández-Morales, K., Guzmán-Games, F. J., & Eduardo-Pulido, J. (2017). ICT acceptance by university professors: Knowledge, attitude, and practicality. Revista Electrónica Educare, 21(3), 99–116. https://doi.org/10.15359/ree.21-3.

    Article  Google Scholar 

  • Rodrigues, S., Rocha, A., & Abreu, A. (2018). Needs and expectations faced with the Moodle platform and institutional support available: The case of ISCAP. In 2018 13th Iberian conference on information systems and technologies (CISTI) (vol. 1, pp. 1–6). IEEE. https://doi.org/10.23919/cisti.2018.8399409.

  • Ruiz, A. B. M., Sánchez, F. A. G., & Pina, F. H. (2015). Cuestionario para el estudio de la actitud, el conocimiento y el uso de TIC (ACUTIC) en Educación Superior. Estudio de fiabilidad y validez. Revista interuniversitaria de formación del profesorado, 83, 75–89.

    Google Scholar 

  • Sadaf, A., Newby, T. J., & Ertmer, P. A. (2016). An investigation of the factors that influence preservice teachers’ intentions and integration of web 2.0 tools. Educational Technology Research and Development, 64(1), 37–64. https://doi.org/10.1007/s11423-015-9410-9.

    Article  Google Scholar 

  • Saleem, N. E., Al-Saqri, M. N., & Ahmad, S. E. (2016). Acceptance of Moodle as a teaching/learning tool by the faculty of the department of information studies at Sultan Qaboos university, Oman based on UTAUT. International Journal of Knowledge Content Development & Technology, 6(2), 5–27. https://doi.org/10.5865/IJKCT.2016.6.2.005.

    Article  Google Scholar 

  • Sánchez-Santamaría, J., Ramos-Pardo, F. J., & Sánchez-Antolín, P. (2012). The student’s perspective: teaching usages of Moodle at university. The student’s perspective: Teaching usages of Moodle. In Proceedings of ICERI2012 conference, Madrid, Spain (pp. 2968–2973).

  • Saw, T., Win, K. K., Aung, Z. M. M., & Oo, M. S. (2018). Investigation of the use of learning management system (Moodle) in university of computer studies, Mandalay. In International conference on big data analysis and deep learning applications (pp. 160–168). Singapore: Springer. https://doi.org/10.1007/978-981-13-0869-7_18.

  • Scherer, R., Siddiq, F., & Teo, T. (2015). Becoming more specific: Measuring and modeling teachers’ perceived usefulness of ICT in the context of teaching and learning. Computers & Education, 88, 202–214. https://doi.org/10.1016/j.compedu.2015.05.005.

    Article  Google Scholar 

  • 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 & Education, 92, 1–14. https://doi.org/10.1016/j.compedu.2015.10.006.

    Article  Google Scholar 

  • Stosic, L., & Fadiya, S. O. (2017). The attitudes of students towards the use of ICT during their studies. Russian Psychological Journal, 14(1), 135–148. https://doi.org/10.21702/rpj.2017.1.9.

    Article  Google Scholar 

  • 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 & Education, 122, 32–42. https://doi.org/10.1016/j.compedu.2018.03.002.

    Article  Google Scholar 

  • Tondeur, J., Van de Velde, S., Vermeersch, H., & Van Houtte, M. (2016). Gender differences in the ICT profile of university students: A quantitative analysis. Journal of Diversity and Gender Studies, 3(1), 57–77.

    Article  Google Scholar 

  • Yin, L., Shaw, S. L., & Yu, H. (2011). Potential effects of ICT on face-to-face meeting opportunities: a GIS-based time-geographic approach. Journal of Transport Geography, 19(3), 422–433. https://doi.org/10.1016/j.jtrangeo.2010.09.007.

    Article  Google Scholar 

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Guillén-Gámez, F.D., Mayorga-Fernández, M.J., Bravo-Agapito, J. et al. Analysis of Teachers’ Pedagogical Digital Competence: Identification of Factors Predicting Their Acquisition. Tech Know Learn 26, 481–498 (2021). https://doi.org/10.1007/s10758-019-09432-7

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