Institutional determinants of technology use in the classroom: A multivariate analysis approach

Authors

DOI:

https://doi.org/10.36097/rsan.v1i65.3768

Keywords:

Online learning, Access to education, Use of devices in the classroom, Institutional policies, Digital inclusion

Abstract

Given the growing demands for digital transformation in the educational field, it is essential to examine the institutional conditions for integrating digital technologies into the classroom. In this context, the study aims to determine the influence of such institutional conditions on the use of digital technologies in the school setting. A quantitative, correlational, and cross-sectional approach was employed, using a non-experimental design. The population consisted of 321 master's students, and the sample comprised 175 participants selected through simple random sampling with a 95% confidence level. Data were collected using a questionnaire validated by experts. The analysis included descriptive and inferential statistics, confirming the influence of four key factors: institutional guidelines, use of devices, type of institution, and the operational status of computer labs. Cluster analysis identified two profiles: the first (71.4%) corresponds to teachers from public institutions with low Internet use in class; the second (28.6%) includes younger teachers from private institutions who more frequently use digital devices. In conclusion, institutional conditions influence the integration of digital technologies in the classroom.

Downloads

Download data is not yet available.

References

Blink Learning. (2018). V Estudio sobre el uso de la tecnología en la educación. https://bit.ly/3DIuEFj

Carolan, C., Davies, C. L., Crookes, P., McGhee, S., & Rox-Burgh, M. (2020). COVID-19: Disruptive impacts and transformative opportunities in undergraduate nurse education. Nurse Education in Practice, 46, 102807. https://doi.org/10.1016/j.nepr.2020.102807

Casillas-Martín, S., Cabezas-González, M., Ibarra-Saiz, M. S., & Gómez, G. R. (2020). University professors in the knowledge society: Management and attitude towards ICT. Bordon, 7(3), 45-63. https://doi.org/10.13042/Bordon.2020.76746

Cordero, Y., & Manjarrez, D. (2023). Competencias digitales de los docentes para la enseñanza de las matemáticas a través de Entornos Virtuales de Aprendizaje (EVA). Revista Científica Ciencia y Tecnología, 23(37), 94-113. https://doi.org/10.47189/rcct.v23i37.560

Deroncele-Acosta, Á., Medina-Zuta, P., Goñi-Cruz, F. F., Román-Cao, E., Montes-Castillo, M. M., & Gallegos-Santiago, E. (2021). Educational innovation with ICT in Latin American universities: Multi-country study. REI-CE: Revista Iberoamericana Sobre Calidad, Eficacia y Cambio en Educación, 19(4), 145-161. https://doi.org/10.15366/reice2021.19.4.009

Feng, J., Yu, B., Tan, W. H., Dai, Z., & Li, Z. (2025). Key factors influencing educational technology adoption in higher education: A systematic review. PLOS Digital Health, 4(4), e0000764. https://doi.org/10.1371/journal.pdig.0000764

García-Morales, V. J., Garrido-Moreno, A., & Martín-Rojas, R. (2021). The transformation of higher education after the COVID disruption: Emerging challenges in an online learning scenario. Frontiers in Psychology, 12, 616059. https://doi.org/10.3389/fpsyg.2021.616059

Gómez-Galindo, W., Salgado-Samaniego, E., Hinestroza-Quiñonez, G., & León-Ayala, A. H. (2021). Uso de las TIC en docentes universitarios de la región central del Perú. Ciencia Latina Revista Científica Multidisciplinar, 5(4), 4985-5006. https://doi.org/10.37811/cl_rcm.v5i4.671

Guapulema, K., Alvarado, P., Proaño, M., & Peñaloza, K. (2024). La brecha digital en la educación ecuatoriana: Desafíos post pandemia. LATAM Revista Latinoamericana de Ciencias Sociales y Humanidades, 5(5), 4038-4051. https://doi.org/10.56712/latam.v5i5.2907

Krishnamurthy, S. (2020). The future of business education: A commentary in the shadow of the COVID-19 pandemic. Journal of Business Research, 117, 1-5. https://doi.org/10.1016/j.jbusres.2020.05.034

Lapo, C., & Andrade, E. (2024). Herramientas tecnológicas y sus carencias en una Unidad Educativa de Santo Domingo de los Tsáchilas. Revista Científica Multidisciplinaria Ogma, 3(2), 49-66. https://doi.org/10.69516/wrt0t294

Melo-Hernández, M. E., Gasco-Gasco, J. L., Llopis-Taverner, J., & González-Ramírez, M. R. (2018). Prácticas de los docentes para ampliar las competencias en el uso de las Tecnologías de Información y Comunicación (TIC) en la educación superior en Colombia. In El compromiso académico y social a través de la investigación e innovación educativas en la Enseñanza Superior. https://dialnet.unirioja.es/servlet/articulo?codigo=6829887

Ministerio de Educación del Ecuador. (2024). Estadística Educativa. https://educacion.gob.ec/wpcontent/uploads/downloads/2024/10/Estadistica-Educativa-Vol-5.pdf

Mishra, L., Gupta, T., & Shree, A. (2020). Online teaching-learning in higher education during the lockdown period of the COVID-19 pandemic. International Journal of Educational Research Open, 1, 100012. https://doi.org/10.1016/j.ijedro.2020.100012

Massuh Villavicencio, C. M. (2025). Strategies for the integration of technologies in private educational institutions of Guayaquil, Ecuador: A multidimensional analysis [Estrategias para la integración de tecnologías en instituciones educativas privadas de Guayaquil-Ecuador: Un análisis multidimensional]. Edutec. Revista Electrónica de Tecnología Educativa, 91, 1–15. https://doi.org/10.21556/edutec.2025.91.3383

Morgado, E., & Henriques, S. (2014, June). Support indicators for educational leadership in ICT management: The role of information system. In 2014 9th Iberian Conference on Information Systems and Technologies (CISTI) (pp. 1-5). IEEE https://doi.org/10.1109/CISTI.2014.6876983

Pallarés Mestre, J. (2024). La metodología cuantitativa aplicada al estudio de la reincidencia en menores infractores [Tesis doctoral no publicada]. Universitat Jaume I. Dirección: P. Jara Jiménez & J. Rosel Remírez.

Robles, L. E., Larrondo-Petrie, M. M., Texier, J. D., Sosa, M. A., Valdez-Cervantes, L. C., & Lara-Prieto, V. (2023). Facing post-pandemic challenges in engineering education: Promoting global collaborations in Latin America. IEEE Global Engineering Education Conference (EDUCON), 1-8. https://doi.org/10.1109/EDUCON54358.2023.10125142

Shutaywi, M., & Kachouie, N. (2021). Evaluating the silhouette coefficient for cluster validation in machine learning. Expert Systems with Applications, 165, 113717. https://doi.org/10.1016/j.eswa.2020.113717

UNESCO. (2024). ¿Por qué la UNESCO considera importante la innovación digital en la educación?. https://www.unesco.org/es/digital-education/need-know

Vera, B. (2024). Desafíos en los procesos de enseñanza-aprendizaje con el uso de las TICs. Caso Unidad Educativa Pichincha. Perspectivas, 12(24), 8-25. https://doi.org/10.5281/zenodo.13886384

Downloads

Published

2026-03-31

How to Cite

Padrón Medina, A. M., Cordero , Y. N., Dueñas Espinoza , F. X. ., Domenech Polo, N. V., & Villafuerte Holguín , J. (2026). Institutional determinants of technology use in the classroom: A multivariate analysis approach. Revista San Gregorio, 1(65), 22-31. https://doi.org/10.36097/rsan.v1i65.3768

Similar Articles

1-10 of 101

You may also start an advanced similarity search for this article.