Integration of Data Governance in teacher training: An innovative model at Eduplanet, Ecuador

Authors

DOI:

https://doi.org/10.71068/z7grcj02

Keywords:

data management, teacher training, educational transformation, Eduplanet

Abstract

This study investigated the integration of data governance in teacher training at Eduplanet, emphasizing its potential to enhance educational quality and administrative processes. The main objective was to analyze the implementation of the DAMA model as a strategic framework to strengthen the digital competencies of teaching staff, optimizing both pedagogical effectiveness and administrative efficiency. A mixed-methods approach was adopted, combining statistical analysis of quantitative data obtained through structured questionnaires with qualitative analysis derived from semi-structured interviews conducted with a purposive sample of 12 teachers. The results showed a significant positive correlation between data governance competencies and teaching effectiveness (r=0.98), as well as administrative efficiency (r=0.78), highlighting the cross-cutting impact of these skills. The findings underscore the importance of implementing differentiated training programs to reduce gaps across experience levels and maximize the benefits of data use in education. For Eduplanet, these conclusions reinforce its strategic position as an innovative institution in Ecuador, providing a replicable framework for adopting data-driven practices aligned with international standards. 

Author Biographies

  • Ricardo David Haro Calero, Eduplanet SAS, Quito, Ecuador

    Investigador

  • Kléver Gonzalo Cárdenas Velasco, Eduplanet SAS, Quito, Ecuador

    Investigador

  • Byron Santiago Cóndor Chano, Eduplanet SAS, Quito, Puyo, Ecuador

    Investigador

  • Héctor Fernando Haro Calero, Eduplanet SAS, Quito, Puyo, Ecuador

    Investigador

References

Ávila-Barrientos, Eder. (2023). La gobernanza de los datos de investigación en el contexto de su organización y sistematización. Investigación bibliotecológica, 37(96), eib0965876303. Epub 02 de junio de 2024.https://doi.org/10.22201/iibi.24488321xe.2023.96.58763

DAMA International. (2020). The DAMA Guide to the Data Management Body of Knowledge (DMBOK) (2nd ed.). Technics Publications. https://www.casadellibro.com/libro-dama-dmbok-2nd-edition-data-management-body-of-knowledge-2nd-ed/9781634622349/6682606?srsltid=AfmBOopW1tiimKHxAdJGvuqykKRRjNWhB5aTUIS_RqoJ072TFDa_ruNk

Fundación Datalat. (2022). +Datos +Transparencia: Gobernanza de la información. https://datalat.org.

Haddad, W. D., & Draxler, A. (2021). Technologies for Education: Potentials, Parameters, and Prospects. UNESCO Publishing. https://unesdoc.unesco.org/ark:/48223/pf0000119129

Enrique, A., & Vázquez, N. (2024). Gobernanza de datos como base para una Administración Pública inteligente e innovadora: Una revisión de la literatura. Documentos del INAP, 1 (1).

Mejía Carrillo, M. de J., Egas Villafuerte, V. P., Jimbo Román, F. M., & Saltos García, P. A. (2024). Análisis sobre el uso de la realidad virtual como herramienta para simular escenarios de liderazgo y trabajo en equipo en la educación superior. Sapiens in Artificial Intelligence, 1(1), 18-36. https://revistasapiensec.com/index.php/Sapiens_in_Artificial_Intelligen/article/view/34

Ministerio de Educación. (2023). Informe nacional sobre tecnologías en la educación. Quito: Ministerio de Educación de Ecuador. https://educacion.gob.ec/ecuador-participo-en-el-lanzamiento-del-reporte-global-del-informe-gem-2023/

Pontificia Universidad Católica del Ecuador. (2022). Guía metodológica para la gobernanza de datos en instituciones educativas. https://repositorio.puce.edu.ec.

Saltos García, P. A. (2024). Estrategias de evaluación formativa en la enseñanza superior: Impacto sobre la equidad educativa y el aprendizaje profundo. Sapiens in Higher Education, 1(1), 39-54. https://revistasapiensec.com/index.php/Sapiens_in_Higher_Education/article/view/71

Selwyn, N. (2022). Data in Education: Issues and Challenges. Educational Technology Research and Development, 70(1), 13-29. https://doi.org/10.1007/s11423-021-10023-8

UNESCO. (2022). EdData Initiative: Leveraging Data for Better Education Systems. Paris: UNESCO. https://uis.unesco.org/sites/default/files/documents/Data-for-Education-final.pdf

Williamson, B. (2021). Datafication and Automation in Education: Critical Perspectives on Emerging Practices. Routledge. https://www.researchgate.net/publication/334008102_Datafication_of_Education

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Published

2025-01-04

Issue

Vol. 2 No. 1 (2025): Periodical Publication of Interdisciplinary Studies

Section

Artículos Originales

License

Copyright (c) 2025 Ricardo David Haro Calero, Kléver Gonzalo Cárdenas Velasco, Byron Santiago Cóndor Chano, Héctor Fernando Haro Calero (Autor/a)

Creative Commons License

This work is licensed under a Creative Commons Attribution 4.0 International License.

How to Cite

Haro Calero, R. D., Cárdenas Velasco, K. G., Cóndor Chano, B. S., & Haro Calero, H. F. (2025). Integration of Data Governance in teacher training: An innovative model at Eduplanet, Ecuador. Sapiens International Multidisciplinary Journal, 2(1), 1-14. https://doi.org/10.71068/z7grcj02