Learning strategies on the Moodle platform among university students studying humanities
DOI:
https://doi.org/10.35381/r.k.v10i20.4652Keywords:
Learning strategies, quantitative education, humanities, virtual learning environments, (UNESCO Thesaurus).Abstract
Advances in science and technology have had an impact on society, particularly in the education sector. The objective is to evaluate the impact of a quantitative literacy module in the Statistics course of the Social Communication degree program. A quasi-experimental design was applied with before and after measurements and a thematic analysis of student reports. The findings showed a significant improvement in performance, with a 32% increase in quantitative comprehension and 74% of students performing highly in the mini-project. A positive relationship was found between the level of participation in Moodle and academic results, confirming the importance of engagement in virtual environments to enhance learning. It was concluded that situated quantitative literacy not only strengthened the understanding of statistics but also increased motivation and consolidated the ability to argue with data.
Downloads
References
Ahmed, S., Mohammed, R., Nashwan, A., Ibrahim, R., Qadir, A., Ameen, B., & Khdir, R. (2025). Using thematic analysis in qualitative research. Journal of Medicine Surgery and Public Health, 6, 100198. https://doi.org/10.1016/j.glmedi.2025.100198
Al-Fraihat, D., Alshahrani, A. M., & Alzaidi, M. (2025). Exploring students’ perceptions of the design and use of the Moodle learning management system. Computers in Human Behavior Reports, 18, 100685. https://doi.org/10.1016/j.chbr.2025.100685
Almusharraf, A. I. (2024). An Investigation of University Students’ Perceptions of Learning Management Systems: Insights for Enhancing Usability and Engagement. Sustainability, 16(22), 10037. https://doi.org/10.3390/su162210037
Aristizábal-Murillo, I., Mejía-Ríos, J., & Díaz-Téllez, Á. (2021). Una aproximación a la incertidumbre sobre el futuro en adolescentes escolarizados del municipio de Filandia (Quindío). La Investigación científica multidisciplinaria (pp. 103–123). EIDEC. https://doi.org/10.34893/s5hp-z550
Asociación Médica Mundial. (2013). Declaración de Helsinki de la AMM: Principios éticos para las investigaciones médicas en seres humanos. https://n9.cl/7t3gb
Atenas, J., Havemann, L., & Timmermann, C. (2023). Reframing data ethics in research methods education: a pathway to critical data literacy. International Journal of Educational Technology in Higher Education, 20(11), 1–18. https://doi.org/10.1186/s41239-023-00380-y
Avendaño-Porras, V. D., Alfonzo-Albores, I., de la Puente, M., Díaz-Téllez, Á. S., Tamez-Martínez, X., & Bajaña-Miranda, S. R. (2022). Digitilization in Latin American higher education under Covid-19. Journal of Positive Psychology and Wellbeing, 6(1), 3289–3298. https://goo.su/d5vrT
Braun, V., Clarke, V. (2022). Thematic Analysis. In: Maggino, F. (eds) Encyclopedia of Quality of Life and Well-Being Research. Springer, Cham. https://doi.org/10.1007/978-3-319-69909-7_3470-2
Chen, Y.-C., Chen, C.-J., Lee, M.-Y., & Hsu, C.-C. (2022). Effects of a Moodle-based E-learning Management System on E-collaborative Learning, Perceived Satisfaction, and Study Achievement among Nursing Students: A Cross-sectional Study. Research Square. https://doi.org/10.21203/rs.3.rs-1402422/v1
Creswell, J. W., & Creswell, J. D. (2017). Research design: Qualitative, quantitative, and mixed methods approaches. (6th ed.). SAGE Publications. https://n9.cl/9rz7zj
De La Cruz, K. M. L., Velarde Molina, J. F., Supo Choque, J. L., De La Cruz, B. D. L., Condori Chacolli, M. E., Montesinos Valencia, C. C., & Moscoso Zegarra, G. (2023). La Plataforma Moodle y la Enseñanza-Aprendizaje a Distancia en Educación Superior. RISTI: Revista Ibérica de Sistemas e Tecnologias de Informaçión, (Extra 59), 416–428. https://n9.cl/2seu1
Echtenbruck, M. M., Fühles-Ubach, S., Naujoks, B., & Kaliva, E. (2025). A Data Literacy Competence Model for Higher Education and Research. arXiv. https://doi.org/10.48550/arXiv.2504.15690
Field, A. (2024). Discovering statistics using IBM SPSS statistics. Sage publications limited. https://n9.cl/rrr35c
Frisby, M. B. (2024). Critical Quantitative Literacy: An Educational Foundation for Critical Quantitative Research. AERA Open, 10. https://doi.org/10.1177/23328584241228223
Gamage, S. H. P. W., Ayres, J. R., & Behrend, M. B. (2022). A systematic review on trends in using Moodle for teaching and learning. International Journal of STEM Education, 9(1), 9. https://doi.org/10.1186/s40594-021-00323-x
Garrido Abia, R., García-Lázaro, D. y Marcos-Calvo, M. Á. (2024). Implicaciones de la alfabetización y capacidad crítica estadística para la formación y la práctica profesional: el caso de estudiantes de Marketing. European Public & Social Innovation Review, 9, 1-20. https://doi.org/10.31637/epsir-2024-1056
Johnston, L. J., Griffin, J. E., Manolopoulou, I., & Jendoubi, T. (2024). Uncovering student engagement patterns in Moodle with interpretable machine learning (arXiv preprint arXiv:2412.11826). https://doi.org/10.48550/arXiv.2412.11826
Khan, J. B., Yassir, M., & Abdul, Z. (2022). Connecting digital literacy in higher education to the 21st century workforce. Knowledge Management & E-Learning: An International Journal, 14(1), 1–17. https://n9.cl/duey4e
Kim, J., Hong, L., & Evans, S. (2024). Toward measuring data literacy for higher education: Developing and validating a data literacy self-efficacy scale. Journal of the Association for Information Science and Technology, 75(8), 916–931. https://doi.org/10.1002/asi.24934
Koga, S. (2022). Characteristics of statistical literacy skills from the perspective of critical thinking. Teaching Statistics, 44(2), 59–67. https://doi.org/10.1111/test.12302
Lee, J., Alonzo, D., Beswick, K., Abril, J. M. V., Chew, A. W., & Oo, C. Z. (2024). Dimensions of teachers' data literacy: A systematic review of literature from 1990 to 2021. Educational Assessment, Evaluation and Accountability, 36, 145-200. https://doi.org/10.1007/s11092-024-09435-8
Maldonado Luna, S. M. (2012). Manual práctico para el diseño de la escala Likert. Xihmai, 2(4). https://doi.org/10.37646/xihmai.v2i4.101
Male, H. y Lumbantoruan, J. H. (2021). Students’ Perceptions and Attitudes Towards Statistics. En Proceedings of the 2nd Annual Conference on blended learning, educational technology and Innovation (ACBLETI 2020) (pp. 507-513). Atlantis Press. https://doi.org/10.2991/assehr.k.210615.095
Martínez Castro, J. D., Ultreras Rodríguez, A., Salazar Echeagaray, J. E., & Salazar Echeagaray, T. I. (2024). Adaptation of transformational leadership and basic competencies in the educational model of Instituto Irapuato. Pedagogical Constellations, 3(1), 64-88. https://doi.org/10.69821/constellations.v3i1.27
Mejía-Ríos, J., Sepúlveda-Casadiego, Y. A., & Díaz-Téllez, Á. S. (2024). Transdisciplinariedad: Una reflexión bibliográfica de su impacto en la investigación social y educativa. Sophia, 20(1). https://doi.org/10.18634/sophiaj.20v.1i.1351
Olaleye, S. (2023). Evaluation of usability in Moodle learning management system. International Journal of Education and Development Using ICT, 19(1), 56–69. https://n9.cl/21grh
Ørngreen, R., Knudsen, S. P., Kolbæk, D., & Jensen, R. H. S. (2021). Moodle and Problem-Based Learning: Pedagogical Designs and Contradictions in the Activity System. Electronic Journal of e-Learning, 19(3), 133-146. https://eric.ed.gov/?id=EJ1296882
Prince, R., Frith, V., Steyn, S., & Cliff, A. (2021). Academic and quantitative literacy in higher education: Relationship with cognate school-leaving subjects. South African Journal of Higher Education, 35(3), 1–18. https://doi.org/10.20853/35-3-3943
Ruediger, D., & Cooper, D. M. (2022). Fostering data literacy: Teaching with quantitative data in the social sciences. ERIC. https://eric.ed.gov/?id=ED625752
Sáiz-Manzanares, M. C., Marticorena-Sánchez, R., Muñoz-Rujas, N., Rodríguez-Arribas, S., Escolar-Llamazares, M. C., Alonso-Santander, N., Martínez-Martín, M. Á., & Mercado-Val, E. I. (2021). Teaching and learning styles on Moodle: An analysis of the effectiveness of using STEM and Non-STEM qualifications from a gender perspective. Sustainability, 13(3), 1166. https://doi.org/10.3390/su13031166
Singh, A. (2024). Impacto del aprendizaje E-learning en la motivación de los estudiantes en instituciones de educación superior: una perspectiva india. Revista De Educación Y Derecho, (29). https://doi.org/10.1344/REYD2024.29.43214
Steen, L. A. (2002). Mathematics and Democracy: The Case for Quantitative Literacy. Mathematics and Computer Education, 36. https://n9.cl/3nu1m
Published
How to Cite
Issue
Section
License
Copyright (c) 2025 Diego Fernando Nava-Cuevas, Melina Marbella Elenes-Lizárraga, Mayra Fransua Hidalgo-Roldán , María Ximena Castelo-Cancán

This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.
CC BY-NC-SA : Esta licencia permite a los reutilizadores distribuir, remezclar, adaptar y construir sobre el material en cualquier medio o formato solo con fines no comerciales, y solo siempre y cuando se dé la atribución al creador. Si remezcla, adapta o construye sobre el material, debe licenciar el material modificado bajo términos idénticos.
OAI-PMH URL: https://fundacionkoinonia.com.ve/ojs/index.php/revistakoinonia/oai.