Multivariate Exploration of Digital Competence in Higher Education: STATIS Approach in the Venezuelan Context
Exploración Multivariante de la Competencia Digital en Educación Superior: Enfoque STATIS en el Contexto Venezolano
DOI:
https://doi.org/10.53591/iti.v17i24.2693Palabras clave:
STATIS analysis, digital literacy, digital divide, digital competencies, higher education, VenezuelaResumen
Context: Digital competence is understood as the critical, safe, and responsible use of digital technologies for learning, work, and participation in society, according to the European Union's DigComp 2.2 Framework. Objective: This study analyzes digital competencies among students at a Venezuelan university, focusing on their self-perception and application within educational environments. Method: The research adopts a quantitative approach and employs a validated scale that assesses six key dimensions: content management, digital empathy, use of digital media, digital security, communication, and content creation. Results: The sample comprised 127 undergraduate students from technical disciplines, mostly under the age of 25. Participants demonstrated acceptable levels in information retrieval, digital communication, and cybersecurity. Deficiencies were identified in areas such as plagiarism detection and digital content creation. The STATIS analysis revealed a generational gap, with students over 30 years old showing lower levels of digital competence. The study highlights the importance of developing targeted training programs to enhance these skills, particularly among vulnerable groups, with an emphasis on digital empathy and security. Conclusions: The study recommends institutional and longitudinal interventions to promote digital literacy, enhance educational equity, and reduce the digital divide.
Referencias
Abaddi, S. (2024). Digital skills and entrepreneurial intentions for final-year undergraduates: entrepreneurship education as a moderator and entrepreneurial alertness as a mediator. Management & Sustainability: An Arab Review. 3(3), 298-321
Abdi H, Williams L, Valentin D, Bennani-Dosse M. (2012). STATIS and DISTATIS: optimum multitable principal component analysis and three-way metric multidimensional scaling. WIREs Comput Stat, 4, 124–167.
Alonso-García, S., Victoria-Maldonado, J. J., García-Sempere, P. J., & Lara, F. L. (2022). Student evaluation of teacher digitals skills at Granada University. Frontiers In Education, 7, 1-10.
Audrin, B., Audrin, C., & Salamin, X. (2024). Digital skills at work – Conceptual development and empirical validation of a measurement scale. Technological Forecasting & Social Change, 202, 1-13.
Candia, J. (2023). Competencias digitales en la educación superior. Horizontes. Revista de Investigación en Ciencias de la Educación, 7(29), 1548-1563. https://doi.org/10.33996/revistahorizontes.v7i29.612
Fan, C., & Wang, J. (2022). Development and Validation of a Questionnaire to Measure Digital Skills of Chinese Undergraduates. Sustainability, 14, 3539. https://doi.org/10.3390/su14063539
Friesem, Y. (2016). Empathy for the Digital Age. Emotions, Technology, and Behaviors, 21-45.
Kryukova, N. I., Chistyakov, A. A., Shulga, T. I., Omarova, L. B., Tkachenko, T. V., Malakhovsky, A. K., & Babieva, N. S. (2022). Adaptation of higher education students' digital skills survey to Russian universities. Eurasia Journal of Mathematics, Science and Technology Education, 18(11), em2183.
Kure A, Brevik L, Blikstad-Balas, M. (2023). Digital skills critical for education: Video analysis of students' technology use in Norwegian secondary English classrooms. JCAL, 39(1), 269-285
Lavit, C. (1988). Analyse Conjointe de Tableaux Quantitatifs. Masson.
Lavit, C., Escoufier, Y., Sabatier, R., & Traissac, P. (1994). The ACT (STATIS method). Computational Statistics and Data Analysis, 18, 97-119.
L'Hermier des Plantes, H. (1976). Structuration des Tableaux à Trois Indices de la Statistique: Théorie et Application d'une Méthode d'Analyse Conjointe [Tesis doctoral, Université des Sciences et Techniques du Languedoc].
León-Pérez, F., Bas, M., & Escudero-Nahón, A. (2020). Autopercepción sobre habilidades digitales emergentes en estudiantes de Educación Superior. Comunicar, 62, 91-101.
Martzoukou, K., Fulton, C., Kostagiolas, P., & Lavranos, C. (2020). A study of higher education students' self-perceived digital competences for learning and everyday life online participation. Journal of Documentation, 76(6), 1413-1458. https://doi.org/10.1108/JD-03-2020-0041
Mengual-Andrés, S, Roig-Vila, R., & Mira, J. B. (2016). Delphi study for the design and validation of a questionnaire about digital competences in higher education. International Journal of Educational Technology in Higher Education, 13(12), 1-11. https://doi.org/10.1186/s41239-016-0009-y
Olivares, B. O., Zingaretti, M. L., Demey Zambrano, J. A., & Demey, J. R. (2017). Aplicación del método STATIS-ACT al régimen de lluvias en la Región Oriental Venezolana. Cuadernos de Investigación UNED, 9(1), 97–106.
Sartika, M., Astuti, S., Chasanah, A., & Riyanto, F. (2023). Digital Skills to Improve Work Performance. International Journal of Accounting, Management, And Economics Research, 1(2), 33-40.
Tomaš, S., Vrdljak, M., & Kalebić, K. (2024). Digital skills assessment and digital competence self-assessment among students at the University of Split. Journal of Elementary Education, 17(1), 53-68.
Unay-Gailhard, I., Lawson, K., & Brennan, M. (2023). An examination of digital empathy: When farmers speak for the climate through TikTok. Journal of Rural Studies, 102, 1-13.
Unión Europea (2022). DigComp 2.2: The Digital Competence Framework for Citizens - With new examples of knowledge, skills and attitudes. Centro de Investigaciones Comunes de la Comisión Europea - European Commission's Joint Research Centre. JRC Publications
Urakova FK, Ishmuradova II, Kondakchian NA, Akhmadieva RS, Torkunova JV, Meshkova IN, Mashkin N A. (2023). Investigating digital skills among Russian higher education students. CET, 15(1), ep398.
Van Laar, E., van Deursen, A. J. A. M., van Dijk, J. A. G. M., & de Haan, J. (2018). 21st-Century Digital Skills Measure [Database record]. APA PsycTests. https://doi.org/10.1037/t73734-000
Varenyk, V., & Piskova, Z. (2024). Soft, hard, and digital skills for managers in the digital age: Business requirements and the need to master them. Development Management, 23(1), 46-61.
Wang, X., Wang, Z., Wang, Q., Chen, W., & Pi, Z. (2021). Supporting digitally enhanced learning through measurement in higher education: Development and validation of a university students' digital competence scale. Journal of Computer Assisted Learning, 37(4), 1063-1076.
Widowati, A., Siswanto, I., & Wakid, M. (2023). Factors affecting students' academic performance: Self efficacy, digital literacy, and academic engagement effects. International J of Instruction, 16(4), 885-898.

