Modelo estrutural proposto para o ensino de competências digitais e evasão universitária: estudo de caso

Autores

  • Bernardino Esteban Madera Fernández Universidad Tecnológica de Santiago, Rep. Dom.
  • Carlos Antonio Uc Rios Universidad Autónoma de Campeche, México.

Palavras-chave:

Análise, Relacionamento, Deficiências, Competência Digital, Professores, Estudantes Universitários e Evasão.

Resumo

O abandono universitário, com a sua complexidade de causas, tornou-se uma questão crucial, especialmente no contexto da pandemia. Este estudo aborda especificamente a relação entre a falta de competências digitais no ensino e o abandono no Sistema Corporativo UTESA durante a crise da Covid-19. Adotando uma abordagem ex post facto e uma estratégia associativa explicativa, foram inquiridos 322 professores e 373 alunos evadidos. Ambos os grupos foram selecionados de populações mais amplas e foram aplicados inquéritos com questões de múltipla escolha e escalas Likert. A análise baseou-se num modelo estrutural relacional com 9 construtos e 16 hipóteses, apoiado em parte por ferramentas estatísticas como SMART-PLS v4.0 e SPSS v29.1. As conclusões destacam que a falta de competências digitais dos professores tem um impacto significativo no abandono dos alunos, atribuindo-o à formação insuficiente na utilização dos meios digitais. Esta falta contribui para a baixa motivação e atitude negativa dos alunos em relação ao processo de aprendizagem, sublinhando a necessidade de reforçar o ensino de competências digitais para melhorar a retenção dos alunos.

Downloads

Não há dados estatísticos.

Referências

Aditya, T., Ningrum, S., Nurasa, H., & Irawati, I. (2023). Community needs for the digital divide on the smart city policy. Heliyon, 9(2), e18932. https://doi.org/10.1016/j.heliyon.2023.e18932

Bernate, J., Fonseca, I., Guataquira, A., & Perilla, A. (2021). Digital Competences in Bachelor of Physical Education students. Retos: nuevas tendencias en educación física, deporte y recreación, 41, 309-318. https://doi.org/10.47197/retos.v0i41.85852

Botagariyev, T., Mambetov, N., Aralbayev, A., Mukhanbetaliyev, A., Ispulova, R., & Akhmetov, N. (2024). Web-Based Technologies in Middle School Physical Education. Retos: nuevas tendencias en educación física, deporte y recreación, 51, 172-178. https://doi.org/10.47197/retos.v51.100310

Conde-Jiménez, J., y García-Peñalvo, F. J. (2018). Incompetencias digitales docentes en uso de las Tics. Recuperado en: doi: https://doi.org/10.1007/978-3-319-39483-1_18

de Souza Júnior, A. F., de Oliveira, M. R., & de Araújo, A. C. (2022). The debate of digital technology in the continuing Physical Education teacher education: uses and concepts for teaching and learning. Retos: nuevas tendencias en educación física, deporte y recreación, 46, 694-704. https://doi.org/10.47197/retos.v46.94484

Dijkstra, T.K. & Henseler, J. (2015). Consistent and asymptotically normal PLS estimators for linear structural equations. Computational Statistics & Data Analysis, 81(1), 10-23.

Dillon, W. R., y Goldstein, M. (1984). Puntuación compuesta como un método para la estimación del constructo: presente y futuro. Journal of Educational Measurement, 21(4), 331-340.

Driller, M., & Leabeater, A. (2023). Fundamentals or Icing on Top of the Cake? A Narrative Review of Recovery Strategies and Devices for Athletes. Sports, 11(11), 213. https://doi.org/10.3390/sports11110213

Elfeky, A. I., Najmi, A. H., & Elbyaly, M. Y. (2023). The effect of big data technologies usage on social competence. PeerJ Computer Science, 9, e1691. https://doi.org/10.7717/peerj-cs.1691

Fernández, A., Calero, S., Parra, H., & Fernández, R. (2017). Corporate Social Responsibility and the Transformation of the Productive Matrix for Ecuador Sustainability. Journal of Security and Sustainability Issues, 6(4), 575-584. https://doi.org/10.9770/jssi.2017.6.4(4)

Fornell, C. & Larcker, D. F. (1981). Evaluation structural Equation Models with Unobservable Variables and Measurement Error. Journal of Marketing Research, Vol. 18, No. 1 (Feb., 1981), pp. 39-50 (12 pages). https://doi.org/10.2307/3151312.

García y Romero (2015). García y Romero (2015). Falta de compromiso por los alumnos en el proceso educativo. Recuperado en: https://www.redalyc.org/articulo.oa?id=44741347010

García-Martínez y González-Martínez, 2020, Habilidades digitales docentes en la calidad educativa. DOI: https://doi.org/10.6021/educatio.463821

Geisser, S. (1975). The predictive sample reuse method with applications. Journal of the American statistical Association, 70(350), 320-328.

George, D., & Mallery, P. (2003). SPSS for Windows step by step: A simple guide and reference. 11.0 update (4thed.). Boston: Allyn & Bacon.

González-Ramírez, Chávez-Rivera y García-Fernández (2019). Factores externos que causan deserción en la Educación Superior. Recuperado en: https://static.sevier.es/jano/estresyrendimiento.pdf

Hair, J. F., Anderson, R. E., Tatham, R. L., & Black, W. C. (1998). Multivariate data analysis (Vol. II). Upper Saddle River, NJ: Prentice Hall.

Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2014). Multivariate data analysis (7th ed.). Pearson Education.

Harith, S., Backhaus, I., Mohbin, N., Ngo, H. T., & Khoo, S. (2022). Effectiveness of digital mental health interventions for university students: an umbrella review. PeerJ, 10, e13111. https://doi.org/10.7717/peerj.13111

Henseler, J., Hubona, G., & Ray, P.A. (2016). Using PLS path modeling in new Technology research: updated guidelines. Industrial Management & Data Systems, 116(1), 2-20.

Henseler, J., Ringle, C. M., & Sinkovics, R. R. (2009). The use of partial least squares path modeling in international marketing. Advances in International Marketing, 20, 277-319.

Higuera, A. y Rivera (2021). Rendimiento Académico en Ambientes Virtuales del Aprendizaje Durante la Pandemia Covid-19 en Educación Superior. https://preprints.scielo.org/index.php/scielo/preprint/view/2862/version/3022.

Kahu, E. R., Stephens, C., Leach, L., Zepke, N., & Lämsä, J. (2021). The impact of COVID-19 on student well-being and the higher education experience in Aotearoa New Zealand. Studies in Higher Education, 46(11), 2389-2403.

Karsenti y Collin (2013). Herramientas y recursos digitales. Apertura: Revista de Innovación Educativa, ISSN-e 2007-1094, ISSN 1665-6180, Vol. 4, Nº. 2, 2013.

Lázaro-Silva, (2018), Rúbrica para evaluar la competencia digital del profesor universitario en el contexto latinoamericano. Edutec: Revista electrónica de tecnología educativa, ISSN-e 1135-9250, Nº. 63, 2018, págs. 1-14.

López-González, Ruiz-Lozano y Murillo-Rodríguez (2018). Impacto de la Covid19 en la motivación de los docentes. DOI: https://doi.org/10.6018/cpd.4923241.

Macias, Y. C., Escobar, A. E., Quiñones, J. A., Gonzalez, E. L., Cabrera, E. L., & Becerra, A. P. (2020). Skills of learning to learn in medical students from the professor´s perception. MediSur, 18(4), 621-630. http://medisur.sld.cu/index.php/medisur/article/view/4473/3243

Männikkö, N., Ruotsalainen, H., Miettunen, J., Marttila-Tornio, K., & Kääriäinen, M. (2020). Parental socioeconomic status, adolescents’ screen time and sports participation through externalizing and internalizing characteristics. Heliyon, 6(2), e03415. https://doi.org/10.1016/j.heliyon.2020.e03415

Ministerio de Educación de la República Dominicana. (2020). Situación de la educación en el contexto del COVID-19. Santo Domingo, República Dominicana: Ministerio de Educación de la República Dominicana.

Pérez, Y. M., Pérez, Y. M., Rodríguez, P. N., Cordero, J. L., & Velázquez, M. G. (2022). External communication strategy in hospital services. MediSur, 20(6), 1011-1017. http://medisur.sld.cu/index.php/medisur/article/view/5209/3860

Quilindo, V. H. (2023). Teachers’ conceptions about physical education mediated by ICT in times of COVID-19. Case study. Retos: nuevas tendencias en educación física, deporte y recreación, 48, 901-910. https://doi.org/10.47197/retos.v48.91823

Referencia: Diario Libre. (2021). Solo el 60% de docentes universitarios tenía experiencia en educación virtual antes de la pandemia. Disponible en: https://www.diariolibre.com/actualidad/solo-el-60-de-docentes-universitarios-tenia-experiencia-en-educacion-virtual-antes-de-la-pandemia-CJ23429675.

Reinoso-Ramirez, M. O. (2021). Generalization of sports administration and management in Ecuador. Arrancada, 21(39), 208-219. https://revistarrancada.cujae.edu.cu/index.php/arrancada/article/view/401

Robbins, Oh, Le y Button (2009). Intervention Effects on College Performance and Retention as Mediated by Motivational, Emotional, and Social Control Factors: Integrated Meta-Analytic Path Analyses. DOI:10.1037/a0015738

Robelo, O. G., Mesa, M. L., Bucheli, M. G., Herrera, J. C., & González, J. L. (2020). Use of a virtual learning object to develop research competencies in higher Education. MediSur, 18(2), 154-160. http://medisur.sld.cu/index.php/medisur/article/view/4524/3075

Rodríguez, R. L., & Avila, C. M. (2022). Digital competences in university students and teachers in the area of Physical Education and Sports. Retos: nuevas tendencias en educación física, deporte y recreación, 43, 1065-1072. https://doi.org/10.47197/retos.v43i0.86401

Ryan y Deci (2000). Factores de la teoría motivacional de auto determinación. https://core.ac.uk/download/pdf/6348452.pdf

Sagarra-Romero, L., Monroy Antón, A., Calero Morales, S., & Ruidiaz Peña, M. (2017). ithlete Heart Rate Variability app: knowing when to train. British Journal of Sports Medicine, 51, 1-3. https://doi.org/10.1136/bjsports-2016-097303

Sagarra-Romero, L., Ruidiaz, M., Calero Morales, S., Anton-Solanas, I., & Monroy Anton, A. (2018). Influence of an exercise program on blood immune function in women with breast cancer. Medicina Dello Sport, 71(4), 604-616. https://doi.org/10.23736/S0025-7826.18.03244-1

Shmueli, G., & Koppius, O. R. (2011). Predictive analytics in information systems research. MIS Quarterly, 35(3), 553-572.

Smith, J. (2020). Competencias digitales docentes y su impacto en la deserción universitaria. En S. García (Ed.), Tecnologías digitales en la educación: Perspectivas y desafíos (pp. 45-60). Editorial Universitaria.

Stone, M. (1974). Cross-validation and multinomial prediction. Biometrika, 61(3), 509-515.

Tapia-Ortiz, Y. A., Tapia-Sosa, E. V., & Reyes-Palau, N. C. (2022). Physical Culture and inclusive education in innovative contexts to develop intercultural research skills. Arrancada, 22(42), 95-108. https://revistarrancada.cujae.edu.cu/index.php/arrancada/article/view/469

Torres, D, Rincón A y Medina, L (2020). Competencias digitales de los docentes en la Universidad de los Llanos, Colombia. DOI: https://doi.org/10.22430/21457778.2246.

UNESCO. (2017). Educación en tiempos de COVID-19. https://es.unesco.org/covid19/educationresponse.

UNESCO. (2020). Desafíos para la educación superior en América Latina y el Caribe en tiempos de COVID-19. https://unesdoc.unesco.org/ark:/48223/pf0000373848.locale=es

UNESCO. (2021). Educación en línea en América Latina y el Caribe durante la pandemia de COVID-19. UNESCO.

Wagiran, W., Suharjana, S., Nurtanto, M., & Mutohh, F. (2022). Determining the e-learning readiness of higher education students: A study during the COVID-19 pandemic. Heliyon, 8(10), e11160. https://doi.org/10.1016/j.heliyon.2022.e11160

Wang, B., Jiang, J., & Guo, W. (2023). Effects of a single bout of mobile action video game play on attentional networks. PeerJ, 11, e16409. https://doi.org/10.7717/peerj.16409

Wang, Q., Chen, W. and Liang, Y. (2011). The Effects of Social Media on College Students. Johnson & Wales University, Providence, RI.

Publicado

2024-04-12

Como Citar

Madera Fernández , B. E., & Uc Rios , C. A. (2024). Modelo estrutural proposto para o ensino de competências digitais e evasão universitária: estudo de caso. Arrancada, 24(47), 82–98. Recuperado de https://revistarrancada.cujae.edu.cu/index.php/arrancada/article/view/660

Edição

Seção

Contenido