Academic Analytics Applied in the Study of the Relationship Between the Initial Profile of Undergraduate Students and Early Drop-Out Rates. Defining the Variables of a Predictor Instrument-Reference-Cited by-同舟云学术

Academic Analytics Applied in the Study of the Relationship Between the Initial Profile of Undergraduate Students and Early Drop-Out Rates. Defining the Variables of a Predictor Instrument

Published:2023 Issue: Volume: Page:982-990
ISSN:2196-4963
Container-title:Proceedings TEEM 2022: Tenth International Conference on Technological Ecosystems for Enhancing Multiculturality
language:
Short-container-title:

Author:

Llauró Alba,Fonseca David^ORCID,Amo-Filva Daniel^ORCID,Romero Susana^ORCID,Aláez Marian^ORCID,Torres Lucas Jorge^ORCID,Martínez Felipe María^ORCID

Publisher

Springer Nature Singapore

Link

https://link.springer.com/content/pdf/10.1007/978-981-99-0942-1_103

Reference22 articles.

1. Alonso-Misol Gerlache, H., Moreno-Ger, P., de-la-Fuente Valentín, L.: Towards the grade’s prediction. a study of different machine learning approaches to predict grades from student interaction data. Int. J. Interactive Multimedia Artifi. Intell., 1–9 (2022). doi: http://doi.org/https://doi.org/10.9781/ijimai.2021.11.007

2. Araque, F., Roldán, C., Salguero, A.: Factors influencing university drop out rates. Comput. Educ. 53, 563–574 (2009). https://doi.org/10.1016/j.compedu.2009.03.013

3. Bustamante, D., Garcia-Bedoya, O.: Predictive academic performance model to support, prevent and decrease the university dropout rate. In: Florez, H., Pollo-, M.F. (eds.) ICAI 2021. CCIS, vol. 1455, pp. 222–236. Springer, Cham (2021). https://doi.org/10.1007/978-3-030-89654-6_16

4. Dekker, G.W., Pechenizkiy, M., Vleeshouwers, J.M.: Predicting students drop out: a case study. In: International Working Group on Educational Data Mining (2009)

5. Fanelli, A.G.de., Deane, C.A.d.: Abandono de los estudios universitarios: dimensión, factores asociados y desafíos para la política pública. Revista Fuentes, 85–106 (2015)

Cited by 3 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Assessing and Promoting Data Fragility in Schools: Open Questionnaires for Auto-evaluation in Educational Roles;Lecture Notes in Educational Technology;2024

2. Influencia de la trayectoria de aprendizaje de la metodología Self Directed Based Learning en el éxito académico;Education in the Knowledge Society (EKS);2023-10-16

3. Identification and comparison of the main variables affecting early university dropout rates according to knowledge area and institution;Heliyon;2023-06