Consideraciones éticas en torno al uso de tecnologías basadas en datos masivos en la UNED
- 1 Vicerrectorado de Digitalización e Innovación, UNED (España)
ISSN: 1138-2783
Year of publication: 2020
Issue Title: Analítica del aprendizaje y educación basada en datos: Un campo en expansión
Volume: 23
Issue: 2
Pages: 237-252
Type: Article
More publications in: RIED: revista iberoamericana de educación a distancia
Abstract
This document draws up an ethical position about the use of massive data-based technologies is drawn, with a particular focus on the teaching and learning processes in UNED. We intend to raise awareness on the concrete risks associated with the potential advantages of using those technologies, and we set out some important questions and some possible answers to them, including nine essential cautions which can provide a sound basis for any projects requiring the use of massive data in UNED.In the first place, we explain what we understand by an ethics of care, in which the priority must be to take care of the students through the use of their data and, at the same time, to care about any data-based intervention being clean in its presumptions and bias-free. Then we consider a selection of previous works that have inspired ours, and we enumerate key questions over which any institution must ponder before starting to work with personal data. Finally, we state nine cautions that our institution adheres to and that every member of the University has been invited to deliberate upon.
Bibliographic References
- AEPD (2019). Guía práctica para las evaluaciones de impacto en la protección de los datos sujetas al RGPD, Agencia Española de Protección de Datos. [En línea]. Disponible en: https://www.aepd.es/media/guias/guia-evaluaciones-de-impacto-rgpd.pdf. [Accedido: 04-abr-2019].
- Bailey, P. y Sclatter, N. (2019). Code of practice for learning analytics, Jisc. [En línea]. Disponible en: https://www.jisc.ac.uk/guides/code-of-practice-for-learning-analytics. [Accedido: 19-mar-2019].
- Bienkowski, M., Feng, M., & Means, B. (2012). Enhancing teaching and learning through educational data mining and learning analytics: An issue brief, U.S. Department of Education, Office of Educational Technology.
- Biosca, P. (2018). Lo mejor y lo peor de la nueva normativa de privacidad, según los expertos, ABC. [En línea]. Disponible en: https://www.abc.es/tecnologia/redes/abci-rgpd-mejor-y-peor-nueva-normativa-privacidad-segun-expertos-201805242219_noticia.html. [Accedido: 20-may-2019].
- Blake, W. (1790). The Marriage of Heaven and Hell. En Erdman, David V. (ed.). The Complete Poetry and Prose. Versión de José Viñals.
- Comisión Europea (2014). Responsible research & innovation, Horizon 2020 - European Commission. [En línea]. Disponible en: https://ec.europa.eu/programmes/horizon2020/en/h2020-section/responsible-research-innovation . [Accedido: 19-mar-2019].
- Drachsler H. y Greller W. (2016). Privacy and Analytics: It’s a DELICATE Issue a Checklist for Trusted Learning Analytics, en Proceedings of the Sixth International Conference on Learning Analytics & Knowledge, New York, NY, USA, pp. 89–98.
- Farrow, R. (2015). Ethical principles of learning analytics – mini critique. [En línea]. Disponible en: https://philosopher1978.wordpress.com/2015/12/03/ethical-principles-of-learning-analytics-mini-critique/. [Accedido: 19-mar-2019].
- Floridi, L. y Taddeo, M. (2016). What is Data Ethics?, Philosophical Transactions of the Royal Society A, vol. 374, n.o 2083.
- Kitchin, R. (2014). The Data Revolution: Big Data, Open Data, Data Infrastructures & Their Consequences. SAGE Publications Ltd.
- Maalej, W., Nayebi M., Johann, T. y Ruhe, G. (2016). Toward Data-Driven Requirements Engineering, IEEE Software, vol. 33, n.o 1, pp. 48-54.
- Open University (2019). Ethical use of Student Data for Learning Analytics – Student Policies and Regulations – Open University. [En línea]. Disponible en: https://help.open.ac.uk/documents/policies/ethical-use-of-student-data. [Accedido: 19-mar-2019].
- Prinsloo, P. y Slade, S. (2017). Big Data, Higher Education and Learning Analytics: Beyond Justice, Towards an Ethics of Care, en Big Data and Learning Analytics in Higher Education: Current Theory and Practice, B. Kei Daniel, Ed. Cham: Springer International Publishing, pp. 109-124.
- Roberts, L. D., Chang, V., & Gibson, D. (2017). Ethical Considerations in Adopting a University- and System-Wide Approach to Data and Learning Analytics. En B. Kei Daniel (Ed.), Big Data and Learning Analytics in Higher Education: Current Theory and Practice (pp. 89-108). Springer International Publishing.
- Selwyn, N. (2013). Distrusting educational technology: Critical questions for changing times. Routledge.
- Singer, N. (2014). InBloom Student Data Repository to Close, Bits Blog, [En línea]. Disponible en: https://bits.blogs.nytimes.com/2014/04/21/inbloom-student-data-repository-to-close/. [Accedido: 21-abr-2019].
- Slade, S. and Tait, A. (2019). Global guidelines: Ethics in Learning Analytics, International Council for Open and Distance Education (ICDE). [En línea]. Disponible en: https://www.icde.org/s/Global-guidelines-for-Ethics-in-Learning-Analytics-Web-ready-March-2019.pdf. [Accedido: 19-mar-2019].
- Steiner, C.M., Kickmeier-Rust, M.D. y Albert, D. (2016). LEA in Private: A Privacy and Data Protection Framework for a Learning Analytics Toolbox, Journal of Learning Analytics, vol. 3, n.o 1, pp. 66–90.
- Student Privacy Matters (2019). Parent Coalition for Student Privacy, Parent Coalition for Student Privacy. [En línea]. Disponible en: https://www.studentprivacymatters.org/. [Accedido: 19-mar-2019].
- Tsai, Y. S. et al. (2018). SHEILA: Supporting Higher Education to Intergrade Learning Analytics. [En línea]. Disponible en: https://sheilaproject.eu/2018/11/30/sheila-final-research-report/. [Accedido: 20-may-2019].
- Unión Europea (2016). Reglamento (UE) 2016/679 del Parlamento Europeo y del Consejo, de 27 de abril de 2016, relativo a la protección de las personas físicas en lo que respecta al tratamiento de datos personales y a la libre circulación de estos datos y por el que se deroga la Directiva 95/46/CE (Reglamento general de protección de datos) (Texto pertinente a efectos del EEE), vol. 119. [En línea]. Disponible en: http://data.europa.eu/eli/reg/2016/679/oj/spa.