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Identifying needs for learning analytics adoption in Latin American universities: A mixed-methods approach
Indexado
WoS WOS:000527942200006
Scopus SCOPUS_ID:85078855593
DOI 10.1016/J.IHEDUC.2020.100726
Año 2020
Tipo artículo de investigación

Citas Totales

Autores Afiliación Chile

Instituciones Chile

% Participación
Internacional

Autores
Afiliación Extranjera

Instituciones
Extranjeras


Abstract



Learning Analytics (LA) is perceived to be a promising strategy to tackle persisting educational challenges in Latin America, such as quality disparities and high dropout rates. However, Latin American universities have fallen behind in LA adoption compared to institutions in other regions. To understand stakeholders' needs for LA services, this study used mixed methods to collect data in four Latin American Universities. Qualitative data was obtained from 37 interviews with managers and 16 focus groups with 51 teaching staff and 45 students, whereas quantitative data was obtained from surveys answered by 1884 students and 368 teaching staff. According to the triangulation of both types of evidence, we found that (1) students need quality feedback and timely support, (2) teaching staff need timely alerts and meaningful performance evaluations, and (3) managers need quality information to implement support interventions. Thus, LA offers an opportunity to integrate data-driven decision-making in existing tasks.

Métricas Externas



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Disciplinas de Investigación



WOS
Education & Educational Research
Scopus
Computer Networks And Communications
Computer Science Applications
Education
SciELO
Sin Disciplinas

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Publicaciones WoS (Ediciones: ISSHP, ISTP, AHCI, SSCI, SCI), Scopus, SciELO Chile.

Colaboración Institucional



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Autores - Afiliación



Ord. Autor Género Institución - País
1 Hilliger, Isabel Mujer Pontificia Universidad Católica de Chile - Chile
2 Ortiz-Rojas, Margarita Mujer Escuela Super Politecn Litoral - Ecuador
Escuela Superior Politecnica del Litoral Ecuador - Ecuador
3 Pesantez-Cabrera, Paola Mujer Univ Cuenca - Ecuador
University of Cuenca - Ecuador
4 Scheihing, Eliana Mujer Universidad Austral de Chile - Chile
5 Tsai, Yi-Shan - UNIV EDINBURGH - Reino Unido
University of Edinburgh - Reino Unido
The University of Edinburgh - Reino Unido
6 MUNOZ-MERINO, PEDRO JOSE Hombre Univ Carlos III Madrid - España
Universidad Carlos III de Madrid - España
7 Broos, Tom - KU Leuvent - Bélgica
KU Leuven - Bélgica
8 Whitelock-Wainwright, Alexander Hombre MONASH UNIV - Australia
Monash University - Australia
9 Pérez-Sanagustín, Mar Mujer Pontificia Universidad Católica de Chile - Chile
Univ Paul Sabatier Toulouse III - Francia
Universite Paul Sabatier Toulouse III - Francia
Université Toulouse III - Paul Sabatier - Francia

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Origen de Citas Identificadas



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Citas identificadas: Las citas provienen de documentos incluidos en la base de datos de DATACIENCIA

Citas Identificadas: 2.56 %
Citas No-identificadas: 97.44 %

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Citas identificadas: Las citas provienen de documentos incluidos en la base de datos de DATACIENCIA

Citas Identificadas: 2.56 %
Citas No-identificadas: 97.44 %

Financiamiento



Fuente
European Commission
Harvard University
EU LALA project
commission

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Agradecimientos



Agradecimiento
This work was funded by the EU LALA project (grant no. 586120-EPP-1-2017-1-ES-EPPKA2-CBHE-JP). This project has been funded with support from the European Commission. This publication reflects the views only of the authors, and the Commission cannot be held responsible for any use which may be made of the information contained therein. The authors would like to thank the reviewers for their constructive suggestions, in addition to the Laspau fellowship program, organization affiliated to Harvard University that supported this work during its development.
This work was funded by the EU LALA project (grant no. 586120-EPP-1-2017-1-ES-EPPKA2-CBHE-JP). This project has been funded with support from the European Commission. This publication reflects the views only of the authors, and the Commission cannot be held responsible for any use which may be made of the information contained therein. The authors would like to thank the reviewers for their constructive suggestions, in addition to the Laspau fellowship program, organization affiliated to Harvard University that supported this work during its development.

Muestra la fuente de financiamiento declarada en la publicación.