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Evaluating Learning Outcomes Through Curriculum Analytics: Actionable Insights for Curriculum Decision-making A Design-based research approach to assess learning outcomes in higher education
Indexado
WoS WOS:001440918000035
Scopus SCOPUS_ID:105000349840
DOI 10.1145/3706468.3706518
Año 2025
Tipo proceedings paper

Citas Totales

Autores Afiliación Chile

Instituciones Chile

% Participación
Internacional

Autores
Afiliación Extranjera

Instituciones
Extranjeras


Abstract



Learning analytics (LA) emerged with the promise of improving student learning outcomes (LOs), however, its effectiveness in informing actionable insights remains a challenge. Curriculum analytics (CA), a subfield of LA, seeks to address this by using data to inform curriculum development. This study explores using CA to evaluate LOs through direct standardized measures at the subject level, examining how this process informs curriculum decision-making. Conducted at an engineering-focused higher education institution, the research involved 32 administrators and 153 faculty members, serving 9.906 students across nine programs. By utilizing the Integrative Learning Design Framework, we conducted three phases of this framework and present key results. Findings confirm the importance of stakeholder involvement throughout different design phases, highlighting the need for ongoing training and support. Among the actionable insights that emerged from LOs assessments, we identified faculty reflections regarding the need to incorporate active learning strategies, improve course planning, and acknowledge the need for education-specific training for faculty development. Although the study does not demonstrate whether these insights lead to improvements in LOs, this paper contributes to the CA field by offering a practical approach to evaluating LOs and translating these assessments into actionable improvements within an actual-world educational context.

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Disciplinas de Investigación



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Scopus
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SciELO
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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 Hernandez-Campos, Monica - Inst Tecnol Costa Rica - Costa Rica
Instituto Tecnológico de Costa Rica - Costa Rica
2 Hilliger, Isabel - Pontificia Universidad Católica de Chile - Chile
3 Garcia-Penalvo, Francisco-Jose - Univ Salamanca - España
Universidad de Salamanca - España
4 ACM Corporación

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Financiamiento



Fuente
Ministerio de Ciencia e Innovación
Tecnológico de Costa Rica
Ministry of Science and Innovation through the AvisSA project

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Agradecimientos



Agradecimiento
This research was partially funded by the Ministry of Science and Innovation through the AvisSA project (grant number PID2020-118345RB-I00) as well as Tecnologico de Costa Rica. We extend our gratitude to Ph.D. Luis Diego Guillen for his valuable contributions in revising the text.
This research was partially funded by the Ministry of Science and Innovation through the AvisSA project (grant number PID2020- 118345RB-I00) as well as Tecnol\u00F3gico de Costa Rica. We extend our gratitude to Ph.D. Luis Diego Guill\u00E9n for his valuable contributions in revising the text.

Muestra la fuente de financiamiento declarada en la publicación.