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Lessons learned from designing a curriculum analytics tool for improving student learning and program quality

Curriculum Analytics (CA) emerged as a sub-field of Learning Analytics, aiming to use large amounts of educational data to drive curriculum decision-making and program improvement. However, it is still an open question how the use of CA tools impacts student learning and program quality. To advance...

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Autores principales: Hilliger, Isabel, Aguirre, Camila, Miranda, Constanza, Celis, Sergio, Pérez-Sanagustín, Mar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8968781/
https://www.ncbi.nlm.nih.gov/pubmed/35378778
http://dx.doi.org/10.1007/s12528-022-09315-4
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author Hilliger, Isabel
Aguirre, Camila
Miranda, Constanza
Celis, Sergio
Pérez-Sanagustín, Mar
author_facet Hilliger, Isabel
Aguirre, Camila
Miranda, Constanza
Celis, Sergio
Pérez-Sanagustín, Mar
author_sort Hilliger, Isabel
collection PubMed
description Curriculum Analytics (CA) emerged as a sub-field of Learning Analytics, aiming to use large amounts of educational data to drive curriculum decision-making and program improvement. However, it is still an open question how the use of CA tools impacts student learning and program quality. To advance this field, this paper describes the lessons learned from having designed and implemented a CA tool to help managers and teaching staff reflect on curriculum and teaching practices. This CA tool was developed under a design-based research approach called The Integrative Learning Design Framework. We implemented a two-cycle building-testing structure to evaluate the perceived usefulness and usability of this tool. The first cycle consisted of designing a first version of the tool and evaluating its use throughout a case study involving 5 managers and 124 teaching staff members who participated in a 3-year continuous improvement process in one Latin American university. The second cycle consisted of redesigning the tool according to the lessons learned during the first cycle and evaluating its use throughout workshops with 16 managers and 9 teaching staff members in two Latin American universities. Findings indicate that the CA tool helped teachers collect a greater number and variety of evidence regarding students’ attainment of competencies, allowing staff to be more aware of the learning situation of their students when redesigning course assessment methods and course sequences. Currently, this CA tool is being used by 20 Latin American universities, guiding curriculum renewal strategies beyond the current global pandemic. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s12528-022-09315-4.
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spelling pubmed-89687812022-03-31 Lessons learned from designing a curriculum analytics tool for improving student learning and program quality Hilliger, Isabel Aguirre, Camila Miranda, Constanza Celis, Sergio Pérez-Sanagustín, Mar J Comput High Educ Article Curriculum Analytics (CA) emerged as a sub-field of Learning Analytics, aiming to use large amounts of educational data to drive curriculum decision-making and program improvement. However, it is still an open question how the use of CA tools impacts student learning and program quality. To advance this field, this paper describes the lessons learned from having designed and implemented a CA tool to help managers and teaching staff reflect on curriculum and teaching practices. This CA tool was developed under a design-based research approach called The Integrative Learning Design Framework. We implemented a two-cycle building-testing structure to evaluate the perceived usefulness and usability of this tool. The first cycle consisted of designing a first version of the tool and evaluating its use throughout a case study involving 5 managers and 124 teaching staff members who participated in a 3-year continuous improvement process in one Latin American university. The second cycle consisted of redesigning the tool according to the lessons learned during the first cycle and evaluating its use throughout workshops with 16 managers and 9 teaching staff members in two Latin American universities. Findings indicate that the CA tool helped teachers collect a greater number and variety of evidence regarding students’ attainment of competencies, allowing staff to be more aware of the learning situation of their students when redesigning course assessment methods and course sequences. Currently, this CA tool is being used by 20 Latin American universities, guiding curriculum renewal strategies beyond the current global pandemic. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s12528-022-09315-4. Springer US 2022-03-31 2022 /pmc/articles/PMC8968781/ /pubmed/35378778 http://dx.doi.org/10.1007/s12528-022-09315-4 Text en © The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2022 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Article
Hilliger, Isabel
Aguirre, Camila
Miranda, Constanza
Celis, Sergio
Pérez-Sanagustín, Mar
Lessons learned from designing a curriculum analytics tool for improving student learning and program quality
title Lessons learned from designing a curriculum analytics tool for improving student learning and program quality
title_full Lessons learned from designing a curriculum analytics tool for improving student learning and program quality
title_fullStr Lessons learned from designing a curriculum analytics tool for improving student learning and program quality
title_full_unstemmed Lessons learned from designing a curriculum analytics tool for improving student learning and program quality
title_short Lessons learned from designing a curriculum analytics tool for improving student learning and program quality
title_sort lessons learned from designing a curriculum analytics tool for improving student learning and program quality
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8968781/
https://www.ncbi.nlm.nih.gov/pubmed/35378778
http://dx.doi.org/10.1007/s12528-022-09315-4
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