Network analysis: an indispensable tool for curricula design. A real case-study of the degree on mathematics at the URJC in Spain

dc.contributor.authorSimon de Blas, Clara
dc.contributor.authorGómez González, Daniel
dc.contributor.authorCriado Herrero, Regino
dc.date.accessioned2025-01-22T13:11:54Z
dc.date.available2025-01-22T13:11:54Z
dc.date.issued2021-03-11
dc.description.abstractContent addition to courses and its subsequent correct sequencing in a study plan or curricula design context determine the success (and, in some cases, the failure) of such study plan in the acquisition of knowledge by students. In this work, we propose a decision model to guide curricular design committees in the tasks of course selection and sequencing in higher education contexts using a novel methodology based on network analysis. In this work, the local and global properties stemming from complex network analysis tools are studied in detail to facilitate the design of the study plan and to ensure its coherence by detecting the communities within a graph, and the local and global centrality of the courses and their dependencies are analyzed, as well as the overlapping subgroups and the functions and different positions among them. The proposed methodology is applied to the study of a real case at the Universidad Rey Juan Carlos.
dc.description.departmentDepto. de Estadística y Ciencia de los Datos
dc.description.facultyFac. de Estudios Estadísticos
dc.description.refereedTRUE
dc.description.statuspub
dc.identifier.citationSimon de Blas, C., Gomez Gonzalez, D. y Criado Herrero, R. (2021) «Network analysis: An indispensable tool for curricula design. A real case-study of the degree on mathematics at the URJC in Spain», PloS one, 16(3), p. e0248208. Disponible en: https://doi.org/10.1371/JOURNAL.PONE.0248208.
dc.identifier.doi10.1371/journal.pone.0248208
dc.identifier.issn1932-6203
dc.identifier.officialurlhttps://doi.org/10.1371/journal.pone.0248208
dc.identifier.relatedurlhttps://journals.plos.org/plosone/article?id=10.1371/journal.pone.0248208
dc.identifier.urihttps://hdl.handle.net/20.500.14352/115590
dc.issue.number3
dc.journal.titlePlos One
dc.language.isoeng
dc.page.final21
dc.page.initial1
dc.publisherPublic Library of Science (PloS)
dc.rightsAttribution-NonCommercial-NoDerivatives 4.0 Internationalen
dc.rights.accessRightsopen access
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0/
dc.subject.cdu519.8
dc.subject.cdu37.091.214
dc.subject.cdu378
dc.subject.keywordNetwork analysis
dc.subject.keywordEducation
dc.subject.keywordCurricula design
dc.subject.keywordStudy plan
dc.subject.keywordHigher education
dc.subject.keywordUniversidad Rey Juan Carlos
dc.subject.ucmInvestigación operativa (Estadística)
dc.subject.ucmEducación
dc.subject.unesco1207 Investigación Operativa
dc.subject.unesco5802 Organización y Planificación de la Educación
dc.titleNetwork analysis: an indispensable tool for curricula design. A real case-study of the degree on mathematics at the URJC in Spain
dc.typejournal article
dc.type.hasVersionVoR
dc.volume.number16
dspace.entity.typePublication
relation.isAuthorOfPublication4dcf8c54-8545-4232-8acf-c163330fd0fe
relation.isAuthorOfPublication.latestForDiscovery4dcf8c54-8545-4232-8acf-c163330fd0fe

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