Towards analytics data governance in family compensation funds in Colombia - Case Study

Londoño Muñoz, Susana

Publicación:
Towards analytics data governance in family compensation funds in Colombia - Case Study

dc.contributor.advisor	Tabares Betancur, Marta Silvia del Socorro
dc.contributor.author	Londoño Muñoz, Susana
dc.coverage.spatial	Medellín de: Lat: 06 15 00 N degrees minutes Lat: 6.2500 decimal degrees Long: 075 36 00 W degrees minutes Long: -75.6000 decimal degrees	eng
dc.creator.email	slondo50@eafit.edu.co
dc.date.accessioned	2024-09-24T19:49:57Z
dc.date.available	2024-09-24T19:49:57Z
dc.date.issued	2024
dc.description.abstract	Family compensation funds are private social organizations, characterized by delivering various services to workers and their families. With a wide diversity of services and public, their data will be equally heterogeneous. The nature of family compensation funds functions means that data decision-making directly affects the delivery of services associated with the quality of life of workers and their families. The impact of data and analytics on the lives of these individuals is profound, making the role of Analytics Data Governance even more crucial. This article proposes a model of Analytics Data Governance that can be applied in the family compensation funds of Colombia, emphasizing on analytics data by adjusting the elements of a transactional data governance model to the phases of analytical life cycle proposed in CRISP-DM, this will allow control over the different data sources, formats, and participants in the various phases of the analytics data lifecycle that are part of decision-making in these types of organizations. Only two articles were found addressing data governance in family compensation funds in Colombia, and their emphasis was purely on transactional data management. Crucial elements of data governance such as roles, responsibilities, policies, standards, and procedures are proposed to address these organizations’ challenges in analytics data governance. In the context of Comfama, where the implementation of a data governance is in progress, this work addresses how the elements proposed are applied to extend data governance to analytics data.
dc.description.degreelevel	Maestría	spa
dc.description.degreename	Magíster en Ciencias de Datos y Analítica	spa
dc.format.mimetype	application/pdf
dc.identifier.instname	instname:Universidad EAFIT
dc.identifier.reponame	reponame:Repositorio Institucional Universidad EAFIT
dc.identifier.repourl	repourl:https://repository.eafit.edu.co
dc.identifier.uri	https://hdl.handle.net/10784/34625
dc.language.iso	eng
dc.publisher	Universidad EAFIT	spa
dc.publisher.department	Área Computación y Analítica	spa
dc.publisher.faculty	Escuela de Ciencias Aplicadas e Ingeniería	spa
dc.publisher.place	Medellín	spa
dc.publisher.program	Maestría en Ciencias de los Datos y Analítica	spa
dc.rights	Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0)	spa
dc.rights.accessrights	info:eu-repo/semantics/openAccess
dc.rights.coar	http://purl.org/coar/access_right/c_abf2
dc.rights.local	Acceso abierto
dc.rights.local		spa
dc.rights.uri	http://creativecommons.org/licenses/by/4.0/deed.es
dc.subject	Gobierno de datos analíticos
dc.subject	Caja de compensación familiar
dc.subject	Gestión de datos
dc.subject	Gobierno de datos
dc.subject.keyword	Analytics data governance
dc.subject.keyword	Family compensation funds
dc.subject.keyword	Data management
dc.subject.lemb	CIENCIA DE LA INFORMACIÓN
dc.subject.lemb	PROCESAMIENTO ELECTRÓNICO DE DATOS
dc.subject.lemb	TOMA DE DECISIONES
dc.title	Towards analytics data governance in family compensation funds in Colombia - Case Study
dc.type	info:eu-repo/semantics/masterThesis
dc.type.coar	http://purl.org/coar/resource_type/c_bdcc
dc.type.coarversion	http://purl.org/coar/version/c_ab4af688f83e57aa
dc.type.local	Tesis de Maestría	spa
dc.type.local	Artículo	spa
dc.type.redcol	http://purl.org/redcol/resource_type/TM
dc.type.version	info:eu-repo/semantics/acceptedVersion
dspace.entity.type	Publication