Examinando por Materia "Data management"

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    Towards analytics data governance in family compensation funds in Colombia - Case Study
    (Universidad EAFIT, 2024) Londoño Muñoz, Susana; Tabares Betancur, Marta Silvia del Socorro
    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.