Content-type: text/html Ethics, Analytics and the Duty of Care ~ Data Management

Ethics, Analytics and the Duty of Care ~ Data Management

Data Management

Consistently describing the core entities of an organization across different views/users of the same data, including: customers, prospects, citizens, suppliers, sites, hierarchies, chart of accounts etc. (Gartner, 2019, Toolkit).

The knowledge and skills required to navigate internal and external systems to locate, access, organize, protect and store data related to the organization's needs (Statistics Canada, 2020).

VAULTIS, short for data that is visible, accessible, understandable, linked, trustworthy, interoperable and secure. (Houston, AMCOM, 2021)

Relevant Links

These links are typically articles defining data literacy that include this theme in their definition.


L. Heeley, S. Wilkinson, Joint Nature Conservation Committee, Antti Poikola, Gov.uk, 2018;, Nancy Law, David Woo, Jimmy de la Torre, Gary Wong, Antti Poikola, UNESCO Institute for Statistics, 2018;, Antti Poikola, Open Data Institute, 2020;, Alan D. Duncan, Donna Medeiros, Aron Clarke, Sally Parker, Antti Poikola, Gartner, 2021;, Antti Poikola, Gartner, 2019;, Antti Poikola, Learn2Analyze, 2017;, Chantel Ridsdale, et.al., Dalhousie University, Proceedings of the Doctoral Consortium of Sixteenth European Conference on Technology Enhanced Learning, 2015;, Databilities, et.al., Data to the People, Proceedings of the Doctoral Consortium of Sixteenth European Conference on Technology Enhanced Learning, 2020;, Annika Wolff, Daniel Gooch, Jose J. Cavero Montaner, Umar Rashid, Gerd Kortuem, Canada.ca, 2016;, Andreas Grillenberger, Ralf Romeike, Kateryna Maltseva Reiby, Proceedings of the 13th Workshop in Primary and Secondary Computing Education, Safegraph, 2018;, Edith Gummer, Ellen B. Mandinach, Kateryna Maltseva Reiby, Teachers College Record, Safegraph, 2015;, Kerensa Houston, U.S. Army, 2021;

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