A data ethics framework for responsible responsive organizations in the digital world

Author:

Marcovitch Inbal1,Rancourt Eric2

Affiliation:

1. Formerly Standards Council of Canada, ON, Canada

2. Modern Statistical Methods and Data Science, Statistics Canada, Ottawa, ON, Canada

Abstract

Data are an integral part of the normative world and therefore ethics. With the advent of big data and data science, increased attention has been given to the ethics of artificial intelligence. However, data ethics is broader than that and must now be considered on its own as a field of ethics. In this paper, we make the case for the importance of data ethics and propose a general framework to support organizations in adopting ethical data practices. We provide the examples of statistics and standards as two contexts within which data ethics can be advanced and where advancements have already been made.

Publisher

IOS Press

Subject

Statistics, Probability and Uncertainty,Economics and Econometrics,Management Information Systems

Reference40 articles.

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3. OECD Digital Economy Outlook 2020

4. Independent Expert Advisory Group (IEAG). A world that counts: Mobilizing the data revolution for sustainable development. Report, the Independent Expert Advisory Group on a Data Revolution for Sustainable Development, United Nations, New York, 2014. Available at: https://www.undatarevolution.org/wp-content/uploads/2014/11/A-World-That-Counts.pdf

5. Statistics Canada. The value of data in Canada: Experimental estimates. Latest Developments in the CanadianEconomic Accounts. Her Majesty the Queen in Right of Canada, 2019. Available at: https://www150.statcan.gc.ca/n1/en/catalogue/13-605-X201900100009.

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