Category: Diversity, Equity & Inclusion
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Design for Data Ethics
Author: Cat Drew; Publisher: Royal Society Publishing; Publication Year: N/A. Summary: The following visual provides a clear framework and flow chart for data ethics in design practice. This resource has more general data ethics framework…
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The CARE Principles for Indigenous Data Governance
Author: Stephanie Russo Carroll et al.; Publisher: The Data Science Journal; Publication Year: 2020. The following article discusses how Indigenous Peoples have been oppressed in numerous ways, and with the growth of big data and…
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Racial Bias in a Medical Algorithm Favors White Patients over Sicker Black Patients
Algorithmic Bias, Algorithms, Cultural Misunderstandings, Healthcare, Racial Bias, Racial Equity, Unconscious BiasAuthor: Carolyn Y. Johnson; Publisher: The Washington Post; Publication Year: 2019. The following article describes how algorithms are created with the intention of eliminating bias, such as racial bias, but there are variables that can…
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From Headlines to Headway: Defining Data Ethics and Its Impact on Data Workers
Author: Bridget Winds Cogley; Publisher: Tableau; Publication Year: 2018. Summary: The following article defines data ethics and its importance for data professionals. The author states that ethics live “at the intersection between laws and values,”…
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Big Data and Financial Ethics: The Significant Capabilities of
Artificial Intelligence Necessitate Human Guidance and InputAuthor: Billie Trinder; Publisher: Seven Pillars Institute; Publication Year: 2019. The following article argues that external enforcement of ethical principles in data analytics is unfeasible due to the pace of technological advancement and bureaucratic lag.…
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Trust At The Center: Building An Ethical AI Framework
Author: Beena Ammanath; Publisher: Forbes; Publication Year: 2020. The following article discusses how the use of AI has seen meteoric growth as a risk factor since 2018. The use of unethical AI not only risks…