Category: Visualization

Ethical Principles

Data Security, Legal Compliance, Methods, Public Engagement, Public Good, Transparency

Author: N/A; Publisher: U.K. Statistics Authority; Publication Year: 2020. The following visual provides a resource that outlines data ethics into 6 different categories. These categories are public good, data security, methods, legal compliance, public views/engagement,…
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AI Ethics vs Data Ethics

Artificial Intelligence, Digital Ethics, Ethical Data, Machine Learning

Author: Steven Tiell; Publisher: Ethics of Data; Publication Year: 2020. The following visualization focuses on how a lot of terms surrounding the ethical considerations of data seem interchangeable, yet educating ourselves on what really constitutes…
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Systemic Data Ethics Framework: A Stable Foundation for Responsible Innovation

Accountability, Agency, Application, Compliance, Consequences, Fairness, Inclusivity, Infrastructure, Integral Theory, Materials, Strategy, Sustainability, Transparency

Author: Peter Brownell; Publisher: Systemic Data Ethics; Publication Year: N/A. The following article and visualization establishes a framework for data ethics that can be mapped visually in a number of ways. At its core, the…
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Protecting Lives & Liberty: How Contact Tracing Apps Can Foil Both COVID-19 and Big Brother

COVID-19, COVID-19 Contact Tracing, Data Privacy, DP-3T Protocol, Location Data, Sensitive Data

Author: Nicky Case; Publisher: ncase.me; Publication Year: N/A. The following resource considers how should we balance leveraging sensitive data to combat important social issues (e.g., COVID-19 contact tracing) while ensuring data privacy? One answer is…
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Ethical Data Analytics II – Incorporate Ethics Into the Design of Data Projects

Ethical Data Usage, Ethical Risks, Personal Data

Author: Mando Rotman, Tom Jongen, Floor Komen; Publisher: IG&H; Publication Year: N/A. The following tool is an Ethical Risk Quick Scan for helping clients assess the ethical risks of their data. The following questions are…
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Big Data Ethics

Algorithms, Big Data, Big Data Divides, Consent, Ownership

Author: Jonny Robinson; Publisher: Hurree; Publication Year: 2021. The following article/infographic goes over 5 main topics when it comes to ethics around big data: informed consent, privacy, ownership, algorithms/objectivity, and the big data divide. They…
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Ethics Guidelines for Trustworthy AI

Artificial Intelligence, Autonomy, Explicability, Fairness, Machine Learning, Prevention of Harm

Author: N/A; Publisher: Intrepid Tech Ventures; Publication Year: N/A. The following article discusses how when data ethical considerations comes to mind, many people go straight to ethics relating to artificial intelligence (AI) and machine learning.…
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Infografia Data Ethics Checklist

Agile Methodology, Consent, Cybersecurity, Ethical Practice, Machine Learning Algorithms, Privacy-First, Project Planning, Third-Party, Transparency

Author: N/A; Publisher: Eticas Foundation; Publication Year: 2018. The following infographic provides 9 main checklist items to go over when considering data ethics for a project. These include: 1). Team roles identified; 2). Project fully…
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Five Moves for a More Holistic Approach to Ethics in the Technology Industry

Ethical Practices, Leadership, Talent, Training

Author: N/A; Publisher: Deloitte Analysis; Publication Year: N/A. The following resource outlines a framework to providing a more holistic approach to ethics within the technology industry. It states the 5 necessary ways to accomplish and…
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