Category: Frameworks

Data Ethics: the Bridge to Better Banking

Consent, Customer Trust, Data Collection, Discrimination

Author: Tim Sheehan; Publisher: GWI; Publication Year: N/A. The following article discusses how banks are starting to change the way they do business due to so much data being available. But the banking companies do…
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Doing Data Science for Social Good, Responsibly

For-Profit, Not-For-Profits, Paternalism, Power Imbalance

Author: Rachel Thomas; Publisher: fast.ai; Publication Year: 2021. The following article focuses on some of the ethical considerations not-for-profits need to consider before beginning a data science project. In addition to the general privacy and…
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Data Ethics Framework

Accountability, Fairness, Transparency

Author: N/A; Publisher: The United Kingdom’s Department for Digital, Culture, Media & Sport; Publication Year: 2020. The following framework is based on 3 principles: transparency, accountability, and fairness. These principles, supported by 5 specific actions,…
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Data Ethics in Marketing

Consent, Consumer Relationships, Consumer Trust, Marketing, Transparency

Author: N/A; Publisher: The Marketing Analytics Show; Publication Year: 2022. The following article discusses how successful marketing is centered around building trust and relationships with consumers. In a world of cookie pop-ups and privacy invasions,…
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Location Privacy and Data Ethics

Data Collection, Data Privacy, Equal Access, Geospatial Data, Location Privacy, Real-Time Data, Transparency

Author: N/A; Publisher: The MapScaping Podcast; Publication Year: 2020. The following podcast episode discusses how geospatial data can be powerful for driving business decisions and development but raises questions about location privacy and the ability…
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Ethical Use of Big Data in Financial Services

Algorithms, Data Usage, Decision-Making, Risk Management

Author: N/A; Publisher: Institute of Chartered Accountants in England and Wales; Publication Year: N/A. The following article talks about how the boards need to lead their businesses on the “right thing to do,” both in…
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CARE Principles for Indigenous Data Governance

Consent, Data Approaches, Data Privacy, Data Standards, Indigenous Peoples, Indigenous-Designed

Author: N/A; Publisher: The Global Indigenous Data Alliance; Publication Year: 2022. The following guidelines set out the minimum requirements for Indigenous-designed data approaches and standards, which can be generalized to all approaches and standards to…
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Australia’s Artificial Intelligence Ethics Framework

Accountability, Australia, Contestability, Environmental Wellbeing, Ethical Framework, Explainability, Fairness, Human Wellbeing, Privacy Protection, Reliability, Security, Societal Wellbeing, Transparency

Author: N/A; Publisher: Australian Government; Publication Year: 2022. The following guidelines provided by the Australian Government has a list of 8 items that make up their data ethics framework. These include: 1). Human, societal and…
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Building an ethical framework for data science and AI in the criminal justice system

Artificial Intelligence, Criminal Justice System, Ethical Data Usage, Ministry of Justice

Author: N/A; Publisher: The Alan Turing Institute; Publication Year: N/A. The following collaboration is an ongoing United Kingdom project working with the Ministry of Justice to ensure ethical use of data and artificial intelligence in…
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