Category: Frameworks

Can Data Science Change Human Resources?

Decision-Making, Human Resources

Author: Peter Cappelli, Prasand Tambe, Valery Yakubovich; Publisher: Research Gate; Publication Year: 2020. The following article discusses how the need for better and more objective decisions is evident. It is also clear that the realities…
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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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Understanding AI Bias in Banking

AI Bias, Artificial Intelligence, Ethical AI, Human Bias

Author: Pedro Saleiro; Publisher: Feedzai; Publication Year: 2020. The following document discusses how recent events pushed organizations and individuals to push back against biases in financial institutes. In the digital age, however, it is not…
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The Ethics of Algorithms

Data Curation, Data Usage, Verifiable Data

Author: Paula Derrow; Publisher: Rutgers Magazine; Publication Year: 2022. The following article provides the idea that we should be more focused on “data curation.” This is the idea that more care should be given to…
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It’s Good to Share: Why Environmental Scientists’ Ethics Are Out of Date

Climate Change, Data Sharing, Environmental Science, Undersharing Data

Author: Patricia A. Soranno, Kendra S. Cheruvelil, Kevin C. Elliott, Georgina M. Montgomery; Publisher: BioScience; Publication Year: 2015. The following article discusses how many times we are concerned with the ethics of oversharing data, but…
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Ethics in The Metaverse: Why Data Concerns Needs to be Resolved Now, Not Later

Data Accountability, Data Compliance, Data Education, Metaverse

Author: Ozair Merav; Publisher: Nasdaq; Publication Year: 2018. The following article discusses multiple data concerns that should be watched for in the Metaverse and should possibly be fixed before it becomes mainstream. The 4 biggest…
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My Data and Design Ethics Manifesto

Agnostic Innocuousness, Artificial Intelligence, Bad Algorithms, Facebook Russian Election Scandal, Human Bias, Malicious Actors, PageRank Algorithm

Author: Ovetta Sampson; Publisher: Medium; Publication Year: 2018. The following article discusses how bad algorithms compounded with bad actors have caused much technological harm over the past few years. The Facebook Russian Election scandal went…
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Explore Community Technology: Questioning our Digital Environment

Collaborative Design, Community Infrastructure, Community Technology, Digital Justice, Digital Stewardship, Participatory Learning, Self-Governance, Sustainability

Author: N/A; Publisher: Community Technology Field Guide; Publication Year: N/A. The following field guide is a collective resource for digital stewardship, digital justice, and community infrastructure. It consists of a neighborhood network construction kit, activities…
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Good Practice Principles for Data Ethics in the Public Sector

Accountability, Data Access, Data Management, Data Sharing, Data Usage, Personal Data, Public Sector

Author: N/A; Publisher: OECD; Publication Year: N/A. The following document introduces 10 Good Practice Principles for Data Ethics in the Public Sector, including a set of specific actions which can support their implementation: 1). Manage…
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