Category: Diversity, Equity & Inclusion

Mitigating Bias in Artificial Intelligence: An Equity Fluent Leadership Playbook

Artificial Intelligence, Bias Mitigation, Business

Author: Genevieve Smith, Ishita Rustagi; Publisher: Berkeley Haas, Center for Equity, Gender and Leadership; Publication Year: N/A. The following resource is a business playbook for mitigating bias in artificial intelligence (AI). It has several real-life…
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Big Data, Ethics and Children

Accountability, Child Rights, Children, Data Collection, Data Literacy, Transparency

Author: Gabrielle Berman; Publisher: United Nations Children’s Fund (UNICEF); Publication Year: 2017. In the following article, the author begins with the statistic that an estimated 1 out of 3 internet users are children. Children now…
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Reducing Valuation Bias by Addressing Appraiser and Property Valuation Commentary

Appraisal, Automated Valuation Models, Federal Housing Finance Agency, Neighborhood Description, Racial Bias

Author: N/A; Publisher: Federal Housing Finance Agency; Publication Year: 2021. The following document is a commentary by the Federal Housing Finance Agency about the use of automated appraisal of houses through Automated Valuation Models (AVM’s).…
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Federal Data Strategy Data Ethics Framework

Data Usage, Decision-Making, Federal Government

Author: Trey Bradley et. al.; Publisher: Federal Data Strategy; Publication Year: 2019. The following resource is considered a data ethics framework for the federal government. Some key players in the data ethics decision making field…
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Working Through Ethics Review of Big Data Research Projects: An Investigation into the Experiences of Swiss and American Researchers

Ethics Committee, Human Subjects, Institutional Review Boards, Social Media, Switzerland, United States

Author: Maddalena Favaretto, Eva De Clercq, Matthias Briel, Bernice Simone Elger; Publisher: National Library of Medicine; Publication Year: 2020. The following article discusses the differences between Swiss and U.S. in terms of ethics committees and…
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Ethical Issues Surrounding Research of AI in Health Care

Accountability, Artificial Intelligence, Autonomy, Equity, Inclusivity, Public Interest, Sustainability, Transparency, World Health Organization

Author: F. Lisa Murtha, Pralika Jain and Kiyong Song; Publisher: Reuters; Publication Year: 2022. The following article discusses the controversy around artificial intelligence (AI) in healthcare has become a barrier to using AI to better…
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A Philosophy of Games That Is Really a Philosophy of Life

Engagement, Gamification, Incentive, Personal Agency

Author: Ezra Klein, C. Thi Nguyen; Publisher: The Ezra Klein Show; Publication Year: 2022. The following podcast episode touches on several topics related to data and ethics. It notably focuses on the increasing role of…
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Ethical Data Usage in an Era of Digital Technology and Regulation

Corporate Data Programs, Data Ownership, Ethical Data Usage, Privacy Protection, risk mitigation, Transparency

Author: Ewa Janiszewska-Kiewra, Jannik Podlesny, Henning Soller; Publisher: McKinsey Digital; Publication Year: 2020. The following article makes the case for the formation of corporate data programs to ensure data is being used ethically. In addition,…
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General Data Protection Regulation

Consent, Data Collection, Data Usage, Encryption, European Union, General Data Protection Regulation, Marketing, Proliferation, Right to Be Forgotten, Right to Be Informed

Author: N/A; Publisher: Intersoft Consulting; Publication Year: 2018. The following document discusses how the General Data Protection Regulation is a fundamental document that imposes regulations in the European Union regarding data collection, usage, and proliferation.…
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