Tag: Transparency

Health Data Poverty: An Assailable Barrier to Equitable Digital Health Care

Data Collection, Data Privacy, Equity Gap, Health Data, Health Data Poverty, Healthcare Inequality, Healthcare Services, Machine Learning, Representation, Transparency

Author: Hussein Ibrahim, Xiaoxuan Liu, Nevine Zariffa, Andrew D. Morris, Alastair K. Denniston; Publisher: The Lancet Digital Health; Publication Year: 2021. The following study identifies how machine learning and advanced technologies can now be used…
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Google Model Cards: A Proposed First Step

Google, Machine Learning, Transparency

Author: N/A; Publisher: Google Cloud; Publication Year: N/A. The following tool is a proposed method for machine learning transparency similar to Microsoft’s Datasheets for Datasets. It proposes a “card” that comes with each model, designed…
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How To Design Ethical Storytelling

Cultural Equity, Diversity, Ethical Storytelling, Identity Protection, Sustainability, Transparency

Author: Goldie Chan; Publisher: Forbes; Publication Year: 2022. The following article is an interview with Nicole Solis-Sison who is a director and producer. In her work, she emphasizes the need for cultural equity, diversity, and…
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Why Marketers Must Embrace Ethical Data Use

Advertising, Customer Trust, Data Confidentiality, Marketing, Personal Data, Transparency

Author: Gabrielle Robitaille; Publisher: World Federation of Advertisers; Publication Year: 2020. The following article focuses on how gaining consumer trust is key for business success, and the adoption of data ethics in marketing and advertising…
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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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No Trust, No Data – How Digital Development Depends on Ethics

COVID-19, Danish Data Ethics Council, Data Privacy, Data Security, Data Storage, Denmark, Political Accountability, Transparency

Author: Frederik Weiergang Larsen, Ninni Gustavsen. Publisher: UNESCO Inclusive Policy Lab Publication Year: 2021 Summary: The following article is primarily regarding data ethics in Denmark, but its principles are generalizable for all data professionals. When…
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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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Five Data Ethics Considerations for 2020

Algorithms, Curation, Data Collection, Dissemination, Processing, Transparency

Author: N/A; Publisher: e Week; Publication Year: 2020. The following article outlines 5 data ethics considerations as the collection of data becomes more popular in the coming years. The author suggests that data scientists consider…
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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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