Explore our collection of data ethics resources
Dive into our expansive collection of articles, case studies, datasets, and multimedia content, carefully compiled and continually updated to reflect the latest in ethical considerations in analytics.
Dive into our expansive collection of articles, case studies, datasets, and multimedia content, carefully compiled and continually updated to reflect the latest in ethical considerations in analytics.
Author: Karen Hao; Publisher: MIT Technology Review; Publication Year: 2019. The following resource is a must-read for anyone who wants to know how unethical and plain incorrect use of machine learning can severely impact underrepresented…
Author: Karen Hao; Publisher: MIT Technology Review; Publication Year: 2019. The following article describes how people may have seen personalized Facebook advertisements on their feed. As it turns out, that algorithm, based on machine learning,…
Author: Kamaljeet Kaur, Ishu Gupta, Ashutosh Kumar Singh; Publisher: Journal of Physics: Conference Series; Publication Year: 2017. The following article discusses how protecting intellectual property (IP) is a major concern for today’s organizations, because a…
Author: K. Steven Brown, LesLeigh Ford, Shena Ashley; Publisher: Racial Equity Analytics Lab; Publication Year: 2021. The following guide by the Urban Institute is meant to guide the practice of data disaggregation when using imputation,…
Author: Juliana Kim; Publisher: National Public Radio; Publication Year: 2022. The following article discusses the role of data in the post-Roe vs. Wade legal framework. Several states have limited or banned abortion since the Supreme…
Author: Julia Hopkins; Publisher: University of New Hampshire Scholars’ Repository ; Publication Year: 2016. The following thesis study talks about the effectiveness, efficiency, and ethics of marketing analytics. Also, the author says how targeted advertising…
Author: Julia Bossmann; Publisher: World Economic Forum; Publication Year: 2016. The following article discusses 9 ethical issues with the use of artificial intelligence (AI) and the corresponding questions that should be asked: 1). Unemployment: What…
Author: Joy Looney; Publisher: Data Iku; Publication Year: 2022. The following article lays out a framework for the ethical development of machine learning models. This framework contains concrete examples of actions that data scientists and…