Council Explorations and Findings
The Right to be Forgotten or the Duty to be Remembered? Twitter data reuse and implications for user privacy
Improving Services—At What Cost? Examining the Ethics of Twitter Research at the Montana State University Library
Where are Human Subjects in Big Data Research? The Emerging Ethics Divide
Jacob Metcalf and Kate Crawford illustrate how proposed changes to the regulations governing human-subjects research protections do not address certain harms caused by big data research that uses public datasets, and discuss what ethical protections "data subjects" might require. Published in Big Data and Society, Spring 2016.
Perspectives on Big Data, Ethics, and Society
The Council for Big Data, Ethics, and Society publishes a comprehensive white paper consolidating conversations and ideas from two years of meetings and discussions.
Case Study: “It Was A Matter of Life and Death”: A YouTube Engineer’s Decision to Alter Data in the ‘It Gets Better Project’
In this case study, a YouTube engineer contemplates whether to subvert engineering best practices to bypass storage capacity limits on videos created for the It Gets Better Project, which aims to prevent self-harm by LGBTQ youth.
Case Study: The Ethics of Using Hacked Data: Patreon’s Data Hack and Academic Data Standards
Should researchers utilize hacked datasets that have been released in public forums? This case study discusses the ethical arguments for and against utilizing hacked crowdfunding data for academic research.
Letter on Proposed Changes to the Common Rule
This letter provides feedback to the U.S. Department of Health and Human Services regarding proposed changes to the regulation of human subjects research outlined in the Common Rule.
Case Study: No Encore for Encore? Ethical questions for web-based censorship measurement
This case study examines tricky ethical questions that arise when researchers co-opt Internet-connected devices as vantage points for data collection, without the knowledge or consent of the users of those devices. Authors: Arvind Narayanan and Bendert Zevenbergen
Human-Subjects Protections and Big Data: Open Questions and Changing Landscapes
This report examines the relationship between human subjects protections in the social sciences and the humanities, and big data research techniques that are emerging in technological fields such as statistics, computer science, and software engineering.
Pedagogical Approaches to Data Ethics
This report examines data ethics curricula and trainings from undergraduate and online courses to masters and doctorate programs, and provides historical background information, federal funding requirements, and current trends.