Consideration and Disclosure of Group Risks in Genomics and Other Data-Centric Research: Does the Common Rule Need Revision?
- PMID: 38010648
- PMCID: PMC11167719
- DOI: 10.1080/15265161.2023.2276161
Consideration and Disclosure of Group Risks in Genomics and Other Data-Centric Research: Does the Common Rule Need Revision?
Abstract
Harms and risks to groups and third-parties can be significant in the context of research, particularly in data-centric studies involving genomic, artificial intelligence, and/or machine learning technologies. This article explores whether and how United States federal regulations should be adapted to better align with current ethical thinking and protect group interests. Three aspects of the Common Rule deserve attention and reconsideration with respect to group interests: institutional review board (IRB) assessment of the risks/benefits of research; disclosure requirements in the informed consent process; and criteria for waivers of informed consent. In accordance with respect for persons and communities, investigators and IRBs should systematically consider potential group harm when designing and reviewing protocols, respectively. Research participants should be informed about any potential group harm in the consent process. We call for additional public discussion, empirical research, and normative analysis on these issues to determine the right regulatory and policy path forward.
Keywords: Group harm; big data; genetic research; genomic research; informed consent; institutional review board; research ethics.
Comment in
-
Just Tradeoffs in Health Research Decision-Making: A Gap in the Common Rule.Am J Bioeth. 2025 Feb;25(2):80-82. doi: 10.1080/15265161.2024.2441731. Epub 2025 Jan 29. Am J Bioeth. 2025. PMID: 39878716 No abstract available.
-
Addressing Risk in Data Centric Research via Community Engagement.Am J Bioeth. 2025 Feb;25(2):85-87. doi: 10.1080/15265161.2024.2441698. Epub 2025 Jan 29. Am J Bioeth. 2025. PMID: 39878717 No abstract available.
-
Consensus and Solidarity: Protecting All People from Group Harms.Am J Bioeth. 2025 Feb;25(2):71-73. doi: 10.1080/15265161.2024.2441754. Epub 2025 Jan 29. Am J Bioeth. 2025. PMID: 39878718 No abstract available.
-
Beyond Individual Responsibility: Group Harms in Genomic (Data-Centric) Research Ethics Require Structural, Justice-Oriented Solutions.Am J Bioeth. 2025 Feb;25(2):77-79. doi: 10.1080/15265161.2024.2441719. Epub 2025 Jan 29. Am J Bioeth. 2025. PMID: 39878720 No abstract available.
-
Looking Beyond the IRB.Am J Bioeth. 2025 Feb;25(2):3-5. doi: 10.1080/15265161.2025.2450982. Epub 2025 Jan 29. Am J Bioeth. 2025. PMID: 39878721 No abstract available.
-
Why Revise When We Should Reconcile?Am J Bioeth. 2025 Feb;25(2):64-67. doi: 10.1080/15265161.2024.2441757. Epub 2025 Jan 29. Am J Bioeth. 2025. PMID: 39878725 Free PMC article. No abstract available.
-
Common Rule Revisions to Govern Machine Learning on Indigenous Data: Implementing the Expectations.Am J Bioeth. 2025 Feb;25(2):73-76. doi: 10.1080/15265161.2024.2441737. Epub 2025 Jan 29. Am J Bioeth. 2025. PMID: 39878726 Free PMC article. No abstract available.
-
From Data to Harm: Exploring Ethical and Social Implications of Polygenic Scores for Social Traits.Am J Bioeth. 2025 Feb;25(2):82-84. doi: 10.1080/15265161.2024.2441743. Epub 2025 Jan 29. Am J Bioeth. 2025. PMID: 39878736 No abstract available.
-
Research and Reasons: In Defense of the Common Rule's Preclusionary Statement.Am J Bioeth. 2025 Feb;25(2):67-70. doi: 10.1080/15265161.2024.2441723. Epub 2025 Jan 29. Am J Bioeth. 2025. PMID: 39878741 No abstract available.
-
Beyond Individual Consent: The Hidden Crisis of Group Harm in the AI and Genomics Era.Am J Bioeth. 2025 Feb;25(2):93-94. doi: 10.1080/15265161.2024.2441746. Epub 2025 Jan 29. Am J Bioeth. 2025. PMID: 39878742 No abstract available.
-
Collective Risks and the Social Disvalue of Research.Am J Bioeth. 2025 Feb;25(2):90-93. doi: 10.1080/15265161.2024.2441724. Epub 2025 Jan 29. Am J Bioeth. 2025. PMID: 39878743 No abstract available.
-
Integrating Community Voices in Data-Centric Research: Overcoming Barriers to Meaningful Engagement.Am J Bioeth. 2025 Feb;25(2):87-90. doi: 10.1080/15265161.2024.2441748. Epub 2025 Jan 29. Am J Bioeth. 2025. PMID: 39878745 No abstract available.
-
Group Risks: Thinking Outside the Box.Am J Bioeth. 2025 Feb;25(2):61-64. doi: 10.1080/15265161.2024.2441729. Epub 2025 Jan 29. Am J Bioeth. 2025. PMID: 39878747 No abstract available.
-
Wanted, but Elusive: Clear Solutions for Addressing Potential Group Harm in Data-Centric Research.Am J Bioeth. 2025 Apr;25(4):W13-W16. doi: 10.1080/15265161.2025.2470696. Epub 2025 Mar 11. Am J Bioeth. 2025. PMID: 40067136 No abstract available.
References
-
- Academy of Medical Sciences. 2018. Our data-driven future in healthcare: people and partnerships at the heart of health related technologies. Accessed August 1, 2023. https://acmedsci.ac.uk/file-download/74634438.
-
- Akselrod O 2021. How artificial intelligence can deepen racial and economic inequalities. American Civil Liberties Union (ACLU) website, July 13. Accessed April 13, 2023. https://www.aclu.org/news/privacy-technology/how-artificial-intelligence...
-
- Around Him D, Aguilar TA, Frederick A, Larsen H, Seiber M, and Angal J. 2019. Tribal IRBs: A framework for understanding research oversight in American Indian and Alaska Native communities. American Indian and Alaska Native Mental Health Research 26 (2): 71–95. - PubMed
-
- Bailey S 2021. Stop Spectrum 10K. change.org website. Accessed April 13, 2023. https://www.change.org/p/university-of-cambridge-stop-spectrum-10k
MeSH terms
Grants and funding
LinkOut - more resources
Full Text Sources
Miscellaneous