Fairness in Precision Medicine
By Kadija Ferryman and Mikaela Pitcan,
Data & Society
| 02. 26. 2018
Fairness in Precision Medicine is the first report to deeply examine the potential forbiased and discriminatory outcomes in the emerging field of “precision medicine,” or “the effort to collect, integrate, and analyze multiple sources of data in order to develop individualized insights about health and disease.” Supported by the Robert Wood Johnson Foundation, the report is the first in a new series of research projects at Data & Society focused on the future of health data.
The authors–Data & Society Postdoctoral Scholar Dr. Kadija Ferryman and Data & Society Researcher Mikaela Pitcan–present insights on emergent tensions in the field arising from extensive qualitative interviews with biomedical researchers, bioethicists, technologists, and patient advocates.
Among the report’s key findings is a potential for bias and discrimination both in datasets (through a lack of cohort diversity; technical processes of data collection and cleaning; or the specific incorporation of electronic health record data) and in outcomes(through too much focus on individual responsibility for health; or the marginalization of population groups with lower health literacy or in less resourced areas)...
Related Articles
A Review of Exposed by Becky McClain
“Do not get lost in a sea of despair. Be hopeful, be optimistic. Our struggle is not the struggle of a day, a week, a month, or a year, it is the struggle of a lifetime. Never, ever be afraid to make some noise and get in good trouble, necessary trouble.”
— John Lewis
Becky McClain became famous when she successfully sued Pfizer, one of the very largest pharmaceutical and biotech companies. She...
By staff, Japan Times | 12.04.2025
Japan plans to introduce a ban with penalties on implanting a genome-edited fertilized human egg into the womb of a human or another animal amid concerns over "designer babies."
A government expert panel broadly approved a proposal, including the ban...
By Katherine Long, Ben Foldy, and Lingling Wei, The Wall Street Journal | 12.13.2025
Inside a closed Los Angeles courtroom, something wasn’t right.
Clerks working for family court Judge Amy Pellman were reviewing routine surrogacy petitions when they spotted an unusual pattern: the same name, again and again.
A Chinese billionaire was seeking parental...
By Sarah A. Topol, The New York Times Magazine | 12.14.2025
The women in House 3 rarely had a chance to speak to the women in House 5, but when they did, the things they heard scared them. They didn’t actually know where House 5 was, only that it was huge...