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
By Pete Shanks
| 02.27.2026
Last month, we published “The Shameful Legacy of Tuskegee” which focused on a proposed experiment in Guinea-Bissau. The study’s plan echoed the notorious Tuskegee disaster, withholding safe, effective vaccines against hepatitis B from some newborns while inoculating others. It was to be financed by the U.S. but performed by a controversial Danish team. That project provoked a multi-national outcry, leading to a remarkable response from the World Health Organization:
WHO has significant concerns regarding the study’s scientific...
By Jenn White, NPR | 02.26.2026
By Vittoria Vardanega, SWI swissinfo.ch | 02.13.2026
In recent years, sperm donation has produced family trees of unprecedented size, stretching across countries and, in some cases, continents. Stories of “mass donors” have captured public attention, most recently through the Netflix documentary series, The Man with 1,000 Kids...
By Kiana Jackson and Shannon Stubblefield, New Disabled South | 02.09.2026
"MC0_8230" via Wikimedia Commons licensed under CC by 2.0
This report documents a deliberate assault on disabled people in the United States. Not an accident. Not a series of bureaucratic missteps. An assault that has been coordinated across agencies...