Government Risk Profiling Sparks Discrimination Fears

Margriet Vermeer · 2026-05-07

Government agencies increasingly rely on data-driven risk profiling to identify potential threats, from fraud to national security. But a new study from the University of Amsterdam warns that without principled safeguards, these systems can cause serious harm. ### The Core Problem: Unchecked Profiling The research argues that risk profiling often operates in a legal gray area. When algorithms flag individuals based on race, zip code, or socioeconomic data, the results can be discriminatory. The report states: "Without principled measures, the risk of discrimination and harm remains too great." This isn't just theory. In the United States, similar systems have been criticized for: - Targeting minority neighborhoods for policing - Denying loans or housing based on biased credit models - Flagging travelers with certain ethnic backgrounds for extra screening ### Why This Matters for Policy Makers For professionals working in racism, politics, and social issues, the implications are clear. Risk profiling can entrench inequality if left unchecked. The study calls for transparent algorithms, independent oversight, and clear legal boundaries. It also emphasizes the need for human review before any major decisions are made. ### Practical Steps Forward What does "principled measures" look like? Here are key recommendations from experts: - **Audit algorithms regularly** for bias across race, gender, and income - **Require consent** when using personal data for profiling - **Create an appeals process** for people wrongly flagged - **Limit data collection** to only what is strictly necessary ### The Bottom Line Risk profiling isn't going away. But it can be done better. The University of Amsterdam research reminds us that technology must serve justice, not undermine it. For U.S. professionals, this is a call to action: push for policies that protect civil rights in the digital age. Want to dive deeper? Read the full study from the University of Amsterdam (link updated with nofollow attribute).