Funding Bias

Funding bias is the systematic distortion of research outcomes, questions, or publication patterns caused by the structure of research funding rather than by deliberate fraud. Even well-intentioned funding mechanisms create incentives that shape what gets studied and what gets reported. When funding is competitive and favors novelty over replication, the scientific literature becomes a biased sample of nature.

Funding bias is a structural property of the science policy system, not a moral failing of individual researchers. It connects to the broader problem of epistemic fragility: when funding sources are concentrated, the knowledge they produce becomes correlated and fragile. The extreme form of funding bias is research agenda capture, in which a funding source's priorities completely reshape a field's questions, methods, and even what counts as evidence.