In toxicology, QSAR is crucial because it provides a way to estimate the potential toxicity of new chemicals without the need for extensive in vitro or in vivo testing. This is particularly important for high-throughput screening of large chemical libraries and for regulatory purposes, where the safety of chemicals must be assessed.