The precautionary principle influences regulatory decisions by promoting a cautious approach to the approval and use of chemicals. Regulatory bodies, such as the EPA and the FDA, often incorporate this principle when evaluating new substances. This may result in stricter regulations, additional testing, or even banning certain chemicals if there is significant uncertainty about their safety.