In toxicology, understanding the relationship between chemical exposure and its effects is paramount. R-squared is important because it offers a quantitative measure of how well a model can predict the toxicological outcomes based on the exposure levels. This can be particularly useful in risk assessment and risk management when determining safe exposure levels for chemicals.