The study looked at how well implied volatility from crude oil options can predict future volatility. They found that implied volatility is a good predictor of future volatility, even better than current volatility. Including risk-neutral skewness and kurtosis also improved the accuracy of predicting future volatility. This means that implied volatility can give us a good idea of how volatile crude oil prices will be in the future.