The study looked at short-term options on the S&P 500 index to predict how much the market will change in a week. They found that the weekly implied variance is a good predictor of how much the market actually changed that week. It was even better at predicting than the monthly implied variance or other models. This means that using weekly options can help forecast how the market will move more accurately.