The study looked at how past negative stock market movements can predict future volatility better than positive movements. They found that negative price jumps lead to higher future volatility, while positive jumps lead to lower volatility. By using these insights, they created models that can predict stock market volatility more accurately for periods ranging from 1 day to 3 months.