The study looked at different ways to understand alternative risk premiums in investments. By using a special model, they found that looking at downside risks can explain returns better than the usual method. However, they found that taking on downside risks doesn't always lead to higher rewards. This could be because of focusing too much on past events or creating tests that look good but don't work well in the real world.