The study found that two simple factors, company size and book-to-market equity, can explain why some stocks have higher returns than others. These factors account for differences in stock returns related to market risk, company size, debt levels, and earnings. Interestingly, when looking at market risk alone, it doesn't seem to predict higher returns.