The study looked at whether the predictability of stock market returns in the UK is due to the risk premium or market inefficiencies. They analyzed individual stock returns using economic and accounting variables, finding that the predictability is mainly due to the risk premium structure. However, when looking at all assets together, there is some predictability beyond just risk at a 5% significance level.