Active managers are fighting back against talk that stock-picking is irrelevant, after US research suggested macro factors were the main drivers of share prices.

The research from the US National Bureau of Economic Research said there is increasing correlation of stock returns in this macro-driven world, furthered by the increasing importance of ETFs and the growing use of high frequency trading.