A comparison of industry classification schemes: A large sample study

► We compare four broadly available industry classification schemes. ► We analyze the ability of each scheme to group stocks with similar operating characteristics. ► The Global Industry Classification System is superior to other industry classifications. ► Monte Carlo simulations support the results across different application schemes.