Return Predictability along the Supply Chain: The International Evidence

In this study of a sample of equities listed on the exchanges of 22 developed countries, equity returns of customer industries led the returns of supplier industries. This customer–supplier/lead–lag effect exhibits characteristics consistent with the view that the effect results from a slow diffusion of value-relevant information.