Fournier (1986) focused on the fact that the price-cost margin became significantly higher in cases where the number of firms in the market was small, and he tried a number of estimates controlling for whether firms were affiliated with a network or not and for broadcasting station scale, based on which he showed that differences in degree of concentration had virtually no effect on the level of profit ratios.