I think The most suitable answer would be : Government control would prevent those industries from taking advantage of small farmers
Farmers were heavily relied on the railroads to bring their goods to the market. If America's railroads were controlled by corporation , they could imposed a really high transfer price to the small farmers
It was needed because they needed to fight to win, if they backed off they would get attacked. Therefore, they needed to attack before they did for a better chance of winning.