When the antitrust laws were reinstated after about 1937, Stocking served through the early 1940s as an economic adviser to the great head of the Antitrust Division of the Department of Justice, Thurman Arnold.
In the 1950s, Stocking was involved in several issues that had lasting effects on antitrust enforcement.