Before revision:  Finally, we test how it correlates with choices of vertical integration  made by 20,489 U.S. parent companies controlling 154,836 affiliates worldwide.
After revision:  Finally, we test how it correlates with choices of vertical integration choices made by 20,489 U.S. parent companies controlling 154,836 affiliates worldwide.