That is factually untrue. The war began when North Korea invaded South Korea.
As I said, the PRC's policies are what drove its people into poverty. It was a choice the PRC made to attack the UN armies, it chose to do so fully aware of the consequences of supporting North Korea and Kim Il-sung.