Everything from about Coral Sea onwards had to be demoralizing for the Japanese, especially the IJN air arm and IJAAF. The IJA land forces have to be the most frustrated, as they've done their part, and taken much of China and much of British, French, Dutch and American territory in SEA, but from then onwards their aircraft equipped brethren can't win any significant air campaigns.