How much of this is due to housing price increases? It naively seems like rising house prices trigger an arms race in education and productivity among young people to afford housing.

If the labor quota is high enough… then nothing else will happen. GDP will rise, but individuals will steadily be sacrificing family, entertainment, and joy.