So, I've looked into the government research about it, at least for income part as it is being tangible. [1]
As for income, there have been some research that lifetime unmarried rate would collaborate with income. (Mostly for male) [2]
Their research further says that "In 2010, for male percentage of marriage for permanent employee is 27.7% while same for temp workers are 6.7%, resulting in about 20% of difference, while for female it is 28.2% for permanent workers, and 25.8% for temp workers, shows the much less difference. Therefore the increased rate of male temp workers is contributing to unmarriage rate or marriage at an older age. [3]
[1] http://www.mlit.go.jp/hakusyo/mlit/h24/hakusho/h25/index.htm....
[2] http://www.mlit.go.jp/hakusyo/mlit/h24/hakusho/h25/image/n10...
[3] http://www.mlit.go.jp/hakusyo/mlit/h24/hakusho/h25/html/n122...