The newspaper of the country has a message about a corporation closing, and it gives the reason.
Try to make corporations profitable by increasing their production, (set to 100%), hiring at 100%, and try to increase the welfare index. It will increase the production level of the corporations.
Corporations that are profitable, or at least have a good level of cash and no debt, never close.