The study looked at how corporate governance affects companies' manipulation of production costs. They found that in state-owned manufacturing companies, having a larger board, independent board members, more audit committee meetings, and financial expertise in the audit committee help prevent manipulation. For privately-owned companies, only board independence and more audit committee meetings were effective in stopping manipulation.