The study looked at how things like managerial skills affect a company's financial decisions in Malaysia. By using a special method called system GMM, the researchers found that these hidden factors play a big role in determining how companies choose their capital structure. This means that factors we can't see, like how good a manager is, have a big impact on how companies decide to finance themselves.