The Influence of Digital Transformational Leadership and Organizational Agility on the Success of Digital Transformation In the Regional Office of the Directorate General of Treasury of Aceh Province: the Role of Digital Strategy and Digital Culture As Moderating Variables

This study aims to analyze the effect of leverage, managerial ownership and use of derivatives on corporate risk of manufacturing companies on the Indonesia Stock Exchange IDX.. This research was conducted using a quantitative approach. The population in this study are all manufacturing companies listed on the IDX. The sampling technique used was purposive sampling method. The companies included in the sample of this study are manufacturing companies that use derivative instruments and are always listed on the IDX from 2022 to 2024. A total of 12 companies can be used as final samples in this study. Based on the results of regression analysis and mediation test, it can be concluded that the leverage variable has a negative effect oncompany risk, the managerial ownership variable has a significant positive effect on the Usage of Derivative Instruments. The variable Usage of Derivative Instruments has a significant negative effect on company risk. The Usage of Derivative Instruments is able to mediate the relationship between managerial ownership and corporate risk.