ABSTRACT This study aims to determine the effect of Multinationality, Tax Haven, Thin Capitalization and Firm Size on Tax Avoidance (Empirical Study of Manufacturing Sector Multinational Companies Listed on the Indonesia Stock Exchange in 2019-2021). The population in this study were all manufacturing companies listed on the Indonesia Stock Exchange for 2019-2021. The samples in this study we…