<![CDATA[This study aims to examine the effect of changes in tax rates, understanding of tax regulations, and tax awareness on the compliance of UMKM taxpayers. This research employs a survey approach with data collection via questionnaires from respondents who are UMKM taxpayers within the jurisdiction of KPP Pratama Sukoharjo. This study uses a sample of 100 determined using the Slovin formula. The data is analyzed using multiple linear regression analysis with SPSS software. The t-test results indicate that all three independent variables have a positive and significant effect on taxpayer compliance, with the calculated t-values being greater than the t-table value (1.984) and the significance value below 0.05. This research proves that changes in tax rates, understanding of tax regulations, and tax awareness affect the compliance of UMKM taxpayers.]]>
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