The purpose of this study is to analyze the effect of education costs, per capita income, and inflation on the unemployment rate in Indonesia using ARDL regression analysis. The results of the study obtained show that in the long run the cost of education and GDP have a significant negative effect on the unemployment rate in Indonesia, in contrast to inflation which in the long run has a positi…