This paper employs the panel smooth transition regression (PSTR) model to evaluate the threshold effects of monetary policy on inbound tourism and its determinants. The panel dataset includes the nineteen main countries from which there was inbound tourism to China during the 2006–2018 period. The empirical results indicate that the marginal effect of the determinants (gross domestic product (GDP), customer price index (CPI), and the substitution effect) on inbound tourism is nonlinear for different time, country, and transition variables. Moreover, prior currency devaluation policy (against the US dollar) can nonlinearly reduce the positive impact of GDP and the substitution effect in Greater China on inbound tourism and nonlinearly increase the negative effect of CPI on inbound tourism in China. Clearly, the government’s monetary policy plays an important role in moderating China’s tourism demand and its determinants.