In this paper, we use a Kernel regression method to discover the main determinants of consumers’ decisions for the consumption of “safe” vegetables with more focus on perceived levels of trust. The result shows that apart from other traditional factors, perceived trust is an important determinant of consumers’ decisions. | Data mining in evaluating the impact of perceived trust in the consumption of safe foods in Vietnamese households: The case of vegetables in Hanoi