The purpose of this paper is to reacknowledge the importance of the use of appropriate econometric method and statistics in empirical analyses on the effect of Non-Tariff Measures on international trade. The paper finds that there is measurement error issues regarding Non-Tariff Measures. As a policy implication, it should be noted that HS classification and firm-level product classifications need to be harmonized.