There is a series of empirical papers (Kim and Lee 2004; Egger and Url, 2006; Moser, Nestmann, and Wedow, 2008; Baltensperger and Herger, 2009; Auboin and Engemann, 2014; Van der Veer. 2015) which show that trade finance is positively associated with export. Despite its positive im-pact on export, trade finance has been a contentious issue in international organizations such as the WTO and OECD in terms of implementing related policy measures. This is based on the argument that trade finance hurts fair international trade because it ultimately plays a role just like a sub-sidy. Regarding this contentious issue, in this paper we examine whether there is evidence supporting that trade finance is associated with an increase in ex-port. We also investigate the channel through which the effect of the trade finance on export is working. To this end, we focus on a specific part of trade finance: short-term export insurance and export credit guarantee. This is because noble and ample data on these types of trade insurance are available. This confidential data is provided by the Korea Insurance Trade Corporation (henceforth K-SURE) exclusively. We conduct a panel regression using Korean sector-level export data cov-ering from 2010Q1 to 2017Q4. This dataset enables us to control for des-tination country-, sector-, and time-fixed effects. Our empirical results show that the short-term export insurance and export credit guarantee have a positive impact on exports, and the main channel behind this is related to mitigating financial constraints of exporting firms. The trade fi-nance effectively eliminates the risk of importers' payment, which helps export firms reduce the financial frictions. This ultimately leads to an in-crease in export. Since the main mechanism in which the trade insurance affects export is related to alleviating financial frictions, it becomes more definite that the way how trade insurance contributes to an increase in export is somewhat different from that of a subsidy. When we consider the fact that financial friction is an important factor for restraining international trade, which can partly explain the great collapse in international trade during the global fi-nancial crisis, the trade insurance policies would rather be a useful policy measure which can dampen negative impact on export during recession.