The Real-time Impact of the War on Russian Imports: A Synthetic Control Method Approach

Abstract

In response to the invasion of Ukraine, the EU and most other advanced economies imposed extensive sanctions on Russia, intending to harm its production capabilities and hinder its economic activities by restricting its access to international trade and financial markets. This paper develops an empirical framework based on the synthetic control method to assess the impact of the war and the following sanctions on bilateral and sectoral exports to Russia almost in real time. The war and the following sanctions reduced aggregate exports to Russia by a third between March and December 2022, with the effects being stronger for sanctioning countries than for non-sanctioning ones, albeit with substantial country-level heterogeneity within each group. Exports to Russia in high-tech sectors -relatively more targeted by trade sanctions- have been disproportionately affected.

Keywords: Synthetic Control, Russia, Sanctions, International trade, War

JEL Classification: F51, C54, F13