Impact Evaluation of Trade Interventions: Paving the Way

Working Paper: CEPR ID: DP8638

Authors: Olivier Cadot; Ana Fernandes; Julien Gourdon; Aaditya Mattoo

Abstract: The focus of trade policy has shifted in recent years from economy-wide reductions in tariffs and trade restrictions towards targeted interventions to facilitate trade and promote exports. Most of these latter interventions are based on the new mantra of "aid-for-trade" rather than on hard evidence on what works and what doesn?t. On the one hand, rigorous impact-evaluation is needed to justify these interventions and to improve their design. On the other hand, rigorous evaluation is feasible because unlike traditional trade policy, these interventions tend to be targeted and so it is possible to construct treatment and control groups. When interventions are not targeted, such as in the case of customs reforms, some techniques, such as randomized control trials, may not be feasible but meaningful evaluation may still be possible. We discuss examples of impact evaluations using a range of methods (experimental and non-experimental) highlighting the particular issues and caveats arising in a trade context, and the valuable lessons that are already being learnt. We argue that systematically building impact evaluation into trade projects could lead to better policy design and a more credible case for "aid-for-trade."

Keywords: aid for trade; export promotion; impact evaluation; propensity-score matching; randomized control trials; trade competitiveness; trade facilitation

JEL Codes: C23; F13; F14; L15; L25; O24


Causal Claims Network Graph

Edges that are evidenced by causal inference methods are in orange, and the rest are in light blue.


Causal Claims

CauseEffect
bundled services in export promotion (F10)effectiveness compared to isolated actions (C90)
reduction of a minimum value threshold for shipments (L87)unintended consequences (D62)
targeted trade interventions (F13)export growth (F43)
export promotion programs (F13)export growth (F43)

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