IMF Working Papers

Understanding China’s 2024–25 Frontloading from the Lens of Product-Level Export Baskets

ByJason Lu, Dimitre Milkov

January 23, 2026

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Format: Chicago

Jason Lu, and Dimitre Milkov. "Understanding China’s 2024–25 Frontloading from the Lens of Product-Level Export Baskets", IMF Working Papers 2026, 013 (2026), accessed 1/24/2026, https://doi.org/10.5089/9798229037877.001

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Disclaimer: IMF Working Papers describe research in progress by the author(s) and are published to elicit comments and to encourage debate. The views expressed in IMF Working Papers are those of the author(s) and do not necessarily represent the views of the IMF, its Executive Board, or IMF management.

Summary

A striking feature of US-China trade tensions in mid-2025 is China’s acceleration of exports to the US ahead of new tariff increases, a phenomenon we term export frontloading. To understand how this was achieved, we develop a factor model analytical framework to characterize China’s product-level exports, across time and destinations, according to a set of latent export baskets. Applying this to data from China’s General Administration of Customs, we document the channels behind the 2024-25 episode and compare them with the 2018 US-China trade tensions. Our analysis points to broad-based adjustments across multiple dimensions in a manner not observed in 2018: (i) shipments to the US accelerated in the second half of 2024, possibly supported by the retention of intermediate inputs that facilitated a ramp-up in domestic production; (ii) from January 2025, domestic production slowed and shipments of intermediate inputs to Vietnam and other ASEAN economies accelerated, consistent with the relocation of export-oriented manufacturing following US tariffs; (iii) exporters prioritized shipments to the US through March 2025, reallocating flows away from third destinations with similar export profiles; and (iv) as shipments to the US fell sharply in April-May amid the escalation of reciprocal tariffs, the decline was offset by increased shipments to third destinations consistent with fulfilling previously deferred orders.

Keywords: Export Frontloading, Production Relocation, Trade Tariffs