Case 1 · Event 4

Lockdowns travel along supply chains

How much of the 2020 trade collapse came from lockdowns abroad rather than from demand, and through which flows?

  • 3papers
  • 7measures on our data
  • Cut a supplierscenario

What the papers found

IMF Working Paper WP/22/120 ·

International Trade Spillovers from Domestic COVID-19 Lockdowns

Aiyar, Malacrino, Mohommad & Presbitero (2022)

International spillovers from lockdowns “accounted for up to 60 percent of the observed decline in trade in the early phase of the pandemic, but their effect was shortlived, concentrated among goods produced in key global value chains”.

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IMF Working Paper WP/22/006 ·

Cars in Europe: Supply Chains and Spillovers during COVID-19 Times

Boranova, Huidrom, Ozturk, Stepanyan, Topalova & Zhang (2022)

In a multi-country model of the pandemic's labour-supply shocks, Europe's major car producers see “one-third of the decline in the value added of the car sector attributable to spillovers via supply chains within and across borders”.

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NBER Working Paper w27224 ·

Global Supply Chains in the Pandemic

Bonadio, Huo, Levchenko & Pandalai-Nayar (2020)

A multi-sector model of 64 countries traces how the pandemic's labour-supply shock travelled through supply chains: “One quarter of the total model-implied real GDP decline is due to transmission through global supply chains.”

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What our data show

The papers’ questions measured again on UN Comtrade records. Each reading below is written from these numbers, not from the papers.

Imports of the economies that filed every month of 2019 and 2020, April and May 2020 against the same months of 2019

Imports of all goods by the 115 economies that filed every month, against a year earlier: −23.4% in Apr 2020 and −27.2% in May 2020.

Single months (lens S), as the plan's −24% and −28%; the event strip itself shows lens M.Source: UN Comtrade monthly data, all reporters that filed; importer-reported; lens S (single month, January and February together).

The same imports month by month to December 2020: the first month back at the 2019 level

Imports of all goods by the 115 economies that filed every month, against a year earlier: lowest of Jun 2020–Dec 2020 −10.8% in Jul 2020; first month above a year earlier Sep 2020 (+1.3%); Oct 2020 fell back to −2.8%; above it every month from Nov 2020.

The Jul and Oct dips are calendar effects, not lost trade: June and September 2020 had more weekdays than a year earlier, July the same and October one fewer, so single months jump around. Fuels (HS 27) lower every month by 4 to 5 points as oil prices fell; without them imports are above 2019 from September.Source: UN Comtrade monthly data, all reporters that filed; importer-reported; lens S (single month, January and February together).

Car-parts imports of the same economies, January–February to June 2020 against a year earlier

Imports of car parts by the 115 economies that filed every month, against a year earlier: lowest of Jan–Feb 2020–Jun 2020 −57.3% in May 2020; highest −4.8% in Jan–Feb 2020.

Source: UN Comtrade monthly data, all reporters that filed; importer-reported; lens S (single month, January and February together).

Chip imports of the same economies in the same months

Imports of integrated circuits by the 115 economies that filed every month, against a year earlier: lowest of Jan–Feb 2020–Jun 2020 −0.3% in May 2020; back above a year earlier from Jun 2020 (+10.8%).

Source: UN Comtrade monthly data, all reporters that filed; importer-reported; lens S (single month, January and February together).

Imports from China and from everyone else, January–February and March 2020, when China was in lockdown

Imports of the 115 economies that filed every month from China against their imports from everyone else, on a year earlier: Jan–Feb 2020: −12.3% against −1.7% and Mar 2020: −16.1% against −6.5%.

Source: UN Comtrade monthly data, all reporters that filed; importer-reported; lens S (single month, January and February together).

Imports from the EU and from everyone else, April and May 2020, when Europe was in lockdown (importers outside the EU)

Imports of the 90 economies that filed every month from European Union (27) against their imports from everyone else, on a year earlier: Apr 2020: −24.6% against −19.4% and May 2020: −30.5% against −25.5%.

Importers inside the EU are left out: their imports from one another mix the exporter's lockdown with their own.Source: UN Comtrade monthly data, all reporters that filed; importer-reported; lens S (single month, January and February together).

The scenario

Close China (as in February 2020) or Europe (as in April 2020) and see whose car-parts imports were most exposed, and which car makers one stage down

Who loses what share of their supply: Car parts and engines, 2019

  • World exports cut7.4%of world car parts and engines exports
  • Importers with over a quarter at risk2of the 40 largest importers
The 12 importers with the largest share of their imports at risk. Select one to see who could fill its gap.
ImporterShare of world importsFrom ChinaAt risk, share of its importsIts other suppliers would ship
1.9%35.2%35.2%+54%
0.98%29.2%29.2%+41%
0.43%21.8%21.8%+28%
0.6%17.8%17.8%+22%
1%16.7%16.7%+20%
2.3%16.1%16.1%+19%
0.5%15.3%15.3%+18%
1.6%12.9%12.9%+15%
0.37%12.5%12.5%+14%
17.5%11.8%11.8%+13%
0.62%11.6%11.6%+13%
1.7%10.1%10.1%+11%

Who could fill the gap: Japan, 35.2% of its imports

The suppliers it already buys from, in proportion to their shares: each would have to ship 54% more. Share now, then the part of the gap it would take:

  • Thailand 10.7% +5.8 pp
  • Germany 9.7% +5.3 pp
  • Korea 6.9% +3.7 pp
  • United States 6.2% +3.4 pp
  • Vietnam 5.4% +2.9 pp
  • Mexico 4.4% +2.4 pp
  • Indonesia 3.3% +1.8 pp
  • Italy 2.7% +1.5 pp

The largest other exporters, by share of world exports

  • Germany 16.3% · already a supplier
  • United States 10.8% · already a supplier
  • Japan 8.7%
  • Mexico 8.2% · already a supplier
  • France 4.8%

One stage down the chain

Passenger cars

Upper bound (100% pass-through, no use share). This stage feeds only this chain, so the chain file gives it no use share and the whole shortfall passes down.

10.3% of world passenger cars exports at risk in the first round, summed over the 21 large exporters with an exposure upstream. The 8 listed below carry 9.3%.

ExporterShare of world exportsIts exposure upstreamWorld exports at risk
Japan14.8%35.2%5.2%
Korea5.1%29.2%1.5%
United States7.2%11.8%0.86%
Germany18.7%3.2%0.59%
Mexico6.8%6.8%0.47%
Canada5.3%5.8%0.31%
UK5.2%3.7%0.19%
Thailand1.2%12.9%0.15%

An exporter of the next stage loses its share of world exports × its own exposure upstream (× the use share). Exporters on a closed route lose their own exports × the cut. Exposure upstream is the share of its imported car parts and engines that came from the closed supplier, not of all the car parts and engines it uses: where most are made at home (Japan, Korea, Germany for car parts), it overstates the risk.

First-round arithmetic on trade shares, not a forecast: an importer’s exposure is its import share from the shocked suppliers × the cut. No stocks, no new suppliers, no price changes.

Source: UN Comtrade, Final data, HS6; mirror rule; shares of 2019.

Limits

Customs values cannot tell a supply shock from a demand shock: the fall is the same number either way. Aiyar et al. separate the two with an import-demand model and their partners' lockdown stringency, Boranova et al. and Bonadio et al. with multi-country models of labour supply. Values also move with prices (oil fell sharply in 2020), and the scenario's first-round map assumes no stocks and no substitution.

Further reading

datasteg: the flow sites