Shock replay · 11 Mar 2020 · Mar 2019–Sep 2021
WHO declares COVID-19 a pandemic
WHO characterized COVID-19 as a pandemic on 11 March 2020. World merchandise trade fell 14.3% from the first to the second quarter, the largest drop on record, and its volume ended 2020 down 5.3%, the WTO estimated.
Observed data, not causal attribution. The waves are a reading of who traded with whom before the shock; a later fall along an edge is shown, not explained. China's factories shut in late January and February 2020, before WHO called the pandemic on 11 March; the base window is the 12 months to December 2019.
This event in trade-flow → The event’s timeline, products and sources are there.
- UN Comtrade, goods trade by reporter and partner · UN Statistics Division, derived records only (shares × world total) · 12- and 3-month windows, Mar 2019 to Sep 2021, monthly · read 2 Nov 2026 · via trade-flow method
- Locational banking statistics (LBS) · BIS, open, with attribution · Q4 2018 to Q3 2021, quarterly · read 30 Oct 2026 · via money-flow method
- Debt securities statistics (DSS) · BIS, open, with attribution · Q4 2018 to Q3 2021, quarterly · read 27 Oct 2026 · via money-flow method
- International Reserves and Foreign Currency Liquidity (IRFCL) · IMF, open, with attribution · Q4 2018 to Q3 2021, quarterly · read 29 Oct 2026 · via money-flow method
- FRED, Federal Reserve H.4.1 and H.10 series · Federal Reserve Board, via FRED (St. Louis Fed), public domain, citation requested ·
DTWEXBGS,SWPT· to 2 Nov 2026, weekly · read 31 Oct 2026 · via money-flow method - Trade events (trade-flow config/events.yaml, with their cited sources) · datasteg trade-flow, this site · read 2 Nov 2026 · via trade-flow method
Trade: trade-flow build of 2 Nov 2026, 12- and 3-month windows to Sep 2021; values are shares of world trade times the world total; partner reports where the importer has not filed. Funding: money-flow release 20261102.2, method 1.5, quarters to Q3 2021. Waves: the 12 largest buyers of the origins’ goods in the 12 months to Dec 2019 where the origins held at least 10% of the buyer’s imports; their 10 largest third markets, each drawn to its 3 largest (config/shocks.yaml).
Who was hit, and did funding cushion it?
Mar 2020–Mar 2021 · Q3 2021Every board economy: its worst 3-month export change in the 12 months from the event against a year earlier, its flow score F before the event and at its lowest in the four quarters from the event’s, and how it earned its living in 2019. Ranked by the export change. Observed, not causal: many things moved at once.
| Economy | Wave | How it earned | Worst exports | Month | F before | F lowest | Change in F |
|---|---|---|---|---|---|---|---|
| Saudi Arabia | Earns by trading | −47.9% | Jun 2020 | +24.6 | −15.9 | −40.5 | |
| India | 3 · Third markets | Pays out both ways | −37.3% | Jun 2020 | +3.0 | −23.2 | −26.2 |
| Mexico | 2 · Direct importers | Pays out both ways | −37.2% | Jun 2020 | +4.4 | −1.6 | −6.0 |
| Norway | Earns both ways | −35.7% | Jun 2020 | +14.8 | −7.3 | −22.1 | |
| Colombia | Pays out both ways | −34.8% | Jun 2020 | +0.9 | −2.3 | −3.2 | |
| Canada | 2 · Direct importers | Pays out both ways | −34.3% | Jun 2020 | +10.9 | −9.5 | −20.4 |
| France | 3 · Third markets | Earns from foreign assets | −33.7% | Jun 2020 | −8.3 | −7.0 | +1.4 |
| Russia | Earns by trading | −33.4% | Jun 2020 | +3.7 | −14.3 | −18.1 | |
| South Africa | Pays out both ways | −31.5% | Jun 2020 | −3.8 | −10.0 | −6.3 | |
| Portugal | Pays out both ways | −28.0% | Jun 2020 | −0.1 | −15.5 | −15.4 | |
| Türkiye | Earns by trading | −28.0% | May 2020 | −10.9 | −16.3 | −5.4 | |
| Czechia | 2 · Direct importers | Earns by trading | −27.6% | May 2020 | +8.3 | −57.8 | −66.0 |
| Italy | 3 · Third markets | Earns by trading | −27.0% | Jun 2020 | −3.6 | −9.0 | −5.4 |
| Spain | Earns by trading | −25.1% | May 2020 | +4.2 | −5.7 | −9.9 | |
| UK | 2 · Direct importers | Pays out both ways | −25.0% | Jun 2020 | −7.5 | −4.6 | +2.9 |
| Belgium | 3 · Third markets | Pays out both ways | −24.4% | May 2020 | −17.0 | −25.8 | −8.7 |
| Germany | 2 · Direct importers | Earns both ways | −23.6% | Jun 2020 | −21.9 | −16.7 | +5.1 |
| Austria | 3 · Third markets | Earns by trading | −23.1% | Jun 2020 | +1.2 | −3.0 | −4.2 |
| Hungary | Earns by trading | −22.8% | May 2020 | +6.9 | −24.2 | −31.1 | |
| Finland | Pays out both ways | −22.2% | May 2020 | −16.3 | −21.6 | −5.3 | |
| Israel | Earns by trading | −21.7% | May 2020 | +13.4 | +15.5 | +2.1 | |
| Greece | Pays out both ways | −21.2% | May 2020 | −1.4 | −16.2 | −14.8 | |
| Sweden | Earns both ways | −20.7% | Jun 2020 | −9.8 | −0.4 | +9.4 | |
| Japan | 2 · Direct importers | Earns from foreign assets | −20.5% | Jul 2020 | −7.1 | −20.5 | −13.5 |
| Poland | Earns by trading | −19.2% | May 2020 | −5.0 | −17.4 | −12.4 | |
| Australia | Earns by trading | −18.2% | Sep 2020 | +3.5 | −16.1 | −19.5 | |
| Argentina | Earns by trading | −17.5% | Jun 2020 | −3.6 | −18.8 | −15.2 | |
| Malaysia | 3 · Third markets | Earns by trading | −16.7% | May 2020 | −14.8 | −1.4 | +13.4 |
| Thailand | 3 · Third markets | Earns by trading | −14.1% | Jul 2020 | +31.5 | −4.3 | −35.8 |
| China | 1 · Origin | Pays out both ways | −13.2% | Mar 2020 | +4.9 | −6.8 | −11.7 |
| Indonesia | Pays out both ways | −13.1% | Jul 2020 | +5.5 | −2.8 | −8.3 | |
| Korea | 2 · Direct importers | Earns by trading | −12.7% | Jun 2020 | +4.5 | −14.7 | −19.1 |
| Brazil | Pays out both ways | −11.9% | May 2020 | −3.0 | −22.6 | −19.5 | |
| Denmark | Earns both ways | −11.8% | Jun 2020 | −17.7 | −13.9 | +3.8 | |
| New Zealand | Pays out both ways | −11.4% | Jun 2020 | +19.5 | −7.5 | −27.0 | |
| Chile | Pays out both ways | −9.2% | May 2020 | +3.8 | −13.7 | −17.5 |
An export change needs both windows filed at 90% or more; an empty cell means it was not.
Medians by how economies earn
| Quadrant | Economies | Worst exports | Change in F |
|---|---|---|---|
| Earns by trading | 15 | −22.8% | −15.2 |
| Earns both ways | 4 | −22.1% | +4.4 |
| Earns from foreign assets | 2 | −27.1% | −6.0 |
| Pays out both ways | 15 | −24.4% | −11.7 |
A median of a handful of economies says little; read it with the table above.
Did the signals see it?
The stress count one quarter before the shock (Q4 2019), at the default thresholds, against the 3-month export fall each board economy then suffered.
Spearman +0.02 (one-sided permutation p = 0.446, 35 economies)
| Economy | Count before | Export change |
|---|---|---|
| Saudi Arabia | 1 | −47.9% |
| India | 0 | −37.3% |
| Mexico | 1 | −37.2% |
| Norway | 1 | −35.7% |
| Colombia | 2 | −34.8% |
| Canada | 2 | −34.3% |
| France | 1 | −33.7% |
| Russia | 1 | −33.4% |
| South Africa | 1 | −31.5% |
| Portugal | 1 | −28.0% |
- UN Comtrade, goods trade by reporter and partner · UN Statistics Division, derived records only (shares × world total) · 12- and 3-month windows, Mar 2019 to Sep 2021, monthly · read 2 Nov 2026 · via trade-flow method
- Locational banking statistics (LBS) · BIS, open, with attribution · Q4 2018 to Q3 2021, quarterly · read 30 Oct 2026 · via money-flow method
- Debt securities statistics (DSS) · BIS, open, with attribution · Q4 2018 to Q3 2021, quarterly · read 27 Oct 2026 · via money-flow method
- World Development Indicators · World Bank, CC BY 4.0 ·
BN.GSR.GNFS.CD,BN.GSR.FCTY.CD,NY.GDP.MKTP.CD· 2019, annual · read 1 Nov 2026 · via money-flow method
Trade: trade-flow build of 2 Nov 2026, 12- and 3-month windows to Sep 2021; values are shares of world trade times the world total; partner reports where the importer has not filed. Funding: money-flow release 20261102.2, method 1.5, quarters to Q3 2021.