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Recovering from Covid:
rebound but no return
Rob Dellink
Environment and Economy Integration Division
OECD Environment Directorate
Contributions by Grace Alexander, Ruben Bibas, Elisa Lanzi, Eleonora Mavroeidi,
Daniel Ostalé Valriberas, OECD Environment Directorate; Christine Arriola,
Frank van Tongeren, OECD Trade and Agriculture Directorate
Technical workshop, 13 April 2021
Modelling Covid-19 pandemic and recovery
• Purpose: assess the effects of Covid-19 pandemic and recovery on a range
of environmental pressures using the ENV-Linkages dynamic model
• Three main sources of input:
– Economic Outlook by the Economics Department (March
2021): Changes in macroeconomic variables, incl. GDP and
unemployment; IMF World Economic Outlook for developing countries
– Calculations by the Trade & Agriculture Department (Jan.
2021; work in progress): Detailed sectoral, regional and trade
shocks – Preliminary results kindly shared with us
– World Energy Outlook by the International Energy Agency
(Oct. 2020): Changes in energy demand
• Recovery: 2021-2025 GDP forecasts (OECD-IMF) & market recovery
GDP growth rates recover quickly but effects on
GDP levels are long-lasting
-7%
-6%
-5%
-4%
-3%
-2%
-1%
0%
1%
2015 2020 2025 2030 2035 2040
GDP level (deviation from
pre-Covid baseline)
Level Covid scenario (deviation from baseline)
-4%
-3%
-2%
-1%
0%
1%
2%
3%
4%
5%
6%
2015 2020 2025 2030 2035 2040
GDP growth rate
(annual)
Pre-Covid baseline Covid scenario
Big variations across regions and sectors
-15% -10% -5% 0%
Canada
USA
OECD Latin Am.
OECD EU 22
Other OECD Eur.
OECD Pacific
OECD Oceania
Other Latin Am.
Non-OECD EU
Non-OECD Eur.
M.East&N.Africa
Other Africa
China
India
Other Non-OECD Asia
World total
2020
-15% -10% -5% 0%
Canada
USA
OECD Latin Am.
OECD EU 22
Other OECD Eur.
OECD Pacific
OECD Oceania
Other Latin Am.
Non-OECD EU
Non-OECD Eur.
M.East&N.Africa
Other Africa
China
India
Other Non-OECD Asia
World total
2040
-15% -10% -5% 0% 5%
Agriculture
Iron and Steel
Construction
Motor Vehicles
Petroleum and coal products
Electricity
Land transport
Pharmaceuticals
Accommodation & food services
Chemical products
Rubber and plastic products
Total
2020
-15% -10% -5% 0% 5%
Agriculture
Iron and Steel
Construction
Motor Vehicles
Petroleum and coal products
Electricity
Land transport
Pharmaceuticals
Accommodation & food services
Chemical products
Rubber and plastic products
Total
2040
Deviations from pre-Covid baseline projection
Global environmental pressures all decline, but
follow sectoral and regional patterns
Deviations from pre-Covid baseline projection
-12%
-10%
-8%
-6%
-4%
-2%
0%
2015 2020 2025 2030 2035 2040
GHG emissions
CO2 All GHG
-12%
-10%
-8%
-6%
-4%
-2%
0%
2015 2020 2025 2030 2035 2040
Air pollutants
PM2.5 NOx CO
NH3 NMVOC SO2
-12%
-10%
-8%
-6%
-4%
-2%
0%
2015 2020 2025 2030 2035 2040
Materials use
Metals Minerals
Biomass Fossil fuels
-12%
-10%
-8%
-6%
-4%
-2%
0%
2015 2020 2025 2030 2035 2040
Land use change
Harvested area
Forestry production
A slow recovery scenario
Scenario assumptions: no 2021 TFP rebound; recovery rates halved
-9%
-8%
-7%
-6%
-5%
-4%
-3%
-2%
-1%
0%
2015 2020 2025 2030 2035 2040
Covid scenario
Agriculture Manufacturing
Energy/constr./util. Services
-9%
-8%
-7%
-6%
-5%
-4%
-3%
-2%
-1%
0%
2015 2020 2025 2030 2035 2040
Slow recovery scenario
Agriculture Manufacturing
Energy/constr./util. Services
-8%
-7%
-6%
-5%
-4%
-3%
-2%
-1%
0%
2015 2020 2025 2030 2035 2040
Slow recovery scenario
CO2 PM2.5 Metals Harvested area
-8%
-7%
-6%
-5%
-4%
-3%
-2%
-1%
0%
2015 2020 2025 2030 2035 2040
Covid scenario
CO2 PM2.5 Metals Harvested area
Deviations from pre-Covid baseline projection
Full recovery analysis
• Current analysis only includes market recovery: rebound effects
and reduced capital accumulation
• This workshop can hopefully bring relevant info on how to specify
the government recovery packages
– Macroeconomic effects: productivity stimulus, government debt
sustainability
– Structural effects: changes in demand, sectoral stimulus and trade barriers
– Explicit effects on the environment beyond effects on (green) sectors?
• There is a need to shift from “Covid shocks” to “Covid-inclusive
baselines”
– If possible update the SSP scenarios!?
Thank you!

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Session 2.2 r. dellink - oecd

  • 1. Recovering from Covid: rebound but no return Rob Dellink Environment and Economy Integration Division OECD Environment Directorate Contributions by Grace Alexander, Ruben Bibas, Elisa Lanzi, Eleonora Mavroeidi, Daniel Ostalé Valriberas, OECD Environment Directorate; Christine Arriola, Frank van Tongeren, OECD Trade and Agriculture Directorate Technical workshop, 13 April 2021
  • 2. Modelling Covid-19 pandemic and recovery • Purpose: assess the effects of Covid-19 pandemic and recovery on a range of environmental pressures using the ENV-Linkages dynamic model • Three main sources of input: – Economic Outlook by the Economics Department (March 2021): Changes in macroeconomic variables, incl. GDP and unemployment; IMF World Economic Outlook for developing countries – Calculations by the Trade & Agriculture Department (Jan. 2021; work in progress): Detailed sectoral, regional and trade shocks – Preliminary results kindly shared with us – World Energy Outlook by the International Energy Agency (Oct. 2020): Changes in energy demand • Recovery: 2021-2025 GDP forecasts (OECD-IMF) & market recovery
  • 3. GDP growth rates recover quickly but effects on GDP levels are long-lasting -7% -6% -5% -4% -3% -2% -1% 0% 1% 2015 2020 2025 2030 2035 2040 GDP level (deviation from pre-Covid baseline) Level Covid scenario (deviation from baseline) -4% -3% -2% -1% 0% 1% 2% 3% 4% 5% 6% 2015 2020 2025 2030 2035 2040 GDP growth rate (annual) Pre-Covid baseline Covid scenario
  • 4. Big variations across regions and sectors -15% -10% -5% 0% Canada USA OECD Latin Am. OECD EU 22 Other OECD Eur. OECD Pacific OECD Oceania Other Latin Am. Non-OECD EU Non-OECD Eur. M.East&N.Africa Other Africa China India Other Non-OECD Asia World total 2020 -15% -10% -5% 0% Canada USA OECD Latin Am. OECD EU 22 Other OECD Eur. OECD Pacific OECD Oceania Other Latin Am. Non-OECD EU Non-OECD Eur. M.East&N.Africa Other Africa China India Other Non-OECD Asia World total 2040 -15% -10% -5% 0% 5% Agriculture Iron and Steel Construction Motor Vehicles Petroleum and coal products Electricity Land transport Pharmaceuticals Accommodation & food services Chemical products Rubber and plastic products Total 2020 -15% -10% -5% 0% 5% Agriculture Iron and Steel Construction Motor Vehicles Petroleum and coal products Electricity Land transport Pharmaceuticals Accommodation & food services Chemical products Rubber and plastic products Total 2040 Deviations from pre-Covid baseline projection
  • 5. Global environmental pressures all decline, but follow sectoral and regional patterns Deviations from pre-Covid baseline projection -12% -10% -8% -6% -4% -2% 0% 2015 2020 2025 2030 2035 2040 GHG emissions CO2 All GHG -12% -10% -8% -6% -4% -2% 0% 2015 2020 2025 2030 2035 2040 Air pollutants PM2.5 NOx CO NH3 NMVOC SO2 -12% -10% -8% -6% -4% -2% 0% 2015 2020 2025 2030 2035 2040 Materials use Metals Minerals Biomass Fossil fuels -12% -10% -8% -6% -4% -2% 0% 2015 2020 2025 2030 2035 2040 Land use change Harvested area Forestry production
  • 6. A slow recovery scenario Scenario assumptions: no 2021 TFP rebound; recovery rates halved -9% -8% -7% -6% -5% -4% -3% -2% -1% 0% 2015 2020 2025 2030 2035 2040 Covid scenario Agriculture Manufacturing Energy/constr./util. Services -9% -8% -7% -6% -5% -4% -3% -2% -1% 0% 2015 2020 2025 2030 2035 2040 Slow recovery scenario Agriculture Manufacturing Energy/constr./util. Services -8% -7% -6% -5% -4% -3% -2% -1% 0% 2015 2020 2025 2030 2035 2040 Slow recovery scenario CO2 PM2.5 Metals Harvested area -8% -7% -6% -5% -4% -3% -2% -1% 0% 2015 2020 2025 2030 2035 2040 Covid scenario CO2 PM2.5 Metals Harvested area Deviations from pre-Covid baseline projection
  • 7. Full recovery analysis • Current analysis only includes market recovery: rebound effects and reduced capital accumulation • This workshop can hopefully bring relevant info on how to specify the government recovery packages – Macroeconomic effects: productivity stimulus, government debt sustainability – Structural effects: changes in demand, sectoral stimulus and trade barriers – Explicit effects on the environment beyond effects on (green) sectors? • There is a need to shift from “Covid shocks” to “Covid-inclusive baselines” – If possible update the SSP scenarios!?