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Consumption-based approaches in 
climate policy 
FORES 
October 21, 2014 
Glen Peters 
Center for International Climate and Environmental Research – Oslo (CICERO) 
Email: glen.peters@cicero.oslo.no Twitter: @Peters_Glen
FORES 
THE MITIGATION CHALLENGE 
21/10/2014
Observed Emissions and Emissions Scenarios 
Data: CDIAC/GCP/IPCC/Fuss et al 2014 
Over 1000 scenarios from the IPCC Fifth Assessment Report are shown 
Source: Fuss et al 2014; CDIAC; Global Carbon Budget 2014
FORES 
21/10/2014 
A “typical” 2°C scenario? 
• Rationale behaviour by all decision 
makers, consumers and producers 
• Immediate implementation of a global 
carbon price in all countries (from 2010) 
• Full availability of all technologies
FORES 
21/10/2014 
The Reality... 
• Sunk costs by decision makers, 
consumers, and producers 
• Fragmented carbon pricing/policies 
• Lack of availability of technologies
FORES 
21/10/2014 
The Reality... 
• Sunk costs by decision makers, 
consumers, and producers 
• Fragmented carbon pricing/policies 
• Can consumption-based accounting help? 
• Lack of availability of technologies
FORES 
21/10/2014 
FRAGMENTED POLICIES
FORES 
21/10/2014 
Fragmented policy 
• “Common but differentiated” leads to 
fragmented policies 
• Strong, weak, none 
• Relevant in a global economy 
• Carbon leakage 
• Competiveness concerns
Top Fossil Fuel Emitters (Absolute) 
The top four emitters in 2013 covered 58% of global emissions 
China (28%), United States (14%), EU28 (10%), India (7%) 
Bunkers fuel used for international transport is 3% of global emissions 
Statistical differences between the global estimates and sum of national totals is 3% of global emissions 
Source: CDIAC; Le Quéré et al 2014; Global Carbon Budget 2014
Consumption-based emissions (carbon 
footprint) 
Allocating emissions to the consumption of goods and services provides an 
alternative perspective on emission drivers 
Consumption-based emissions are calculated by adjusting the standard 
production-based emissions to account for international trade 
Source: Le Quéré et al 2014; Peters et al 2011;Global Carbon Project 2014
FORES 
21/10/2014 
CONSUMPTION-BASED 
EMISSIONS
FORES 
21/10/2014 
Swedish emissions 
100 
50 
0 
-50 
1990 1995 2000 2005 2010 2015 
) 
2 
Emissions (MtCO 
Consumption = 
Production 
– Exports 
+ Imports 
“Net transfer” = 
Exports – Imports
FORES 
21/10/2014 
Swedish emissions 
100 
50 
0 
-50 
1990 1995 2000 2005 2010 2015 
) 
2 
Emissions (MtCO 
Consumption: 
New policy lever? 
Imports: 
“Carbon Leakage” 
Production: 
Sovereign control 
Exports: 
“Competitiveness 
concerns”
FORES 
21/10/2014 
Consumption as a “driver” 
1 
10 
2 
10 
10 
3 
10 
4 
10 
1 
10 
2 
10 
3 
10 
4 
=0.35 
Food 
10 
1 
10 
2 
10 
3 
10 
4 
10 
1 
10 
2 
10 
3 
10 
4 
=0.77 
Clothing 
Manufacturing and Industry 
1 
10 
2 
10 
10 
3 
10 
4 
10 
1 
10 
2 
10 
3 
10 
4 
=0.79 
1 
10 
Mobility services 
2 
10 
10 
3 
10 
4 
10 
1 
10 
2 
10 
3 
10 
4 
=0.85 
10 
1 
10 
2 
10 
3 
10 
4 
10 
1 
10 
2 
10 
3 
10 
4 
=0.23 
Housing 
1 
10 
2 
10 
10 
3 
10 
4 
10 
1 
10 
2 
10 
3 
10 
4 
=0.85 
Infrastucture 
1 
10 
Electricity, gas, water 
2 
10 
10 
3 
10 
4 
10 
1 
10 
2 
10 
3 
10 
4 
=0.88 
10 
1 
Services and retailing 
10 
2 
10 
3 
10 
4 
10 
1 
10 
2 
10 
3 
10 
4 
=0.61 
East Asia 
South-East Asia and Oceania 
South Asia 
North America 
South America 
Europe 
Russian Federation and former Soviet 
Middle East and North Africa 
Africa 
Consumption (USD/capita) 
-eq/capita) 
2 
Emissions (CO
FORES 
21/10/2014 
CONSUMPTION AS A 
POLICY LEVER
Example consumption policies 
FORES 
21/10/2014 
• Country level consumption cap, border 
carbon adjustment 
• Labelling (e.g., amount of CO2) 
• Information (less meat, less flights, ...) 
• Regulations (e.g., ban products)
FORES 
21/10/2014 
Assessing policies 
• Top-down: Border Carbon Adjustment 
• Remove exports 
• Add imports 
• Bottom-up: Behavioural economics 
• Surveys 
• Focus groups 
• Laboratory experiments 
• ...
FORES 
21/10/2014 
Effectiveness vs Fairness 
• Consumption-based policies in a fragmented 
regime are: 
• More cost effective 
• More environmentally effective 
• But unfair 
• Unfair: 
• Developing countries have to reduce emissions 
• Can be offset with financial transfers
FORES 
21/10/2014 
Implementation issues 
• Uncertainty (country and sector level) 
• Legal (WTO) 
• Institutional (UNFCCC reporting) 
• Feasibility (winners vs losers)
FORES 
21/10/2014 
Uncertainty
FORES 
21/10/2014 
POLICY IMPLICATIONS
FORES 
21/10/2014 
“Complementary” Policies 
• Key lever: Territorial-based emissions 
• Complementary policy levers 
• (in a fragmented policy regime) 
• Consumption accounting to track leakage 
• Consumption analysis to identify drivers 
• Consumption policies to respond 
• Not only consumption...
FORES 
21/10/2014 
Alternate carbon policies 
Extraction 
Extractors collect tax revenue 
In principle easy 
Production/Territorial 
Easy and status quo 
Fragmentation, free riders, 
carbon leakage 
Consumption 
Puts focus on key drivers 
Complex (and uncertain)
FORES 
21/10/2014 
Thank you 
folk.uio.no/glen 
Twitter: @Peters_Glen
Top Fossil Fuel Emitters (Per Capita) 
China’s per capita emissions have passed the EU28 and are 45% above the 
global average 
Per capita 
emissions 
in 2013 
Source: CDIAC; Le Quéré et al 2014; Global Carbon Budget 2014
Consumption Emissions per the Kyoto Protocol 
The net emissions transfers into Annex B countries more than offsets the Annex 
B emission reductions achieved within the Kyoto Protocol 
In Annex B, production-based emissions have had a slight decrease while consumption-based 
emissions have grown at 0.5% per year, and emission transfers have grown at 11% per year 
Source: CDIAC; Peters et al 2011; Le Quéré et al 2014; Global Carbon Budget 2014

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Consumption-based approaches in climate policy - Glen Peters

  • 1. Consumption-based approaches in climate policy FORES October 21, 2014 Glen Peters Center for International Climate and Environmental Research – Oslo (CICERO) Email: glen.peters@cicero.oslo.no Twitter: @Peters_Glen
  • 2. FORES THE MITIGATION CHALLENGE 21/10/2014
  • 3. Observed Emissions and Emissions Scenarios Data: CDIAC/GCP/IPCC/Fuss et al 2014 Over 1000 scenarios from the IPCC Fifth Assessment Report are shown Source: Fuss et al 2014; CDIAC; Global Carbon Budget 2014
  • 4. FORES 21/10/2014 A “typical” 2°C scenario? • Rationale behaviour by all decision makers, consumers and producers • Immediate implementation of a global carbon price in all countries (from 2010) • Full availability of all technologies
  • 5. FORES 21/10/2014 The Reality... • Sunk costs by decision makers, consumers, and producers • Fragmented carbon pricing/policies • Lack of availability of technologies
  • 6. FORES 21/10/2014 The Reality... • Sunk costs by decision makers, consumers, and producers • Fragmented carbon pricing/policies • Can consumption-based accounting help? • Lack of availability of technologies
  • 8. FORES 21/10/2014 Fragmented policy • “Common but differentiated” leads to fragmented policies • Strong, weak, none • Relevant in a global economy • Carbon leakage • Competiveness concerns
  • 9. Top Fossil Fuel Emitters (Absolute) The top four emitters in 2013 covered 58% of global emissions China (28%), United States (14%), EU28 (10%), India (7%) Bunkers fuel used for international transport is 3% of global emissions Statistical differences between the global estimates and sum of national totals is 3% of global emissions Source: CDIAC; Le Quéré et al 2014; Global Carbon Budget 2014
  • 10. Consumption-based emissions (carbon footprint) Allocating emissions to the consumption of goods and services provides an alternative perspective on emission drivers Consumption-based emissions are calculated by adjusting the standard production-based emissions to account for international trade Source: Le Quéré et al 2014; Peters et al 2011;Global Carbon Project 2014
  • 12. FORES 21/10/2014 Swedish emissions 100 50 0 -50 1990 1995 2000 2005 2010 2015 ) 2 Emissions (MtCO Consumption = Production – Exports + Imports “Net transfer” = Exports – Imports
  • 13. FORES 21/10/2014 Swedish emissions 100 50 0 -50 1990 1995 2000 2005 2010 2015 ) 2 Emissions (MtCO Consumption: New policy lever? Imports: “Carbon Leakage” Production: Sovereign control Exports: “Competitiveness concerns”
  • 14. FORES 21/10/2014 Consumption as a “driver” 1 10 2 10 10 3 10 4 10 1 10 2 10 3 10 4 =0.35 Food 10 1 10 2 10 3 10 4 10 1 10 2 10 3 10 4 =0.77 Clothing Manufacturing and Industry 1 10 2 10 10 3 10 4 10 1 10 2 10 3 10 4 =0.79 1 10 Mobility services 2 10 10 3 10 4 10 1 10 2 10 3 10 4 =0.85 10 1 10 2 10 3 10 4 10 1 10 2 10 3 10 4 =0.23 Housing 1 10 2 10 10 3 10 4 10 1 10 2 10 3 10 4 =0.85 Infrastucture 1 10 Electricity, gas, water 2 10 10 3 10 4 10 1 10 2 10 3 10 4 =0.88 10 1 Services and retailing 10 2 10 3 10 4 10 1 10 2 10 3 10 4 =0.61 East Asia South-East Asia and Oceania South Asia North America South America Europe Russian Federation and former Soviet Middle East and North Africa Africa Consumption (USD/capita) -eq/capita) 2 Emissions (CO
  • 15. FORES 21/10/2014 CONSUMPTION AS A POLICY LEVER
  • 16. Example consumption policies FORES 21/10/2014 • Country level consumption cap, border carbon adjustment • Labelling (e.g., amount of CO2) • Information (less meat, less flights, ...) • Regulations (e.g., ban products)
  • 17. FORES 21/10/2014 Assessing policies • Top-down: Border Carbon Adjustment • Remove exports • Add imports • Bottom-up: Behavioural economics • Surveys • Focus groups • Laboratory experiments • ...
  • 18. FORES 21/10/2014 Effectiveness vs Fairness • Consumption-based policies in a fragmented regime are: • More cost effective • More environmentally effective • But unfair • Unfair: • Developing countries have to reduce emissions • Can be offset with financial transfers
  • 19. FORES 21/10/2014 Implementation issues • Uncertainty (country and sector level) • Legal (WTO) • Institutional (UNFCCC reporting) • Feasibility (winners vs losers)
  • 21. FORES 21/10/2014 POLICY IMPLICATIONS
  • 22. FORES 21/10/2014 “Complementary” Policies • Key lever: Territorial-based emissions • Complementary policy levers • (in a fragmented policy regime) • Consumption accounting to track leakage • Consumption analysis to identify drivers • Consumption policies to respond • Not only consumption...
  • 23. FORES 21/10/2014 Alternate carbon policies Extraction Extractors collect tax revenue In principle easy Production/Territorial Easy and status quo Fragmentation, free riders, carbon leakage Consumption Puts focus on key drivers Complex (and uncertain)
  • 24. FORES 21/10/2014 Thank you folk.uio.no/glen Twitter: @Peters_Glen
  • 25. Top Fossil Fuel Emitters (Per Capita) China’s per capita emissions have passed the EU28 and are 45% above the global average Per capita emissions in 2013 Source: CDIAC; Le Quéré et al 2014; Global Carbon Budget 2014
  • 26. Consumption Emissions per the Kyoto Protocol The net emissions transfers into Annex B countries more than offsets the Annex B emission reductions achieved within the Kyoto Protocol In Annex B, production-based emissions have had a slight decrease while consumption-based emissions have grown at 0.5% per year, and emission transfers have grown at 11% per year Source: CDIAC; Peters et al 2011; Le Quéré et al 2014; Global Carbon Budget 2014