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REDD+ sticks and carrots combined: 
simulating costs and equity effects 
in Brazil and Peru 
Jan Börner (University of Bonn, CIFOR) 
Eduardo Marinho (CIFOR) 
Sven Wunder (CIFOR)
Background 
• Brazil has effectively reduced deforestation to 
70-80% of pre-2004 levels 
• Command-and-control (C&C) policies 
(=“sticks”) are budget-wise cheap – yet costly 
to land users (Börner et al., 2014) 
• Effective C&C may require complementary 
incentives to remain politically sustainable 
(Nepstad et al., 2014)
Research questions 
1. What tradeoffs between cost effectiveness 
and land-user income may integration of 
REDD+ sticks (C&C) and carrots (PES) trigger 
(Brazil case)? 
2. How can incentives be designed to make 
conservation both cost-effective and 
egalitarian (Peru case)?
Policy mix tradeoffs 
REDD+ cost-effectiveness 
Landholder 
incomes 
C&C 
PES
PES design tradeoffs Cost-effectiveness 
• Concentration of land ownership 
• Historical deforestation patterns 
• Spatially variable opportunity costs 
• Targeting of payments 
Equality
Study areas
Study areas 
BRAZILIAN AMAZON 
• High historical deforestation 
• High concentration of land 
ownership 
• Commercial agriculture and 
cattle operations at the 
agricultural frontiers 
• Relatively well developed 
forest monitoring and law 
enforcement infrastructure 
• Large-scale PES planned 
PERUVIAN AMAZON 
• Historically low deforestation 
• More homogeneous 
distribution of land 
• Predominantly subsistence 
cattle production and small but 
growing commercial sector 
• Relatively weak forest 
monitoring and law 
enforcement infrastructure 
• Large-scale PES implemented
Modelling decision making 
Land user 
• Deforestation is a function of 
expected profits and policy 
incentives 
Envir. Protection Agency 
• Enforcement is a budget 
constrained optimization of 
deterrence through in situ 
inspections 
df  d  pF PES  d max  ,   
f  ,d *  pF  PES  
d p 
I 
I 
 
p i i 
i 
   
s t p TC nd TC B 
i 
i i i i 
 
 
1 
' 
1 
. . 
max
Spatial analysis 
• District-based opportunity cost 
analysis 
• Grid-based spatial simulation of: 
– Avoided deforestation (Brazil, Peru) 
– Land user income change (Brazil, 
Peru) 
– Command-and-control 
implementation costs (Brazil) 
– Sticks & carrot integration (Brazil) 
– Alternative PES payment modalities 
(Peru) 
Spatial overlay 
Threatened 
forests 
Community 
boundaries 
Population 
Returns to 
deforestation
PES design tradeoffs 
UNEQUAL & INEFFICIENT 
0 2000 4000 6000 8000 10000 12000 
0.0 0.2 0.4 0.6 0.8 1.0 
Cost-effectiveness: Peruvian Soles per hectare of conserved forest 
Inequality: gini coefficient of HH income change 
current PNCB scheme 
av. p/ha opp. cost payment 
compensation up to av. opp.cost 
av. department p/ha opp. cost payment 
av. province p/ha opp. cost payment 
1 min. salary per year + pure compensation 
1 min. salary per year + average opp. cost payment 
EQUAL & EFFICIENT
Welfare effects of policy mixes
Key findings 
• Mixing carrots with sticks can make REDD+ fairer, 
but also more expensive (Brazil) 
• If PES are intended to complement C&C (as is 
common under REDD+) enforcement quality is 
key to cost-effectiveness 
• Designing PES requires knowledge about spatial 
patterns of deforestation and opportunity costs 
• Simple and feasible adjustments to the PNCB can 
boost its cost-effectiveness and equity effects

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REDD+ sticks and carrots combined: simulating costs and equity effects in Brazil and Peru

  • 1. REDD+ sticks and carrots combined: simulating costs and equity effects in Brazil and Peru Jan Börner (University of Bonn, CIFOR) Eduardo Marinho (CIFOR) Sven Wunder (CIFOR)
  • 2. Background • Brazil has effectively reduced deforestation to 70-80% of pre-2004 levels • Command-and-control (C&C) policies (=“sticks”) are budget-wise cheap – yet costly to land users (Börner et al., 2014) • Effective C&C may require complementary incentives to remain politically sustainable (Nepstad et al., 2014)
  • 3. Research questions 1. What tradeoffs between cost effectiveness and land-user income may integration of REDD+ sticks (C&C) and carrots (PES) trigger (Brazil case)? 2. How can incentives be designed to make conservation both cost-effective and egalitarian (Peru case)?
  • 4. Policy mix tradeoffs REDD+ cost-effectiveness Landholder incomes C&C PES
  • 5. PES design tradeoffs Cost-effectiveness • Concentration of land ownership • Historical deforestation patterns • Spatially variable opportunity costs • Targeting of payments Equality
  • 7. Study areas BRAZILIAN AMAZON • High historical deforestation • High concentration of land ownership • Commercial agriculture and cattle operations at the agricultural frontiers • Relatively well developed forest monitoring and law enforcement infrastructure • Large-scale PES planned PERUVIAN AMAZON • Historically low deforestation • More homogeneous distribution of land • Predominantly subsistence cattle production and small but growing commercial sector • Relatively weak forest monitoring and law enforcement infrastructure • Large-scale PES implemented
  • 8. Modelling decision making Land user • Deforestation is a function of expected profits and policy incentives Envir. Protection Agency • Enforcement is a budget constrained optimization of deterrence through in situ inspections df  d  pF PES  d max  ,   f  ,d *  pF  PES  d p I I  p i i i    s t p TC nd TC B i i i i i   1 ' 1 . . max
  • 9. Spatial analysis • District-based opportunity cost analysis • Grid-based spatial simulation of: – Avoided deforestation (Brazil, Peru) – Land user income change (Brazil, Peru) – Command-and-control implementation costs (Brazil) – Sticks & carrot integration (Brazil) – Alternative PES payment modalities (Peru) Spatial overlay Threatened forests Community boundaries Population Returns to deforestation
  • 10. PES design tradeoffs UNEQUAL & INEFFICIENT 0 2000 4000 6000 8000 10000 12000 0.0 0.2 0.4 0.6 0.8 1.0 Cost-effectiveness: Peruvian Soles per hectare of conserved forest Inequality: gini coefficient of HH income change current PNCB scheme av. p/ha opp. cost payment compensation up to av. opp.cost av. department p/ha opp. cost payment av. province p/ha opp. cost payment 1 min. salary per year + pure compensation 1 min. salary per year + average opp. cost payment EQUAL & EFFICIENT
  • 11. Welfare effects of policy mixes
  • 12. Key findings • Mixing carrots with sticks can make REDD+ fairer, but also more expensive (Brazil) • If PES are intended to complement C&C (as is common under REDD+) enforcement quality is key to cost-effectiveness • Designing PES requires knowledge about spatial patterns of deforestation and opportunity costs • Simple and feasible adjustments to the PNCB can boost its cost-effectiveness and equity effects

Editor's Notes

  1. Forest has long been the best place to hide from both sticks and carrots….but there is mounting evidence that this is changing!
  2. Cost-effectiveness from the policy makers (government) point of view (not social welfare wise..)