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Effectiveness of REDD+:
meta-study results
Sven Wunder
European Forest Institute (EFI)
CIFOR Senior Associate
SBSTA, Bonn, 8 June 2023
REDD+ map vs. study sample: projects and jurisdictions
=> Overlapping subnational, regional and national REDD+
=> variable implementation & research densities across tropics
Results,
forests:
REDD+ small and
variable, but
significant forest
cover impacts
0.08 [0.04; 0.11]
Results,
welfare:
REDD+ small
positive outcomes
(income, assets,
consumption); self-
perceptions mixed
0.06 [-0.01; 0.14]
Moderation analysis
Effect size
boosters:
1. High pre-threat (at
lower scales)
2. Spatial targeting
3. Benefit
differentiation
(welfare effects)
Conservation impacts: REDD+ compared
REDD+ performs as least
as ‘well’ (or as poorly…)
as other conservation
tools
…but little analysis of
cost effectiveness
REDD+ credit
additionality:
Project impacts
vs. its baselines
Tan ania 9 Tan ania 9
eru eru 9 eru 95 Tan ania 5
59 eru eru eru
olombia 95 olombia 9 olombia olombia 5
ambodia 5 ambodia 9 olombia 9 olombia 9
9 9
9 9 9 9
9 9 9 9
9 9 9 9
9 9 9 9
5
5
5
5
e
5e
e 5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
e
5e
e 5
ear
umulative
deforestation
(ha)
……… De facto observed deforestation
_____ Ex-ante deforestation baselines
_____ Deforestation synthetic control sites
West et al. (2023), Science (resubmitted)
=> Much of REDD+
credit non-performance
(West et al.: 90+%) is
due to project ‘hockey
stick’ ex-ante baselines
Five take-away messages
1. REDD+ is to carbon, what ICDP has been to biodiversity: a heterogenous
mix of on-the-ground interventions. JA-REDD+ will not change that part
(complex policy mixes); we still need to disentangle to learn!
2. Forest impacts are: statistically significant, modestly sized – as are other
conservation tools. True also for small 1st generation of JA-REDD+.
3. REDD+, incl. JA, could have more impact if action spatially targeted high-
threat, forest carbon-dense areas.
4. For carbon credit integrity, REDD+ impact performance also needs to be
paired with realistic ex-ante baselines.
5. For current JA-REDD+, worrying how little accompanying research/
impact evaluation is being done: what policies change? what impact?
Thank you!
Acknowledged contributors:
Dario Schulz, Javier Montoya-Zumaeta,
Jan Börner, Gabriel Frey, Thales West

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Effectiveness of REDD+: Meta-study results

  • 1. Effectiveness of REDD+: meta-study results Sven Wunder European Forest Institute (EFI) CIFOR Senior Associate SBSTA, Bonn, 8 June 2023
  • 2. REDD+ map vs. study sample: projects and jurisdictions => Overlapping subnational, regional and national REDD+ => variable implementation & research densities across tropics
  • 3. Results, forests: REDD+ small and variable, but significant forest cover impacts 0.08 [0.04; 0.11]
  • 4. Results, welfare: REDD+ small positive outcomes (income, assets, consumption); self- perceptions mixed 0.06 [-0.01; 0.14]
  • 5. Moderation analysis Effect size boosters: 1. High pre-threat (at lower scales) 2. Spatial targeting 3. Benefit differentiation (welfare effects)
  • 6. Conservation impacts: REDD+ compared REDD+ performs as least as ‘well’ (or as poorly…) as other conservation tools …but little analysis of cost effectiveness
  • 7. REDD+ credit additionality: Project impacts vs. its baselines Tan ania 9 Tan ania 9 eru eru 9 eru 95 Tan ania 5 59 eru eru eru olombia 95 olombia 9 olombia olombia 5 ambodia 5 ambodia 9 olombia 9 olombia 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 5 5 5 5 e 5e e 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 e 5e e 5 ear umulative deforestation (ha) ……… De facto observed deforestation _____ Ex-ante deforestation baselines _____ Deforestation synthetic control sites West et al. (2023), Science (resubmitted) => Much of REDD+ credit non-performance (West et al.: 90+%) is due to project ‘hockey stick’ ex-ante baselines
  • 8. Five take-away messages 1. REDD+ is to carbon, what ICDP has been to biodiversity: a heterogenous mix of on-the-ground interventions. JA-REDD+ will not change that part (complex policy mixes); we still need to disentangle to learn! 2. Forest impacts are: statistically significant, modestly sized – as are other conservation tools. True also for small 1st generation of JA-REDD+. 3. REDD+, incl. JA, could have more impact if action spatially targeted high- threat, forest carbon-dense areas. 4. For carbon credit integrity, REDD+ impact performance also needs to be paired with realistic ex-ante baselines. 5. For current JA-REDD+, worrying how little accompanying research/ impact evaluation is being done: what policies change? what impact?
  • 9. Thank you! Acknowledged contributors: Dario Schulz, Javier Montoya-Zumaeta, Jan Börner, Gabriel Frey, Thales West