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THINKING beyond the canopy
REDD+ progress: a qualitative
comparative analysis
Maria Brockhaus, Kaisa Korhonen-Kurki,
Jenniver Sehring, and Monica Di Gregorio
Bonn, 5th June 2013
How is progress in REDD+ defined?
The phased approach (Meridian 2009, UNFCCC)
2
THINKING beyond the canopy
To move forward with REDD+ toward
result based payments,
transformational change is needed:
Definition and policy outcomes
 a shift in discursive practices, attitudes, power
relations, and deliberate policy and protest action
that leads policy formulation and implementation
away from business as usual policy approaches
that directly or indirectly support deforestation
and degradation
THINKING beyond the canopy
Examples of
transformational change
In the context of REDD+, transformational outcomes can be
i) changes in economic, regulatory and governance
frameworks, including the devolution of rights to local
users;
ii) removals of perverse incentives, such as subsidies and
concessions that serve selective economic interests and
stimulate deforestation and forest degradation; and
iii) reforms of forest industry policies and regulations that
effectively reduce unsustainable extraction
THINKING beyond the canopy
How to measure country progress?
QCA
Kaisa Korhonen-Kurki, Jenniver Sehring, Maria Brockhaus and Monica Di
Gregorio. Enabling factors for establishing REDD+ in a context of weak
governance: A Qualitative Comparative Analysis. (submitted to Climate Policy)
 QCA designed for comparisons of a small to
intermediate number of cases (Ragin, 1987 2000,
2008; Rihoux & Ragin, 2009; Schneider & Wagemann
2012)
 QCA allows for systematic cross-case comparison
without neglecting case complexity  modest, medium-
range generalization and theorizing
 In QCA, each case is understood as a specific
combination (or ‘configuration’) of factors, called
‘conditions’
THINKING beyond the canopy
 Background studies (country profiles, media analysis,
comparative analysis) in 12 countries in South America,
sub-Saharan Africa, Asia and Oceania
 Expert country teams with in-depth case knowledge
• Workshops: Identification of relevant factors,
identification of relevant indicators
• Online survey: revision of factors, indicators, and first
assessment  selection of final factors and
assessment
• Final workshop in September 2012: assessments
finalised and verified
 2-step QCA
QCA for REDD+: approach
THINKING beyond the canopy
Analysis :Two-step QCA
Outcome variable: Establishment of comprehensive policies
targeting transformational change in the REDD+ policy
domain (phase II)
Remote conditions spatiotemporally distant from the outcome,
stable over time , difficult to change  institutional setting
Proximate conditions spatiotemporally close, vary over time
and easier to change  policy arena
 Six factors divided into two categories to explain outcome
• Institutional setting: pressure from forest-resource shortage;
effective forest legislation, policy and governance; already
initiated policy change
• The policy arena: national ownership; transformational
coalitions; inclusiveness of the policy process
THINKING beyond the canopy
Definition of the outcome: Establishment of
comprehensive policies targeting transformational
change in the REDD+ policy domain
Presence Absence Indicators of presence Evaluation
New institutions,
procedures and
capacity-building
measures are
established by
committed actors.
Such policies and
outputs are built on a
broad societal
consensus for change.
New institutions and
procedures are not
established or are met
with resistance, thus
undermining their
capacity to function.
REDD+ policy
formulation remains
fragmented or is
undertaken mainly by
external actors.
Business-as-usual
approaches dominate
media and politics.
* MRV system
developed
* Coordination body
established
* REDD financing used
effectively
* National strategy in
place
* Grievance
procedures or other
mechanisms to
enhance accountability
in REDD+ systems
established
Two or more indicators
of presence = 1
Zero or one indicator of
presence = 0
Only Brazil, Indonesia and Vietnam (at least two indicators present) - outcome 1.
THINKING beyond the canopy
Key features of effective forest
legislation, policy and governance (EFF)
Presence Absence Indicators of presence Evaluation
A sound and clear legal
framework with clearly
assigned rights and
management
regulations is in place.
Laws and policies are at
least partly effectively
implemented by
national and local
administrations, which
have at their disposal a
minimum of
enforcement
mechanisms and
implementation
capacity.
Tenure and rights are in
many respects unclear
and contested.
There are unresolved
contradictions between
formal and customary
law.
There are no adequate
laws and policies, or
they exist but are
ineffective because of
lack of implementation
mechanisms and
enforcement capacity
and/or elite capture and
corruption.
*Sound and consistent legal
forestry framework and policies
*Effective implementation and
enforcement mechanisms
*Capacity-building efforts for
implementing agencies
*High compliance with the law by
citizens and businesses
*Awareness and effective use of
rights
*Low level of corruption and
clientelistic patterns undermining
policy implementation
Two or more
indicators
present = 1
Zero or one
indicator
present = 0
THINKING beyond the canopy
Transformational coalitions (COAL)
Presence Absence Indicators of presence Evaluation
Existence of
coalitions of drivers
of change with room
to manoeuvre in the
political structures
and impact on the
discourse.
Policy actors and
coalitions calling for
transformational
change are more
prominent in the
media than those
supporting the status
quo.
No observable
coalitions of drivers
of change, or any
present are too
marginal to
influence policy-
making and are not
visible in the
political discourse
on REDD+.
Media and policy
circles are
dominated by
coalitions
supporting the
status quo and
business as usual.
*Notions or existence of coalition building
among actors supporting REDD+ policies (e.g.
umbrella organization, regular meetings, joint
statements, personal relations)
*There are drivers of change (policy actors
that lead discourse in pro-REDD+ direction)
both inside and outside government
institutions.
*Policy actor coalitions calling for substantial
political change in forest policies are more
prominent in media than those supporting the
status quo.
*Pro-REDD+ policy actors have good access to
political decision-makers (e.g. invited to
expert hearings, members in advisory
councils).
Two or
more
indicators
present,
including
the first
indicator = 1
Zero or one
indicator
present or
first
indicator
absent = 0
THINKING beyond the canopy
Results I: Institutional setting
The results reveal path dependencies and institutional stickiness
in all the study countries:
 Only countries already undertaking institutional change (CHA)
have been able to establish REDD+ policies in a relatively
short period
 but only in the presence of either
• high pressure from forest-resource shortages (PRES: Brazil
and Indonesia)
• or key features of effective forest legislation, policy and
governance (EFF: Vietnam).
positive outcome (REDD = 1):PRES*eff*CHA (Indonesia)
+ pres*EFF*CHA (Vietnam) + PRES*EFF*CHA (Brazil)
THINKING beyond the canopy
THINKING beyond the canopy
Results II: Policy arena
Where an enabling institutional setting is in place
(EFF*CHA or PRES*eff*CHA), two conditions of the policy
arena proofed to be crucial for all three successful
countries (Brazil, Vietnam and Indonesia):
 National ownership (OWN)
 Transformational coalitions (COAL)
Countries that have these two conditions of the policy
arena, but not the enabling institutional setting (e.g. Peru
and Mozambique), were not successful in establishing
REDD+ yet.
THINKING beyond the canopy
Note: Indonesia has the alternative configuration for enabling environment(PRES*eff*CHA)
and the policy arena configuration is *OWN*COAL*incl
THINKING beyond the canopy
Factors affecting national REDD+ policies
Case Institutional setting Policy arena Outcome
PRES EFF CHA OWN COAL INCL REDD
Bolivia 1 1 1 0 0 0 0
Brazil 1 1 1 1 1 1 1
Burkina Faso 1 0 0 0 0 0 0
Cameroon 1 1 0 0 0 0 0
DRC 0 0 1 0 1 1 0
Indonesia 1 0 1 1 1 0 1
Mozambique 1 0 0 1 1 1 0
Nepal 0 1 0 0 1 1 0
Peru 0 0 1 1 1 1 0
PNG 0 0 0 0 1 0 0
Tanzania 0 0 0 0 1 1 0
Vietnam 0 1 1 1 1 0 1
THINKING beyond the canopy
Measuring progress? Some
reflections
 Findings:
• Context matters: Already initiated institutional
change allows for faster REDD+ design , but
either forest pressure needs to be high or effective
forest legislation, policy and governance in place
• Actor-related factors of national ownership
and transformational coalitions crucial: but
could only be effective in an enabling institutional
setting
THINKING beyond the canopy
Measuring progress? Some
reflections
 Method:
• Combinations of conditions including
presence/absence specification allows to deal with
REDD complexity
• Factors (conditions) identified can be useful examples
for performance assessments in REDD+ countries
• Limitations are given with outcome variable, and with
limited case numbers that have achieved this, will be
very interesting when emission trajectories will be
affected through REDD+
We acknowledge the support from:
Norad and the Ministry of Environment of Norway,
AusAID (Australia),
European Commission,
Dept. of Energy and Climate Change & Dept. for Int. Dev. (UK),
& all research partners and individuals
that have contributed to the GCS research
Thanks
THINKING beyond the canopy
Pressure from shortage of forest
resources (PRES)
Presence Absence Indicators Evaluation
Forests are under
pressure from high
deforestation rate
Abundant or
recovering forest
resources with a low
to medium or
negative
(reforestation)
deforestation rate
*Forest transition
stagea
*Deforestation rate
Forest transition
stage 2 or 3 and
deforestation rate
above 0.5% annually
= 1
Forest transition
stage 1, 4 or 5 and
deforestation rate
below 0.5% annually
= 0
THINKING beyond the canopy
Key features of effective forest legislation, policy and
governance (EFF)
Presence Absence Indicators of presence Evaluation
A sound and clear legal
framework with clearly
assigned rights and
management
regulations is in place.
Laws and policies are at
least partly effectively
implemented by
national and local
administrations, which
have at their disposal a
minimum of
enforcement
mechanisms and
implementation
capacity.
Tenure and rights are in
many respects unclear
and contested.
There are unresolved
contradictions between
formal and customary
law.
There are no adequate
laws and policies, or
they exist but are
ineffective because of
lack of implementation
mechanisms and
enforcement capacity
and/or elite capture and
corruption.
*Sound and consistent legal
forestry framework and policies
*Effective implementation and
enforcement mechanisms
*Capacity-building efforts for
implementing agencies
*High compliance with the law by
citizens and businesses
*Awareness and effective use of
rights
*Low level of corruption and
clientelistic patterns undermining
policy implementation
Two or more
indicators
present = 1
Zero or one
indicator
present = 0
THINKING beyond the canopy
Already initiated policy change
(CHA)
Already initiated policy change
(CHA)
Presence Absence Indicators of presence Evaluation
The government has
already formulated and
is implementing policy
strategies on climate
change (e.g. NAMA)
and deforestation, or a
low-carbon
development strategies
or/and PES schemes
are already established
independently from
REDD+ policies
The government has
not yet formulated
advanced policy
strategies on climate
change (e.g. NAMA)
and deforestation or a
low-carbon
development strategy,
or existing policies are
highly insufficient or
not at all implemented.
No PES schemes have
been established.
* Evidence of
implementation of
policy strategies in
related fields (e.g. one
or more of the
following: NAMA, PES,
deforestation, low-
carbon development)
Present = 1
Absent = 0
THINKING beyond the canopy
National ownership (OWN)
Presence Absence Indicators of presence Evaluation
Pro-REDD+ media
statements by
government (national
and subnational).
National research and
NGO actors dominate
policy discourse (media
analysis).
Engagement of
national political
institutions in REDD+
policy formulation.
Donor agendas do not
dominate process.
Budget allocation to
REDD+.
Anti-REDD+ media
statements by national
state actors and/or
pro-REDD+ statements
by international actors
dominate policy
discourse.
Policy formulation is
mainly by foreign
actors.
Financial incentives
from donors are main
reason for REDD+
implementation.
No budget allocation
to REDD+.
*Regular pro-REDD+
statements by
government appear in
the media.
*REDD+ policy
formulation is led by
national political
institutions.
*Foreign donors/actors
have only a
minor/advisory role
and agenda in REDD+
policy formulation.
All 3 indicators present
= 1
Fewer than 3 indicators
present = 0
THINKING beyond the canopy
Transformational coalitions (COAL)
Presence Absence Indicators of presence Evaluation
Existence of
coalitions of drivers
of change with room
to manoeuvre in the
political structures
and impact on the
discourse.
Policy actors and
coalitions calling for
transformational
change are more
prominent in the
media than those
supporting the status
quo.
No observable
coalitions of drivers
of change, or any
present are too
marginal to
influence policy-
making and are not
visible in the
political discourse
on REDD+.
Media and policy
circles are
dominated by
coalitions
supporting the
status quo and
business as usual.
*Notions or existence of coalition building
among actors supporting REDD+ policies (e.g.
umbrella organization, regular meetings, joint
statements, personal relations)
*There are drivers of change (policy actors
that lead discourse in pro-REDD+ direction)
both inside and outside government
institutions.
*Policy actor coalitions calling for substantial
political change in forest policies are more
prominent in media than those supporting the
status quo.
*Pro-REDD+ policy actors have good access to
political decision-makers (e.g. invited to
expert hearings, members in advisory
councils).
Two or
more
indicators
present,
including
the first
indicator = 1
Zero or one
indicator
present or
first
indicator
absent = 0

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Measuring REDD+ Progress: A Qualitative Comparative Analysis

  • 1. THINKING beyond the canopy REDD+ progress: a qualitative comparative analysis Maria Brockhaus, Kaisa Korhonen-Kurki, Jenniver Sehring, and Monica Di Gregorio Bonn, 5th June 2013
  • 2. How is progress in REDD+ defined? The phased approach (Meridian 2009, UNFCCC) 2
  • 3. THINKING beyond the canopy To move forward with REDD+ toward result based payments, transformational change is needed: Definition and policy outcomes  a shift in discursive practices, attitudes, power relations, and deliberate policy and protest action that leads policy formulation and implementation away from business as usual policy approaches that directly or indirectly support deforestation and degradation
  • 4. THINKING beyond the canopy Examples of transformational change In the context of REDD+, transformational outcomes can be i) changes in economic, regulatory and governance frameworks, including the devolution of rights to local users; ii) removals of perverse incentives, such as subsidies and concessions that serve selective economic interests and stimulate deforestation and forest degradation; and iii) reforms of forest industry policies and regulations that effectively reduce unsustainable extraction
  • 5. THINKING beyond the canopy How to measure country progress? QCA Kaisa Korhonen-Kurki, Jenniver Sehring, Maria Brockhaus and Monica Di Gregorio. Enabling factors for establishing REDD+ in a context of weak governance: A Qualitative Comparative Analysis. (submitted to Climate Policy)  QCA designed for comparisons of a small to intermediate number of cases (Ragin, 1987 2000, 2008; Rihoux & Ragin, 2009; Schneider & Wagemann 2012)  QCA allows for systematic cross-case comparison without neglecting case complexity  modest, medium- range generalization and theorizing  In QCA, each case is understood as a specific combination (or ‘configuration’) of factors, called ‘conditions’
  • 6. THINKING beyond the canopy  Background studies (country profiles, media analysis, comparative analysis) in 12 countries in South America, sub-Saharan Africa, Asia and Oceania  Expert country teams with in-depth case knowledge • Workshops: Identification of relevant factors, identification of relevant indicators • Online survey: revision of factors, indicators, and first assessment  selection of final factors and assessment • Final workshop in September 2012: assessments finalised and verified  2-step QCA QCA for REDD+: approach
  • 7. THINKING beyond the canopy Analysis :Two-step QCA Outcome variable: Establishment of comprehensive policies targeting transformational change in the REDD+ policy domain (phase II) Remote conditions spatiotemporally distant from the outcome, stable over time , difficult to change  institutional setting Proximate conditions spatiotemporally close, vary over time and easier to change  policy arena  Six factors divided into two categories to explain outcome • Institutional setting: pressure from forest-resource shortage; effective forest legislation, policy and governance; already initiated policy change • The policy arena: national ownership; transformational coalitions; inclusiveness of the policy process
  • 8. THINKING beyond the canopy Definition of the outcome: Establishment of comprehensive policies targeting transformational change in the REDD+ policy domain Presence Absence Indicators of presence Evaluation New institutions, procedures and capacity-building measures are established by committed actors. Such policies and outputs are built on a broad societal consensus for change. New institutions and procedures are not established or are met with resistance, thus undermining their capacity to function. REDD+ policy formulation remains fragmented or is undertaken mainly by external actors. Business-as-usual approaches dominate media and politics. * MRV system developed * Coordination body established * REDD financing used effectively * National strategy in place * Grievance procedures or other mechanisms to enhance accountability in REDD+ systems established Two or more indicators of presence = 1 Zero or one indicator of presence = 0 Only Brazil, Indonesia and Vietnam (at least two indicators present) - outcome 1.
  • 9. THINKING beyond the canopy Key features of effective forest legislation, policy and governance (EFF) Presence Absence Indicators of presence Evaluation A sound and clear legal framework with clearly assigned rights and management regulations is in place. Laws and policies are at least partly effectively implemented by national and local administrations, which have at their disposal a minimum of enforcement mechanisms and implementation capacity. Tenure and rights are in many respects unclear and contested. There are unresolved contradictions between formal and customary law. There are no adequate laws and policies, or they exist but are ineffective because of lack of implementation mechanisms and enforcement capacity and/or elite capture and corruption. *Sound and consistent legal forestry framework and policies *Effective implementation and enforcement mechanisms *Capacity-building efforts for implementing agencies *High compliance with the law by citizens and businesses *Awareness and effective use of rights *Low level of corruption and clientelistic patterns undermining policy implementation Two or more indicators present = 1 Zero or one indicator present = 0
  • 10. THINKING beyond the canopy Transformational coalitions (COAL) Presence Absence Indicators of presence Evaluation Existence of coalitions of drivers of change with room to manoeuvre in the political structures and impact on the discourse. Policy actors and coalitions calling for transformational change are more prominent in the media than those supporting the status quo. No observable coalitions of drivers of change, or any present are too marginal to influence policy- making and are not visible in the political discourse on REDD+. Media and policy circles are dominated by coalitions supporting the status quo and business as usual. *Notions or existence of coalition building among actors supporting REDD+ policies (e.g. umbrella organization, regular meetings, joint statements, personal relations) *There are drivers of change (policy actors that lead discourse in pro-REDD+ direction) both inside and outside government institutions. *Policy actor coalitions calling for substantial political change in forest policies are more prominent in media than those supporting the status quo. *Pro-REDD+ policy actors have good access to political decision-makers (e.g. invited to expert hearings, members in advisory councils). Two or more indicators present, including the first indicator = 1 Zero or one indicator present or first indicator absent = 0
  • 11. THINKING beyond the canopy Results I: Institutional setting The results reveal path dependencies and institutional stickiness in all the study countries:  Only countries already undertaking institutional change (CHA) have been able to establish REDD+ policies in a relatively short period  but only in the presence of either • high pressure from forest-resource shortages (PRES: Brazil and Indonesia) • or key features of effective forest legislation, policy and governance (EFF: Vietnam). positive outcome (REDD = 1):PRES*eff*CHA (Indonesia) + pres*EFF*CHA (Vietnam) + PRES*EFF*CHA (Brazil)
  • 13. THINKING beyond the canopy Results II: Policy arena Where an enabling institutional setting is in place (EFF*CHA or PRES*eff*CHA), two conditions of the policy arena proofed to be crucial for all three successful countries (Brazil, Vietnam and Indonesia):  National ownership (OWN)  Transformational coalitions (COAL) Countries that have these two conditions of the policy arena, but not the enabling institutional setting (e.g. Peru and Mozambique), were not successful in establishing REDD+ yet.
  • 14. THINKING beyond the canopy Note: Indonesia has the alternative configuration for enabling environment(PRES*eff*CHA) and the policy arena configuration is *OWN*COAL*incl
  • 15. THINKING beyond the canopy Factors affecting national REDD+ policies Case Institutional setting Policy arena Outcome PRES EFF CHA OWN COAL INCL REDD Bolivia 1 1 1 0 0 0 0 Brazil 1 1 1 1 1 1 1 Burkina Faso 1 0 0 0 0 0 0 Cameroon 1 1 0 0 0 0 0 DRC 0 0 1 0 1 1 0 Indonesia 1 0 1 1 1 0 1 Mozambique 1 0 0 1 1 1 0 Nepal 0 1 0 0 1 1 0 Peru 0 0 1 1 1 1 0 PNG 0 0 0 0 1 0 0 Tanzania 0 0 0 0 1 1 0 Vietnam 0 1 1 1 1 0 1
  • 16. THINKING beyond the canopy Measuring progress? Some reflections  Findings: • Context matters: Already initiated institutional change allows for faster REDD+ design , but either forest pressure needs to be high or effective forest legislation, policy and governance in place • Actor-related factors of national ownership and transformational coalitions crucial: but could only be effective in an enabling institutional setting
  • 17. THINKING beyond the canopy Measuring progress? Some reflections  Method: • Combinations of conditions including presence/absence specification allows to deal with REDD complexity • Factors (conditions) identified can be useful examples for performance assessments in REDD+ countries • Limitations are given with outcome variable, and with limited case numbers that have achieved this, will be very interesting when emission trajectories will be affected through REDD+
  • 18. We acknowledge the support from: Norad and the Ministry of Environment of Norway, AusAID (Australia), European Commission, Dept. of Energy and Climate Change & Dept. for Int. Dev. (UK), & all research partners and individuals that have contributed to the GCS research Thanks
  • 19. THINKING beyond the canopy Pressure from shortage of forest resources (PRES) Presence Absence Indicators Evaluation Forests are under pressure from high deforestation rate Abundant or recovering forest resources with a low to medium or negative (reforestation) deforestation rate *Forest transition stagea *Deforestation rate Forest transition stage 2 or 3 and deforestation rate above 0.5% annually = 1 Forest transition stage 1, 4 or 5 and deforestation rate below 0.5% annually = 0
  • 20. THINKING beyond the canopy Key features of effective forest legislation, policy and governance (EFF) Presence Absence Indicators of presence Evaluation A sound and clear legal framework with clearly assigned rights and management regulations is in place. Laws and policies are at least partly effectively implemented by national and local administrations, which have at their disposal a minimum of enforcement mechanisms and implementation capacity. Tenure and rights are in many respects unclear and contested. There are unresolved contradictions between formal and customary law. There are no adequate laws and policies, or they exist but are ineffective because of lack of implementation mechanisms and enforcement capacity and/or elite capture and corruption. *Sound and consistent legal forestry framework and policies *Effective implementation and enforcement mechanisms *Capacity-building efforts for implementing agencies *High compliance with the law by citizens and businesses *Awareness and effective use of rights *Low level of corruption and clientelistic patterns undermining policy implementation Two or more indicators present = 1 Zero or one indicator present = 0
  • 21. THINKING beyond the canopy Already initiated policy change (CHA) Already initiated policy change (CHA) Presence Absence Indicators of presence Evaluation The government has already formulated and is implementing policy strategies on climate change (e.g. NAMA) and deforestation, or a low-carbon development strategies or/and PES schemes are already established independently from REDD+ policies The government has not yet formulated advanced policy strategies on climate change (e.g. NAMA) and deforestation or a low-carbon development strategy, or existing policies are highly insufficient or not at all implemented. No PES schemes have been established. * Evidence of implementation of policy strategies in related fields (e.g. one or more of the following: NAMA, PES, deforestation, low- carbon development) Present = 1 Absent = 0
  • 22. THINKING beyond the canopy National ownership (OWN) Presence Absence Indicators of presence Evaluation Pro-REDD+ media statements by government (national and subnational). National research and NGO actors dominate policy discourse (media analysis). Engagement of national political institutions in REDD+ policy formulation. Donor agendas do not dominate process. Budget allocation to REDD+. Anti-REDD+ media statements by national state actors and/or pro-REDD+ statements by international actors dominate policy discourse. Policy formulation is mainly by foreign actors. Financial incentives from donors are main reason for REDD+ implementation. No budget allocation to REDD+. *Regular pro-REDD+ statements by government appear in the media. *REDD+ policy formulation is led by national political institutions. *Foreign donors/actors have only a minor/advisory role and agenda in REDD+ policy formulation. All 3 indicators present = 1 Fewer than 3 indicators present = 0
  • 23. THINKING beyond the canopy Transformational coalitions (COAL) Presence Absence Indicators of presence Evaluation Existence of coalitions of drivers of change with room to manoeuvre in the political structures and impact on the discourse. Policy actors and coalitions calling for transformational change are more prominent in the media than those supporting the status quo. No observable coalitions of drivers of change, or any present are too marginal to influence policy- making and are not visible in the political discourse on REDD+. Media and policy circles are dominated by coalitions supporting the status quo and business as usual. *Notions or existence of coalition building among actors supporting REDD+ policies (e.g. umbrella organization, regular meetings, joint statements, personal relations) *There are drivers of change (policy actors that lead discourse in pro-REDD+ direction) both inside and outside government institutions. *Policy actor coalitions calling for substantial political change in forest policies are more prominent in media than those supporting the status quo. *Pro-REDD+ policy actors have good access to political decision-makers (e.g. invited to expert hearings, members in advisory councils). Two or more indicators present, including the first indicator = 1 Zero or one indicator present or first indicator absent = 0