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Julia P G Jones, School of Environment, Natural Resources and Geography, Bangor University@juliapgjones, [email protected]
How does conservation impact local people’s well-being (and how can we know)?
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“Poverty is not the lack of money it is the lack of opportunity to realize ones full potential as a human being”Amartya Sen
Well-being is the absence of poverty
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If conservation is so important to human wellbeing-how come there isn’t more of correlation between ecosystem condition and poverty?
The environmentalist paradox………
▪ BUT things are getting better (for most people) by most measures
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www.gapminder.org
google images
Life
expe
ctan
cy
(yea
rs)
Income per capita Income per capitaLife
expe
ctan
cy
(yea
rs)
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The rural poor (especially the poorest) have high dependence on ecosystem services.
Conservation efforts can have negative local welfare impacts.
Does this mean that those of us who care about poverty reduction needn’t be interested in conservation?
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Conservation efforts can have negative local welfare impacts
Timothy Njagi
Anna Kika
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How does conservation impact local people’s well-
being?
(and how can we know?)
“Those who cannot learn from history are doomed to repeat it”
Georges Santayana 1906
A simple comparison of outcomes in units before and after exposure to an intervention is invalid without a control
before after
Stat
us in
out
com
e of
inte
rest
Why is impact evaluation hard?
A simple comparison of outcomes in units before and after exposure to an intervention is invalid without a control
before after
Stat
us in
out
com
e of
inte
rest
Why is impact evaluation hard?
A simple comparison of units exposed and not exposed to an intervention is also invalid
Not exposed exposed
Stat
us in
out
com
e of
inte
rest
Why is impact evaluation hard?
A simple comparison of units exposed and not exposed to an intervention is also invalid
Not exposed exposed
Stat
us in
out
com
e of
inte
rest
Why is impact evaluation hard?
3 specific questions
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1) What is the impact of Payment for Ecosystem Services on water quality (experimental approach)?2) What is the impact of community forest management on economic well-being? (quasi-experimental)3) What is the impact of community forest management on subjective well-being? (participatory impact evaluation)
1) What is the impact of Payment for Ecosystem Services on water quality?
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Edwin Pynegar
Experimental
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Has the scheme improved water quality?
Intervention
Control
Random allocation of population to treatment and control
Experimental approach: units are randomly allocated to treatment of control (so only difference is the treatment)
Therefore simple comparison of treatment and control needed
Intervention
Control
Random allocation of population to treatment and control
Experimental approach: units are randomly allocated to treatment of control (so only difference is the treatment)
Therefore simple comparison of treatment and control needed
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120 communities allocated to control or intervention
Water quality measured before the intervention (2010) and after (2015)
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2010 2015
Treatment Control ControlTreatment
mea
n co
lifor
m n
umbe
r (in
5m
l)
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mea
n co
lifor
m n
umbe
r (in
5m
l) 2010 2015
Treatment Control ControlTreatment
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Edwin Pynegar
▪ The experiment revealed no measurable affect of the scheme on water quality.▪ The baseline data was needed
to reveal this.▪ Of course large scale
randomised experiments like this are seldom possible in the field……
What is the impact of Payment for Ecosystem Services on water quality?
Experimental
Source: Pynegar submitted
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Ranaivo Rasolofoson
2) What has been the net impact of Community Forest Management on economic well-being in Madagascar?
By 2014 CFM covered nearly 15% of Madagascar’s forests.
Quasi-experimental
CFM has twin aims: conservation & improving local wellbeing
Intervention
Control
Pre-matching comparisonPost-matching comparison
Matching
Quasi-experimental approach: units in intervention group are “matched” with control units which are as similar as possible
Source: Rasolofoson et al (2016)
Matching should be done on conditions at baseline
Intervention: those households within a commune that has 10% or more of its area covered by CFM (+ sensitivity test using a threshold of 25%)
Control: those households within a commune that has less than 1% of its area covered by CFM
Outcome measure: Household consumption
Dataset: National Statistics agency surveys
Source: Rasolofoson et al (2016)
Household characteristics
Site characteristics
Age of HH head
Roadless volume
Gender of HH head
Population density
Literacy of HH head
Presence of children <5 years
Suitability for irrigated rice
Elevation
Matched on a range of HH and site (commune) characteristics
2005
We dealt with the missing baseline using ‘falsification test’
Baseline (3096 HH) Endline (4117 HHs)
All CFM established by 2007
▪ Compared HH in 2005 dataset which would later become CFM HH with those who wouldn’t.▪ Matched ‘soon to be’ CFM HHs with ‘never to be’ CFM HH using same matching procedure.▪ If matching is sufficient, consumption in post matched groups should be similar.
2010 2012
No measurable overall affect of CFM on living standards. BUT impact varies with education
29Source: Rasolofoson et al (in press) Education of HH head (years)Eff
ect o
n an
nual
con
sum
ptio
n ($
)
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What is the net impact of Community Forest Management on economic well-being in Madagascar?
No measureable net impact BUT there are winners and losers
This type of evaluation gives a result attractive to policy makers BUT can only look at very narrow range of outcomes.
3) What is the impact of Community Forest Management on subjective well-being?
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Ranaivo Rasolofoson
Participatory impact evaluation
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What are the 3 most important priorities in your life?
What is the relative importance of each priority?
Please rate your performance in each priority (very bad, bad, good, very good)
Participatory impact evaluationDoes working for ICRAF contribute positively, negatively or have no influence?
Subjective wellbeing
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What are the 5 most important priorities in your life?
access to land
health
Education for our children
Rice
Family
Source: Rasolofoson et al (submitted)
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Participatory Impact valuation
Does CFM contribute to your performance in each domain?
Negative Impacts Positive Impacts
Source: Rasolofoson et al (submitted)
Just look at grey bars
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CFM
‘Land’ seen as negatively influenced: “Population has grown rapidly and we are not allowed to enlarge our agricultural lands. Thus, available lands are not enough to provide for the people”
Source: Rasolofoson et al (submitted)
‘Agriculture’ seen as positively impacted (increased sense of security of tenure)
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What is the impact of Community Forest Management on subjective well-being?
Subjective measure of well-being means we can’t evaluate if there is a net positive or negative impact BUT…..
Strength lies in wealth of information on what local people perceive as important and how they attribute cause.
Overall conclusions……Conservation does have local welfare impacts and as conservationists we need to understand these.Different evaluation approaches have pros and cons….Experiments are seldom possible. Quasi-experimental often seen as robust and more valid than participatory approaches BUT really depends on the situation.
References..▪ Pynegar, E., Aquith, N., Gibbons, J., Jones, J.P.G.
Evaluating the Impact of Payments for Environmental Services using a Randomised Control Trial. Submitted.▪ Rasolofoson, R.A., P.J. Ferraro, G. Ruta, M.S Rasamoelina,
P.L Randriankolona, H.O. Larsen and J.P.G Jones (in press). Impacts of Community Forest Management on human economic well-being across Madagascar. Conservation Letters.▪ Rasolofoson, R.A., M.R. Nielsen and J.P.G Jones. The
potential of the Global Person Generated Index (GPGI) for evaluating the perceived impact of conservation interventions on subjective well-being. Revision submitted.
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Photos by Julia Jones, Lyn Jones, Neal Hockley, Mahesh Poudyal, Patrick Botazzii, Edwin Pynegar
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CFM
“The forest management association built the school and we were responsible for paying the teacher’ salary. But we are so poor that we could not keep paying … and he left the village”
Source: Rasolofoson et al (submitted)