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"Comprehensive Monitoring and Evaluation (M&E) Report for the Comprehensive Africa Agriculture Development Programme (CAADP)," presented by Babatunde Omilola at the 6th CAADP Partnership Platform. Birchwood Hotel, Johannesburg, South Africa. April 21-23, 2010.
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Comprehensive Monitoring and Evaluation (M&E) Report for the Comprehensive Africa
Agriculture Development Programme (CAADP)
Babatunde Omilola6th CAADP Partnership Platform
April 21-23, 2010Birchwood Hotel, Johannesburg, South Africa
Purpose of the report
• Primary output of the CAADP M&E Framework (which was validated in March 2010)
• Published annually for main audience (AUC and NPCA) by July
• Main components available for CAADP PPs
• Report will evaluate trends in agricultural development, performance and spending in Africa
• Will also track key poverty and hunger indicators (MDG1)
• Therefore tracks country/ regional/ continental progress toward CAADP goals and objectives
Outline of each M&E report
• Introduction• Enabling environment• CAADP implementation process• Tracking commitments and spending• Agricultural growth performance• Agricultural trade performance• Poverty, hunger and food and nutrition security• Investment-growth-poverty linkages• Conclusions
2010 Comprehensive M&E Report for CAADP
• Compilation of primary and secondary data– Primary from ReSAKSS nodes; Secondary from non-
ReSAKSS sources such as WDI, FAO, UN…
• Compilation of analysis across three regional ReSAKSS nodes– Focuses more on continental trends, but also
disaggregates information by region and in some cases, countries
• Synthesis of relevant literature– Includes current and relevant analysis undertaken by
organizations such as OECD, World Bank and IFPRI
Introduction: Enabling environment
• Agriculture is crucial for development in Africa– Mostly rural, at least 70% of workforce engaged in the
sector
• Yet over last 20 years, support to the sector has declined– Partly the outcome of SAPs, declining share in aid and
government budgets, etc.
• Recent developments have recognized agriculture’s role in development– WDR 2008– Donor pledges made at G8 summit in L’Aquila– Maputo Declaration CAADP
CAADP Implementation Process
• Formulated in 2003 under auspices of AUC and NEPAD
• Since initiation, dozens of countries have begun the implementation process and 18 have held Roundtables (RT) and signed country compacts
• 2 countries – Rwanda and Togo – have held post-compact investment and review meetings
• Primary focus is now shifting from the RTs and compacts to the post-compact implementation process
CAADP Implementation Process: Status (updated April 20, 2010)
1. Government appoints Focal Point(s)
2. REC and Government launch
process
3. Country Steering and Technical
Committee
4. Cabinet Memo and Endorsement
5. Stocktaking, Growth, Invest.
Analysis
6. Drafting of Country CAADP Compact
7. Roundtable Signing of Compact
8. Elaboration of detailed investment
plans
9. Post compact review meeting and
validation of investment plans
10. Agreement on financing plan,
financing instruments, and annual review
mechanism
11. Operational design and other technical
studies and assessment for
program execution
12. Execution of new investment programs
13. First annual review meeting
14. Second annual review meeting
Cameroon, DRC, Egypt,
Libya, Tanzania
Zimbabwe, Mauritius
Burkina Faso, Guinea-Bissau, Guinea, Kenya, Zambia
Benin, Burundi, Cape Verde, Gambia, Malawi, Mali, Niger,
Nigeria, Senegal, Sierra Leone, Swaziland, Uganda
Rwanda, Togo
Ethiopia, Ghana, Liberia,
Comoros, Cote d’Ivoire, Djibouti,
Madagascar, Seychelles, Sudan
Public agricultural spending and commitments: Agriculture spending as a share of total spending
• CAADP Target = 10% of total expenditures allocated to agriculture sector
• Africa as a whole has not met 10% target– Since 1980, the annual
average has been between 4 and 6%
• 8 countries have met the target
• 9 are spending between 5 and 10%
• While 28 are spending less than 5
At least 10 percent 5 percent to less than 10
percent
Less than 5 percent
Burkina Faso Chad2 Angola2
Ethiopia1 Gambia2 Benin
Ghana3 Mauritania3 Botswana2
Guinea Namibia2 Burundi2
Malawi2 Sao Tome and Principe2 Cameroon3
Mali Sudan2 Central African Republic2
Niger Togo Comoros4
Senegal2 Tunisia3 Congo, Dem. Republic2
Zimbabwe2 Congo, Republic3
Cote d'Ivoire2
Djibouti2
Egypt3
Guinea Bissau2
Kenya1
Lesotho2
Liberia1
Madagascar2
Mauritius
Morocco3
Mozambique2
Nigeria
Rwanda3
Seychelles
Sierra Leone3
Swaziland2
Tanzania
Uganda
Zambia2
Sources: Based on ReSAKSS data collected from various national government sources and IMF 2009.Notes: 1. Estimate for 2009; 2. 2007; 3. 2006; 4. 2005; 5. 2004
Public agricultural spending and commitments: Agriculture spending as a share of agriculture GDP
At least 10 percent
5 percent to less
than 10 percent Less than 5 percent
Botswana1 Burkina Faso Benin2
ZambiaEgypt
Cameroon
Zimbabwe Ethiopia Cote d’Ivoire1
Mali Ghana
Niger Kenya
Malawi
Nigeria1
Rwanda
Togo1
Uganda
• An alternative measure that weighs the size of the sector in the overall economy when comparing across countries
• Compared to Asia, Africa agricultural spending under this measure is low– Asia spends 8-10% on
average compared to 5-7% in Africa
• Only 3 countries exceed the 10% mark
Sources: Based on ReSAKSS data collected from various national government sources and IMF 2009. Notes: 1. 2007; 2. 2008.
…But the share of countries meeting the 10% target recently been increasing
• In 2003, only 5.9% of African countries were spending at least 10% of their total budget allocations on agriculture
• This figure increased to 15.2% in 2007 and to 35.7% in 2008
0
10
20
30
40
50
60
70
2002 2003 2004 2005 2006 2007 2008Shar
e o
f re
po
rtin
g co
un
trie
s (%
)
More than 10% 5%-10% Less than 5%
Sources: Based on ReSAKSS data collected from various national government sources and IMF 2009.
Disaggregation of agriculture expenditures: West Africa (WA)
• What is the source of most agricultural funding? – In WA, the Sahelian
countries (which largely spend on investments rather than recurrent), funding primarily comes from ODA/external sources
– Whereas the coastal countries’ agricultural spending mostly comes from internal sources
0
10
20
30
40
50
60
70
80
90
100
Shar
e o
f ag
ircu
ltu
ral e
xpe
nd
itu
res
(%)
From internal sources From external sources
Breakdown of agricultural expenditure by source of funding in selected West African countries (average 2003-2007)
Source : ReSAKSS 2010 data collection from various national government sources.
Disaggregation of agriculture expenditures: West Africa (WA)
• How are the agricultural expenditures spent?– Subsectors: most countries
in WA spend on the crop production subsector rather than livestock or fisheries and forestry
– Function: varies by country (see chart)• Only in Burkina Faso and
Mali is irrigation heavily favored
• R&D spending is limited in all countries
0
10
20
30
40
50
60
70
80
90
100
Ghana Benin Togo Burkina Faso
Mali
Shar
e o
f to
tal a
gric
ult
ure
exp
en
dit
ure
(%
)
Research and Development
Other
Non Disaggregated
Irrigation
Inputs and Equipment
Extension
Admistration
Source: ReSAKSS data collection from various national government sources.
Resource efficiency
• Resource efficiency can be measured by the investment gap ratio = ratio of actual spending to budgeted spending
• Best practice is a maximum of 3% discrepancy between budgeted and actual (=97% investment gap ratio)
• From 2000 to 2004/5, Nigeria and Malawi (figure) had poor budget execution, within a range of 48 to 85%. – This means that up to 52% of
budgeted resources for agriculture were not being spent.
– In contrast, in recent years, both countries have overspent the budgeted amount.
0
20
40
60
80
100
120
140
2000 2001 2002 2003 2004 2005 2006 2007
Rat
io o
f ac
tual
to
bu
dge
ted
agr
icu
ltu
re e
xpe
nd
itu
res
(%)
Nigeria Malawi PEFA target
Sources: Mogues et al. 2008; Njiwa et al. 2008; Govereh et al. 2009. Note: The PEFA target is considered the threshold below which the investment gap ratio indicates underutilization of funds. It is set at 97 percent.
Donor spending on African agriculture• In Africa as a whole, donor
spending for agriculture as a share of total donor spending saw a consistent decline, from an average of 15% between 1980 and 1995 to 12% between 2000 and 2002.
• In 2006, the ratio had declined to about 4%.
• Total ODA for agriculture in Sub-Saharan Africa has hovered at US$1 billion a year since the 1990s.
• In comparison, the share of ODA spent on aid for emergencies has doubled and, in actual dollars, has more than quadrupled during the same period.
• Although investment in agriculture has increased in recent years, a large and increasing share is still devoted to short-term food aid interventions
2,103
1,906
1,688
2,034 1,9991,837
2,286
2,592
618692
894
625549
750668 688
378 242
764
1,704
1,433
2,040
1,5961,439
0
500
1,000
1,500
2,000
2,500
3,000
2000 2001 2002 2003 2004 2005 2006 2007
Co
nst
ant
20
07
US$
(m
illio
ns)
Emergency food aid
Development food aid/food security
Agriculture and rural development
Chart Source: Organization for Economic Cooperation and Development (OECD) 2009.
0
2
4
6
8
10
12
0
10,000
20,000
30,000
40,000
50,000
60,000
Shar
e o
f O
DA
to
agr
icu
ltu
re (
%)
Co
nst
ant
20
07
US$
(m
illio
ns)
ODA commitments to agriculture
Share of ODA allocated to agriculture (%)
Total ODA commitments
Agricultural performance• Although agricultural performance varies within and across African countries, recent trends
indicate an increase in agricultural GDP growth at the continental and regional levels
• SSA’s agriculture GDP growth rate increased from an annual average of 3.0% in the 1990s and 2000s to 5.3% in 2008
• A similar trend can be observed at the regional level– All regions saw an increase in average agricultural growth rates from approximately 3.0% in the 1990s to 2008,
although Southern Africa has seen the most dramatic increase with a current agriculture GDP growth rate of 7.1%
– West Africa and East and Central Africa’s recent agriculture growth is also positive at 4.3 and 4.8%, respectively.
-4
-2
0
2
4
6
8
10
19
90
19
91
19
92
19
93
19
94
19
95
19
96
19
97
19
98
19
99
20
00
20
01
20
02
20
03
20
04
20
05
20
06
20
07
20
08
20
09
Ave
rage
an
nu
al g
row
th r
ates
(%
)
GDP Agriculture GDP CAADP target for agriculture GDP
Source: World Bank 2009. Note: 2009 GDP estimates are from International Monetary Fund (IMF) 2009.
Agriculture GDP growth and CAADP
• The CAADP agriculture GDP growth rate target is 6%• In 2008, ten countries met the CAADP’s 6% target:
– Angola, Ethiopia, Mali, Mozambique, Namibia, Niger, Rwanda, Senegal, Tanzania, and Uganda.
• Nineteen other countries attained moderate agricultural GDP growth rates of between 3 and 6 percent.
• In the same year, eight countries experienced negative growth in their agriculture sectors.
-20
-15
-10
-5
0
5
10
15
20
25
30
Agr
icu
ltu
re G
DP
an
nu
al g
row
th r
ate
(%
)
2008 CAADP Target
Source: ReSAKSS calculations based on World Bank 2009.
Agricultural trade performance
• Sub-Saharan Africa has been a net food importer since the 1980s.
• In 2007, the value of the region’s trade deficit started to increase as a result of higher food prices.
0
5
10
15
20
25
30
35
19
80
19
82
19
84
19
86
19
88
19
90
19
92
19
94
19
96
19
98
20
00
20
02
20
04
20
06
US$
bill
ion
Imports Exports
Source: FAOSTAT 2010.
Agricultural trade performance by regions: A snapshot of COMESA and ECOWAS
• Both the imports and exports of agricultural raw materials have increased over time in nominal value for the COMESA region
• But, the region has been exporting and importing relatively less agricultural products compared to non-agricultural products
• Exports of cash crops (tobacco, tea, coffee, vegetables) have increased in value since 2000
• Imports of wheat, maize and palm oil also increased since 2000
• The coverage rate (ag imports to ag exports) varies for the region from year to year
YearAgricultural
exports (US$)
Agricultural
imports (US$)
Net exports
(US$)
Share of ag.
Exports in
total exports
(%)
Share of ag.
Imports in
total
imports (%)
2000 945,426,069 1,007,971,576 -62,545,507 6.77 3.37
2001 892,311,614 912,441,887 -20,130,273 6.88 3.18
2002 1,085,743,413 897,860,082 187,883,331 3.13 1.97
2003 1,424,042,407 951,961,782 472,080,625 3.08 2.17
2004 1,745,443,839 1,067,728,616 677,715,222 3.06 2.15
2005 1,521,101,002 1,401,474,548 119,626,453 2.02 2.06
2006 1,528,029,010 1,675,221,277 -147,192,267 1.54 2.16
2007 2,056,217,333 1,933,331,954 122,885,379 1.96 2.01
2008 2,451,807,257 2,804,033,755 -352,226,499 1.58 1.85
COMESA Region
Source: COMESA 2010.
ECOWAS Region
• Agricultural exports account for a large share of total exports in WA countries with low or no mineral resources (e.g., ~80-90% in Benin, Burkina Faso, Gambia…)
• Only 1/3 of countries are able to cover their agriculture imports by their agriculture exports
• This ratio has been declining due to higher prices of food imports
0
50
100
150
200
250
300
350
400
Cô
te d
'Ivo
ire
Gh
ana
Bu
rkin
a Fa
so
Mal
i
Togo
Ben
in
Sen
egal
Nig
er
Gu
inea
Nig
eria
Gam
bia
Cap
e V
erd
e
Eco
wasRat
io o
f ag
ricu
ltu
ral i
mp
ort
s to
ag
ricu
ltu
ral e
xpo
rts
(%)
2003-2007 2008 Target
Source: ReSAKSS data collected from various national government sources.
Poverty, Hunger and Food and Nutrition Security: MDG1
• The continent as a whole is not on track to achieving the first MDG of halving hunger and poverty by 2015
• ReSAKSS estimates use a simple “business as usual” linear projections based on previous growth rates to estimate current hunger and poverty rates
• These are compared to yearly benchmark rates that are required to meet MDG1 (halving the 1990 rates by 2015) to determine if a region/country is “on track” or not
• According to these estimations, current child underweight prevalence stands at 29.3% for SSA and current poverty is at 38.6%, both of which are higher than their benchmark rates
Which countries are “on track”?
Burkina Faso Cameroon
C. African Rep. Egypt
Ethiopia Guinea Kenya
Lesotho Mali
SenegalSwaziland Tanzania
Countries on track towards halving poverty by 2015
Countries on track towards halving hunger by 2015
Countries on track towards achieving
MDG1
Algeria AngolaBenin
BotswanaBurundiGambia
Guinea BissauMauritania
NamibiaSao Tome &
Principe
Ghana
•There are 2 components to MDG1: hunger and poverty•Great progress has been made in many countries that are meeting one or the other, but only one – Ghana – is currently meeting both
Poverty, Hunger and Food and Nutrition Security: The Global Hunger Index (GHI)
• The index is an average of
– The percentage of the population that is undernourished
– The percentage of children that are underweight
– The under-5 mortality rate
• Captures intra-household food security
• Countries with GHIs higher than 20 are considered to have “alarming” rates of hunger
Poverty, Hunger and Food and Nutrition Security: The Global Hunger Index (GHI)
• The majority of countries in Africa have seen a decline in their GHIs from 1990 to 2009 (improvement in hunger)– In the COMESA region, 2/3 of countries saw a decline– In SADC, nearly every country except for DRC and Zimbabwe saw a decline or
leveling off of GHIs– In ECOWAS, 10 out of 14 countries saw a decline
• Despite these reductions, all regions have multiple countries which remain above the alarming level
05
101520253035404550
Tun
isia
Alg
eria
Egyp
tM
oro
cco
Mau
riti
us
Gab
on
Sou
th A
fric
aSw
azila
nd
Gh
ana
Leso
tho
Bo
tsw
ana
Nam
ibia
Co
te d
'Ivo
ire
Uga
nd
aM
auri
tan
iaC
on
go, R
ep.
Ben
inSe
neg
alC
amer
oo
nG
uin
eaN
iger
iaM
alaw
iG
amb
iaM
ali
Sud
anK
en
yaB
urk
ina
Faso
Zim
bab
we
Tan
zan
iaD
jibo
uti
Gu
inea
Bis
sau
Togo
Lib
eria
Mo
zam
biq
ue
An
gola
Rw
and
aZa
mb
iaC
om
oro
sC
entr
al A
f. R
ep.
Mad
agas
car
Nig
er
Eth
iop
iaC
had
Sier
ra L
eon
eEr
itre
aB
uru
nd
iC
on
go, D
em. R
ep.
Glo
bal
Hu
nge
r In
de
x
1990 2009 Alarming
Source: IFPRI 2010.
Investment-Growth-Poverty Linkages
• Does growth, spurred by investment, lead to poverty reduction?
– This is the theory behind much of the CAADP agenda (that higher agriculture expenditures will lead to agriculture growth and poverty reduction)
– In practice, higher overall economic growth has not always translated into poverty/hunger reduction
Investment-Growth-Poverty Linkages
Countries meeting 10% spending target
Countries meeting 6% agriculture growth target
Countries meeting poverty MDG1 target
Countries meeting hunger MDG1 target
Burkina Faso Angola Burkina Faso Algeria
Ethiopia Ethiopia Cameroon Angola
Ghana Mali C. African Rep. Benin
Guinea Mozambique Egypt Botswana
Malawi Namibia Ethiopia Burundi
Mali Niger Ghana Gambia
Niger Rwanda Guinea Guinea Bissau
Senegal Senegal Kenya Mauritania
Tanzania Lesotho Namibia
Uganda Mali Sao Tome and Principe
Senegal
Swaziland
Tanzania
• Of the 13 countries on track for the poverty MDG1 target, 6 are also meeting the 10% spending target, and 4 are meeting the 6% agricultural GDP growth target
•3 of which are meeting both CAADP targets – Ethiopia, Mali and Senegal
•Of the 10 countries on track for the hunger MDG1 target, 2 are meeting the 6% agriculture GDP growth target
Investment-Growth-Poverty Linkages
• Badiane and Ulimwengu propose 2 measures for tracking this: poverty overhang and growth deficit– They compare the rate of poverty reduction to that of
growth– When a country’s growth rate is less than that
required for maintaining the pace of poverty reduction the country is said to be experiencing a growth deficit.
– Where the rate of poverty reduction is slower than that of GDP growth the country is said to be experiencing a poverty overhang.
Investment-Growth-Poverty Linkages in West Africa
Growth Deficit Poverty Overhang
Growth (%) required for achieving MDG1 or 6% Agriculture Growth
Most Propoor sub-sectorsGDP
GrowthAgric GDP
GrowthAgric Funding
Growth
Benin Less than 2.5 5.1 13.1 7.9 Food crops
Burkina Faso Greater than 20 – 303.2 7.1 9.1 Livestock
Cape Verde 2.5 – 5 5.4 2.6 11.2 Food crops
Cote d'Ivoire Less than 2.5
Gambia Less than 2.5 20.3 14.4 27 Cereals
Ghana Less than 2.55 4.2 19.1 Staple, fishery and
forestry
Guinea Less than 2.5
Guinea Bissau Less than 2.5
Liberia Greater than 30 – 40
40.5 26 27 Food crops (rice, cassavaand others)
Mali Greater than 10 – 207.2 12.5 8.2 Food crops and livestock
Niger Greater than 50 4 11.5 11.1 livestock
Nigeria Greater than 40 – 5011 12 24 Cereals
Senegal Greater than 10 – 205.7 6.8 7.6 Food crops
Sierra Leone Greater than 30 – 407.2 5.5 10 Cassava, rice
Togo Greater than 20 – 304.3 9.6 35.4 Food crops
Sources: Badiane and Ulimwengu, forthcoming and IFPRI CAADP analyses (see ReSAKSS WP series).
This column indicates the increase, in percentage points, which has to occur in GDP growth if the country’s pace of
poverty reduction in the 1990-2005 period is to be maintained
This column indicates the extent, in percentage, by which the poverty rate should have been lowered given the country’s growth rate in the 1990-
2005 period
Investment-Growth-Poverty Linkages in West Africa
• Among the West African countries experiencing a poverty overhang, the worst case is found in Niger where the poverty rate should have been lower than half of its current rate given the country’s growth rate between 1990 and 2005.
• The countries with the lowest overhang are Senegal and Mali where it has a value of greater than 10 to 20.
• The success of CAADP implementation is particularly critical for countries experiencing poverty overhang in the sense that it can bring about the necessary increase in agriculture funding and agriculture GDP needed to appreciably improve the pace of poverty reduction.
• Analysis carried out by IFPRI, ReSAKSS WA and their collaborators indicates that agriculture growth rates ranging from 2.6% (in Cape Verde) to 26% (in Liberia) would be needed to achieve MDG1 by 2015 in 12 countries.
Conclusions
• Increased attention to agriculture’s role is evident in donor and government pledges
• Yet this has been slow to translate into increased spending (8 countries meeting 10% target)
• Agricultural policies and programs must now take into consideration the complex combinations of factors such as more volatile food markets and prices, market distortions, and climate change
• The next phase of CAADP (post-compact) will emphasize these factors as investment plans are laid out in more detail
More information…
• Is available in the detailed draft of the Comprehensive M&E Report for CAADP
• A shorter, summarized version is available in the ReSAKSS 2009 Annual Trends and Outlook Report
– online at http://www.resakss.org/index.php?pdf=42774
• All published CAADP analyses, briefs, brochures and signed compacts are available at www.resakss.org
Thank you!