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Trends of key agriculture and rural
     development indicators
      Presentation at the COMESA Secretariat
                 6th February, 2013

        Stella Massawe, Joseph Karugia & Paul Guthiga
                        ReSAKSS-ECA,
About trends and outlook report
• Annual Trends and Outlook Report (ATORs) for agriculture and
  rural development indicators is a flagship report prepared by
  ReSAKSS for CAADP M&E – Mandate from AUC/NPCA

• For what purpose?
   • Document & monitor progress towards achievement of the
     CAADP targets and other development goals
   • Facilitate peer learning, review and mutual accountability

• ReSAKSS monitors many indicators (see working paper # 6)
Idea behind M&E framework
Indicators covered by the CAADP M&E
                 framework
  Level                           Description

Impact    Income, poverty, food and nutrition security, Hunger

Outcome Agriculture sector performance (production,
        productivity, trade, Ag GDP growth….)

Output    Research, Extension, irrigation, farm support, feeder
          roads, post-harvest technologies

Input     More /efficient resource allocation, policies, institutions,
          strategies, commitments, harmonised regional strategies
          and policies and other processes)
ReSAKSS Trends and Outlook Reports (ATORs)




http://www.resakss.org/
Labour productivity in COMESA
• Average for 2005–2010 was: USD 509 per worker per annum

• Only a half of the world average of USD 1062 for the same period.


• At country level, lowest in Burundi (with USD 72 per worker per
  annum) and highest in Mauritius (with USD 5072 per worker per
  annum).

• Regional average influenced by: Mauritius, Egypt, Swaziland,
  Seychelles and Sudan.

• Burundi, Ethiopia, Rwanda, Eritrea, Madagascar, DRC, Malawi less
  than USD 300 per worker per annum
Agricultural labour productivity, USD per
         person per year (1990–2010)
                   Annual   avg 1990–1995                  2005–2010
                                              Annual   avg
                   level (1990– annual    avg              annual    avg
Country/region                                level (2005–
                   1995)        change                     change
                                              2010)
                                (%)                        (%)

COMESA                493.2         -4.1         508.5          0.1
EAC                   235.5         -1.5         233.7          -1.1
ASARECA               260.9         -3.2         267.2          -0.9
IGAD                  219.2         -6.9         224.3           1.2


• Minimal improvements in agricultural labour productivity in
  COMESA
• For a period of two decades (1990-2010) annual avg. growth rate
  of 0.1%
Productivity of crops

     Productivity of cereals and other crops is much lower than
      the global average.
        Increased production has only been achieved by
         increasing crop land.

        Productivity growth has been only modest over the last
         two decades.

        Levels are much lower than the potential

        There is therefore need for concerted efforts to address
         the constraints that underlie the low productivity.


8
Cereal yields




Notes: Cereals include wheat, rice, maize, barley, oats, rye, millet, sorghum, buckwheat and mixed grains. Production data on cereals relate to
crops harvested for dry grain only. Cereal crops harvested for hay or harvested green for food, feed or silage and those used for grazing are
excluded
Maize yields
                    Annual
                                 Annual avg   Annual avg     Annual avg
                       avg
                                   change     level 2005–      change
 Region/ country      level
                                 1990–1995        2010       2005–2010
                   1990–1995
                                     (%)         (t/ha)          (%)
                     (t/ha)
COMESA                 1.8          -0.9          2.0           2.7
EAC                    1.6           3.9          1.4            0.8
ASARECA                1.3           2.2          1.5            0.8
IGAD**                 1.6          -0.6          1.8           -0.2

• Annual average maize productivity (1990–2010) for COMESA
  has been 1.9 t/ha

• Very low compared to the potential: (e.g. World=5t/ha)

• Influenced by Mauritius ( 8.5 t/ha) and (Egypt 7.8 t/ha)
Rice yields
                    Annual avg    Annual avg    Annual avg    Annual avg
                    level 1990–     change      level 2005–     change
 Country/ region
                        1995      1990–1995         2010      2005–2010
                       (t/ha)         (%)          (t/ha)         (%)
COMESA                   3.0          3.0            4.2          -0.5
EAC                      1.7          -1.5           1.9          -2.6
ASARECA                  1.7          -0.6           2.3           3.2
IGAD                     2.3          1.1            2.0          -1.3


 • COMESA has registered a 39% increase in rice yields since the early
   1990s
 • Countries driving the productivity increase recorded in COMESA
   are: Sudan, Ethiopia, Rwanda, Madagascar, Zambia, and Egypt.

 • Many countries are making progress in increasing rice production to
   respond to the growing demand
Wheat yields
                          Annual avg       Annual avg      Annual avg        Annual avg
             Country     Level 1990–          change       level 2005–          change
             /region            1995       1990–1995             2010)       2005–2010
                               (t/ha)             (%)            (t/ha)             (%)

 COMESA                            3.3             -5.4             3.5             -1.2
 EAC                               1.7              1.8             1.9             -0.4
 ASARECA                           1.6             -4.3             1.9              1.6
 IGAD                              1.6             -4.3             1.9              1.6
• Wheat productivity has only increased marginally compared to early 1990s

• A declining trend has been observed in the recent past, the annual wheat productivity
  growth rate in COMESA averaged -1.2 % (2005-2010)

• Zambia, Egypt, Zimbabwe, Madagascar and Kenya are leading in terms of yields

• Yields are less than 2t/ha in Burundi, Rwanda, DRC, Ethiopia, Malawi, Swaziland and
  Uganda
Production is increasing faster than
                productivity
Annual average change (%) in production and yields (1990–2010)

             Production                          Yield
          Beans Maize     Rice   Wheat Beans Maize       Rice Wheat
COMESA      3.8   2.4      2.9     3.2   -0.7  0.7        2.2   0.3
EAC         3.8   2.3      4.7     1.0   -0.7 -0.5        0.6   1.2

ASARECA     3.8    2.9    -4.0    16.8   -0.4   0.6      2.0    1.1
Productivity in the livestock sector is low


 • Average beef and milk productivity is low compared
   to the potential

 • Rapid increase in production but, mostly driven by
   growth in cattle population rather than by
   productivity gains.
Beef production is on the rise in COMESA




•   COMESA’s annual average beef production for the period 2005–2010 was
    higher than that of 1990–1995 by 139%

•   Largest producers of beef are: Kenya, Ethiopia, Sudan, Egypt, Tanzania,
    Uganda and Zimbabwe.
Annual average growth rate in beef
                 production




• Positive trends are recorded in beef production

• Annual average growth rate (1990–2010) in beef production in COMESA, was, 6%.
  The peak was in 2000-2005 with a growth of 9.4 then slowed down in 2005-2010.
16
Beef Productivity (carcass weight in
                kg/animal)
• Annual average beef productivity for 2005–2010 was 153
  kg/animal in COMESA

• Lower than the global average of 206 kg/animal (FAOSTAT
  2011), showing that there is still room for enhancement of
  cattle productivity.

• The good news is that beef yields have been increasing, albeit at
  a slow pace

• The annual average increase in cattle meat productivity (annual
  average change 1990–2010) has been 0.9% in COMESA

• A comparison of average carcass weight for 1990–1995 with
  that of 2005–2010 shows that beef productivity in COMESA has
  increased by 15%
Milk yields in COMESA (1990-2010)




COMESA levels are influenced by Egypt, Libya, Mauritius, Rwanda, Seychelles, DRC,
Comoros and Kenya

The long-term average (1990–2010) shows that milk productivity in COMESA is
declining at the annual average rate of -0.1%,
Wide yield gaps
                       Sub-regions                             Countries
           Lowest           Highest            Lowest               Highest
Maize      EAC: 1.4         COMESA: 2          Eritrea: 0.7         Mauritius: 8.5
(t/ha)                                         DRC: 0.8             Egypt: 7.8
Beans      COMESA: 0.6      EAC and ASARECA: Burundi: 0.1           Libya: 3.1
(t/ha)                      0.7              Swaziland          and Egypt: 2.8
                                             Djibouti: 0.3
Wheat      EAC,    ASARECA, COMESA: 3.5      Burundi: 0.8           Zambia: 6.6
(t/ha)     IGAD: 1.9                                                Egypt: 6.3
Rice       EAC: 1.9         COMESA: 4.2        DRC: 0.8             Egypt: 9.8
(t/ha)                                         Comoros: 1.1         Rwanda: 5.1
Beef        EAC: 127        COMESA: 153        Eritrea: 98          Mauritius: 238
(kg/animal)                                    Rwanda: 104          Zimbabwe: 225

Milk     in ASARECA: 346    COMESA: 426        Eritrea: 156         Egypt: 1594
kg/animal                                      Ethiopia: 224        Mauritius: 1232
Low input use is one of the causes
Example: Fertilizer intensity in kg/ha


                        2002–2009     2002–2009    2005–2009    2005–2009
                        annual avg    annual avg   annual avg   annual avg
                      level (kg/ha)   change (%)        level      change
  COMESA                       33.5         -0.1         33.1          0.9
  EAC                          10.3          4.4         11.1          1.5
  ASERECA                       6.8          6.5          7.4         10.9
  IGAD                          9.8          5.4         10.4         11.4
There is high variability in crop yields
 •   Year-on-year yield variations are high, dependence on
     rainfed agriculture is the main reason for this.

 •   Weather variability coupled with phenomena like
     pest/disease outbreaks and political instability increase yield
     variability.

 •   Governments must therefore establish and maintain
     effective mechanisms for early warning and disaster
     mitigation and management.

 •   Furthermore, investment in irrigation and crop protection
21   can lower the amplitude of yield variability
Number undernourished in millions
         (1990–2012)
Learning from the past agricultural
      interventions in Africa
       “Many agriculture productivity enhancing
          interventions have taken place in
        COMESA, WHY is productivity still low?”
Framework for reviewing the case studies
                                      SPATIAL
                                     VARIATION
Factors to enhance effectiveness of interventions

•   Problem definition: choice of the commodity? suitability

• Demand: Is there local demand, is the solution demanded at
  national and local level

•   Participation (stakeholders, local communities, Gender)

•   Design aspects (realistic strategy? realistic budget? financing
    mechanism? quality of implementation? effective quality
    control system? Sustainability

•   Targeting aspects: geographical, beneficiaries

•   Complimentary investments &partnerships
Factors to enhance effectivenss of interventions

 •   Capacity building (build local capacity, key for sustainability)


 •   Sustainability (technical, financial, managerial, institutional)


 •   Well organized groups (collective action, economies of scale)


 •   Timing & conditioning factors


 •   Leadership and Dedication (champions, RECS, Govt, donors…..)


 •    Exogenous factors/ enabling environment or otherwise
Concluding Remark

• Good projects: small, short lived, no enough
  scaling up?
• Do we also lean from failures?
AgInvest Africa
                 Coming soon:


WEB PORTAL ON SPATIAL DISTRIBUTION OF AGRICULTURAL
                 INTERVENTIONS
THANK YOU

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Trends of key agriculture and rural development indicators feb 6 2013

  • 1. Trends of key agriculture and rural development indicators Presentation at the COMESA Secretariat 6th February, 2013 Stella Massawe, Joseph Karugia & Paul Guthiga ReSAKSS-ECA,
  • 2. About trends and outlook report • Annual Trends and Outlook Report (ATORs) for agriculture and rural development indicators is a flagship report prepared by ReSAKSS for CAADP M&E – Mandate from AUC/NPCA • For what purpose? • Document & monitor progress towards achievement of the CAADP targets and other development goals • Facilitate peer learning, review and mutual accountability • ReSAKSS monitors many indicators (see working paper # 6)
  • 3. Idea behind M&E framework
  • 4. Indicators covered by the CAADP M&E framework Level Description Impact Income, poverty, food and nutrition security, Hunger Outcome Agriculture sector performance (production, productivity, trade, Ag GDP growth….) Output Research, Extension, irrigation, farm support, feeder roads, post-harvest technologies Input More /efficient resource allocation, policies, institutions, strategies, commitments, harmonised regional strategies and policies and other processes)
  • 5. ReSAKSS Trends and Outlook Reports (ATORs) http://www.resakss.org/
  • 6. Labour productivity in COMESA • Average for 2005–2010 was: USD 509 per worker per annum • Only a half of the world average of USD 1062 for the same period. • At country level, lowest in Burundi (with USD 72 per worker per annum) and highest in Mauritius (with USD 5072 per worker per annum). • Regional average influenced by: Mauritius, Egypt, Swaziland, Seychelles and Sudan. • Burundi, Ethiopia, Rwanda, Eritrea, Madagascar, DRC, Malawi less than USD 300 per worker per annum
  • 7. Agricultural labour productivity, USD per person per year (1990–2010) Annual avg 1990–1995 2005–2010 Annual avg level (1990– annual avg annual avg Country/region level (2005– 1995) change change 2010) (%) (%) COMESA 493.2 -4.1 508.5 0.1 EAC 235.5 -1.5 233.7 -1.1 ASARECA 260.9 -3.2 267.2 -0.9 IGAD 219.2 -6.9 224.3 1.2 • Minimal improvements in agricultural labour productivity in COMESA • For a period of two decades (1990-2010) annual avg. growth rate of 0.1%
  • 8. Productivity of crops  Productivity of cereals and other crops is much lower than the global average.  Increased production has only been achieved by increasing crop land.  Productivity growth has been only modest over the last two decades.  Levels are much lower than the potential  There is therefore need for concerted efforts to address the constraints that underlie the low productivity. 8
  • 9. Cereal yields Notes: Cereals include wheat, rice, maize, barley, oats, rye, millet, sorghum, buckwheat and mixed grains. Production data on cereals relate to crops harvested for dry grain only. Cereal crops harvested for hay or harvested green for food, feed or silage and those used for grazing are excluded
  • 10. Maize yields Annual Annual avg Annual avg Annual avg avg change level 2005– change Region/ country level 1990–1995 2010 2005–2010 1990–1995 (%) (t/ha) (%) (t/ha) COMESA 1.8 -0.9 2.0 2.7 EAC 1.6 3.9 1.4 0.8 ASARECA 1.3 2.2 1.5 0.8 IGAD** 1.6 -0.6 1.8 -0.2 • Annual average maize productivity (1990–2010) for COMESA has been 1.9 t/ha • Very low compared to the potential: (e.g. World=5t/ha) • Influenced by Mauritius ( 8.5 t/ha) and (Egypt 7.8 t/ha)
  • 11. Rice yields Annual avg Annual avg Annual avg Annual avg level 1990– change level 2005– change Country/ region 1995 1990–1995 2010 2005–2010 (t/ha) (%) (t/ha) (%) COMESA 3.0 3.0 4.2 -0.5 EAC 1.7 -1.5 1.9 -2.6 ASARECA 1.7 -0.6 2.3 3.2 IGAD 2.3 1.1 2.0 -1.3 • COMESA has registered a 39% increase in rice yields since the early 1990s • Countries driving the productivity increase recorded in COMESA are: Sudan, Ethiopia, Rwanda, Madagascar, Zambia, and Egypt. • Many countries are making progress in increasing rice production to respond to the growing demand
  • 12. Wheat yields Annual avg Annual avg Annual avg Annual avg Country Level 1990– change level 2005– change /region 1995 1990–1995 2010) 2005–2010 (t/ha) (%) (t/ha) (%) COMESA 3.3 -5.4 3.5 -1.2 EAC 1.7 1.8 1.9 -0.4 ASARECA 1.6 -4.3 1.9 1.6 IGAD 1.6 -4.3 1.9 1.6 • Wheat productivity has only increased marginally compared to early 1990s • A declining trend has been observed in the recent past, the annual wheat productivity growth rate in COMESA averaged -1.2 % (2005-2010) • Zambia, Egypt, Zimbabwe, Madagascar and Kenya are leading in terms of yields • Yields are less than 2t/ha in Burundi, Rwanda, DRC, Ethiopia, Malawi, Swaziland and Uganda
  • 13. Production is increasing faster than productivity Annual average change (%) in production and yields (1990–2010) Production Yield Beans Maize Rice Wheat Beans Maize Rice Wheat COMESA 3.8 2.4 2.9 3.2 -0.7 0.7 2.2 0.3 EAC 3.8 2.3 4.7 1.0 -0.7 -0.5 0.6 1.2 ASARECA 3.8 2.9 -4.0 16.8 -0.4 0.6 2.0 1.1
  • 14. Productivity in the livestock sector is low • Average beef and milk productivity is low compared to the potential • Rapid increase in production but, mostly driven by growth in cattle population rather than by productivity gains.
  • 15. Beef production is on the rise in COMESA • COMESA’s annual average beef production for the period 2005–2010 was higher than that of 1990–1995 by 139% • Largest producers of beef are: Kenya, Ethiopia, Sudan, Egypt, Tanzania, Uganda and Zimbabwe.
  • 16. Annual average growth rate in beef production • Positive trends are recorded in beef production • Annual average growth rate (1990–2010) in beef production in COMESA, was, 6%. The peak was in 2000-2005 with a growth of 9.4 then slowed down in 2005-2010. 16
  • 17. Beef Productivity (carcass weight in kg/animal) • Annual average beef productivity for 2005–2010 was 153 kg/animal in COMESA • Lower than the global average of 206 kg/animal (FAOSTAT 2011), showing that there is still room for enhancement of cattle productivity. • The good news is that beef yields have been increasing, albeit at a slow pace • The annual average increase in cattle meat productivity (annual average change 1990–2010) has been 0.9% in COMESA • A comparison of average carcass weight for 1990–1995 with that of 2005–2010 shows that beef productivity in COMESA has increased by 15%
  • 18. Milk yields in COMESA (1990-2010) COMESA levels are influenced by Egypt, Libya, Mauritius, Rwanda, Seychelles, DRC, Comoros and Kenya The long-term average (1990–2010) shows that milk productivity in COMESA is declining at the annual average rate of -0.1%,
  • 19. Wide yield gaps Sub-regions Countries Lowest Highest Lowest Highest Maize EAC: 1.4 COMESA: 2 Eritrea: 0.7 Mauritius: 8.5 (t/ha) DRC: 0.8 Egypt: 7.8 Beans COMESA: 0.6 EAC and ASARECA: Burundi: 0.1 Libya: 3.1 (t/ha) 0.7 Swaziland and Egypt: 2.8 Djibouti: 0.3 Wheat EAC, ASARECA, COMESA: 3.5 Burundi: 0.8 Zambia: 6.6 (t/ha) IGAD: 1.9 Egypt: 6.3 Rice EAC: 1.9 COMESA: 4.2 DRC: 0.8 Egypt: 9.8 (t/ha) Comoros: 1.1 Rwanda: 5.1 Beef EAC: 127 COMESA: 153 Eritrea: 98 Mauritius: 238 (kg/animal) Rwanda: 104 Zimbabwe: 225 Milk in ASARECA: 346 COMESA: 426 Eritrea: 156 Egypt: 1594 kg/animal Ethiopia: 224 Mauritius: 1232
  • 20. Low input use is one of the causes Example: Fertilizer intensity in kg/ha 2002–2009 2002–2009 2005–2009 2005–2009 annual avg annual avg annual avg annual avg level (kg/ha) change (%) level change COMESA 33.5 -0.1 33.1 0.9 EAC 10.3 4.4 11.1 1.5 ASERECA 6.8 6.5 7.4 10.9 IGAD 9.8 5.4 10.4 11.4
  • 21. There is high variability in crop yields • Year-on-year yield variations are high, dependence on rainfed agriculture is the main reason for this. • Weather variability coupled with phenomena like pest/disease outbreaks and political instability increase yield variability. • Governments must therefore establish and maintain effective mechanisms for early warning and disaster mitigation and management. • Furthermore, investment in irrigation and crop protection 21 can lower the amplitude of yield variability
  • 22. Number undernourished in millions (1990–2012)
  • 23. Learning from the past agricultural interventions in Africa “Many agriculture productivity enhancing interventions have taken place in COMESA, WHY is productivity still low?”
  • 24. Framework for reviewing the case studies SPATIAL VARIATION
  • 25. Factors to enhance effectiveness of interventions • Problem definition: choice of the commodity? suitability • Demand: Is there local demand, is the solution demanded at national and local level • Participation (stakeholders, local communities, Gender) • Design aspects (realistic strategy? realistic budget? financing mechanism? quality of implementation? effective quality control system? Sustainability • Targeting aspects: geographical, beneficiaries • Complimentary investments &partnerships
  • 26. Factors to enhance effectivenss of interventions • Capacity building (build local capacity, key for sustainability) • Sustainability (technical, financial, managerial, institutional) • Well organized groups (collective action, economies of scale) • Timing & conditioning factors • Leadership and Dedication (champions, RECS, Govt, donors…..) • Exogenous factors/ enabling environment or otherwise
  • 27. Concluding Remark • Good projects: small, short lived, no enough scaling up? • Do we also lean from failures?
  • 28. AgInvest Africa Coming soon: WEB PORTAL ON SPATIAL DISTRIBUTION OF AGRICULTURAL INTERVENTIONS