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An Ex Ante Evaluation of the STCP Strategy for


The Transformation of the
Forest-Agricultural Mosaic
      of West Africa
                 James Gockowski
      International Institute of Tropical Agriculture
                      Ibadan, Nigeria
                       May 21, 2009
Structure of the Presentation
   An Overview of Cocoa-based Agricultural
    Systems
   Stylized Rural Transformation
   Operationalizing Cameroon’s Plan
    d’Urgence
   An Ex Ante Economic Evaluation of
    Cameroon’s Plan d’Urgence
   Concluding Remarks
Cocoa-based Agricultural Systems

   Over 2 million households produce cocoa in
    the humid lowlands of Cote d’Ivoire, Ghana,
    Cameroon, Nigeria, Togo, Liberia, Sierra
    Leone, Guinea, Eq. Guinea and Sao Tome.
   Majority of producers are smallholders who
    also produce cassava, plantain, palm oil, and
    robusta coffee among other crops.
The relative importance of cocoa
Farmgate Value of Output (USD$ Billion) in Cocoa Belt, 2005
                               other
    The relative value share of cocoa in the cocoa
                             industrial
                vegetables, crops, $0.3
     belt economy is dwarfed by the value shares of
                   $0.9
                                  cocoa, $1.5
     staple crops.
          fruits, $1.8




     Cocoa accounts
     for approximately
     12% of the $13                  staple crops,
                                         $8.5
     billion estimated
     value of total
     output
 4/13/2011                                                     4
                                                     FAOSTAT
Cassava, plantains and yams of
                    equal or greater economic
                           significance.
                      cassava
Commodity




                     plantains


            yams and cocoyams


                        cocoa


                                 -   500   1,000 1,500 2,000 2,500 3,000 3,500 4,000 4,500
                                           Farmgate Value (millions $USD 2005)
                                                                                 FAOSTAT
Cocoa yields, farm size, and production
   Small farms have higher yields
   Large farms have higher outputs
                                         50%
                                           500
                                         45%
                                           450
      Percent of total production




                                           400
                                         40%
                                    cocoa yield (kg/ha)




                                                          350
                                         35%
                                                          300
                                         30%
                                                          250
                                         25%
                                                          200
                                         20%
                                           150
                                         15%
                                           100
                                         10%50

                                                   5% 0
                                                                small < 2 ha small med 2 to med large 3.8 large > 6.2 ha
                                                   0%                           3.7 ha        to 6.2 ha
                                                                 < 2 ha        2 to 3.7 ha    3.8 to 6.2 ha     > 6.2 ha
Cocoa yields, farm size, and production
          Who should we target if economic growth is the
           objective ?
                                         Yield Quartiles
                               I          II             III       IV
                             < 120   120 to 226    227 to 426     >426
              I  < 2 ha       0%        1%              2%        7%
quartile




             II 2 to 3.7      1%        2%              4%        11%
 Size




            III 3.8 to 6.2    2%        4%              6%        13%
            IV > 6.2 ha       6%        9%             13%        21%


          Only 4% of producers were in the upper quartiles of
           both yield and size, but they accounted for 21% of
           output
                                     Source: 2002 STCP Baseline Survey
Technology stagnation and the environment

   Agricultural expansion is the most significant
    proximate cause of deforestation in West
    Africa
   Only 17% of the Guinea Rainforest remains
    according to GLC 2000.
   Production of cocoa, cassava and plantain have
    all grown by 4% p.a.
        Area expansion—3% p.a.
        Yield growth—1% p.a.
Since 1988 a 56,300 sq km increase in area harvested
                                   in Ghana, Nigeria, Cameroon, Cote d’Ivoire

                         140,000
AREA HARVESTED (SQ KM)



                         120,000

                         100,000

                          80,000                             By comparison, GLC       Plantains
                                                             2000 estimated that
                                                                                      Cocoa
                                                             remaining closed
                          60,000                             canopy forest was        Cassava
                                                             95,000 sq. km in 2000
                          40,000

                          20,000

                              0
                                88
                                89
                                90
                                91
                                92
                                93
                                94
                                95
                                96
                                97
                                98
                                99
                                00
                                01
                                02
                                03
                                04
                                05
                                06
                                07
                              19
                              19
                              19
                              19
                              19
                              19
                              19
                              19
                              19
                              19
                              19
                              19
                              20
                              20
                              20
                              20
                              20
                              20
                              20
                              20
                                                     YEAR
                                                                   Source: FAOSTAT 2008
frequency
                                                                                      le
                                                                                        ss
                                                                                           t
                                                                                       (-1 han
                                                                                          05 13




                                                                                                          0
                                                                                                              50
                                                                                                                   100
                                                                                                                         150
                                                                                                                                200
                                                                                                                                      250
                                                                                                                                                                   300
                                                                                                                                                                                                             350
                                                                                                                                                                                                                                               400
                                                                                                                                                                                                                                                     450

                                                                                             0, 00
                                                                                          (-7 -10
                                                                                             50 00
                                                                                          (-4 ,-7 ]
                                                                                             5 00
                                                                                          (-1 0,-4 ]
                                                                                             50 00
                                                                                                , ]
                                                                                            (1 -10
                                                                                              50 0]
                                                                                            (4 ,20
                                                                                              50 0]
                                                                                            (7 ,50
                                                                                         (1 50, 0]
                                                                                           05 80
                                                                                         (1 0,1 0]
                                                                                           35 10
                                                                                         (1 0,1 0]




Source 2001/2002 STCP Baseline Survey
                                                                                           65 40
                                                                                         (1 0,1 0]
                                                                                           95 70
                                                                                         (2 0,2 0]
                                                                                           25 00
                                                                                         (2 0,2 0]
                                                                                           55 30
                                                                                         (2 0,2 0]
                                                                                           85 60
                                                                                         (3 0,2 0]
                                                                                           15 90
                                                                                         (3 0,3 0]
                                                                                           45 20
                                                                                         (3 0,3 0]
                                                                                           75 50
                                                                                                                                                                                                                   Mean = $233 per household




                                                                                         (4 0,3 0]
                                                                                                                                                                                    Median = $33 per household




                                                                                           05 80
                                                                                         (4 0,4 0]
                                                                                           35 10
                                                                                         (4 0,4 0]
                                                                                           65 40
                                        net returns to investment & mgt (2001 USD$)
                                                                                                                                                                                                                                                           Technological Stagnation and Profitability




                                                                                         (4 0,4 0]
                                                                                                                                            Proportion with negative returns= 44%




                                                                                           95 70
                                                                                         (5 0,5 0]
                                                                                           25 00
                                                                                              0, 0]
                                                                                                53
                                                                                                   00
                                                                                                      ]
Stylized Rural Transformation
  Traditional cocoa food
                                           Commercial sector                       Marginal cocoa land
  crop sector                                                                      and labor previously
                                           Greater Market          Strong
                                                                  SR4. Policies
  Cocoa producers below                                                            employed in cocoa
                                           Reliance                judicary,
                                                                  & Institutions
  median output account                                                            and now available
                                                                   contract
                                                                                   for investments in
  for only 15% of output      Input        Declining price of      enforce-
                                                                                   other activities
                              policy,      cocoa.                  ment
  Low productivity            trade
  growth (1-2%)               policy,      High productivity
                              land         growth (4 - 6%)
  2 million producers
                              tenure,
                                           Declining numbers of             Investments in
  High transaction costs      rural
                              credit       producers—1 million?           Other Commodities
  per unit sold                                                            and Enterprises
                                           Economies of scale
                                           Low transaction
SR4. Policies        & Institutional                              PublicPolicies
                                           costs per unit sold    SR4.
                     arrangements                                 expenditure
                                                                  & Institutions
                                                                  & tax            Growth in new
                                                                  policy
   Productivity-enhancing                                                          agricultural and
        innovations                                                                non agricultural
                                          Marketing and Processing                 enterprises
                                        Innovations along Value Chain
  Research & extension
         policy
Cameroon’s Plan d’Urgence
   Since 2006, Cameroon has been implementing
    the Development Strategy for the Rural Sector
    with a 7.5% growth target in agricultural
    output.
   In June of 2008 MINADER’s Plan d’Urgence
    proposed an acceleration of growth to 26%
    annually for three years
An intensification strategy
   Farmer field school training,
   Replanting of low productivity cocoa with
    high yielding hybrid varieties,
   Provision of improved plantain and cassava
    planting materials,
   Diagnostic soil testing and fertilizer use on
    plantain and cocoa
   Safe and rational pesticide use on cocoa.
   Information kiosks
Three Investment Scenarios
   Scenario I would achieve the 26% cocoa growth target through
    interventions in 1,130 communities
   28,256 cocoa farmers each replant one ha with disease-tolerant
    IRAD/CRIG cocoa hybrids under 1 ha of intensified plantain
   Plantain macro-propagation and boiling water sucker treatment
   Field school training on replanting, ICPM, soil diagnostic testing
    and fertilizer use.
   Each community w/ 1 ha of improved cassava rapid multiplication
    plot to plant 57,000 ha of improved cassava
   Rural information kiosks operated by private sector input
    suppliers, cocoa buying agents and cooperatives in partnership
    with MINADER and IRAD.
Three Investment Scenarios
     Scenario II and III are scaled back versions of
      Scenario I applied to 704 and 100 cocoa
      communities, respectively.
                       Addition to Aggregate Supply
                     Addition to Aggregate Supply
                     I I            IIII     Increase in
                                                  III
                                                  III
   Technology----------------(% of agg tons)----------------
                                                  yield (t/ha)
                     ----------------(000 supply)----------------
Cocoa hybrid plus fert
   cocoa
   Cocoa                  49.4
                        26%                 30.8
                                           16%        1.10 2%  4.4
   cocoa IPM
   Plantain             292.7             182.3       0.22 25.9
Plantain                15%                 9%                 1%
   clean plantain and fert
   Cassava              259.9             162.1      10.40 23.1
Cassava                   8% density 5%                        1%
   improved cassava at high                           4.60
Estimated Scenario Costs

                                                                       Scenario
Intervention                                                   I         II       III
                                                            -----------M FCFA-----------
Farmer training (cocoa replanting, IPM, intensified
plantain production)                                        1,413      880        125
Production and distribution of hybrid cocoa seed pods       5,195      267         38
Agricultural information kiosks                              565       352         50
Cassava rapid multiplication plots                           565       352         50
Plantain macro-propagation training                          113        70         10
                                                 Subtotal   7,851     1,921       273
Structure of the model
Three demand equations
 Cocoa       d                                5
            Qco      1.122 E 17 P           co
                d                  0.6 0.2
 Plantain   Q   pl   17,850 P    pl     P
                                       ca
             d                 0.24    0.4
 Cassava
            Qca      2,666 P   pl   P
                                    ca

Three supply equations
 Cocoa
            Qco 12.36 Pco.4 Ppl.1Pca0.01
             s          0    0


                s            0.01 .49   0.04
 Plantain   Q   pl   181.1 Pco     P P
                                  pl ca
             s                   0.01       0.05    0.3
 Cassava    Qca      1,365 Pco      Ppl            P
                                                   ca
Model simulation
   Supply equations shifted horizontally by the given percentage
    increase.

   To model taxation on cocoa exports replace P in the cocoa
    demand equation by P(1+v)
       v = tax as a percentage of the supply price.

   A new equilibrium is obtained by solving system of equations for
    prices and quantities.

   New values are compared with the 2007 base case values and the
    gains to producers and consumers calculated.
Results-Investment Scenario I
 Millions of CFA

50,000                         46,141

40,000
Price  of plantain falls by 23,000 FCFA t-1, output increases by
130,000 t not 293,000 t
30,000                                         26,848

20,000      15,505
             14,563
Price of cassava falls by 8,000 FCFA t-1, output increases bygain
                                                       Producer
105,000 t not 260,000 T
10,000
                                                       Consumer gain
     0
 Cocoa export tax of 4.075% generates 7.8 billion FCFA to
            cocoa         plantains     cassava
-10,000
 cover public investments
-20,000                                  -16,950
                         -19,090
-30,000
Results-Investment Scenario II
 Millions of CFA
35,000
                               30,542
30,000
Price
25,000 of plantain falls by 15,500 FCFA t-1, output increases by
83,000 t
20,000                                         17,740

15,000     12,591
Price of cassava falls by 5,000 FCFA t-1, output increases bygain
                                                       Producer
10,000       6,699
66,000 t
 5,000
                                                       Consumer gain


Export tax of 1.02% generates 1.9 billion FCFA to cover public
      0
 -5,000    cocoa        plantains         cassava
investments
-10,000
-15,000                  -12,573         -11,252
Results-Investment Scenario III
 Millions of CFA

5,000                             4,582

4,000
Price of plantain falls by 2,400 FCFA t-1, output increases by
3,000                                         2,684
12,000 t
           1,819
2,000
Price of cassava falls by 800 FCFA t-1, output increases by gain
             981                                       Producer
1,000
10,000 t                                               Consumer gain
    0
Export tax cocoa
-1,000
           of 0.16% generates 0.3 billion cassava to cover public
                        plantains          FCFA
investments
-2,000                                    -1,705
                         -1,885
-3,000
Discussion of results
   Cameroon cocoa seed production capacity can only
    replant about 2,500 ha annually; Scenario I would
    require importing an estimated 172 million hybrid
    seeds.

   Scenario II would require a 7-fold increase in seed
    garden capacity (i.e. to replant 5% of tree stock).

   Funding the estimated public investments including
    plantain and cassava only requires a small tax on
    cocoa
Main conclusions
   Integrating intensive plantain and cassava
    production with cocoa replanting at scale
    would have a major impact on national food
    supplies.
   Producers who adopt innovations, see net
    gains in their revenues, producers who do not,
    will see declines. Consumers see only net
    gains.
Next steps
   Train policy analysts in Primature in the use
    and interpretation of the model
   Work with relevant Ministries to develop rural
    transformation strategy for cocoa belt of
    Cameroon
   Policy briefs

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The Transformation of the Forest-Agricultural Mosaic of West Africa

  • 1. An Ex Ante Evaluation of the STCP Strategy for The Transformation of the Forest-Agricultural Mosaic of West Africa James Gockowski International Institute of Tropical Agriculture Ibadan, Nigeria May 21, 2009
  • 2. Structure of the Presentation  An Overview of Cocoa-based Agricultural Systems  Stylized Rural Transformation  Operationalizing Cameroon’s Plan d’Urgence  An Ex Ante Economic Evaluation of Cameroon’s Plan d’Urgence  Concluding Remarks
  • 3. Cocoa-based Agricultural Systems  Over 2 million households produce cocoa in the humid lowlands of Cote d’Ivoire, Ghana, Cameroon, Nigeria, Togo, Liberia, Sierra Leone, Guinea, Eq. Guinea and Sao Tome.  Majority of producers are smallholders who also produce cassava, plantain, palm oil, and robusta coffee among other crops.
  • 4. The relative importance of cocoa Farmgate Value of Output (USD$ Billion) in Cocoa Belt, 2005 other  The relative value share of cocoa in the cocoa industrial vegetables, crops, $0.3 belt economy is dwarfed by the value shares of $0.9 cocoa, $1.5 staple crops. fruits, $1.8 Cocoa accounts for approximately 12% of the $13 staple crops, $8.5 billion estimated value of total output 4/13/2011 4 FAOSTAT
  • 5. Cassava, plantains and yams of equal or greater economic significance. cassava Commodity plantains yams and cocoyams cocoa - 500 1,000 1,500 2,000 2,500 3,000 3,500 4,000 4,500 Farmgate Value (millions $USD 2005) FAOSTAT
  • 6. Cocoa yields, farm size, and production  Small farms have higher yields  Large farms have higher outputs 50% 500 45% 450 Percent of total production 400 40% cocoa yield (kg/ha) 350 35% 300 30% 250 25% 200 20% 150 15% 100 10%50 5% 0 small < 2 ha small med 2 to med large 3.8 large > 6.2 ha 0% 3.7 ha to 6.2 ha < 2 ha 2 to 3.7 ha 3.8 to 6.2 ha > 6.2 ha
  • 7. Cocoa yields, farm size, and production  Who should we target if economic growth is the objective ? Yield Quartiles I II III IV < 120 120 to 226 227 to 426 >426 I < 2 ha 0% 1% 2% 7% quartile II 2 to 3.7 1% 2% 4% 11% Size III 3.8 to 6.2 2% 4% 6% 13% IV > 6.2 ha 6% 9% 13% 21%  Only 4% of producers were in the upper quartiles of both yield and size, but they accounted for 21% of output Source: 2002 STCP Baseline Survey
  • 8. Technology stagnation and the environment  Agricultural expansion is the most significant proximate cause of deforestation in West Africa  Only 17% of the Guinea Rainforest remains according to GLC 2000.  Production of cocoa, cassava and plantain have all grown by 4% p.a.  Area expansion—3% p.a.  Yield growth—1% p.a.
  • 9. Since 1988 a 56,300 sq km increase in area harvested in Ghana, Nigeria, Cameroon, Cote d’Ivoire 140,000 AREA HARVESTED (SQ KM) 120,000 100,000 80,000 By comparison, GLC Plantains 2000 estimated that Cocoa remaining closed 60,000 canopy forest was Cassava 95,000 sq. km in 2000 40,000 20,000 0 88 89 90 91 92 93 94 95 96 97 98 99 00 01 02 03 04 05 06 07 19 19 19 19 19 19 19 19 19 19 19 19 20 20 20 20 20 20 20 20 YEAR Source: FAOSTAT 2008
  • 10. frequency le ss t (-1 han 05 13 0 50 100 150 200 250 300 350 400 450 0, 00 (-7 -10 50 00 (-4 ,-7 ] 5 00 (-1 0,-4 ] 50 00 , ] (1 -10 50 0] (4 ,20 50 0] (7 ,50 (1 50, 0] 05 80 (1 0,1 0] 35 10 (1 0,1 0] Source 2001/2002 STCP Baseline Survey 65 40 (1 0,1 0] 95 70 (2 0,2 0] 25 00 (2 0,2 0] 55 30 (2 0,2 0] 85 60 (3 0,2 0] 15 90 (3 0,3 0] 45 20 (3 0,3 0] 75 50 Mean = $233 per household (4 0,3 0] Median = $33 per household 05 80 (4 0,4 0] 35 10 (4 0,4 0] 65 40 net returns to investment & mgt (2001 USD$) Technological Stagnation and Profitability (4 0,4 0] Proportion with negative returns= 44% 95 70 (5 0,5 0] 25 00 0, 0] 53 00 ]
  • 11. Stylized Rural Transformation Traditional cocoa food Commercial sector Marginal cocoa land crop sector and labor previously Greater Market Strong SR4. Policies Cocoa producers below employed in cocoa Reliance judicary, & Institutions median output account and now available contract for investments in for only 15% of output Input Declining price of enforce- other activities policy, cocoa. ment Low productivity trade growth (1-2%) policy, High productivity land growth (4 - 6%) 2 million producers tenure, Declining numbers of Investments in High transaction costs rural credit producers—1 million? Other Commodities per unit sold and Enterprises Economies of scale Low transaction SR4. Policies & Institutional PublicPolicies costs per unit sold SR4. arrangements expenditure & Institutions & tax Growth in new policy Productivity-enhancing agricultural and innovations non agricultural Marketing and Processing enterprises Innovations along Value Chain Research & extension policy
  • 12. Cameroon’s Plan d’Urgence  Since 2006, Cameroon has been implementing the Development Strategy for the Rural Sector with a 7.5% growth target in agricultural output.  In June of 2008 MINADER’s Plan d’Urgence proposed an acceleration of growth to 26% annually for three years
  • 13. An intensification strategy  Farmer field school training,  Replanting of low productivity cocoa with high yielding hybrid varieties,  Provision of improved plantain and cassava planting materials,  Diagnostic soil testing and fertilizer use on plantain and cocoa  Safe and rational pesticide use on cocoa.  Information kiosks
  • 14. Three Investment Scenarios  Scenario I would achieve the 26% cocoa growth target through interventions in 1,130 communities  28,256 cocoa farmers each replant one ha with disease-tolerant IRAD/CRIG cocoa hybrids under 1 ha of intensified plantain  Plantain macro-propagation and boiling water sucker treatment  Field school training on replanting, ICPM, soil diagnostic testing and fertilizer use.  Each community w/ 1 ha of improved cassava rapid multiplication plot to plant 57,000 ha of improved cassava  Rural information kiosks operated by private sector input suppliers, cocoa buying agents and cooperatives in partnership with MINADER and IRAD.
  • 15. Three Investment Scenarios  Scenario II and III are scaled back versions of Scenario I applied to 704 and 100 cocoa communities, respectively. Addition to Aggregate Supply Addition to Aggregate Supply I I IIII Increase in III III Technology----------------(% of agg tons)---------------- yield (t/ha) ----------------(000 supply)---------------- Cocoa hybrid plus fert cocoa Cocoa 49.4 26% 30.8 16% 1.10 2% 4.4 cocoa IPM Plantain 292.7 182.3 0.22 25.9 Plantain 15% 9% 1% clean plantain and fert Cassava 259.9 162.1 10.40 23.1 Cassava 8% density 5% 1% improved cassava at high 4.60
  • 16. Estimated Scenario Costs Scenario Intervention I II III -----------M FCFA----------- Farmer training (cocoa replanting, IPM, intensified plantain production) 1,413 880 125 Production and distribution of hybrid cocoa seed pods 5,195 267 38 Agricultural information kiosks 565 352 50 Cassava rapid multiplication plots 565 352 50 Plantain macro-propagation training 113 70 10 Subtotal 7,851 1,921 273
  • 17. Structure of the model Three demand equations Cocoa d 5 Qco 1.122 E 17 P co d 0.6 0.2 Plantain Q pl 17,850 P pl P ca d 0.24 0.4 Cassava Qca 2,666 P pl P ca Three supply equations Cocoa Qco 12.36 Pco.4 Ppl.1Pca0.01 s 0 0 s 0.01 .49 0.04 Plantain Q pl 181.1 Pco P P pl ca s 0.01 0.05 0.3 Cassava Qca 1,365 Pco Ppl P ca
  • 18. Model simulation  Supply equations shifted horizontally by the given percentage increase.  To model taxation on cocoa exports replace P in the cocoa demand equation by P(1+v)  v = tax as a percentage of the supply price.  A new equilibrium is obtained by solving system of equations for prices and quantities.  New values are compared with the 2007 base case values and the gains to producers and consumers calculated.
  • 19. Results-Investment Scenario I Millions of CFA 50,000 46,141 40,000 Price of plantain falls by 23,000 FCFA t-1, output increases by 130,000 t not 293,000 t 30,000 26,848 20,000 15,505 14,563 Price of cassava falls by 8,000 FCFA t-1, output increases bygain Producer 105,000 t not 260,000 T 10,000 Consumer gain 0 Cocoa export tax of 4.075% generates 7.8 billion FCFA to cocoa plantains cassava -10,000 cover public investments -20,000 -16,950 -19,090 -30,000
  • 20. Results-Investment Scenario II Millions of CFA 35,000 30,542 30,000 Price 25,000 of plantain falls by 15,500 FCFA t-1, output increases by 83,000 t 20,000 17,740 15,000 12,591 Price of cassava falls by 5,000 FCFA t-1, output increases bygain Producer 10,000 6,699 66,000 t 5,000 Consumer gain Export tax of 1.02% generates 1.9 billion FCFA to cover public 0 -5,000 cocoa plantains cassava investments -10,000 -15,000 -12,573 -11,252
  • 21. Results-Investment Scenario III Millions of CFA 5,000 4,582 4,000 Price of plantain falls by 2,400 FCFA t-1, output increases by 3,000 2,684 12,000 t 1,819 2,000 Price of cassava falls by 800 FCFA t-1, output increases by gain 981 Producer 1,000 10,000 t Consumer gain 0 Export tax cocoa -1,000 of 0.16% generates 0.3 billion cassava to cover public plantains FCFA investments -2,000 -1,705 -1,885 -3,000
  • 22. Discussion of results  Cameroon cocoa seed production capacity can only replant about 2,500 ha annually; Scenario I would require importing an estimated 172 million hybrid seeds.  Scenario II would require a 7-fold increase in seed garden capacity (i.e. to replant 5% of tree stock).  Funding the estimated public investments including plantain and cassava only requires a small tax on cocoa
  • 23. Main conclusions  Integrating intensive plantain and cassava production with cocoa replanting at scale would have a major impact on national food supplies.  Producers who adopt innovations, see net gains in their revenues, producers who do not, will see declines. Consumers see only net gains.
  • 24. Next steps  Train policy analysts in Primature in the use and interpretation of the model  Work with relevant Ministries to develop rural transformation strategy for cocoa belt of Cameroon  Policy briefs