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IFPRI Policy Seminar
                                             Washington DC launch of FAO’s
                                          State of Food and Agriculture 2012:
                                    Investing in Agriculture for a Better Future
                                                              22. January 2013




Public Investment in and for Agriculture:
            What Has it Achieved,
          and What Determines it?


                    Tewodaj Mogues
   International Food Policy Research Institute (IFPRI)
Outline




                  Public
Determining   Investments in   Outcomes
  factors        and for
                Agriculture
What do we Know about the Impacts
       of Public Investments
      in and for Agriculture?
What do we Know about the Impacts of
Public Investments in and for Agriculture?




                    Public
Determining     Investments in    Outcomes
  factors          and for
                  Agriculture
What do we Know about the Impacts of Public
    Investments in and for Agriculture?

• Study is comprehensive review of academic
  literature on this topic
• Based on both IFPRI research and other research
• IFPRI work on public investments in agriculture
  pioneered by Shenggen Fan starting late 1990s
  and onward; seminal literature by Fan, Peter
  Hazell, Xiaobo Zhang (and other co-authors)
• In this presentation, only selected highlights of
  the review study discussed
Returns to Investments across Sectors:
             Agricultural Performance

• Ag. R&D
  investments
  consistently
  greatest returns
• Returns to other
  ag. investment
  (irrigation)
  positive but often
  surpassed by
  non-ag.
  investment
  returns



Graphical illustration of estimation results from: Fan, Zhang and Zhang (2004); Fan Hazell and
Thorat (2000); Fan, Yu and Jitsuchon (2008); Fan and Zhang (2008)
Returns to Investments across Sectors:
           Agricultural Performance
   Ranking of dollar-for-dollar returns in different types of public
                      investments (1=highest)
               Sector         Ghana Uganda Ethiopia Tanzania
               Agriculture          1          1          3           1
               Education            4          2          2           3
               Health               3          4          4         n/a
               Roads                2          3          1           2
        Chapters in: Mogues, Benin [eds.] 2012 (book): * Benin, Mogues, Cudjoe
        & Randriamamonjy; * Fan & Zhang; * Mogues; * Fan, Nyange & Rao.


• Diversity across countries in relative returns across sectors
• In some cases, aggregate public spending in agriculture appears
  to have low or insignificant impact on incomes and welfare (e.g.
  Mogues 2011; Easterly & Rebelo 1993; Milbourne et al. 2003; Mosley et al. 2004)
Returns to Investments across Sectors:
                 Poverty Reduction
• No apparent trade-
  off between ag.
  growth and poverty
  reduction, in terms
  of contribution of
  ag. R&D
• But for poverty,
  other types of
  investment can be
  more important
  than R&D (but latter
  remains close
  second)



 Graphical illustration of estimation results from: Fan, Zhang and Zhang (2004); Fan Hazell and
 Thorat (2000); Fan, Yu and Jitsuchon (2008); Fan and Zhang (2008)
Returns to Subsidies vs. Investments
                         across Time
                  1960s-70s                        1980s                                    1990s
   Credit subs                                                                 Credit…
                                    Credit subs
  Power subs                                                                   Power…
                                   Power subs
Fertilizer subs                  Fertilizer subs                           Fertilize…
Irrigation subs                  Irrigation subs                           Irrigatio…
          R&D                              R&D                                  R&D
  Irr. Investm.                    Irr. Investm.                                    Irr.…
          Edu.                             Edu.                                 Edu.
        Roads                            Roads                                 Roads
                  0 2 4 6 8 10 12 14 16 18 20 0    1   2   3   4   5   6   7    8     90    1   2   3   4   5   6   7   8   9 10


   • In early stages of green revolution, returns to spending on
     subsidies were similar to that of investment in public goods
   • In subsequent decades, while overall returns to investments
     declined somewhat, they remained very high
   • Over time, the marginal contribution to subsidies started to fall
     behind returns to public goods spending
 Graphical illustration of estimation results from Fan, Gulati, Thorat (2008)
Returns to Investments across
               High- and Low-Potential Areas

• Marginal impact on (i) agricultural productivity, and
  (ii) poverty reduction
• Examples from: India, China, Uganda
• Effects of public investments are generally higher in
  marginal areas than in ‘high-potential’ areas within
  the country
• True not only in terms of poverty reduction but also
  agricultural performance



Fan, Hazell and Haque (2000); Fan, Zhang and Zhang (2004), Fan and Zhang (2008)
Agricultural Productivity                                           Poverty Reduction                              _
80                                                           60
                                    Irrigated
70   INDIA                          Rainfed, hi qual.        50
60                                  Rainfed, low qual.
                                                             40
50
40                                                           30
30
                                                             20
20
10                                                           10
 0                                                            0
      HYV     Roads   Canal irr.    Electr.      Educat.           HYV      Roads    Canal irr.   Electr.      Educat.
12                                               Coastal     28
10
            CHINA                                Central     24
                                                 Western
 8                                                           20
                                                             16
 6
                                                             12
 4                                                            8
 2                                                            4
                                                              0
 0
                                                                  R&D    Irr.    Roads Edu. Electr.         Tel.   Pov.
     R&D     Irr.   Roads    Edu.      Electr.      Tel.
16                                                          200
                                                  Central
14            UGANDA                              East      160
12                                                West
10                                                North     120
 8
                                                             80
 6
 4                                                           40
 2
 0                                                            0
      R&D           Edu      Feeder R.           Health           R&D      Edu     Feeder Murram Tarmac Health
                                                                                     R.     R.     R.
Returns to Investments across
               High- and Low-Potential Areas

• Marginal impact on (i) agricultural productivity, and
  (ii) poverty reduction
• Examples from: India, China, Uganda
• Effects of public investments are generally higher in
  marginal areas than in ‘high-potential’ areas within
  the country
• True not only in terms of poverty reduction but also
  agricultural performance



Fan, Hazell and Haque (2000); Fan, Zhang and Zhang (2004), Fan and Zhang (2008)
What Drives Public Investments
   in and for Agriculture?
What Drives Public Investments
         in and for Agriculture?



                     Public
Determining      Investments in   Outcomes
  factors           and for
                   Agriculture
Public Investment Decisionmaking and its
    Determinants – A Conceptual Framework




Adapted from
Mogues (2012)
Processes of Budgetary Decisionmaking

• Formal procedures and informal/ de-facto processes
• ‘Garbage-can budgeting’ model: Allocations are
  random (Cohen et al. 1972)
• Budgetary model of incrementalism: Inertia and path-
  dependency in investment decision-making (Davis 1971;
  Cowart et al. 1975; Ostrom 1977, Foelscher 2007a, 2007b)

• Budget implementation (vs. approved budgets)
   • E.g. in Nigeria, on average 21 % of agricultural budget never
     spent (Mogues et al. 2012)
   • Striking results from public expenditure tracking surveys (e.g.
     Uganda) (Reinikka & Svensson 2004)
   • Sudden revenue short- (or wind)falls; use of funds for other
     purposes; leakages/corruption; etc.
Role of Various Actors in Public
           Investment Decision-making
• Policymaker as benevolent and unencumbered social
  planner? (Tridimas 2001; Reddick 2002)
• Politicians vs bureaucrats (Niskanen 1971)
• Strength of ‘interest groups’ to lobby for provision of
  public investments benefiting them is larger when
   • ‘Interest groups’ more spatially concentrated  dispersed
     agricultural households vs. concentrated urban residents (Olson
     1985)
   • Better access to transport and communications infrastructure
      urban vs rural
   • Size of group small  agricultural population much larger in
     many developing countries, reverse in rich countries (Olson 1965)
   • Average income and education of group member is higher 
     low among smallholder agricultural households (Binswanger &
     Deininger 1997; Krueger 1996)
Characteristics of Public Investments


• Attributability of investments to conscious decisions
  made by politicians (e.g. visibility, “markability”) (Keefer
  & Khemani 2005)

• Temporal features of public investments
   • Long lag perturbs attributability
   • Lag of investments vs. political cycle
   • Time allows for “things to go wrong”
Policy Considerations
Policy Considerations:
             Impacts of Public Investments

• Compelling evidence on the high social returns to public
  investments in agricultural research & technology
• Policymakers should choose judiciously between
  different agricultural subsectors and functions (blanket
  recommendations to invest more in “agriculture”, vs. in
  high-payoff activities within the sector)
• Time-dimensions of public investment effects:
   • Gains in some investments may materialise only in a longer
     time-horizon; take that into consideration when evaluating payoff
   • Relative returns do not remain static over time, thus policy
     priorities should change as well
• Gains are heterogeneous across space: undertake
  spatially differentiated policies/investments
Policy Considerations:
       Determinants of Public Investments

• Is there some value in incrementalism models? Identify
  what tends to break inertia and path dependency in
  order to be able to use windows of policy opportunities
• Revisit validity of the notion of ‘unencumbered
  benevolent social planner’
• Development interventions strengthening cooperatives/
  farmers’ unions may have additional benefits beyond
  lowering market transactions costs
• Need sharper understanding of how attributability/
  visibility/ lag in agricultural public investment affect
  resource allocation
IFPRI Policy Seminar
                                             Washington DC launch of FAO’s
                                          State of Food and Agriculture 2012:
                                    Investing in Agriculture for a Better Future
                                                              22. January 2013




Public Investment in and for Agriculture:
            What Has it Achieved,
          and What Determines it?


                    Tewodaj Mogues
   International Food Policy Research Institute (IFPRI)

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2012 US SoFA Launch "Public Investment in & for Agriculture - What Has it Acheived & What Determines It?"

  • 1. IFPRI Policy Seminar Washington DC launch of FAO’s State of Food and Agriculture 2012: Investing in Agriculture for a Better Future 22. January 2013 Public Investment in and for Agriculture: What Has it Achieved, and What Determines it? Tewodaj Mogues International Food Policy Research Institute (IFPRI)
  • 2. Outline Public Determining Investments in Outcomes factors and for Agriculture
  • 3. What do we Know about the Impacts of Public Investments in and for Agriculture?
  • 4. What do we Know about the Impacts of Public Investments in and for Agriculture? Public Determining Investments in Outcomes factors and for Agriculture
  • 5. What do we Know about the Impacts of Public Investments in and for Agriculture? • Study is comprehensive review of academic literature on this topic • Based on both IFPRI research and other research • IFPRI work on public investments in agriculture pioneered by Shenggen Fan starting late 1990s and onward; seminal literature by Fan, Peter Hazell, Xiaobo Zhang (and other co-authors) • In this presentation, only selected highlights of the review study discussed
  • 6. Returns to Investments across Sectors: Agricultural Performance • Ag. R&D investments consistently greatest returns • Returns to other ag. investment (irrigation) positive but often surpassed by non-ag. investment returns Graphical illustration of estimation results from: Fan, Zhang and Zhang (2004); Fan Hazell and Thorat (2000); Fan, Yu and Jitsuchon (2008); Fan and Zhang (2008)
  • 7. Returns to Investments across Sectors: Agricultural Performance Ranking of dollar-for-dollar returns in different types of public investments (1=highest) Sector Ghana Uganda Ethiopia Tanzania Agriculture 1 1 3 1 Education 4 2 2 3 Health 3 4 4 n/a Roads 2 3 1 2 Chapters in: Mogues, Benin [eds.] 2012 (book): * Benin, Mogues, Cudjoe & Randriamamonjy; * Fan & Zhang; * Mogues; * Fan, Nyange & Rao. • Diversity across countries in relative returns across sectors • In some cases, aggregate public spending in agriculture appears to have low or insignificant impact on incomes and welfare (e.g. Mogues 2011; Easterly & Rebelo 1993; Milbourne et al. 2003; Mosley et al. 2004)
  • 8. Returns to Investments across Sectors: Poverty Reduction • No apparent trade- off between ag. growth and poverty reduction, in terms of contribution of ag. R&D • But for poverty, other types of investment can be more important than R&D (but latter remains close second) Graphical illustration of estimation results from: Fan, Zhang and Zhang (2004); Fan Hazell and Thorat (2000); Fan, Yu and Jitsuchon (2008); Fan and Zhang (2008)
  • 9. Returns to Subsidies vs. Investments across Time 1960s-70s 1980s 1990s Credit subs Credit… Credit subs Power subs Power… Power subs Fertilizer subs Fertilizer subs Fertilize… Irrigation subs Irrigation subs Irrigatio… R&D R&D R&D Irr. Investm. Irr. Investm. Irr.… Edu. Edu. Edu. Roads Roads Roads 0 2 4 6 8 10 12 14 16 18 20 0 1 2 3 4 5 6 7 8 90 1 2 3 4 5 6 7 8 9 10 • In early stages of green revolution, returns to spending on subsidies were similar to that of investment in public goods • In subsequent decades, while overall returns to investments declined somewhat, they remained very high • Over time, the marginal contribution to subsidies started to fall behind returns to public goods spending Graphical illustration of estimation results from Fan, Gulati, Thorat (2008)
  • 10. Returns to Investments across High- and Low-Potential Areas • Marginal impact on (i) agricultural productivity, and (ii) poverty reduction • Examples from: India, China, Uganda • Effects of public investments are generally higher in marginal areas than in ‘high-potential’ areas within the country • True not only in terms of poverty reduction but also agricultural performance Fan, Hazell and Haque (2000); Fan, Zhang and Zhang (2004), Fan and Zhang (2008)
  • 11. Agricultural Productivity Poverty Reduction _ 80 60 Irrigated 70 INDIA Rainfed, hi qual. 50 60 Rainfed, low qual. 40 50 40 30 30 20 20 10 10 0 0 HYV Roads Canal irr. Electr. Educat. HYV Roads Canal irr. Electr. Educat. 12 Coastal 28 10 CHINA Central 24 Western 8 20 16 6 12 4 8 2 4 0 0 R&D Irr. Roads Edu. Electr. Tel. Pov. R&D Irr. Roads Edu. Electr. Tel. 16 200 Central 14 UGANDA East 160 12 West 10 North 120 8 80 6 4 40 2 0 0 R&D Edu Feeder R. Health R&D Edu Feeder Murram Tarmac Health R. R. R.
  • 12. Returns to Investments across High- and Low-Potential Areas • Marginal impact on (i) agricultural productivity, and (ii) poverty reduction • Examples from: India, China, Uganda • Effects of public investments are generally higher in marginal areas than in ‘high-potential’ areas within the country • True not only in terms of poverty reduction but also agricultural performance Fan, Hazell and Haque (2000); Fan, Zhang and Zhang (2004), Fan and Zhang (2008)
  • 13. What Drives Public Investments in and for Agriculture?
  • 14. What Drives Public Investments in and for Agriculture? Public Determining Investments in Outcomes factors and for Agriculture
  • 15. Public Investment Decisionmaking and its Determinants – A Conceptual Framework Adapted from Mogues (2012)
  • 16. Processes of Budgetary Decisionmaking • Formal procedures and informal/ de-facto processes • ‘Garbage-can budgeting’ model: Allocations are random (Cohen et al. 1972) • Budgetary model of incrementalism: Inertia and path- dependency in investment decision-making (Davis 1971; Cowart et al. 1975; Ostrom 1977, Foelscher 2007a, 2007b) • Budget implementation (vs. approved budgets) • E.g. in Nigeria, on average 21 % of agricultural budget never spent (Mogues et al. 2012) • Striking results from public expenditure tracking surveys (e.g. Uganda) (Reinikka & Svensson 2004) • Sudden revenue short- (or wind)falls; use of funds for other purposes; leakages/corruption; etc.
  • 17. Role of Various Actors in Public Investment Decision-making • Policymaker as benevolent and unencumbered social planner? (Tridimas 2001; Reddick 2002) • Politicians vs bureaucrats (Niskanen 1971) • Strength of ‘interest groups’ to lobby for provision of public investments benefiting them is larger when • ‘Interest groups’ more spatially concentrated  dispersed agricultural households vs. concentrated urban residents (Olson 1985) • Better access to transport and communications infrastructure  urban vs rural • Size of group small  agricultural population much larger in many developing countries, reverse in rich countries (Olson 1965) • Average income and education of group member is higher  low among smallholder agricultural households (Binswanger & Deininger 1997; Krueger 1996)
  • 18. Characteristics of Public Investments • Attributability of investments to conscious decisions made by politicians (e.g. visibility, “markability”) (Keefer & Khemani 2005) • Temporal features of public investments • Long lag perturbs attributability • Lag of investments vs. political cycle • Time allows for “things to go wrong”
  • 20. Policy Considerations: Impacts of Public Investments • Compelling evidence on the high social returns to public investments in agricultural research & technology • Policymakers should choose judiciously between different agricultural subsectors and functions (blanket recommendations to invest more in “agriculture”, vs. in high-payoff activities within the sector) • Time-dimensions of public investment effects: • Gains in some investments may materialise only in a longer time-horizon; take that into consideration when evaluating payoff • Relative returns do not remain static over time, thus policy priorities should change as well • Gains are heterogeneous across space: undertake spatially differentiated policies/investments
  • 21. Policy Considerations: Determinants of Public Investments • Is there some value in incrementalism models? Identify what tends to break inertia and path dependency in order to be able to use windows of policy opportunities • Revisit validity of the notion of ‘unencumbered benevolent social planner’ • Development interventions strengthening cooperatives/ farmers’ unions may have additional benefits beyond lowering market transactions costs • Need sharper understanding of how attributability/ visibility/ lag in agricultural public investment affect resource allocation
  • 22. IFPRI Policy Seminar Washington DC launch of FAO’s State of Food and Agriculture 2012: Investing in Agriculture for a Better Future 22. January 2013 Public Investment in and for Agriculture: What Has it Achieved, and What Determines it? Tewodaj Mogues International Food Policy Research Institute (IFPRI)