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Infrastructure, Agriculture
and Welfare in Rural Ethiopia
                David Stifel
              Lafayette College
              IFPRI Addis Ababa

           Symposium on Ultra-Poverty
   Institute for International Economic Policy
         Washington, DC, 22 March 2012



                                                 1
The Question:
What are the benefits
of rural roads?
Punchlines:
3.Wholesale marketing
margins are falling
along with transport
costs.
4.Annual benefits in
our study area are
approx 1/3 of the cost
of constructing a feeder
road.
Rural Infrastructure
1.       Roads
     •       Trunk roads
     •       Feeder roads
     •       Upgrading & construction

2.       Cell phones
3.       Electrification
4.       Water & sanitation
I. Trunk Roads
•       Our analysis focuses on trade of cereals between
        wholesale markets
•       Monthly data from 31 wholesale markets across
        Ethiopia over the last decade
•       Complemented with a survey of traders, brokers and
        truck drivers in these 31 markets (or surroundings) in
        January 2012
•       Why???
          Margins are falling  Affect both urban & rural poor
2. Rural Feeder Roads

1.       The measure of benefits
     •      Willingness to pay – equivalent variation
2.       Endogenous road placement
     •      Quasi-Experiment
How is it a quasi-experiment?
•       Sample area selected purposefully
    o      Homogeneous region
    o      Except for transport costs
•       Households’ circumstances differ because of
        different transport costs...
•       ...not because of land characteristics, etc.
Transport Costs
•       Donkey costs (Birr/kg)
    o      Cost of renting donkey
    o      Weight donkey can carry
•       Economic transport costs
    o      Include the opportunity cost
           of time
Average Travel Times and
Transport Costs to the Market Town
                          Travel Time   Transport Cost
                            (hours)     (Birr/Quintal)
Transport Cost Quintile
  Least Remote                1.5           18.2
  Quintile 2                  3.6           40.2
  Quintile 3                  5.2           52.5
  Quintile 4                  6.0           60.4
  Most Remote                 6.5           73.4

Total                         4.5           48.4
Is land equally productive
             in the sample area?
•       What crops?
    o     Sorghum
    o     Millet
    o     Maize
    o     Black/mixed teff
•       Confounding factors?
    o     Weather and pest shocks
    o     Inputs – labor, fertilizer, herbicides, Improved seeds
Modern Input Use
                                   Percent of households using…
                          Chemical Fertilizer         Improved Seeds
                          Any    Dap    Urea            (maize only)
Transport Cost Quintile
  Least Remote            94.2   94.2   83.0                75.6
  Quintile 2              86.2   86.2   61.4                31.2
  Quintile 3              79.9   78.5   46.5                15.0
  Quintile 4              73.2   73.5   49.3                12.4
  Most Remote             71.1   71.7   37.5                 9.4


  Total                   81.2   81.1   56.3                33.3
Adjusted Cereal Yields

       20    15
Quintals / ha
  10   5
       0




                  0      20   40              60            80   100
                                   Birr/Quintal

                              Sorghum              Millet
                              Maize                Teff
2. Measuring Benefits
•   Households’ willingness-to-pay for
    reduced transport costs (Jacoby and Minten, 2009)
    Compensate a remote household just enough
    such that indifferent between…
        o     Remote (τ = τ0)
        o     Situation in market town (τ = 0)
           Estimate this compensation
             Equivalent variation
Demand for Transport Tonnage
      1250
      1000
      750
 kg
      500
      250
      0




             0   20            40            60            80           100
                            Transport Cost (Birr/kg)

                 Total Freight                   Imported Consumption
                 Agricultural Surplus            Input Purchases
Benefits Estimate
•       Most remote households as accessible as the
        least remote
•       ↓ transport costs by US$ 50 / ton
•       Benefit ≈ 3,300 Birr per year      (US$ 194)
    o      This is 60.5% of mean consumption (most remote)
Benefit Estimates
For households in
each of the following            Benefit as percent of
evenly spaced gridpoints        household consumption
   2nd                                    2.0
   3rd                                    5.4
   4th                                    6.5
   5th                                    6.7
   6th                                    7.4
   7th                                   17.2
   8th                                   23.5
   9th                                   53.0
   Most remote                           60.5

Average for all households               9.3
* Adjusted for landholdings




        Remote HH will benefit the most.
Consumption & Remoteness

         6000  4000
  Birr per person
2000     0




                      0   20        40             60              80   100
                               Transport Costs (Birr/quintal)

                                    Total                   Food
                                    Non-Food
Benefits vs. Costs
•       Cost ≈ 28 million Birr                (US$ 1.60 million)

          800,000 Birr / km of gravel road
          35 km
•       Benefits ≈ 10 million Birr per year   (US$ 0.58 million)

          1,930 Birr benefit on average
          5,180 households in survey area
Three years for accrued benefits to exceed cost
Concluding Remarks
• Benefits of rural roads in Ethiopia
   – Highlight the effects on the poor
• Trunk roads
   – Lower transport costs & marketing margins
   – Urban poor in deficit areas
   – Rural producers in surplus areas
• Feeder roads
   – Payoffs are high (provided the roads last)
   – Benefits disproportionately benefit remote households
   – Remote households are poorer
Thank you

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Infrastructure Agriculutre And Welfare In Rural Ethiopia

  • 1. Infrastructure, Agriculture and Welfare in Rural Ethiopia David Stifel Lafayette College IFPRI Addis Ababa Symposium on Ultra-Poverty Institute for International Economic Policy Washington, DC, 22 March 2012 1
  • 2. The Question: What are the benefits of rural roads? Punchlines: 3.Wholesale marketing margins are falling along with transport costs. 4.Annual benefits in our study area are approx 1/3 of the cost of constructing a feeder road.
  • 3. Rural Infrastructure 1. Roads • Trunk roads • Feeder roads • Upgrading & construction 2. Cell phones 3. Electrification 4. Water & sanitation
  • 4. I. Trunk Roads • Our analysis focuses on trade of cereals between wholesale markets • Monthly data from 31 wholesale markets across Ethiopia over the last decade • Complemented with a survey of traders, brokers and truck drivers in these 31 markets (or surroundings) in January 2012 • Why???  Margins are falling  Affect both urban & rural poor
  • 5.
  • 6.
  • 7.
  • 8.
  • 9.
  • 10.
  • 11. 2. Rural Feeder Roads 1. The measure of benefits • Willingness to pay – equivalent variation 2. Endogenous road placement • Quasi-Experiment
  • 12. How is it a quasi-experiment? • Sample area selected purposefully o Homogeneous region o Except for transport costs • Households’ circumstances differ because of different transport costs... • ...not because of land characteristics, etc.
  • 13.
  • 14. Transport Costs • Donkey costs (Birr/kg) o Cost of renting donkey o Weight donkey can carry • Economic transport costs o Include the opportunity cost of time
  • 15. Average Travel Times and Transport Costs to the Market Town Travel Time Transport Cost (hours) (Birr/Quintal) Transport Cost Quintile Least Remote 1.5 18.2 Quintile 2 3.6 40.2 Quintile 3 5.2 52.5 Quintile 4 6.0 60.4 Most Remote 6.5 73.4 Total 4.5 48.4
  • 16. Is land equally productive in the sample area? • What crops? o Sorghum o Millet o Maize o Black/mixed teff • Confounding factors? o Weather and pest shocks o Inputs – labor, fertilizer, herbicides, Improved seeds
  • 17. Modern Input Use Percent of households using… Chemical Fertilizer Improved Seeds Any Dap Urea (maize only) Transport Cost Quintile Least Remote 94.2 94.2 83.0 75.6 Quintile 2 86.2 86.2 61.4 31.2 Quintile 3 79.9 78.5 46.5 15.0 Quintile 4 73.2 73.5 49.3 12.4 Most Remote 71.1 71.7 37.5 9.4 Total 81.2 81.1 56.3 33.3
  • 18. Adjusted Cereal Yields 20 15 Quintals / ha 10 5 0 0 20 40 60 80 100 Birr/Quintal Sorghum Millet Maize Teff
  • 19. 2. Measuring Benefits • Households’ willingness-to-pay for reduced transport costs (Jacoby and Minten, 2009) Compensate a remote household just enough such that indifferent between… o Remote (τ = τ0) o Situation in market town (τ = 0)  Estimate this compensation  Equivalent variation
  • 20. Demand for Transport Tonnage 1250 1000 750 kg 500 250 0 0 20 40 60 80 100 Transport Cost (Birr/kg) Total Freight Imported Consumption Agricultural Surplus Input Purchases
  • 21. Benefits Estimate • Most remote households as accessible as the least remote • ↓ transport costs by US$ 50 / ton • Benefit ≈ 3,300 Birr per year (US$ 194) o This is 60.5% of mean consumption (most remote)
  • 22. Benefit Estimates For households in each of the following Benefit as percent of evenly spaced gridpoints household consumption 2nd 2.0 3rd 5.4 4th 6.5 5th 6.7 6th 7.4 7th 17.2 8th 23.5 9th 53.0 Most remote 60.5 Average for all households 9.3 * Adjusted for landholdings Remote HH will benefit the most.
  • 23. Consumption & Remoteness 6000 4000 Birr per person 2000 0 0 20 40 60 80 100 Transport Costs (Birr/quintal) Total Food Non-Food
  • 24. Benefits vs. Costs • Cost ≈ 28 million Birr (US$ 1.60 million)  800,000 Birr / km of gravel road  35 km • Benefits ≈ 10 million Birr per year (US$ 0.58 million)  1,930 Birr benefit on average  5,180 households in survey area Three years for accrued benefits to exceed cost
  • 25. Concluding Remarks • Benefits of rural roads in Ethiopia – Highlight the effects on the poor • Trunk roads – Lower transport costs & marketing margins – Urban poor in deficit areas – Rural producers in surplus areas • Feeder roads – Payoffs are high (provided the roads last) – Benefits disproportionately benefit remote households – Remote households are poorer