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Rural Urban Transformation and
Agglomeration linkages in Ethiopia

              Emily Schmidt

         Seminar: DFID – Ethiopia
            October 23, 2012
Presentation outline
1. Ethiopia’s Changing Economic Landscape
   – Structural shift of the economy (declining share of
     agriculture)
   – Spatial (urbanization)
   – Infrastructure (expanding road networks)
   – Electricity generation and use
   – Telecommunications (mobile phones and internet)

2. Key policies
   – Land policies
   – Industrial growth and constraints

3. Concluding Observations
Ethiopia Economic Structure: 1999/00 – 2008/09
                                         140                                                                                                               52

                                         120                                                                                                               50


             billion (1999/2000) Birr




                                                                                                                                                                Agric Share of GDP (%)
                                         100                                                                                                               48

                                         80                                                                                                                46

                                         60                                                                                                                44

                                         40                                                                                                                42

                                         20                                                                                                                40

                                           0                                                                                                               38




                                                                                                                                               (2008/09)
                                                 1999/00


                                                           2000/01


                                                                     2001/02


                                                                               2002/03


                                                                                             2003/04


                                                                                                       2004/05


                                                                                                                 2005/06


                                                                                                                           2006/07


                                                                                                                                     2007/08
                                               Agriculture                               Industry                               Electricity and Water
                                               Construction                              Other Private Services                 Public Administration
                                               Agric Share of GDP

                                        Source: Calculated from World Bank, World Development Indicators data.

• Ethiopia’s share of agriculture in GDP in 2006 was highest in the world (48%)
    • More than double the average for low income countries (20%)
• Ag share of GDP decreasing, but real ag GDP growth averaged 6.2%
Agricultural Share in GDP in East African Countries, 1980-2008
                              80

                              70

                              60
           Share of GDP (%)


                                                                         Ethiopia
                              50
                                                                         Kenya
                              40
                                                                         Uganda
                              30                                         Expon. (Ethiopia)
                              20                                         Expon. (Kenya)

                              10                                         Expon. (Uganda)

                              0
                                   1980
                                   1982



                                   1988
                                   1990
                                   1992
                                   1994
                                   1996
                                   1998
                                   2000
                                   2002



                                   2008
                                   1984
                                   1986




                                   2004
                                   2006
              Source: Calculated from World Bank, World Development Indicators data.

  • Striking difference between Ethiopia’s overwhelmingly agriculture-dominant
    economy and the economies of most other developing countries.
Urban Economic Theory
• As economy grows, structure and location of economic
  activity tends to move more towards diversified economy
  with larger urban industrial and services sectors
  (Kuznets, 1950’s)
• New innovations in urban sector, increases in urban labor
  productivity and wages, make secondary cities make an
  attractive supplement (substitute to onfarm generation)
• Ethiopia launched ADLI (1994/94): focused on increasing
  productivity of smallholder farmers through use of
  fertilizer and improved seeds, infrastructure, public
  services.
   – Agricultural growth induced by ADLI interventions would
     spur industrialization (agricultural input and processing
     industries, and consumer goods to higher household
     incomes and increased spending)
Ethiopia: comparatively slow transition

• Unique Biophysical Landscape
   – Agricultural production is characterized by fragmented
     and dispersed land holdings average plot size is 0.8
     hectares)

• Limited Transportation Infrastructure

• Level of development as function of urbanization

• Political landscape and evolution of agricultural policies
  (Monarchic, Derg, Present Government)
Ethiopia: Urbanization
                           Official   Agglomeration
                          Estimate            Index
                         (percent)         (percent)
           1984              11.4%              3.7%
           1994              13.7%              7.1%
           2007              15.9%            14.2%

                     (mns people)      (mns people)
           1984              4.55              1.48
           1994              7.33              3.80
           2007             11.72             10.50

                     (growth rate)     (growth rate)
       1984-1994             4.9%              9.9%
       1994-2007             3.7%              8.1%
       1984-2007             4.2%              8.9%

Ethiopia remains one of least urbanized countries in SSA, but
Ethiopia is urbanizing faster than people think!!!
Ethiopia: Alternative Urbanization Estimates
                  14

                  12

                  10
     (millions)



                   8

                   6

                   4

                   2

                   0
                         1984            1994          2007

                       Agglomeration Index      Official CSA
Travel time 1984
Travel time 1994
Travel time 2007
Percentage of Population by Travel Time to
       Agglomerations of 50,000 or more People


               <1      1-3     3-5     5-10    > 10
             Hour    Hours   Hours    Hours   Hours

Ethiopia
1984          6.74    1.96    9.22    41.77    40.31

1994          8.38    6.44   18.19    35.96    31.03

2007         12.48   23.56   25.73    26.03    12.20
Agglomeration Index 1984

In 1984, Addis Ababa and
other larger cities were
primarily confined to its city
administrative boundaries.

There were only a few cities
with greater than 50,000
people

Limited road networks and
more dispersed population
characterized the
demographic landscape.
Agglomeration Index 1994
By 1994, Ethiopia’s cities grew,
and the country’s
transportation network
expanded

Urban corridors were formed
from Addis to the Southeast

Population growth and
improved transportation
infrastructure facilitated
linkages to form an urban
network between Oromiya
and SNNP regions.
By 2007, urban linkages were         Agglomeration Index 2007
clearly visible throughout Oromia,
SNNP, and Amhara regions.

Addis Ababa expanded to connect
Sebeta and Bishoftu, and Asela in
the South.

Addis Ababa also connected to
Ambo in the west, and Debre
Berhan in the east

Linkages between Arba Minch and
Sodo were also forming

Jimma had grown into a
southwestern hub with
opportunities to link with Nekemte
to the north.
Ethiopia: Percent Population connected to
                                 Urban Agglomeration
                       45                                                                   60%
                       40
                                                                                            50%
                       35
                       30                                                                   40%
Millions of People




                       25
                                                                                            30%
                       20
                       15                                                                   20%
                       10
                                                                                            10%
                        5
                       -                                                                    0%
                                     1984                1997             2007

                              Under 1 hour         1- 3 hours   Share of Total Population
                     Source: Schmidt and Kedir (2009)
Ethiopia: Electricity Generation Capacity
                                                            1958 to 2011*
                                       2000                                                        25
                                       1800

                                       1600                                                        20
                megawatts (mn watts)


                                       1400




                                                                                                           watts/person
                                       1200                                                        15

                                       1000

                                        800                                                        10

                                        600
                                        400                                                        5
                                        200

                                          0                                                        0
                                              1958
                                              1961
                                              1964
                                              1967
                                              1970
                                              1973
                                              1976
                                              1979
                                              1982
                                              1985
                                              1988
                                              1991
                                              1994
                                              1997
                                              2000
                                              2003
                                              2006
                                              2009
                                         Total Installed Capacity   Non-Hydro Capacity   Capacity/capita

Source: Calculated using CSA Survey of Manufacturing (various years) and Ethiopian Electric Power Corporation data.

  • Large investments in hydroelectric power: increased electricity
    generating capacity 29-fold between 1960’s and 2011, increase of 8.9
    times on a per capita basis.
Electricity use

• Survey evidence suggests that productivity effects of
  electrification could be very large (output per worker)

• Small-scale handlooms in SNNPR: productivity per
  worker is about 40 percent higher for electrified versus
  non-electrified (Ayele et al., 2009)

• In electrified villages, producers work longer hours, firms
  share workspaces with electric lights and lower cost
Ethiopia: Fixed Line and Cellular Telephones - 2003 to 2010
                         10
                         9
                         8
                         7
                         6
            (millions)




                         5
                         4
                         3
                         2
                         1
                         0
                              2003           2008       2009 (plan)   2010 (plan)

                                     Cellular Phones   Fixed Lines



• Fixed telephone line infrastructure more than doubled from 2003 – 2008
• Cell phone subscription increased from 50,000 in 2003 to 3.16 million
  subscribers in 2008
Ethiopia: Fixed Line and Cellular Telephones
                     2003 to 2010
                                                                          2009     2010
                                                      2003      2008    (plan)   (plan)
     Main (fixed) telephone lines
     Ethiopia                                           405       909   3,000    4,400
     Africa                                           9,553    10,617    ---      ---

     Mobile cellular subscriptions ('000s)
     Ethiopia                                         51        3,168   7,500    9,900
     Africa                                       35,251      245,608    ---      ---

     Mobile cellular subscriptions (per 100 people)
     Ethiopia (share of total population)               0.1       3.9      9.0    11.5
     Ethiopia (share in connected area)                 0.1       5.3     ---     ---
     Africa (share in connected area)                   3.7      32.5     ---     ---
• Infrastructure plans report that cell phone subscriptions more than doubled
  from 2008 to 2009, and estimates of users continue to increase in future
  years.
• Compared to SSA, Ethiopia falls behind: Share of population in connected area
  is 5.3 percent in Ethiopia compared to 32.5 percent of the population in SSA
Rural – Urban Expenditure and Welfare
           Poverty Incidence
             50
             48
             46
             44
             42
 (percent)




             40
             38
             36
             34
             32
             30
                  1995/96   1999/00      2004/05

                    Rural   Urban     Total
Ethiopia Food Security Index
  90.0
  80.0
  70.0
  60.0
                                                                                                            Large
  50.0
                                                                                                            Urban
  40.0
                                                                                                            Small
  30.0                                                                                                      Urban
  20.0                                                                                                      Rural
  10.0
   0.0
            2000       2005        2000       2005       2000        2005       2000       2005
         Prevalence of Calorie   Prevalence of    Under 5 mortality rateEthiopia Food Security
          Undernourishment underweight among                                    Index
                               children < 5 years

Source: Household Income Consumption Expenditure Survey, and the Demographic and Health Survey from
1999/2000 and 2004/05
*The calculated calorie-based undernutrition for Ethiopia is based on the undernourishment cutoff of 1,990
kilocalories per day
**Proportion of underweight children less than five years of age is calculated as a weight-for-age was less than two
standard deviations
Ethiopia’s Industrial Sector: Growth and
                     Constraints
• Industrial growth has occurred primarily from trading companies
  converting to manufacturing, rather than from small and medium
  firms converting to large enterprises.

• Credit constraints
   – In 2007 the government imposed tight lending controls on private
     banks in an effort to curb speculative investments and inflation. In
     general, only large firms were able to access bank capital.

• Uncertainty
   – There are almost no secondhand markets in machinery and
     equipment in Ethiopia, which contributes to irreversibility of decision
     making.
   – Possible disruption in electricity also raises risks, as productivity per
     work is strongly linked to electricity (Ayele et al. 2009).
   – Both electricity supply and the proxy measure of irreversibility have a
     statistically significant negative effect of on investment decisions in
     Ethiopian manufacturing (Shiferaw, 2009).
Land Policies and Migration
• Regional governments' proclamations restrict access to
  rural land by prescribing the need to be a rural resident in
  that particular region as a condition for acquiring rural land
  free of charge.

• No right to transfer land right on sale or in exchange with
  another property

• No easy transferability of land rights: transfer of use right in
  the form of inheritance and donation is allowed only to the
  right holder's family members who are residing in the rural
  kebele and are engaged or wish to engage in agriculture.

• These policies inhibit migration from rural areas – hinder
  labor mobility.
Concluding observations
• Rural – Urban connectivity has increased dramatically over
  the last several decades
   – Upgraded and maintained transportation corridors and
     increased density on these corridors
   – New cities were created and economically viable cities
     have experienced large growth (count and density)
   – Dramatic increase in electricity production and cell phone
     subscription

• Ethiopia’s level of development affects urban transition
   – Lack sufficiently large non-farm population to generate
     enough demand for its own agricultural products
   – Unless farmers can respond to demand from urban
     consumers, through access to credit, labor and inputs,
     local markets are limited to low-level transactions
Concluding Observations
• Population in large cities: ample space to expand and grow its
  primary and secondary cities
   – 4 percent of the total population lives in the three largest cities
   – 5.4 percent live in towns greater than 20,000 people

• Migration/agglomeration are potential sources of growth

• But without supporting investments, there is an “urbanization
  of poverty” and rising urban inequality

• Land and Migration Regulations:
   – Easing of regulations?
      • Prohibition of sale of land, loss of land rights for those
        who leave rural areas
      • Registration requirements for new migrants
Concluding Observations
• Urbanization and industrialization are a crucial part of
  development and accelerating growth.
   – Urbanization reduces the rural-urban divide
   – Facilitate increases in economic density to create small town networks for
     rural service provision (healthcare, education, etc.)

• However, given:
   – Low levels of GDP/capita in Ethiopia
   – A high concentration of poverty in rural areas
   – Realistic prospects for increasing agricultural productivity and
     production

• Ethiopia should NOT neglect agriculture, if these countries are to
  rapidly increase food security and reduce poverty

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Rural Urban Transformation and Agglomeration linkages in Ethiopia

  • 1. Rural Urban Transformation and Agglomeration linkages in Ethiopia Emily Schmidt Seminar: DFID – Ethiopia October 23, 2012
  • 2. Presentation outline 1. Ethiopia’s Changing Economic Landscape – Structural shift of the economy (declining share of agriculture) – Spatial (urbanization) – Infrastructure (expanding road networks) – Electricity generation and use – Telecommunications (mobile phones and internet) 2. Key policies – Land policies – Industrial growth and constraints 3. Concluding Observations
  • 3. Ethiopia Economic Structure: 1999/00 – 2008/09 140 52 120 50 billion (1999/2000) Birr Agric Share of GDP (%) 100 48 80 46 60 44 40 42 20 40 0 38 (2008/09) 1999/00 2000/01 2001/02 2002/03 2003/04 2004/05 2005/06 2006/07 2007/08 Agriculture Industry Electricity and Water Construction Other Private Services Public Administration Agric Share of GDP Source: Calculated from World Bank, World Development Indicators data. • Ethiopia’s share of agriculture in GDP in 2006 was highest in the world (48%) • More than double the average for low income countries (20%) • Ag share of GDP decreasing, but real ag GDP growth averaged 6.2%
  • 4. Agricultural Share in GDP in East African Countries, 1980-2008 80 70 60 Share of GDP (%) Ethiopia 50 Kenya 40 Uganda 30 Expon. (Ethiopia) 20 Expon. (Kenya) 10 Expon. (Uganda) 0 1980 1982 1988 1990 1992 1994 1996 1998 2000 2002 2008 1984 1986 2004 2006 Source: Calculated from World Bank, World Development Indicators data. • Striking difference between Ethiopia’s overwhelmingly agriculture-dominant economy and the economies of most other developing countries.
  • 5. Urban Economic Theory • As economy grows, structure and location of economic activity tends to move more towards diversified economy with larger urban industrial and services sectors (Kuznets, 1950’s) • New innovations in urban sector, increases in urban labor productivity and wages, make secondary cities make an attractive supplement (substitute to onfarm generation) • Ethiopia launched ADLI (1994/94): focused on increasing productivity of smallholder farmers through use of fertilizer and improved seeds, infrastructure, public services. – Agricultural growth induced by ADLI interventions would spur industrialization (agricultural input and processing industries, and consumer goods to higher household incomes and increased spending)
  • 6. Ethiopia: comparatively slow transition • Unique Biophysical Landscape – Agricultural production is characterized by fragmented and dispersed land holdings average plot size is 0.8 hectares) • Limited Transportation Infrastructure • Level of development as function of urbanization • Political landscape and evolution of agricultural policies (Monarchic, Derg, Present Government)
  • 7. Ethiopia: Urbanization Official Agglomeration Estimate Index (percent) (percent) 1984 11.4% 3.7% 1994 13.7% 7.1% 2007 15.9% 14.2% (mns people) (mns people) 1984 4.55 1.48 1994 7.33 3.80 2007 11.72 10.50 (growth rate) (growth rate) 1984-1994 4.9% 9.9% 1994-2007 3.7% 8.1% 1984-2007 4.2% 8.9% Ethiopia remains one of least urbanized countries in SSA, but Ethiopia is urbanizing faster than people think!!!
  • 8. Ethiopia: Alternative Urbanization Estimates 14 12 10 (millions) 8 6 4 2 0 1984 1994 2007 Agglomeration Index Official CSA
  • 12. Percentage of Population by Travel Time to Agglomerations of 50,000 or more People <1 1-3 3-5 5-10 > 10 Hour Hours Hours Hours Hours Ethiopia 1984 6.74 1.96 9.22 41.77 40.31 1994 8.38 6.44 18.19 35.96 31.03 2007 12.48 23.56 25.73 26.03 12.20
  • 13. Agglomeration Index 1984 In 1984, Addis Ababa and other larger cities were primarily confined to its city administrative boundaries. There were only a few cities with greater than 50,000 people Limited road networks and more dispersed population characterized the demographic landscape.
  • 14. Agglomeration Index 1994 By 1994, Ethiopia’s cities grew, and the country’s transportation network expanded Urban corridors were formed from Addis to the Southeast Population growth and improved transportation infrastructure facilitated linkages to form an urban network between Oromiya and SNNP regions.
  • 15. By 2007, urban linkages were Agglomeration Index 2007 clearly visible throughout Oromia, SNNP, and Amhara regions. Addis Ababa expanded to connect Sebeta and Bishoftu, and Asela in the South. Addis Ababa also connected to Ambo in the west, and Debre Berhan in the east Linkages between Arba Minch and Sodo were also forming Jimma had grown into a southwestern hub with opportunities to link with Nekemte to the north.
  • 16. Ethiopia: Percent Population connected to Urban Agglomeration 45 60% 40 50% 35 30 40% Millions of People 25 30% 20 15 20% 10 10% 5 - 0% 1984 1997 2007 Under 1 hour 1- 3 hours Share of Total Population Source: Schmidt and Kedir (2009)
  • 17. Ethiopia: Electricity Generation Capacity 1958 to 2011* 2000 25 1800 1600 20 megawatts (mn watts) 1400 watts/person 1200 15 1000 800 10 600 400 5 200 0 0 1958 1961 1964 1967 1970 1973 1976 1979 1982 1985 1988 1991 1994 1997 2000 2003 2006 2009 Total Installed Capacity Non-Hydro Capacity Capacity/capita Source: Calculated using CSA Survey of Manufacturing (various years) and Ethiopian Electric Power Corporation data. • Large investments in hydroelectric power: increased electricity generating capacity 29-fold between 1960’s and 2011, increase of 8.9 times on a per capita basis.
  • 18. Electricity use • Survey evidence suggests that productivity effects of electrification could be very large (output per worker) • Small-scale handlooms in SNNPR: productivity per worker is about 40 percent higher for electrified versus non-electrified (Ayele et al., 2009) • In electrified villages, producers work longer hours, firms share workspaces with electric lights and lower cost
  • 19. Ethiopia: Fixed Line and Cellular Telephones - 2003 to 2010 10 9 8 7 6 (millions) 5 4 3 2 1 0 2003 2008 2009 (plan) 2010 (plan) Cellular Phones Fixed Lines • Fixed telephone line infrastructure more than doubled from 2003 – 2008 • Cell phone subscription increased from 50,000 in 2003 to 3.16 million subscribers in 2008
  • 20. Ethiopia: Fixed Line and Cellular Telephones 2003 to 2010 2009 2010 2003 2008 (plan) (plan) Main (fixed) telephone lines Ethiopia 405 909 3,000 4,400 Africa 9,553 10,617 --- --- Mobile cellular subscriptions ('000s) Ethiopia 51 3,168 7,500 9,900 Africa 35,251 245,608 --- --- Mobile cellular subscriptions (per 100 people) Ethiopia (share of total population) 0.1 3.9 9.0 11.5 Ethiopia (share in connected area) 0.1 5.3 --- --- Africa (share in connected area) 3.7 32.5 --- --- • Infrastructure plans report that cell phone subscriptions more than doubled from 2008 to 2009, and estimates of users continue to increase in future years. • Compared to SSA, Ethiopia falls behind: Share of population in connected area is 5.3 percent in Ethiopia compared to 32.5 percent of the population in SSA
  • 21. Rural – Urban Expenditure and Welfare Poverty Incidence 50 48 46 44 42 (percent) 40 38 36 34 32 30 1995/96 1999/00 2004/05 Rural Urban Total
  • 22. Ethiopia Food Security Index 90.0 80.0 70.0 60.0 Large 50.0 Urban 40.0 Small 30.0 Urban 20.0 Rural 10.0 0.0 2000 2005 2000 2005 2000 2005 2000 2005 Prevalence of Calorie Prevalence of Under 5 mortality rateEthiopia Food Security Undernourishment underweight among Index children < 5 years Source: Household Income Consumption Expenditure Survey, and the Demographic and Health Survey from 1999/2000 and 2004/05 *The calculated calorie-based undernutrition for Ethiopia is based on the undernourishment cutoff of 1,990 kilocalories per day **Proportion of underweight children less than five years of age is calculated as a weight-for-age was less than two standard deviations
  • 23. Ethiopia’s Industrial Sector: Growth and Constraints • Industrial growth has occurred primarily from trading companies converting to manufacturing, rather than from small and medium firms converting to large enterprises. • Credit constraints – In 2007 the government imposed tight lending controls on private banks in an effort to curb speculative investments and inflation. In general, only large firms were able to access bank capital. • Uncertainty – There are almost no secondhand markets in machinery and equipment in Ethiopia, which contributes to irreversibility of decision making. – Possible disruption in electricity also raises risks, as productivity per work is strongly linked to electricity (Ayele et al. 2009). – Both electricity supply and the proxy measure of irreversibility have a statistically significant negative effect of on investment decisions in Ethiopian manufacturing (Shiferaw, 2009).
  • 24. Land Policies and Migration • Regional governments' proclamations restrict access to rural land by prescribing the need to be a rural resident in that particular region as a condition for acquiring rural land free of charge. • No right to transfer land right on sale or in exchange with another property • No easy transferability of land rights: transfer of use right in the form of inheritance and donation is allowed only to the right holder's family members who are residing in the rural kebele and are engaged or wish to engage in agriculture. • These policies inhibit migration from rural areas – hinder labor mobility.
  • 25. Concluding observations • Rural – Urban connectivity has increased dramatically over the last several decades – Upgraded and maintained transportation corridors and increased density on these corridors – New cities were created and economically viable cities have experienced large growth (count and density) – Dramatic increase in electricity production and cell phone subscription • Ethiopia’s level of development affects urban transition – Lack sufficiently large non-farm population to generate enough demand for its own agricultural products – Unless farmers can respond to demand from urban consumers, through access to credit, labor and inputs, local markets are limited to low-level transactions
  • 26. Concluding Observations • Population in large cities: ample space to expand and grow its primary and secondary cities – 4 percent of the total population lives in the three largest cities – 5.4 percent live in towns greater than 20,000 people • Migration/agglomeration are potential sources of growth • But without supporting investments, there is an “urbanization of poverty” and rising urban inequality • Land and Migration Regulations: – Easing of regulations? • Prohibition of sale of land, loss of land rights for those who leave rural areas • Registration requirements for new migrants
  • 27. Concluding Observations • Urbanization and industrialization are a crucial part of development and accelerating growth. – Urbanization reduces the rural-urban divide – Facilitate increases in economic density to create small town networks for rural service provision (healthcare, education, etc.) • However, given: – Low levels of GDP/capita in Ethiopia – A high concentration of poverty in rural areas – Realistic prospects for increasing agricultural productivity and production • Ethiopia should NOT neglect agriculture, if these countries are to rapidly increase food security and reduce poverty