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Rise of Medium-Scale Farms in Africa:
Causes and Consequences of Changing
Farm Size Distributions
Milu Muyanga, T.S. Jayne, Kwame Yeboah, Jordan Chamberlin,
Ayala Wineman, Ward Anseeuw, Antony Chapoto, Nicholas Sitko
Presentation at the Global Donor Working Group on Land side on “The
Impact of Increasing Capital Flows to Rural Areas: Experiences in Sub-Saharan
Africa” during the 44 Committee on World Food Security (CFS)
October 9, 2017
Rome, Italy
Acknowledgements: The work highlighted here is
jointly funded through the generous support of the
American people through the United States Agency for
International Development (USAID) under the Food
Security Policy Innovation Lab and by the Bill and
Melinda Gates Foundation under the Guiding
Investments in Sustainable Agricultural Intensification
Grant to MSU.
Outline
1. Document how rapidly farm
structure is changing
2. Characteristics of MS farmers
3. Causes
4. Consequences
5. Implications
3
Outline
1. Document how rapidly farm
structure is changing
2. Characteristics of MS farmers
3. Causes
4. Consequences
5. Implications
4
Farm size
Number of farms (% of total) % growth in 
number of farms 
between initial 
and latest year
% of total operated 
land on farms between 
0‐100 ha
2008 2012 2008 2012
0 – 5 ha 5,454,961 (92.8) 6,151,035 (91.4) 12.8 62.4 56.3
5 – 10 ha 300,511  (5.1) 406,947  (6.0) 35.4 15.9 18.0
10 – 20 ha 77,668  (1.3) 109,960  (1.6) 41.6 7.9 9.7
20 – 100 ha 45,700  (0.7) 64,588  (0.9) 41.3 13.8 16.0
Total 5,878,840 (100%) 6,732,530 (100%)  14.5 100.0 100.0
Changes in farm structure in Tanzania (2008-2012),
LSMS/National Panel Surveys
- 6.1%
+ 6.1%
Source: Ghana GLSS Surveys, 1992, 2013, Jayne et al., 2016, using data from Ghana GLSS Surveys I and IV.
Changes in farm structure in Ghana
(1992-2013)
Ghana
Number of farms
% growth in 
number of 
farms 
% of total cultivated 
area
1992 2013 1992 2013
0‐2 ha 1,458,540 1,582,034 8.5 25.1 14.2
2‐5 ha 578,890 998,651 72.5 35.6 31.3
5‐10 ha 116,800 320,411 174.3 17.2 22.8
10‐20 ha 38,690 117,722 204.3 11.0 16.1
20‐100 ha 18,980 37,421 97.2 11.1 12.2
>100 ha ‐‐ 1,740 ‐ ‐‐ 3.5
Total 2,211,900 3,057,978 38.3 100 100
51.1%
Farm size 
category
Number of farms % growth in 
number of farms 
% of total cultivated area
2001 2012 2001 2012
0 – 2 ha 638,118 748,771 17.3 34.1 16.2
2 – 5 ha 159,039 418,544 163.2 45 31.7
5 – 10 ha 20,832 165,129 692.6 14.3 25.0
10 – 20 ha 2,352 53,454 2272.7 6.6 15.0
20 – 100 ha ‐‐ 13,839 na ‐‐ 12.1
Total 820,341 1,399,737 100 100
52.1%
Source: Zambia MAL Crop Forecast Surveys, 2001 and 2012
Changes in farm structure in Zambia
(2001-2012)
Changes in farm size distributions:
Summary
1. Number of small farms growing slowly
2. Share of area under small farms declining
3. Number of medium-scale farms growing
rapidly
4. Share of area under medium-scale growing,
and currently over 40% of farm holdings (>
25% of cultivated area)
8
Outline
1. Document how rapidly farm
structure is changing
2. Characteristics of MS farmers
3. Causes
4. Consequences
5. Implications
9
Rise of the medium-scale farmers
Rise of the medium-scale farmers
Rise of the medium-scale
farmers
% of National Landholdings held by
Urban Households
26.8%
22.0%
11.2%
18.3%
10.9% 11.8%
32.7%
16.8%
22.0%
0%
5%
10%
15%
20%
25%
30%
35%
2008 2009 2004 2010 2010 2004/2005 2010 2007 2013/2014
Ghana Kenya Malawi Rwanda Tanzania Zambia
Source: Demographic and Health Surveys, various years between 2004-2014.
Type 1: Urban-based investor farmer
Mode of entry to medium‐scale farming 
status: acquire farm using non‐farm income  
Zambia Kenya
(n=164) (n=180)
% of cases 58 60
% men 91.4 80
Year of birth 1960 1947
Years of education of head 11 12.7
Have held a job other than farmer (%) 100 83.3
Formerly /currently employed by the 
public sector (%)
59.6 56.7
Current landholding size (ha) 74.9 50.1
% of land currently under cultivation 24.7 46.6
Decade when land was acquired
1969 or earlier 1.1 6
1970‐79 5.1 18
1980‐89 7.4 20
1990‐99 23.8 32
2000 or later 63.4 25
Source: MSU, UP, and ReNAPRI Retrospective Life History Surveys, 2015
Outline
1. Document how rapidly farm
structure is changing
2. Characteristics of MS farmers
3. Causes
4. Consequences
5. Implications
15
Causes of changing farm size
distributions
1. Rise in world food prices – heightened investor
interest in farmland
2. Urban farmer capture of land policy / farm lobbies
3. Rapid population growth
• Fragmentation/subdivision in areas of favorable mkt
access
• Land inheritance declining
• Rising land scarcity  land markets  rising land prices
• Rising challenges of youth access to land  migration
16
Sub-Saharan Africa: only region of world where rural
population continues to rise past 2050
17
Source: UN 2013
China
India
Other South Asia
South‐East Asia
Sub‐Saharan 
Africa
0
100
200
300
400
500
600
700
800
900
1000
1950
1955
1960
1965
1970
1975
1980
1985
1990
1995
2000
2005
2010
2015
2020
2025
2030
2035
2040
2045
2050
Total Rural Population (millions)
Output and factor price indices, northern Tanzania
18
80
90
100
110
120
130
140
150
160
170
180
2008/9 2010/11 2012/13
Price index (2008/9=100)
Agricultural wage
(TSH/day)
Land rental rate
(TSH/ha)
Maize (TSH/kg)
Output and factor price indices, western
Tanzania
19
60
100
140
180
220
260
300
2008/9 2010/11 2012/13
Adjusted price (2008/9=100)
Agricultural wage
(TSH/day)
Land rental rate
(TSH/ha)
Maize (TSH/kg)
Output and factor price indices, rural
Malawi, 2004-2013
0
50
100
150
200
250
300
350
400
450
2004 2005 2010 2013
Adjusted price (2004=100)
Rental rate
(MWK/ha)
Agricultural wage
(MWK/day)
MWK/kg urea
MWK/kg maize
Sources: IHS for land and wages; FEWSNET for urea and maize
Outline
1. Document how rapidly farm
structure is changing
2. Characteristics of MS farmers
3. Causes
4. Consequences
5. Implications
21
Consequences of changing farm size
distributions (+++)
1. Rising use of mechanization
2. More capital using/labor-saving forms of agricultural
production
3. Medium-scale farm contributing a large share of marketed
grains- Kenya, Tanzania, Zambia
• Selling to large grain traders
• Higher prices due to reduced transaction costs
4. Productivity differences between small and medium-scale
farms – limited evidence
• But reasons to believe that capitalized and educated MS farms will
be more productive
22
Consequences of changing farm size
distributions (---)
5. Growing land scarcity driven by middle/high income
urban people seeking to acquire land – not just for land
• Speculation, housing/properties, farming
• Rise of new towns converting formerly remote land into valued
property
6. Rising inequality of farmland distribution
• Some displacement
• Rising land prices  straining youth access to land
23
Nominal value of tractor imports to Sub-Saharan
Africa (excluding South Africa), 2001-2015
24
$-
$100,000
$200,000
$300,000
$400,000
$500,000
$600,000
2001 2003 2005 2007 2009 2011 2013 2015
Nominalvalueofimportsin‘000US$
Sub-Saharan Africa Southern Africa North Eastern Africa
Western Africa Linear (Sub-Saharan Africa)
Source: vanderWesthuisen, forthcoming
Nominal value of tractor imports in selective Sub-
Saharan African countries (2001-2015)
25
$-
$10,000
$20,000
$30,000
$40,000
$50,000
$60,000
$70,000
$80,000
$90,000
$100,000
2001 2003 2005 2007 2009 2011 2013 2015
ValueofImports:US$Thousand
Ghana Nigeria Kenya Tanzania Zambia
Linear (Ghana) Linear (Nigeria) Linear (Kenya) Linear (Tanzania) Linear (Zambia)
Source: vanderWesthuisen, forthcoming
GINI coefficients in farm landholding
26
Period Movement in Gini
coefficient:
Ghana (cult. area) (GLSS) 1992  2013 0.54  0.70
Kenya (cult. area) (KIHBS) 1994  2006 0.51  0.55
Tanzania (landholdings)
(LSMS)
2008  2012 0.63  0.69
Tanzania (area controlled)
(ASCS)
2008 0.89
Zambia (landholding)
(CFS)
2001  2012 0.42  0.49
Source: Jayne et al. 2014 (JIA)
Outline
1. Document how rapidly farm
structure is changing
2. Characteristics of MS farmers
3. Causes
4. Consequences
5. Implications
27
Implications for policy
1. The “transition” issue
• How to transform African economies from current
situation to more diversified and productive economies
2. Agricultural productivity growth will be the
cornerstone of any comprehensive youth
livelihoods strategy:
– Ag productivity growth influences
• Pace of labor force exit out of farming
• Labor productivity in broader economy
Implications for policy (cont.)
3. Agricultural sector policies must anticipate
and respond to:
– Rising land prices, decline of inheritance,
market as increasingly important mode of
acquiring land
– Resources needed for youth to succeed in
farming (access to land, finance, etc.)
– Distinguish between “trying to keep youth in
agriculture” vs. “giving youth viable choices”
Major challenges/research issues for land
policies: How to effectively
1. Strengthen land use planning to identify surplus
agricultural land that can be allocated to investors
without displacing local people
2. Encourage access to unutilized land to those who
can raise agricultural productivity
3. Provide stronger land rights for women: while
many African countries have new laws
recognizing gender equality, implementation is
weak, especially given continued dominance of
customary practices, which tend to discriminate
against women
Thank
You
31

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The rise of medium-scale farms in Africa: Causes and consequences of changing farm size distributions

  • 1. Rise of Medium-Scale Farms in Africa: Causes and Consequences of Changing Farm Size Distributions Milu Muyanga, T.S. Jayne, Kwame Yeboah, Jordan Chamberlin, Ayala Wineman, Ward Anseeuw, Antony Chapoto, Nicholas Sitko Presentation at the Global Donor Working Group on Land side on “The Impact of Increasing Capital Flows to Rural Areas: Experiences in Sub-Saharan Africa” during the 44 Committee on World Food Security (CFS) October 9, 2017 Rome, Italy
  • 2. Acknowledgements: The work highlighted here is jointly funded through the generous support of the American people through the United States Agency for International Development (USAID) under the Food Security Policy Innovation Lab and by the Bill and Melinda Gates Foundation under the Guiding Investments in Sustainable Agricultural Intensification Grant to MSU.
  • 3. Outline 1. Document how rapidly farm structure is changing 2. Characteristics of MS farmers 3. Causes 4. Consequences 5. Implications 3
  • 4. Outline 1. Document how rapidly farm structure is changing 2. Characteristics of MS farmers 3. Causes 4. Consequences 5. Implications 4
  • 5. Farm size Number of farms (% of total) % growth in  number of farms  between initial  and latest year % of total operated  land on farms between  0‐100 ha 2008 2012 2008 2012 0 – 5 ha 5,454,961 (92.8) 6,151,035 (91.4) 12.8 62.4 56.3 5 – 10 ha 300,511  (5.1) 406,947  (6.0) 35.4 15.9 18.0 10 – 20 ha 77,668  (1.3) 109,960  (1.6) 41.6 7.9 9.7 20 – 100 ha 45,700  (0.7) 64,588  (0.9) 41.3 13.8 16.0 Total 5,878,840 (100%) 6,732,530 (100%)  14.5 100.0 100.0 Changes in farm structure in Tanzania (2008-2012), LSMS/National Panel Surveys - 6.1% + 6.1%
  • 6. Source: Ghana GLSS Surveys, 1992, 2013, Jayne et al., 2016, using data from Ghana GLSS Surveys I and IV. Changes in farm structure in Ghana (1992-2013) Ghana Number of farms % growth in  number of  farms  % of total cultivated  area 1992 2013 1992 2013 0‐2 ha 1,458,540 1,582,034 8.5 25.1 14.2 2‐5 ha 578,890 998,651 72.5 35.6 31.3 5‐10 ha 116,800 320,411 174.3 17.2 22.8 10‐20 ha 38,690 117,722 204.3 11.0 16.1 20‐100 ha 18,980 37,421 97.2 11.1 12.2 >100 ha ‐‐ 1,740 ‐ ‐‐ 3.5 Total 2,211,900 3,057,978 38.3 100 100 51.1%
  • 7. Farm size  category Number of farms % growth in  number of farms  % of total cultivated area 2001 2012 2001 2012 0 – 2 ha 638,118 748,771 17.3 34.1 16.2 2 – 5 ha 159,039 418,544 163.2 45 31.7 5 – 10 ha 20,832 165,129 692.6 14.3 25.0 10 – 20 ha 2,352 53,454 2272.7 6.6 15.0 20 – 100 ha ‐‐ 13,839 na ‐‐ 12.1 Total 820,341 1,399,737 100 100 52.1% Source: Zambia MAL Crop Forecast Surveys, 2001 and 2012 Changes in farm structure in Zambia (2001-2012)
  • 8. Changes in farm size distributions: Summary 1. Number of small farms growing slowly 2. Share of area under small farms declining 3. Number of medium-scale farms growing rapidly 4. Share of area under medium-scale growing, and currently over 40% of farm holdings (> 25% of cultivated area) 8
  • 9. Outline 1. Document how rapidly farm structure is changing 2. Characteristics of MS farmers 3. Causes 4. Consequences 5. Implications 9
  • 10. Rise of the medium-scale farmers
  • 11. Rise of the medium-scale farmers
  • 12. Rise of the medium-scale farmers
  • 13. % of National Landholdings held by Urban Households 26.8% 22.0% 11.2% 18.3% 10.9% 11.8% 32.7% 16.8% 22.0% 0% 5% 10% 15% 20% 25% 30% 35% 2008 2009 2004 2010 2010 2004/2005 2010 2007 2013/2014 Ghana Kenya Malawi Rwanda Tanzania Zambia Source: Demographic and Health Surveys, various years between 2004-2014.
  • 14. Type 1: Urban-based investor farmer Mode of entry to medium‐scale farming  status: acquire farm using non‐farm income   Zambia Kenya (n=164) (n=180) % of cases 58 60 % men 91.4 80 Year of birth 1960 1947 Years of education of head 11 12.7 Have held a job other than farmer (%) 100 83.3 Formerly /currently employed by the  public sector (%) 59.6 56.7 Current landholding size (ha) 74.9 50.1 % of land currently under cultivation 24.7 46.6 Decade when land was acquired 1969 or earlier 1.1 6 1970‐79 5.1 18 1980‐89 7.4 20 1990‐99 23.8 32 2000 or later 63.4 25 Source: MSU, UP, and ReNAPRI Retrospective Life History Surveys, 2015
  • 15. Outline 1. Document how rapidly farm structure is changing 2. Characteristics of MS farmers 3. Causes 4. Consequences 5. Implications 15
  • 16. Causes of changing farm size distributions 1. Rise in world food prices – heightened investor interest in farmland 2. Urban farmer capture of land policy / farm lobbies 3. Rapid population growth • Fragmentation/subdivision in areas of favorable mkt access • Land inheritance declining • Rising land scarcity  land markets  rising land prices • Rising challenges of youth access to land  migration 16
  • 17. Sub-Saharan Africa: only region of world where rural population continues to rise past 2050 17 Source: UN 2013 China India Other South Asia South‐East Asia Sub‐Saharan  Africa 0 100 200 300 400 500 600 700 800 900 1000 1950 1955 1960 1965 1970 1975 1980 1985 1990 1995 2000 2005 2010 2015 2020 2025 2030 2035 2040 2045 2050 Total Rural Population (millions)
  • 19. Output and factor price indices, western Tanzania 19 60 100 140 180 220 260 300 2008/9 2010/11 2012/13 Adjusted price (2008/9=100) Agricultural wage (TSH/day) Land rental rate (TSH/ha) Maize (TSH/kg)
  • 20. Output and factor price indices, rural Malawi, 2004-2013 0 50 100 150 200 250 300 350 400 450 2004 2005 2010 2013 Adjusted price (2004=100) Rental rate (MWK/ha) Agricultural wage (MWK/day) MWK/kg urea MWK/kg maize Sources: IHS for land and wages; FEWSNET for urea and maize
  • 21. Outline 1. Document how rapidly farm structure is changing 2. Characteristics of MS farmers 3. Causes 4. Consequences 5. Implications 21
  • 22. Consequences of changing farm size distributions (+++) 1. Rising use of mechanization 2. More capital using/labor-saving forms of agricultural production 3. Medium-scale farm contributing a large share of marketed grains- Kenya, Tanzania, Zambia • Selling to large grain traders • Higher prices due to reduced transaction costs 4. Productivity differences between small and medium-scale farms – limited evidence • But reasons to believe that capitalized and educated MS farms will be more productive 22
  • 23. Consequences of changing farm size distributions (---) 5. Growing land scarcity driven by middle/high income urban people seeking to acquire land – not just for land • Speculation, housing/properties, farming • Rise of new towns converting formerly remote land into valued property 6. Rising inequality of farmland distribution • Some displacement • Rising land prices  straining youth access to land 23
  • 24. Nominal value of tractor imports to Sub-Saharan Africa (excluding South Africa), 2001-2015 24 $- $100,000 $200,000 $300,000 $400,000 $500,000 $600,000 2001 2003 2005 2007 2009 2011 2013 2015 Nominalvalueofimportsin‘000US$ Sub-Saharan Africa Southern Africa North Eastern Africa Western Africa Linear (Sub-Saharan Africa) Source: vanderWesthuisen, forthcoming
  • 25. Nominal value of tractor imports in selective Sub- Saharan African countries (2001-2015) 25 $- $10,000 $20,000 $30,000 $40,000 $50,000 $60,000 $70,000 $80,000 $90,000 $100,000 2001 2003 2005 2007 2009 2011 2013 2015 ValueofImports:US$Thousand Ghana Nigeria Kenya Tanzania Zambia Linear (Ghana) Linear (Nigeria) Linear (Kenya) Linear (Tanzania) Linear (Zambia) Source: vanderWesthuisen, forthcoming
  • 26. GINI coefficients in farm landholding 26 Period Movement in Gini coefficient: Ghana (cult. area) (GLSS) 1992  2013 0.54  0.70 Kenya (cult. area) (KIHBS) 1994  2006 0.51  0.55 Tanzania (landholdings) (LSMS) 2008  2012 0.63  0.69 Tanzania (area controlled) (ASCS) 2008 0.89 Zambia (landholding) (CFS) 2001  2012 0.42  0.49 Source: Jayne et al. 2014 (JIA)
  • 27. Outline 1. Document how rapidly farm structure is changing 2. Characteristics of MS farmers 3. Causes 4. Consequences 5. Implications 27
  • 28. Implications for policy 1. The “transition” issue • How to transform African economies from current situation to more diversified and productive economies 2. Agricultural productivity growth will be the cornerstone of any comprehensive youth livelihoods strategy: – Ag productivity growth influences • Pace of labor force exit out of farming • Labor productivity in broader economy
  • 29. Implications for policy (cont.) 3. Agricultural sector policies must anticipate and respond to: – Rising land prices, decline of inheritance, market as increasingly important mode of acquiring land – Resources needed for youth to succeed in farming (access to land, finance, etc.) – Distinguish between “trying to keep youth in agriculture” vs. “giving youth viable choices”
  • 30. Major challenges/research issues for land policies: How to effectively 1. Strengthen land use planning to identify surplus agricultural land that can be allocated to investors without displacing local people 2. Encourage access to unutilized land to those who can raise agricultural productivity 3. Provide stronger land rights for women: while many African countries have new laws recognizing gender equality, implementation is weak, especially given continued dominance of customary practices, which tend to discriminate against women