africa’s changing farm structure and the employment challenge by thomas jayne

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AFRICA’S CHANGING FARM STRUCTURE AND THE EMPLOYMENT CHALLENGE T.S. Jayne, J. Chamberlin, D. Headey, A. Chapoto, M. Muyanga, N. Sitko Photo: Christiaensen and Demery (2007) Presentation at IFPRI Headquarters, Washington, DC, September 4, 2014

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Policy Seminar “Boserup and Beyond Mounting Land Pressures & Development Strategies in Africa” at IFPRI on 4 September 2014. Presentation by Thomas Jayne, Professor, International Development Agricultural, Food, and Resource Economics, Michigan State University.

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Page 1: Africa’s Changing Farm Structure and the Employment Challenge by Thomas Jayne

AFRICA’S CHANGING FARM STRUCTURE AND THE EMPLOYMENT CHALLENGE

T.S. Jayne, J. Chamberlin, D. Headey, A. Chapoto, M. Muyanga, N. Sitko

Photo: Christiaensen and Demery (2007)

Presentation at IFPRI Headquarters, Washington, DC, September 4, 2014

Page 2: Africa’s Changing Farm Structure and the Employment Challenge by Thomas Jayne

62% < 25 years old

Age pyramids, rural SSA, 2015

[0-4]

[5-9]

[10-14]

[15-19]

[20-24]

[25-29]

[30-34]

[35-39]

[40-44]

[45-49]

[50-54]

[55-59]

[60-64]

[65-69]

[70-74]

[75-79]

[80+]

-10% -8% -6% -4% -2% 0% 2% 4% 6% 8% 10%

Rural

Male Female

Source: UN Pop Council, 2013

Page 3: Africa’s Changing Farm Structure and the Employment Challenge by Thomas Jayne

Conclusion 1

Africa’s arable land is highly concentrated,

both between and within countries

Page 4: Africa’s Changing Farm Structure and the Employment Challenge by Thomas Jayne

Non-forested unutilized land1

(million ha)Proportion Cumulative

Proportion

DRC 84.8 46.5% 46.5%Angola 18.9 10.4% 56.9%Congo 12.9 7.1% 63.9%Zambia 10.8 5.9% 69.9%Cameroon 10.5 5.7% 75.6%Mozambique 9.0 4.9% 80.5%CAR 7.1 3.9% 84.4%Gabon 6.5 3.6% 88.0%Sudan 5.8 3.2% 91.2%

Rest of Africa (n=45) 8.8% 100.0%

Nine countries contain 90% of Africa’s unutilized arable land

Page 5: Africa’s Changing Farm Structure and the Employment Challenge by Thomas Jayne

Clustering of rural populations: Zambia

Page 6: Africa’s Changing Farm Structure and the Employment Challenge by Thomas Jayne

Clustering of rural populations: Kenya

Page 7: Africa’s Changing Farm Structure and the Employment Challenge by Thomas Jayne

Conclusion 2

Rapid rise of medium-scale farmers (5-100 ha)

Page 8: Africa’s Changing Farm Structure and the Employment Challenge by Thomas Jayne

Table 2: Changes in farm structure among small- and medium-scale farmers in Zambia (2009 - 2012)

Landholding size Category

Number of farms % change

(2001-2012)

% of total farmland

Share of landholding

2001* 2009 2012 2009 2012 cultivated (2012)

0 – 2 ha 638,118 916,787 748,771 17.3% 24.1% 16.2% 91.2%

2 – 5 ha 159,039 366,628 418,544 163.2% 33.8% 31.7% 66.4%

5 – 10 ha 20,832 110,436 165,129 692.6% 20.3% 25.0% 49.5%

10 – 20 ha 2,352 35,898 53,454 2272.7% 12.3% 15.0% 36.7%

20 – 100 ha -- 9,030 13,839 53.3%** 9.5% 12.0% 10.9%

Total 820,341 1,438,779 1,399,737 70.6% 100.0% 100.0%

Source: Ministry of Agriculture Crop Forecast Surveys, 2009, 2012. *2001 figures are land under cultivation. ** Growth rate computed from 2009-2012 only. “na” means not available.

Page 9: Africa’s Changing Farm Structure and the Employment Challenge by Thomas Jayne

Table 2: Changes in farm structure among small- and medium-scale farmers in Zambia (2009 - 2012)

Landholding size Category

Number of farms % change

(2001-2012)

% of total farmland

Share of landholding

2001* 2009 2012 2009 2012 cultivated (2012)

0 – 2 ha 638,118 916,787 748,771 17.3% 24.1% 16.2% 91.2%

2 – 5 ha 159,039 366,628 418,544 163.2% 33.8% 31.7% 66.4%

5 – 10 ha 20,832 110,436 165,129 692.6% 20.3% 25.0% 49.5%

10 – 20 ha 2,352 35,898 53,454 2272.7% 12.3% 15.0% 36.7%

20 – 100 ha -- 9,030 13,839 53.3%** 9.5% 12.0% 10.9%

Total 820,341 1,438,779 1,399,737 70.6% 100.0% 100.0%

Source: Ministry of Agriculture Crop Forecast Surveys, 2009, 2012. *2001 figures are land under cultivation. ** Growth rate computed from 2009-2012 only. “na” means not available.

Page 10: Africa’s Changing Farm Structure and the Employment Challenge by Thomas Jayne

Table 2: Changes in farm structure among small- and medium-scale farmers in Zambia (2009 - 2012)

Landholding size Category

Number of farms % change

(2001-2012)

% of total farmland

Share of landholding

2001* 2009 2012 2009 2012 cultivated (2012)

0 – 2 ha 638,118 916,787 748,771 17.3% 24.1% 16.2% 91.2%

2 – 5 ha 159,039 366,628 418,544 163.2% 33.8% 31.7% 66.4%

5 – 10 ha 20,832 110,436 165,129 692.6% 20.3% 25.0% 49.5%

10 – 20 ha 2,352 35,898 53,454 2272.7% 12.3% 15.0% 36.7%

20 – 100 ha -- 9,030 13,839 53.3%** 9.5% 12.0% 10.9%

Total 820,341 1,438,779 1,399,737 70.6% 100.0% 100.0%

Source: Ministry of Agriculture Crop Forecast Surveys, 2009, 2012. *2001 figures are land under cultivation. ** Growth rate computed from 2009-2012 only. “na” means not available.

Page 11: Africa’s Changing Farm Structure and the Employment Challenge by Thomas Jayne

Crop sales by farm size, Zambia

2000/1

2001/2

2002/3

2003/4

2004/5

2005/6

2006/7

2007/8

2008/9

2009/10

2010/11

-

2,000

4,000

6,000

8,000

10,000

12,000

0-0.99 ha1-1.99 ha2-4.99 ha5+ haLinear (5+ ha)

Season

Mea

n sa

les

(201

1 Zm

k ‘0

00s

pric

es)

11

Source: MACO CFS 2000/1 to 2010/11 and authors’ computations

Page 12: Africa’s Changing Farm Structure and the Employment Challenge by Thomas Jayne

Crop sales by farm size, Zambia

2000/1

2001/2

2002/3

2003/4

2004/5

2005/6

2006/7

2007/8

2008/9

2009/10

2010/11

-

2,000

4,000

6,000

8,000

10,000

12,000

0-0.99 ha1-1.99 ha2-4.99 ha5+ haLinear (5+ ha)

Season

Mea

n sa

les

(201

1 Zm

k ‘0

00s

pric

es)

12

Source: MACO CFS 2000/1 to 2010/11 and authors’ computations

Largest smallholder farms (9%) consistently doing better

Page 13: Africa’s Changing Farm Structure and the Employment Challenge by Thomas Jayne

Conclusion 3

Land controlled by MS farms exceeds

that of LS (foreign + domestic

combined)

Page 14: Africa’s Changing Farm Structure and the Employment Challenge by Thomas Jayne

More land cultivated/owned by MS than by large-scale, including LS foreign investors

Large scale (foreign+domestic)

Medium scale (5-100 ha)

Million hectares

Ghana (cultivated) 3.08 4.21

Kenya (cultivated) 0.69 0.84

Zambia (owned) 2.11 2.47

Page 15: Africa’s Changing Farm Structure and the Employment Challenge by Thomas Jayne

Characteristics of medium-scale farmers

• In most countries:• Urban-based• Primary employment = salaried job• Relatively highly educated• Primarily men

• In central / northern Ghana:• Most started out as small-scale farmers scaled-up• Acquired land from customary authorities• Relatively land-abundant environment

Page 16: Africa’s Changing Farm Structure and the Employment Challenge by Thomas Jayne

Conclusion 4

Medium-scale farmers control more land

than small-scale farmers (0-5 ha) in

Zambia and most likely in Ghana as well

Page 17: Africa’s Changing Farm Structure and the Employment Challenge by Thomas Jayne

Large scale Medium-scale (5-100 ha)

Small-scale (0-5 ha)

Total land controlled

Million hectares

Ghana (2005) 3.08 4.21 5.08 = 12.37

Kenya (2006) 0.69 0.84 2.63 = 4.16

Zambia (2012) 2.11 2.47 2.09 = 6.67

Page 18: Africa’s Changing Farm Structure and the Employment Challenge by Thomas Jayne

Large scale

Medium-scale

(5-100 ha)

Small-scale

(0-5 ha)

Total land controlled

PAC remaining (arable +

grasslands)

Million hectares

Ghana 3.08 4.21 5.08 = 12.37 3.56

Kenya 0.69 0.84 2.63 = 4.16 1.01

Zambia 2.11 2.47 2.09 = 6.67 3.35

Page 19: Africa’s Changing Farm Structure and the Employment Challenge by Thomas Jayne

Conclusion 5

The amount of land available for cropland

expansion (PAC) is between 20-35% of

total stock of arable land

Page 20: Africa’s Changing Farm Structure and the Employment Challenge by Thomas Jayne

Conclusion 5: PAC is sizeable but small in relation to land already utilized in Kenya and Ghana

PAC / already utilized + PAC

Including forest land Excluding forest land

Ghana (cultivated) 26.8% 22.4%

Kenya (cultivated) 21.5% 19.5%

Zambia (owned) 43.1% 33.4%

Page 21: Africa’s Changing Farm Structure and the Employment Challenge by Thomas Jayne

Conclusion 6

Rising concentration of

landholdings

Page 22: Africa’s Changing Farm Structure and the Employment Challenge by Thomas Jayne

Gini coefficients of landholding

Period Movement in Gini coefficient:

Ghana (cult. area) 1992 2005 0.54 0.65

Kenya (cult. area) 1994 2006 0.51 0.55

Zambia (landholding) 2001 2012 0.42 0.49

Page 23: Africa’s Changing Farm Structure and the Employment Challenge by Thomas Jayne

Conclusions

1. Rate of growth of medium-scale farms (MS: 5-100 ha) 10 times faster than small-scale (SS: 0-5 ha) farms

2. Despite major focus on large-scale “land grabs”, more farm land is owned by MS farmers than by LS farms

3. Land controlled by MS farmers > that of SS farmers (0-5 ha) in at least 1 of the 3 countries examined (probably 2/3 by 2014)

4. Mean farm size rising in some countries even while holdings are gradually shrinking for most farm hhs

5. Rising Gini coefficients over time in landholdings

6. Potentially available cropland as % of total utilized + unutilized arable land: ranges from 43.1% (Zambia) to 21.5% (Kenya)

Page 24: Africa’s Changing Farm Structure and the Employment Challenge by Thomas Jayne

Policy questions

1. Africa is enjoying 5% annual ag growth rates – who is driving this growth?

2. Are ag/employment/poverty reduction strategies compatible with countries’ land policies?

3. Will the rate of non-farm job growth depend on how inclusive agricultural growth is (multipliers)?

4. Will a commitment to inclusive agricultural development require area expansion and a change in land allocation policies?

Page 25: Africa’s Changing Farm Structure and the Employment Challenge by Thomas Jayne

Stylized fact:

A stylized fact is often a broad generalization that summarizes some complicated statistical relationship, which although essentially true, may have inaccuracies in the detail.

http://en.wikipedia.org/wiki/Stylized_fact