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Assessing options for crop-livestock intensification in
semi-arid Southern Zimbabwe:
household typologies and community visions
Sabine Homann-Kee Tui, Patricia Masikati, Andre van Rooyen,
Daniel Rodriguez, Peter de Voil, Godfrey Manyawu
4th International Symposium for Farming Systems Design, Lanzhou, China, 19-22 Aug 2013
Declining per capita food production
in Southern Africa
0
20
40
60
80
100
120
140
1990
1991
1992
1993
1994
1995
1996
1997
1998
1999
2000
2001
2002
2003
2004
2005
2006
2007
2008
2009
2010
2011
Index
Production trends in Southern Africa
(PIN, 2004-06 base)
Net Production Index Number Per capita Production Index Number
Key challenges
• Resource constraints:
> 80% of rural
population below
poverty line
• Limited biomass: one
growing season, semi-
arid rainfed, poor
inherent soil fertility
• Extraction of land and
soils (degradation)
• Poor market linkages
and support services
(enabling structures)
Stepping stones towards increasing agricultural
production and improving food security (1)
Hanging in
Stepping up
Stepping out
Resources
Profit/resilience
After Dorward et al., (2010)
Identifying household typologies
Working Hypothesis 1:
Farmers have different
opportunities to adopt
technologies and intensify
production systems.
Better understanding farmers
resource endowments and
livelihood strategies may help
targeting development
interventions.
Stepping stones towards increasing agricultural
production and improving food security (2)LowHigh
Low High
Production technology development,
dissemination and use
Marketdevelopment,efficiency
andparticipation
Fully integrated market
oriented system
Source: Adapted from Dorward et al., 2002
Working hypothesis 2:
Pathways for sustainable
intensification are context specific.
Intervention options need to
integrate market development AND
production enhancing technologies.
Participatory approaches can help
identifying preferable intervention
options.
Identifying pathways for sustainable intensification
The case: mixed smallholder farming systems
in semi-arid Zimbabwe
Farming system
characteristics
Nkayi Gwanda
Agro-ecology
• Rain (mm, (CV))
• Main soils
656 (33)
Kalahari
434 (23)
Sands
Densities
• Human (n km2)
• Cattle (TLU km2)
• Goats (TLU km2)
19
12
1
10
8
1
Main crops Maize, small grains,
legumes
Main livestock Cattle, goats
Market access + ++
Extension + +
Male
Tree Diagram for 228 Cases
Ward`s method
Euclidean distances
524.000000
473.000000
587.000000
694.000000
467.000000
370.000000
507.000000
497.000000
617.000000
365.000000
660.000000
679.000000
358.000000
551.000000
420.000000
0
10
20
30
40
50
60
70
LinkageDistance
Age
Distance to the market
Land
Maize production
#Shoats
PCA to
identify
redundant
variables
Clustering
of
households
Description
of
functional
typologies
Data clean
up and
selection of
variables
Desktop
Expert
knowledge
Multivariate
statistics
Expert
knowledge
Participatory
Defining challenges and
opportunities
Iterative process of
solutions & adjustments
Participatory
Household
survey
Visualizing current and
desirable states of
agricultural systems
Targeting and
testing preferable
options
Methodology
Results
Principal components
Important factors Nkayi (n=160) Gwanda (n=90)
Livestock (cattle) ✔ ✔
Education ✔ ✔
Years in village ✔
Distance to markets ✔
Off farm income ✔
Family size / labor ✔ ✔
Cultivated land ✔ ✔
Use of fertilizer ✔
Use of manure ✔
Household assets ✔
Age ✔ ✔
Livestock (goats) ✔ ✔
16%
6% each
27%
14% each
Nkayi: Household typologies (1)
Important factors
Structural household typologies: resource endowment (median)
Household types
Share population (%)
C1 Young family
22
C2 Stepping up
30
C3 Grey heads
34
C4 Champions
14
Cattle (TLU)
Goats (TLU)
Cultivated land (ha)
0
0
1
2.1
0.3
1.6
2.1
0.2
1.7
6.7
0.5
1.7
Age of HHH (yrs)
Education (yrs)
Local knowledge (yrs)
Off-farm income (%)
Family size (AAME)
Assets (index)
38
8
22
40
4.2
2
47
8
37
50
4.4
7
64
3
47
60
4.9
3
54
7
41
35
4.3
8
Fertilizer use (kg/ha)
Manure use (kg/ha)
Use of hybrids
0
0
No
0
0
Yes
0
0
No
10.7
1364
Yes
Diversified production
Food secure (months)
Cash income (U$S/yr)
No
2-8
327
No
3-11
445
No
3-10
485
Yes
3-12
569
Nkayi: Household typologies (2)
Assets and reinvestments
C4 C3 C1 C2
Age of household head / me
Householdassets
C4
C3
C1
C2
Household
establishment
Household
maturity
Household
dissolu on
Nkayi: Household typologies (3)
Predispositions to invest
Cluster 4: Champions
Cluster 1: Young family
Cluster 2: Stepping up
Hanging in
Stepping up
Stepping out
Resources
Profit/resilience
Stepping up
Cluster 3: Grey heads
Stepping out
Nkayi: Household typologies (4)
Predispositions to invest
0
2
4
6
8
10
12
0 1 2 3 4
Averagemonthsoffoodsecurity
Area planted to maize
0
2
4
6
8
10
12
0 2 4 6
Averagemonthsfoodsecurity
Area planted to maize
0
2
4
6
8
10
12
0 1 2 3 4 5
Averagemonthsfoodsecurity
Area planted to maize
0
2
4
6
8
10
12
0 1 2 3 4 5 6
Avergemonthsfoodsecurity
Area planted to maize
Hanging in
Nkayi: community visioning
Entry points for sustainable intensification
Boosting agricultural production through
better crop livestock integration
1. Intensify and diversify crop production
• Increase legume and vegetable
production
• Improve manure management
2. Improve cattle production, offtake and
quality
• Increase crop residue and fodder
production and feeding
• Mechanize crop production to release
cattle for the market
3. Improve market infrastructure and
organization (“also for goats”)
Important factors Structural household typologies: resource endowment (median)
Household types
Share population (%)
C1 Subsistence
Old and female
32
C2 Subsistence
Young and female
22
C3 Grey heads
Richest males
23
C4 Younger male
Goats specialized
14
Cattle (TLU)
Goats (TLU)
Cultivated land (ha)
1.4
1.5
1.4
0 (1.4)
1.2 (5.0)
1.7 (2.1)
14.7
5.0
3.1
0
4.0
1.0
Age of HHH (yrs)
Education (yrs)
Family size (AAME)
60
3
3.8
41 (36)
7 (11)
3.0 (3.8)
59
5
4.5
47
9
7.2
Off-take goats (%)
Maize yield (kg/ha)
Sorghum yield (kg/ha)
9
0
40
8.5 (0)
0 (180)
0 (190)
15
0
55
10.2
20
50
Food secure (months) 4 5 (7) 6 7
Gwanda: Household typologies (1)
Important factors
Household
maturity
Household
establishment
Household
dissolu on
Age of household head / me
Householdassets
C1C2
C2-defacto
C3C4
C2 C1 C3 C4
Gwanda: Household typologies (2)
Family phases
0
1
2
3
4
5
6
7
8
9
10
0 0.5 1 1.5 2 2.5
Averagemonthsoffoodsecurity
Area planted to maize
0
1
2
3
4
5
6
7
8
9
10
0 0.5 1 1.5 2 2.5 3
Averagemonthsoffoodsecurity
Area planted to maize
0
2
4
6
8
10
12
0 0.5 1 1.5 2 2.5
Averagemonthsoffoodsecurity
Area planted to maize
Cluster 2-defacto
Cluster 2: Hanging in
Cluster 1: Hanging in
0
2
4
6
8
10
12
0 0.5 1 1.5 2 2.5 3 3.5
Averagemonthsoffoodsecurity
Area planted to maize
0
2
4
6
8
10
12
0 0.2 0.4 0.6 0.8 1 1.2
Averagemonthsoffoodsecurity Area planted to maize
Cluster 4: Young males
Hanging in
Stepping up
Stepping out
Resources
Profit/resilience
Stepping up
Cluster 3: Grey heads
Stepping out
Gwanda: Household typologies (3)
Predispositions to invest
Gwanda: community visioning
Entry points for sustainable intensification
Promoting livestock markets to
provide incentives for farmers
1. Strengthen market development
• Improve sale pen management,
auctioning, grading
• Improve access to inputs and
market information
• Enhance fodder production and
pen feeding for market oriented
production
2. Increase crop production
• Improve soil fertility through better
manure management
• Water harvesting technologies
• Pests and disease control
• Identify opportunities for sorghum
Conclusions
•More market oriented crop livestock production is smart
for sustainable intensification processes
•Strong growth potential + diversity of farming systems
 multiple pathways and transitions towards improved
systems
•Farmers have different predisposition to invest
household typologies can be useful to define context
specific interventions in an iterative process
• Involving communities and stakeholders to define such
transitions is critical to enhance the local capacity to adjust
Acknowledgements
This work is financed by ACIAR.
It is implemented in a partnership with
ILRI, CIMMYT, ICRISAT, CSIRO and
QAAFI.
It contributes to the CGIAR Research
Program on Dryland Systems.
Data were used from previous CGIAR-SLP.

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Assessing options for crop-livestock intensification in semi-arid Southern Zimbabwe: household typologies and community visions

  • 1. Assessing options for crop-livestock intensification in semi-arid Southern Zimbabwe: household typologies and community visions Sabine Homann-Kee Tui, Patricia Masikati, Andre van Rooyen, Daniel Rodriguez, Peter de Voil, Godfrey Manyawu 4th International Symposium for Farming Systems Design, Lanzhou, China, 19-22 Aug 2013
  • 2. Declining per capita food production in Southern Africa 0 20 40 60 80 100 120 140 1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 Index Production trends in Southern Africa (PIN, 2004-06 base) Net Production Index Number Per capita Production Index Number Key challenges • Resource constraints: > 80% of rural population below poverty line • Limited biomass: one growing season, semi- arid rainfed, poor inherent soil fertility • Extraction of land and soils (degradation) • Poor market linkages and support services (enabling structures)
  • 3. Stepping stones towards increasing agricultural production and improving food security (1) Hanging in Stepping up Stepping out Resources Profit/resilience After Dorward et al., (2010) Identifying household typologies Working Hypothesis 1: Farmers have different opportunities to adopt technologies and intensify production systems. Better understanding farmers resource endowments and livelihood strategies may help targeting development interventions.
  • 4. Stepping stones towards increasing agricultural production and improving food security (2)LowHigh Low High Production technology development, dissemination and use Marketdevelopment,efficiency andparticipation Fully integrated market oriented system Source: Adapted from Dorward et al., 2002 Working hypothesis 2: Pathways for sustainable intensification are context specific. Intervention options need to integrate market development AND production enhancing technologies. Participatory approaches can help identifying preferable intervention options. Identifying pathways for sustainable intensification
  • 5. The case: mixed smallholder farming systems in semi-arid Zimbabwe Farming system characteristics Nkayi Gwanda Agro-ecology • Rain (mm, (CV)) • Main soils 656 (33) Kalahari 434 (23) Sands Densities • Human (n km2) • Cattle (TLU km2) • Goats (TLU km2) 19 12 1 10 8 1 Main crops Maize, small grains, legumes Main livestock Cattle, goats Market access + ++ Extension + +
  • 6. Male Tree Diagram for 228 Cases Ward`s method Euclidean distances 524.000000 473.000000 587.000000 694.000000 467.000000 370.000000 507.000000 497.000000 617.000000 365.000000 660.000000 679.000000 358.000000 551.000000 420.000000 0 10 20 30 40 50 60 70 LinkageDistance Age Distance to the market Land Maize production #Shoats PCA to identify redundant variables Clustering of households Description of functional typologies Data clean up and selection of variables Desktop Expert knowledge Multivariate statistics Expert knowledge Participatory Defining challenges and opportunities Iterative process of solutions & adjustments Participatory Household survey Visualizing current and desirable states of agricultural systems Targeting and testing preferable options Methodology
  • 7. Results Principal components Important factors Nkayi (n=160) Gwanda (n=90) Livestock (cattle) ✔ ✔ Education ✔ ✔ Years in village ✔ Distance to markets ✔ Off farm income ✔ Family size / labor ✔ ✔ Cultivated land ✔ ✔ Use of fertilizer ✔ Use of manure ✔ Household assets ✔ Age ✔ ✔ Livestock (goats) ✔ ✔ 16% 6% each 27% 14% each
  • 8. Nkayi: Household typologies (1) Important factors Structural household typologies: resource endowment (median) Household types Share population (%) C1 Young family 22 C2 Stepping up 30 C3 Grey heads 34 C4 Champions 14 Cattle (TLU) Goats (TLU) Cultivated land (ha) 0 0 1 2.1 0.3 1.6 2.1 0.2 1.7 6.7 0.5 1.7 Age of HHH (yrs) Education (yrs) Local knowledge (yrs) Off-farm income (%) Family size (AAME) Assets (index) 38 8 22 40 4.2 2 47 8 37 50 4.4 7 64 3 47 60 4.9 3 54 7 41 35 4.3 8 Fertilizer use (kg/ha) Manure use (kg/ha) Use of hybrids 0 0 No 0 0 Yes 0 0 No 10.7 1364 Yes Diversified production Food secure (months) Cash income (U$S/yr) No 2-8 327 No 3-11 445 No 3-10 485 Yes 3-12 569
  • 9. Nkayi: Household typologies (2) Assets and reinvestments
  • 10. C4 C3 C1 C2 Age of household head / me Householdassets C4 C3 C1 C2 Household establishment Household maturity Household dissolu on Nkayi: Household typologies (3) Predispositions to invest
  • 11. Cluster 4: Champions Cluster 1: Young family Cluster 2: Stepping up Hanging in Stepping up Stepping out Resources Profit/resilience Stepping up Cluster 3: Grey heads Stepping out Nkayi: Household typologies (4) Predispositions to invest 0 2 4 6 8 10 12 0 1 2 3 4 Averagemonthsoffoodsecurity Area planted to maize 0 2 4 6 8 10 12 0 2 4 6 Averagemonthsfoodsecurity Area planted to maize 0 2 4 6 8 10 12 0 1 2 3 4 5 Averagemonthsfoodsecurity Area planted to maize 0 2 4 6 8 10 12 0 1 2 3 4 5 6 Avergemonthsfoodsecurity Area planted to maize Hanging in
  • 12. Nkayi: community visioning Entry points for sustainable intensification Boosting agricultural production through better crop livestock integration 1. Intensify and diversify crop production • Increase legume and vegetable production • Improve manure management 2. Improve cattle production, offtake and quality • Increase crop residue and fodder production and feeding • Mechanize crop production to release cattle for the market 3. Improve market infrastructure and organization (“also for goats”)
  • 13. Important factors Structural household typologies: resource endowment (median) Household types Share population (%) C1 Subsistence Old and female 32 C2 Subsistence Young and female 22 C3 Grey heads Richest males 23 C4 Younger male Goats specialized 14 Cattle (TLU) Goats (TLU) Cultivated land (ha) 1.4 1.5 1.4 0 (1.4) 1.2 (5.0) 1.7 (2.1) 14.7 5.0 3.1 0 4.0 1.0 Age of HHH (yrs) Education (yrs) Family size (AAME) 60 3 3.8 41 (36) 7 (11) 3.0 (3.8) 59 5 4.5 47 9 7.2 Off-take goats (%) Maize yield (kg/ha) Sorghum yield (kg/ha) 9 0 40 8.5 (0) 0 (180) 0 (190) 15 0 55 10.2 20 50 Food secure (months) 4 5 (7) 6 7 Gwanda: Household typologies (1) Important factors
  • 14. Household maturity Household establishment Household dissolu on Age of household head / me Householdassets C1C2 C2-defacto C3C4 C2 C1 C3 C4 Gwanda: Household typologies (2) Family phases
  • 15. 0 1 2 3 4 5 6 7 8 9 10 0 0.5 1 1.5 2 2.5 Averagemonthsoffoodsecurity Area planted to maize 0 1 2 3 4 5 6 7 8 9 10 0 0.5 1 1.5 2 2.5 3 Averagemonthsoffoodsecurity Area planted to maize 0 2 4 6 8 10 12 0 0.5 1 1.5 2 2.5 Averagemonthsoffoodsecurity Area planted to maize Cluster 2-defacto Cluster 2: Hanging in Cluster 1: Hanging in 0 2 4 6 8 10 12 0 0.5 1 1.5 2 2.5 3 3.5 Averagemonthsoffoodsecurity Area planted to maize 0 2 4 6 8 10 12 0 0.2 0.4 0.6 0.8 1 1.2 Averagemonthsoffoodsecurity Area planted to maize Cluster 4: Young males Hanging in Stepping up Stepping out Resources Profit/resilience Stepping up Cluster 3: Grey heads Stepping out Gwanda: Household typologies (3) Predispositions to invest
  • 16. Gwanda: community visioning Entry points for sustainable intensification Promoting livestock markets to provide incentives for farmers 1. Strengthen market development • Improve sale pen management, auctioning, grading • Improve access to inputs and market information • Enhance fodder production and pen feeding for market oriented production 2. Increase crop production • Improve soil fertility through better manure management • Water harvesting technologies • Pests and disease control • Identify opportunities for sorghum
  • 17. Conclusions •More market oriented crop livestock production is smart for sustainable intensification processes •Strong growth potential + diversity of farming systems  multiple pathways and transitions towards improved systems •Farmers have different predisposition to invest household typologies can be useful to define context specific interventions in an iterative process • Involving communities and stakeholders to define such transitions is critical to enhance the local capacity to adjust
  • 18. Acknowledgements This work is financed by ACIAR. It is implemented in a partnership with ILRI, CIMMYT, ICRISAT, CSIRO and QAAFI. It contributes to the CGIAR Research Program on Dryland Systems. Data were used from previous CGIAR-SLP.