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Do women manage land more
sustainably than men? Evidence
from a 10-year Uganda soil
fertility management panel data
Ephraim Nkonya, & Edward Kato, Wei Zhang
International Food Policy Research Institute
CGIAR Collaborative Platform to Gender Research
KIT Amsterdam. Dec 4-8, 2017
outline
• Motivation
• Analytical approach & data
• Results
• Land asset ownership, method of acquisition and use across gender
• Land management & fertility across gender
• Drivers of land degradation
• What should be done to enhance on female operators’ soil fertility?
• Conclusions and implications
Motivation & contribution of study to literature
• Land ownership and management differs significantly across sex of
owner/operator (Nkonya et al 2008)
• Female land owner/operators have large positive impacts on household food
and nutrition on as they tend to choose more nutritious crops (horticultural &
leguminous crops – which are easy to grow on smaller plots & more
nutritious (Ibid)
• However, women access and control of land resources and rural
services is limited (Doss 2010; Kagwanja 2012)
• We use long-term and gender-disaggregated land management
practices obtained from Uganda to examine changes of management
and soil fertility over 10 year period
Analytical approach
• Biophysical approaches: We determine soil nutrient balance – which is the
balance of inflows of soil nutrients minus the outflows (Stoorvogel & Smaling
1990)
• Soil samples collected in 2003 & 2013 from the same location to form panel data
of:
• Soil nutrients and soil carbon – obtained by lab analysis combined with land management
• Land management practices - obtained by interviewing plot operators or managers
• Socio-economic approaches:
• Simple statistical analysis comparing management practices across sex of plot
owner/operator
• Econometric analysis to determine drivers of soil fertility degradation
Data – household, plot surveys & soil lab analysis
Households Plots
Central 136 301
Eastern 215 540
Northern 223 758
Western 226 247
Total 900 1,846
Results
Plot owner
How plots were acquired?
• As expected, inheritance
accounts for two thirds of
method of land acquisition
• Contrary to expectations, 70% of
women acquired their land
through inheritance
Baseline Nutrient stocks, 2003
• Female-managed plots had higher N, P &
K at baseline than male-managed plots
• But female-managed plots have steeper
slopes
Paired test P-value
Men=Wo
men
0.000*** 0.000*** 0.009***
Men=Joint 0.102* 0.9950.036**
Women=J
oint
0.000*** 0.000*** 0.000***
Men=women Joint=Women
0.000*** 0.000***
Crops planted by sex of plots
manager
Central Male Female Jointly owned
coffee & banana 40.6 44.4 38.9
cereals 2.2 2.2 0.0
legumes 32.1 37.8 33.3
roots & tubers 23.7 15.6 27.8
Horti crops 1.3 0.0 0.0
Eastern Male Female Jointly owned
coffee & banana 15.2 11.6 18.5
cereals 31.2 14.0 29.6
legumes 27.2 37.2 14.8
roots & tubers 26.0 37.2 37.0
Horti crops 0.4 0.0 0.0
Northern
coffee & banana 5.5 0.0 4.4
cereals 26.9 34.0 16.2
legumes 48.3 53.2 46.1
roots & tubers 12.4 4.3 32.0
Horti crops 6.9 8.5 1.3
Western
coffee & banana 37.2 22.2 18.5
cereals 15.7 18.1 19.6
legumes 27.4 34.7 36.2
roots & tubers 16.4 22.2 25.0
Horti crops 3.3 2.8 0.8
Soil fertility management practices across sex of plot
operator
Men Women Joint
% Using Fertilizer
2003 1.4 0.8 0.0
2013 3.4 0.0 0.0
P-value 0.001*** 0.319 -
% Using Organic Inputs
2003 29.4 15.7 6.9
2013 11.9 5.8 4.0
P-value 0.000*** 0.004*** 0.010***
% Using trees/agroforestry
2003 41.1 53.6 25.7
2013 64.6 58.4 70.3
P-value 0.000*** 0.487 0.000***
• Use of inorganic fertilizer slightly
increased on male-managed plots. No
significant change on women and
jointly managed plots
• Use of organic inputs decreased for
all groups while adoption of
agroforestry increased significantly
for male and jointly managed plots.
Nutrient (N & P) inflows & outflowsOutflowsInflows
NITROGEN PHOSPHORUS
Nutrient balance across sex of plot operator
Men Women Jointly
Nitrogen Balance
2003 -76.7 -96.8 -76.4
2013 -96.5 -148.2 -99.1
% Change -25.8 %*** -53.0 %*** -34.9 %***
Phosphorus Balance
2003 -8.4 -19.3 -9
2013 -20.7 -22.2 -14
% Change -146 %*** -15.5 %* -55.6 %***
Potassium Balance
2003 -94.1 -124.6 -66.9
2013 -132 -112.9 -112.7
% Change -41.0 %*** -9.4% -68.4 %***
Drivers of erosion (tons/ha)
Variable 2003 2013
Plot Manager (cf Male)
• Female 1.175.534***
• Joint 2.237** 2.747**
Plot slope 2.372*** 3.270***
Soil depth 0.106*** -0.05
Plot manager educ. (cf Post-secondary)
• No Formal Educ. -1.655 -2.11
• Primary -0.487 -1.668
• Secondary -2.833* -4.407**
Distance to market (Km) 0.332*** 0.364***
Non farm activity -1.131-2.883***
livestock -5.124*** -3.025*
credit 1.444*** 1.286***
Access to extension 2.785*** 0.087
Variable 2003 2013
Population density -0.596** -0.299
Land tenure (cf freehold)
• Customary -3.983*** -2.131*
• Mailo -5.819*** -4.434***
• Leasehold -6.278*** -0.858
• Squatter tenure -16.593 -18.796
Land management practices
• SWC 0.406 -1.305
• Use fertilizer 5.805** 22.264***
• Crop rotation 2.916*** 4.572***
• Use ISFM -7.613 -25.471*
• Agroforestry -3.628*** -3.073***
Type of crops planted
• Coffee/Banana -4.379*** -4.402***
• Cereals 0.795 -2.861***
• Legumes 3.501*** 2.230**
• Roots & tubers 0.21 -2.576**
What could be done to enhance land
management on female owned/operated plots?
• Improve girl’s access to sec. education
• Promote non-farm activities – which reduces pressure on land and
enhances ability to buy external inputs
• Extension services capacity to promote soil fertility management is weak
– especially promotion of organic soil fertility management practices
•  Provide short-term training on modern soil fertility management to
in-service providers and incorporate it in ag college syllabus
• Female extension agents reach more women and poorer farmers than
male extension agents (Nkonya et al 2008)
• However, they account for only 11% of extension agents in Uganda (Ibid). 
increase recruitment of female extension agents
Type of land management practices
promoted by extension agents
Topics promoted Government
(n=137)
NAADS
(n=48)
NGO
(n=23)
Percent reporting
Improved seed varieties 85.3 81.5 61.5
Agro chemicals 65.4 62.9 61.5
Herbicides 28.2 44.4 19.2
Plant protection techniques 20.5 16.7 19.2
Organic fertilizer 15.4 20.4 11.5
Inorganic fertilizers 10.0 11.1 7.7
Agroforestry 8.3 11.1 0.0
SWC 0.6 1.9 7.7
Conclusions and policy implications
• Female-managed plots were more fertile in 2003 than men’s but have
undergone severe degradation in the past 10 years
• Given the favorable impacts on women access and control of land
assets, there is need of enhancing their soil fertility management
through:
• Better education
• Promotion of non-farm activities
• Access to extension services through
• Through recruitment of female extension service providers
• Training extension agents to better provide soil fertility management practices &
targeting women farmers
ACKNOWLEDGEMENT
• We thank the following donors for financing different stages of the
study:
• The 2003 study was funded by the German Federal Ministry for
Economic Cooperation and Development (BMZ)
• The 2013 study was funded by National Science Foundation through
University of North Carolina
• CGIAR’s Water, Land and Ecosystems (WLE) financed writing this
paper
Veel dank

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Do women manage land more sustainably than men? Evidence from 10-year Uganda soil fertility management panel data

  • 1. Do women manage land more sustainably than men? Evidence from a 10-year Uganda soil fertility management panel data Ephraim Nkonya, & Edward Kato, Wei Zhang International Food Policy Research Institute CGIAR Collaborative Platform to Gender Research KIT Amsterdam. Dec 4-8, 2017
  • 2. outline • Motivation • Analytical approach & data • Results • Land asset ownership, method of acquisition and use across gender • Land management & fertility across gender • Drivers of land degradation • What should be done to enhance on female operators’ soil fertility? • Conclusions and implications
  • 3. Motivation & contribution of study to literature • Land ownership and management differs significantly across sex of owner/operator (Nkonya et al 2008) • Female land owner/operators have large positive impacts on household food and nutrition on as they tend to choose more nutritious crops (horticultural & leguminous crops – which are easy to grow on smaller plots & more nutritious (Ibid) • However, women access and control of land resources and rural services is limited (Doss 2010; Kagwanja 2012) • We use long-term and gender-disaggregated land management practices obtained from Uganda to examine changes of management and soil fertility over 10 year period
  • 4. Analytical approach • Biophysical approaches: We determine soil nutrient balance – which is the balance of inflows of soil nutrients minus the outflows (Stoorvogel & Smaling 1990) • Soil samples collected in 2003 & 2013 from the same location to form panel data of: • Soil nutrients and soil carbon – obtained by lab analysis combined with land management • Land management practices - obtained by interviewing plot operators or managers • Socio-economic approaches: • Simple statistical analysis comparing management practices across sex of plot owner/operator • Econometric analysis to determine drivers of soil fertility degradation
  • 5. Data – household, plot surveys & soil lab analysis Households Plots Central 136 301 Eastern 215 540 Northern 223 758 Western 226 247 Total 900 1,846
  • 8. How plots were acquired? • As expected, inheritance accounts for two thirds of method of land acquisition • Contrary to expectations, 70% of women acquired their land through inheritance
  • 9. Baseline Nutrient stocks, 2003 • Female-managed plots had higher N, P & K at baseline than male-managed plots • But female-managed plots have steeper slopes Paired test P-value Men=Wo men 0.000*** 0.000*** 0.009*** Men=Joint 0.102* 0.9950.036** Women=J oint 0.000*** 0.000*** 0.000*** Men=women Joint=Women 0.000*** 0.000***
  • 10. Crops planted by sex of plots manager Central Male Female Jointly owned coffee & banana 40.6 44.4 38.9 cereals 2.2 2.2 0.0 legumes 32.1 37.8 33.3 roots & tubers 23.7 15.6 27.8 Horti crops 1.3 0.0 0.0 Eastern Male Female Jointly owned coffee & banana 15.2 11.6 18.5 cereals 31.2 14.0 29.6 legumes 27.2 37.2 14.8 roots & tubers 26.0 37.2 37.0 Horti crops 0.4 0.0 0.0 Northern coffee & banana 5.5 0.0 4.4 cereals 26.9 34.0 16.2 legumes 48.3 53.2 46.1 roots & tubers 12.4 4.3 32.0 Horti crops 6.9 8.5 1.3 Western coffee & banana 37.2 22.2 18.5 cereals 15.7 18.1 19.6 legumes 27.4 34.7 36.2 roots & tubers 16.4 22.2 25.0 Horti crops 3.3 2.8 0.8
  • 11. Soil fertility management practices across sex of plot operator Men Women Joint % Using Fertilizer 2003 1.4 0.8 0.0 2013 3.4 0.0 0.0 P-value 0.001*** 0.319 - % Using Organic Inputs 2003 29.4 15.7 6.9 2013 11.9 5.8 4.0 P-value 0.000*** 0.004*** 0.010*** % Using trees/agroforestry 2003 41.1 53.6 25.7 2013 64.6 58.4 70.3 P-value 0.000*** 0.487 0.000*** • Use of inorganic fertilizer slightly increased on male-managed plots. No significant change on women and jointly managed plots • Use of organic inputs decreased for all groups while adoption of agroforestry increased significantly for male and jointly managed plots.
  • 12. Nutrient (N & P) inflows & outflowsOutflowsInflows NITROGEN PHOSPHORUS
  • 13. Nutrient balance across sex of plot operator Men Women Jointly Nitrogen Balance 2003 -76.7 -96.8 -76.4 2013 -96.5 -148.2 -99.1 % Change -25.8 %*** -53.0 %*** -34.9 %*** Phosphorus Balance 2003 -8.4 -19.3 -9 2013 -20.7 -22.2 -14 % Change -146 %*** -15.5 %* -55.6 %*** Potassium Balance 2003 -94.1 -124.6 -66.9 2013 -132 -112.9 -112.7 % Change -41.0 %*** -9.4% -68.4 %***
  • 14. Drivers of erosion (tons/ha) Variable 2003 2013 Plot Manager (cf Male) • Female 1.175.534*** • Joint 2.237** 2.747** Plot slope 2.372*** 3.270*** Soil depth 0.106*** -0.05 Plot manager educ. (cf Post-secondary) • No Formal Educ. -1.655 -2.11 • Primary -0.487 -1.668 • Secondary -2.833* -4.407** Distance to market (Km) 0.332*** 0.364*** Non farm activity -1.131-2.883*** livestock -5.124*** -3.025* credit 1.444*** 1.286*** Access to extension 2.785*** 0.087 Variable 2003 2013 Population density -0.596** -0.299 Land tenure (cf freehold) • Customary -3.983*** -2.131* • Mailo -5.819*** -4.434*** • Leasehold -6.278*** -0.858 • Squatter tenure -16.593 -18.796 Land management practices • SWC 0.406 -1.305 • Use fertilizer 5.805** 22.264*** • Crop rotation 2.916*** 4.572*** • Use ISFM -7.613 -25.471* • Agroforestry -3.628*** -3.073*** Type of crops planted • Coffee/Banana -4.379*** -4.402*** • Cereals 0.795 -2.861*** • Legumes 3.501*** 2.230** • Roots & tubers 0.21 -2.576**
  • 15. What could be done to enhance land management on female owned/operated plots? • Improve girl’s access to sec. education • Promote non-farm activities – which reduces pressure on land and enhances ability to buy external inputs • Extension services capacity to promote soil fertility management is weak – especially promotion of organic soil fertility management practices •  Provide short-term training on modern soil fertility management to in-service providers and incorporate it in ag college syllabus • Female extension agents reach more women and poorer farmers than male extension agents (Nkonya et al 2008) • However, they account for only 11% of extension agents in Uganda (Ibid).  increase recruitment of female extension agents
  • 16. Type of land management practices promoted by extension agents Topics promoted Government (n=137) NAADS (n=48) NGO (n=23) Percent reporting Improved seed varieties 85.3 81.5 61.5 Agro chemicals 65.4 62.9 61.5 Herbicides 28.2 44.4 19.2 Plant protection techniques 20.5 16.7 19.2 Organic fertilizer 15.4 20.4 11.5 Inorganic fertilizers 10.0 11.1 7.7 Agroforestry 8.3 11.1 0.0 SWC 0.6 1.9 7.7
  • 17. Conclusions and policy implications • Female-managed plots were more fertile in 2003 than men’s but have undergone severe degradation in the past 10 years • Given the favorable impacts on women access and control of land assets, there is need of enhancing their soil fertility management through: • Better education • Promotion of non-farm activities • Access to extension services through • Through recruitment of female extension service providers • Training extension agents to better provide soil fertility management practices & targeting women farmers
  • 18. ACKNOWLEDGEMENT • We thank the following donors for financing different stages of the study: • The 2003 study was funded by the German Federal Ministry for Economic Cooperation and Development (BMZ) • The 2013 study was funded by National Science Foundation through University of North Carolina • CGIAR’s Water, Land and Ecosystems (WLE) financed writing this paper