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The Intersection of
Health and Agriculture:
THROUGH A GENDER LENS
Empowerment to Ensure Health
• Access to health promotion, preventative & curative care, determined by
• Access to / control over financial resources
• Physical freedom
• Personal worth
• In agricultural societies:
• Access to profits may be skewed toward men
• Changes in market norms can change empowerment within household
• Women face different challenges in generating agricultural profits
• Yield risk may generate gender-specific health-hazardous coping behaviors
Gender impacts on Ag-Health Linkages
Gender impacts on Ag-Health Linkages
Agriculture Impacts Health
• Directly
• Gender-specific allocation of
agriculture tasks
• Some tasks directly impact health
• Indirectly
• Agriculture is primary driver of ability
to ensure health in agrarian society
• Provides resources
• Impacts resource control
Total Resources
Resource Control
Gender impacts on Ag-Health Linkages
Health Impacts Agriculture
• Directly
• Poor health lowers physical ability
• Gender differences in
ability/willingness to rest when ill
• Indirectly
• Caregiving to ill/invalids reduces
women’s ability to participate in
production
Total Resources
Resource Control
Caregiving
Case Study: Impact of Ag Shocks on HIV
Concurrent partnerships are driving HIV (Epidemiology / Sociology theory)
Many partnerships in SSA have financial implications
Financial markets in SSA are incomplete
Research Question: Does income variability in SSA increase HIV risk?
Methods:
• Proxy income shocks with droughts in rural Africa
• Overlay HIV status of 200k+ individuals with 40 years of weather data
• Create local-specific definition of low rainfall shock
Estimation
8,000 DHS clusters matched to
1,700 weather grid cells
Monthly precipitation,1968-2008
𝑦𝑖𝑗𝑐 = 𝑍𝑗𝑐 + 𝑋𝑖
′
𝛽 + 𝛼 𝑐 + 𝜀𝑖𝑗𝑐
i=individual; j=grid cell; c=country
𝑦𝑖𝑗𝑐 : HIV+ status of individual i
𝑍𝑗𝑐 : # of shocks in 10yrs before survey
errors clustered at grid cell level
sampling weights employed
Identifying assumption: conditional on local rainfall history, shocks are randomly assigned
Findings
Each shock in past10 years increase HIV prevalence in rural village by 9.8%
In high-prevalence countries, effect is 12.9%
• For women effect is 14.5%
• For men effect is 10.5%
• Findings are robust to
• Varying definition of shock, period of shock accumulation, region fixed effects
• Future shock placebo test
Pathways
No evidence that effect is driven by
• Permanent migration (disproportionately of HIV- individuals)
• Temporary migration
• Girls school-leaving
• Early marriage
Some evidence that a contributing factor may be Transactional sex
• Women’s effects concentrated among those working in agriculture
• Men’s effects concentrated among those working outside agriculture
How important is this effect?
End-of-decade prevalence as a function of accumulated shocks over the decade
Shocks
explain
15-20% of
cross-country
variation in
each
decade
IMPLICATIONS:
In societies where agriculture is the primary
productive activity, its dynamics have significant
implications for all facets of life, including health.
Future Work
• How does agricultural contracting with women (instead of men) impact
agricultural and household outcomes?
• Health outcomes include:
• Women’s access to health care
• Children’s health status
• Children’s preventative care
• Use of family planning
• In Uganda: sugarcane contracts with women
• In Ghana: ag-input contracts and contracts for irrigated land rental

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Kelly Jones: The Intersection of Health and Agriculture through a Gender Lens

  • 1. The Intersection of Health and Agriculture: THROUGH A GENDER LENS
  • 2. Empowerment to Ensure Health • Access to health promotion, preventative & curative care, determined by • Access to / control over financial resources • Physical freedom • Personal worth • In agricultural societies: • Access to profits may be skewed toward men • Changes in market norms can change empowerment within household • Women face different challenges in generating agricultural profits • Yield risk may generate gender-specific health-hazardous coping behaviors
  • 3. Gender impacts on Ag-Health Linkages
  • 4. Gender impacts on Ag-Health Linkages Agriculture Impacts Health • Directly • Gender-specific allocation of agriculture tasks • Some tasks directly impact health • Indirectly • Agriculture is primary driver of ability to ensure health in agrarian society • Provides resources • Impacts resource control Total Resources Resource Control
  • 5. Gender impacts on Ag-Health Linkages Health Impacts Agriculture • Directly • Poor health lowers physical ability • Gender differences in ability/willingness to rest when ill • Indirectly • Caregiving to ill/invalids reduces women’s ability to participate in production Total Resources Resource Control Caregiving
  • 6. Case Study: Impact of Ag Shocks on HIV Concurrent partnerships are driving HIV (Epidemiology / Sociology theory) Many partnerships in SSA have financial implications Financial markets in SSA are incomplete Research Question: Does income variability in SSA increase HIV risk? Methods: • Proxy income shocks with droughts in rural Africa • Overlay HIV status of 200k+ individuals with 40 years of weather data • Create local-specific definition of low rainfall shock
  • 7. Estimation 8,000 DHS clusters matched to 1,700 weather grid cells Monthly precipitation,1968-2008 𝑦𝑖𝑗𝑐 = 𝑍𝑗𝑐 + 𝑋𝑖 ′ 𝛽 + 𝛼 𝑐 + 𝜀𝑖𝑗𝑐 i=individual; j=grid cell; c=country 𝑦𝑖𝑗𝑐 : HIV+ status of individual i 𝑍𝑗𝑐 : # of shocks in 10yrs before survey errors clustered at grid cell level sampling weights employed Identifying assumption: conditional on local rainfall history, shocks are randomly assigned
  • 8. Findings Each shock in past10 years increase HIV prevalence in rural village by 9.8% In high-prevalence countries, effect is 12.9% • For women effect is 14.5% • For men effect is 10.5% • Findings are robust to • Varying definition of shock, period of shock accumulation, region fixed effects • Future shock placebo test
  • 9. Pathways No evidence that effect is driven by • Permanent migration (disproportionately of HIV- individuals) • Temporary migration • Girls school-leaving • Early marriage Some evidence that a contributing factor may be Transactional sex • Women’s effects concentrated among those working in agriculture • Men’s effects concentrated among those working outside agriculture
  • 10. How important is this effect? End-of-decade prevalence as a function of accumulated shocks over the decade Shocks explain 15-20% of cross-country variation in each decade IMPLICATIONS: In societies where agriculture is the primary productive activity, its dynamics have significant implications for all facets of life, including health.
  • 11. Future Work • How does agricultural contracting with women (instead of men) impact agricultural and household outcomes? • Health outcomes include: • Women’s access to health care • Children’s health status • Children’s preventative care • Use of family planning • In Uganda: sugarcane contracts with women • In Ghana: ag-input contracts and contracts for irrigated land rental