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Water and Poverty Linkages in Agricultural Settings:    São Francisco River Basin, Brazil Summer L. Allen World Water Week Stockholm, Sweden August 18, 2009
Past Research Conclusions ,[object Object],[object Object],[object Object]
Research Questions ,[object Object],[object Object],[object Object]
Research Location
Total Poverty in SFRB
Rural Poverty
Water Availability
Agricultural Production
Precipitation and Rural Poverty in the SFRB 0 20% 40% 60% % rural poor 500 1000 1500 2000 mean precipitation(mm)
Potential Effects of Water on Poverty ,[object Object],[object Object],[object Object],[object Object],[object Object],Income ( Y ) in each município ( i ) is a product of agricultural incomes ( Y ag ) and wages earned ( W ), given socio-economic factors ( SE ) and environmental factors ( E ), and influenced by water ( WA ):
Variables Evaluated ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Low Precipitation Areas
Low Precipitation Areas Poverty Extreme Poverty VARIABLES Water Agric Socio-Econ Political Water Agri Socio-Econ Political Precipitation 0.05 0.04 0.02 0.05 0.02 0.02 -0.02 0.04 Std dev of precip 0.49*** 0.45*** 0.25* 0.25* 0.30** 0.24* 0.08 0.05 Water avail index 1.00 5.86 2.77 2.45 0.10 2.76 1.13 1.23 % irrigated -0.64*** -0.47** -0.47** -0.36** -0.27 -0.28* Log productivity index -25.95*** -14.35** -12.54** -17.32*** -9.80** -8.85** Log cultivated area -6.65** -0.28 -0.31 -5.84** -2.12 -1.89 Distance to cities 0.07* 0.07* 0.09** 0.07* Distance to airports 0.10* 0.08 0.14*** 0.12** % migrated -1.17 -1.60** -0.11 -0.92 Log rural wages -7.38* -8.09* -6.11 -4.78 Dependency ratio 0.37*** 0.36*** 0.20*** 0.21*** Log Urbanization 1.65 6.17 1.72 9.59 education 2.97 4.35 -0.85 0.28 % small farms -0.23 -0.53 0.37 0.2 AL state 0.08*** 0.09*** SE state 0.04* 0.06*** BA1 state 0.04** 0.08*** PE1 state 0.04** 0.07*** Município size 0.08 0.18 Observations 238 237 195 195 237 236 194 194 Adjusted R-squared 0.03 0.204 0.436 0.462 0.012 0.126 0.279 0.382
High Precipitation Areas
High Precipitation Areas Poverty Extreme Poverty VARIABLES Water Agri Socio-Econ Political Water Agri Socio-Econ Political Precipitation -0.30*** -0.35*** -0.18*** -0.16*** -0.11*** -0.14*** -0.07*** -0.05*** Std dev of precip 1.01*** 0.99*** 0.32** 0.22 0.56*** 0.55*** 0.25*** 0.11 Water avail index -10.29 -6.74 -4.67 -6.89* -1.18 0.75 1.95 -0.5 % irrigated 0.02 -0.21 -0.26 0.01 0.04 0.02 Log productivity index -29.36** -10.07 -10.14 -13.29** -6.11 -5.88* Log cultivated area 20.27*** 7.02** 2.74 11.20*** 4.54*** 0.32 Distance to cities 0.08** 0.08* 0.05** 0.04* Distance to airports 0.03 0.02 0.04 0.01 % migrated -0.1 -0.29 0.29 0.09 Log rural wages -18.58*** -18.60*** -4.50** -4.22** Dependency ratio 0.42*** 0.38*** 0.13*** 0.09*** Log Urbanization -71.46*** -62.30*** -43.97*** -32.56*** education -25.20*** -21.84*** -16.50*** -11.66*** % small farms 1.96*** 1.75*** 0.96*** 1.00*** MG  state -0.05* -0.03** BA1 state -0.01 0.01 Município Size 0.09 0.15 Observations 193 193 171 171 193 193 171 171 Adjusted R-squared 0.416 0.485 0.788 0.797 0.397 0.497 0.735 0.812
Summary of Regression Results ,[object Object],[object Object],[object Object],[object Object],[object Object]
Policy Implications ,[object Object],[object Object],[object Object],[object Object]
References ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],References

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Water & Poverty Links In Agriculture SWWW09 Allen Et Al

  • 1. Water and Poverty Linkages in Agricultural Settings: São Francisco River Basin, Brazil Summer L. Allen World Water Week Stockholm, Sweden August 18, 2009
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  • 9. Precipitation and Rural Poverty in the SFRB 0 20% 40% 60% % rural poor 500 1000 1500 2000 mean precipitation(mm)
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  • 13. Low Precipitation Areas Poverty Extreme Poverty VARIABLES Water Agric Socio-Econ Political Water Agri Socio-Econ Political Precipitation 0.05 0.04 0.02 0.05 0.02 0.02 -0.02 0.04 Std dev of precip 0.49*** 0.45*** 0.25* 0.25* 0.30** 0.24* 0.08 0.05 Water avail index 1.00 5.86 2.77 2.45 0.10 2.76 1.13 1.23 % irrigated -0.64*** -0.47** -0.47** -0.36** -0.27 -0.28* Log productivity index -25.95*** -14.35** -12.54** -17.32*** -9.80** -8.85** Log cultivated area -6.65** -0.28 -0.31 -5.84** -2.12 -1.89 Distance to cities 0.07* 0.07* 0.09** 0.07* Distance to airports 0.10* 0.08 0.14*** 0.12** % migrated -1.17 -1.60** -0.11 -0.92 Log rural wages -7.38* -8.09* -6.11 -4.78 Dependency ratio 0.37*** 0.36*** 0.20*** 0.21*** Log Urbanization 1.65 6.17 1.72 9.59 education 2.97 4.35 -0.85 0.28 % small farms -0.23 -0.53 0.37 0.2 AL state 0.08*** 0.09*** SE state 0.04* 0.06*** BA1 state 0.04** 0.08*** PE1 state 0.04** 0.07*** Município size 0.08 0.18 Observations 238 237 195 195 237 236 194 194 Adjusted R-squared 0.03 0.204 0.436 0.462 0.012 0.126 0.279 0.382
  • 15. High Precipitation Areas Poverty Extreme Poverty VARIABLES Water Agri Socio-Econ Political Water Agri Socio-Econ Political Precipitation -0.30*** -0.35*** -0.18*** -0.16*** -0.11*** -0.14*** -0.07*** -0.05*** Std dev of precip 1.01*** 0.99*** 0.32** 0.22 0.56*** 0.55*** 0.25*** 0.11 Water avail index -10.29 -6.74 -4.67 -6.89* -1.18 0.75 1.95 -0.5 % irrigated 0.02 -0.21 -0.26 0.01 0.04 0.02 Log productivity index -29.36** -10.07 -10.14 -13.29** -6.11 -5.88* Log cultivated area 20.27*** 7.02** 2.74 11.20*** 4.54*** 0.32 Distance to cities 0.08** 0.08* 0.05** 0.04* Distance to airports 0.03 0.02 0.04 0.01 % migrated -0.1 -0.29 0.29 0.09 Log rural wages -18.58*** -18.60*** -4.50** -4.22** Dependency ratio 0.42*** 0.38*** 0.13*** 0.09*** Log Urbanization -71.46*** -62.30*** -43.97*** -32.56*** education -25.20*** -21.84*** -16.50*** -11.66*** % small farms 1.96*** 1.75*** 0.96*** 1.00*** MG state -0.05* -0.03** BA1 state -0.01 0.01 Município Size 0.09 0.15 Observations 193 193 171 171 193 193 171 171 Adjusted R-squared 0.416 0.485 0.788 0.797 0.397 0.497 0.735 0.812
  • 16.
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  • 18.
  • 19.