This article evaluates the impact of adoption of European Union (EU) private-sector standards on farmers health in rural Kenya. The study utilizes cross-sectional farm household-level data collected in 2006 from a randomly selected sample of 439 small-scale export farmers.We estimate the casual impact by utilizing a two-stage Poisson regression model, two-stage standard treatment effect model, as well as by regression based on propensity score, to assess the robustness of the results.Using these techniques, we demonstrate that the pesticide-ascribed incidence of acute illness symptoms and the associated cost of illness significantly decrease with the adoption of standards. Ceteris paribus, farmers who adopt standards experience 70% lesser incidence of acute illness and spent about 5060% less on restoring their health than nonadopters. Although standards can potentially prevent resource-poor smallholders from maintaining their position in lucrative export markets, they can also result in positive changes in the health of those farmers who do adopt them, as shown by these results. This implies that, if adopted on a large scale, standards may reduce production externalities, corroborating the view that they may serve as a catalyst to transform production systems in developing countries.
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TI - Agrifood supply chain, private-sector standards, and farmers' health: evidence from Kenya
AU - Asfaw, S.
AU - Mithöfer, D.
AU - Waibel, H.
AB - This article evaluates the impact of adoption of European Union (EU) private-sector standards on farmers health in rural Kenya. The study utilizes cross-sectional farm household-level data collected in 2006 from a randomly selected sample of 439 small-scale export farmers.We estimate the casual impact by utilizing a two-stage Poisson regression model, two-stage standard treatment effect model, as well as by regression based on propensity score, to assess the robustness of the results.Using these techniques, we demonstrate that the pesticide-ascribed incidence of acute illness symptoms and the associated cost of illness significantly decrease with the adoption of standards. Ceteris paribus, farmers who adopt standards experience 70% lesser incidence of acute illness and spent about 5060% less on restoring their health than nonadopters. Although standards can potentially prevent resource-poor smallholders from maintaining their position in lucrative export markets, they can also result in positive changes in the health of those farmers who do adopt them, as shown by these results. This implies that, if adopted on a large scale, standards may reduce production externalities, corroborating the view that they may serve as a catalyst to transform production systems in developing countries.
PY - 2010
UR - https://www.cifor-icraf.org/knowledge/publication/26152/
DO - https://doi.org/10.1111/j.1574-0862.2010.00443.x
KW - adaptation, agriculture, european union (eu), farmers, food resources, heterogeneity, kenya, pesticides, poisson regression model, private sectors, supply chain
ER -Endnote (.ciw)
%T Agrifood supply chain, private-sector standards, and farmers' health: evidence from Kenya
%A Asfaw, S.
%A Mithöfer, D.
%A Waibel, H.
%D 2010
%U https://www.cifor-icraf.org/knowledge/publication/26152/
%R https://doi.org/10.1111/j.1574-0862.2010.00443.x
%X This article evaluates the impact of adoption of European Union (EU) private-sector standards on farmers health in rural Kenya. The study utilizes cross-sectional farm household-level data collected in 2006 from a randomly selected sample of 439 small-scale export farmers.We estimate the casual impact by utilizing a two-stage Poisson regression model, two-stage standard treatment effect model, as well as by regression based on propensity score, to assess the robustness of the results.Using these techniques, we demonstrate that the pesticide-ascribed incidence of acute illness symptoms and the associated cost of illness significantly decrease with the adoption of standards. Ceteris paribus, farmers who adopt standards experience 70% lesser incidence of acute illness and spent about 5060% less on restoring their health than nonadopters. Although standards can potentially prevent resource-poor smallholders from maintaining their position in lucrative export markets, they can also result in positive changes in the health of those farmers who do adopt them, as shown by these results. This implies that, if adopted on a large scale, standards may reduce production externalities, corroborating the view that they may serve as a catalyst to transform production systems in developing countries.
%K adaptation
%K agriculture
%K european union (eu)
%K farmers
%K food resources
%K heterogeneity
%K kenya
%K pesticides
%K poisson regression model
%K private sectors
%K supply chain
Publication year
2010
ISSN
1574-0862
Authors
Asfaw, S.; Mithöfer, D.; Waibel, H.
Language
English
Keywords
adaptation, agriculture, european union (eu), farmers, food resources, heterogeneity, kenya, pesticides, poisson regression model, private sectors, supply chain
Source
Agricultural Economics. 41(3): 251-263
Geographic
Kenya
