Impact of tissue culture banana technology in Kenya: A difference-in-difference estimation approach
AbstractMost micro-level studies on the impact of agricultural technologies build on cross-section data, which can lead to unreliable impact estimates. Here, we use panel data covering two time periods to estimate the impact of tissue culture (TC) banana technology in the Kenyan small farm sector. TC banana is an interesting case, because previous impact studies showed mixed results. We combine propensity score matching with a difference-in-difference estimator to control for selection bias and account for temporal impact variability. TC adoption has positive impacts on banana productivity and profits. The technology increases yields by 40-50% and gross margins by around 100%. These large effects represent the impact of TC technology in combination with improved management practices and higher input use, which is recommended. Looking at the isolated TC effect may underestimate impact because of synergistic relationships. The results suggest that extension efforts to deliver the technological package to smallholder farmers should be scaled up.
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Bibliographic InfoPaper provided by Courant Research Centre PEG in its series Courant Research Centre: Poverty, Equity and Growth - Discussion Papers with number 117.
Date of creation: 06 Jul 2012
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Agricultural technology; Difference-in-difference; Selection bias; Temporal impact variability; Impact; Kenya;
This paper has been announced in the following NEP Reports:
- NEP-AFR-2012-07-14 (Africa)
- NEP-AGR-2012-07-14 (Agricultural Economics)
- NEP-ALL-2012-07-14 (All new papers)
- NEP-EFF-2012-07-14 (Efficiency & Productivity)
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