2019
DOI: 10.1016/j.worlddev.2019.104631
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The productivity and income effects of adoption of improved soybean varieties and agronomic practices in Malawi

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Cited by 55 publications
(57 citation statements)
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References 35 publications
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“…Households who had below‐average crop income tended to adopt the CSI technologies. These results are in line with several past studies (Lokshin & Sajaia, 2004; Manda et al, 2019; Tufa et al, 2019; Wossen et al, 2019).…”
Section: Resultssupporting
confidence: 93%
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“…Households who had below‐average crop income tended to adopt the CSI technologies. These results are in line with several past studies (Lokshin & Sajaia, 2004; Manda et al, 2019; Tufa et al, 2019; Wossen et al, 2019).…”
Section: Resultssupporting
confidence: 93%
“…Table 6 presents the parameter estimates of the ESR model of consumption expenditure. While the ESR model is theoretically identifiable even when the same independent variables are in all the three equations, it is often suggested that instruments be used based on substantive arguments for better identification (Manda et al, 2019; Tufa et al, 2019). In this study, the number of neighboring farmers that were using the technology in the area was used as an instrument after performing a simple falsification test for its validity.…”
Section: Resultsmentioning
confidence: 99%
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“…The failure to account for the potential endogenous selection bias in the outcome equations may, therefore, result in biased and inconsistent estimators. Past studies have applied both semi-parametric and parametric approaches that take account of the potential self-selection problem (Abdoulaye, Wossen, & Awotide, ;Ainembabazi et al, 2018;Ali & Abdulai, 2010;Asfaw, Kassie, Simtowe, & Lipper, 2012;Becerril & Abdulai, 2010;Feleke, Manyong, Abdoulaye, & Alene, 2016;Khonje, Manda, Alene, & Kassie, 2015;Manda et al, 2019;Shiferaw et al, 2014;Tufa et al, 2019;Wossen et al, 2017). In this study, we use the parametric approach (endogenous switching regression model), and semi-parametric (propensity score matching) approaches, with the latter being used as a robustness check to the results of the former.…”
Section: Empirical Modelmentioning
confidence: 99%
“…Skevas and Grashuis [7] calculated the technical efficiency of grain marketing cooperatives in the Midwest of the United States, and hold that spatial spillover effects affect the technical efficiency of cooperatives. Tufa et al [8] found that soybean yields and net crop incomes for adopters are significantly higher than those of non-adopters over the entire probability distribution of ISVAPs adoption in Malawi. Gong et al [9] proposed that cooperative membership may encourage farmers to learn more advanced technology and take advantage of productivity-enhancing practices.…”
Section: Introductionmentioning
confidence: 99%