2019
DOI: 10.1016/j.jclepro.2018.10.250
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Does climate adaptation of vulnerable households to extreme events benefit livestock production?

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Cited by 21 publications
(14 citation statements)
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“…Findings also highlighted that access to milk cooling system is the most strategic technology to increase the production's frontier: the use of a cooling system increased the frontier by nearly 29% (e 0.255 − 1 = 0.291 in Model 3-A and e 0.250 − 1 = 0.283 in Model 3-B). This result is in line with recent studies (Bai et al, 2019;Khanal et al, 2018;Ojo & Baiyegunhi, 2020), which used the SF approach and showed a positive impact of climate-smart practices on technical efficiency.…”
Section: Stochastic Frontier Modelssupporting
confidence: 92%
See 1 more Smart Citation
“…Findings also highlighted that access to milk cooling system is the most strategic technology to increase the production's frontier: the use of a cooling system increased the frontier by nearly 29% (e 0.255 − 1 = 0.291 in Model 3-A and e 0.250 − 1 = 0.283 in Model 3-B). This result is in line with recent studies (Bai et al, 2019;Khanal et al, 2018;Ojo & Baiyegunhi, 2020), which used the SF approach and showed a positive impact of climate-smart practices on technical efficiency.…”
Section: Stochastic Frontier Modelssupporting
confidence: 92%
“…Ankrah Twumasi and Jiang (2021) evaluated the impact of CCAS on the technical efficiency of goat farmers in Ghana, showing that these practices helped increase farmers' efficiency. Using SF models, Bai et al (2019) indicated that CCAS improved livestock production's technical efficiency among vulnerable Chinese farmers. Ojo and Baiyegunhi (2020) conducted a similar analysis among smallholder rice farmers in Nigeria, pointing to the importance of CCAS in enhancing average rice yield and technical efficiency.…”
Section: Introductionmentioning
confidence: 99%
“…Crops under natural conditions face various environmental constraints, including drought, salinity, temperature, and heavy metals (Anderson et al, 2020;Bai et al, 2019;Lei et al, 2021). Annually, these abiotic stresses cause a reduction of approximately 70% in the potential crop yields worldwide (Trevisan et al, 2019;Razi and Muneer, 2021).…”
Section: Introductionmentioning
confidence: 99%
“…However, the rank of these companies' efficiency remained the same. Kuosmanen et al and Bai et al also conducted empirical studies by applying the two methods, compared the theories and the deviation process, and summarized their corresponding advantages and disadvantages [16,17]. DEA was a popular tool used to analyze efficiency within many fields [18].…”
mentioning
confidence: 99%
“…Consequently, the results of the DEA cannot yield a specific function that describes the relationship between the input and output variables. Moreover, some errors may arise in the process of estimation when using this method, especially in relation to macroeconomic data, because random noises are discounted [17]. Contrasting with DEA, SFA is a parametric method accounting for random errors, and it enables the identification of inefficient factors and random errors [25].…”
mentioning
confidence: 99%