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Comparative analysis of technical efficiency of catfish farms using different technologies in Lagos State, Nigeria: a Data Envelopment Analysis (DEA) approach

机译:尼日利亚拉各斯州使用不同技术的of鱼养殖场技术效率的比较分析:数据包络分析(DEA)方法

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Background There is no gainsaying the fact that demand for proteins has continuously outweighed supply in Nigeria. This is largely due to the rising population on one part and the low level of technology to cope with changing production practices specifically in the fishery sub-sector and agricultural production in general on the other part. The resultant effect of this is the widening demand and supply gap which often culminate in farmers devising different technologies or approaches to mediate the shortfall. This study therefore examined comparative analysis of technical efficiency among catfish producers using different construction designs in Lagos State, Nigeria. A sample consisting of 43 earthen catfish producers, 33 cage culture and 37 plastics tank was selected from three agricultural zones in the state. Data collected were analysed using descriptive statistics, budgetary and profitability analysis, regression analysis and Data Envelopment Analysis approach. Results and main findings Overall average technical efficiency estimates obtained under the Variable Returns to Scale (VRS) and Constant Returns to Scale (CRS) specification for earthen catfish producers were 0.92 and 0.73, respectively. The overall average technical efficiency estimates for VRS and CRS specification under cage culture catfish producers were 0.92 and 0.79, respectively, and overall mean estimates obtained for VRS and CRS specification under plastic tank catfish producers were 0.95 and 0.69, respectively. However, for CRS under earthen pond, two variables, sex and age of farmer with t values of ??2.10 and 1.82, were equally significant. Again, for CRS under cage culture, two variables were significant, and these were years of formal education and primary occupation with t values of ??2.09 and 2.16. Under CRS for plastic tank, two variables—age and religion with t values of 2.04 and 1.99—were significant at 5 and 10%, respectively. Conclusions The study concludes that the most efficient and profitable construction designs among earthen, cage culture and plastic tank are the earthen pond. This is because of its cost-effectiveness in terms of design and management as well as the limited impact on the environment. As indicated, years of formal education were significant in all the designs revealing that education plays a pivotal role in efficiency. The implication of the findings is that famers should be better educated on the dangers inherent in polluting water bodies to avoid contamination (since the earthen pond is the most efficient) to enhance catfish production if the much desired production increase is to be sustained.
机译:背景技术毫无疑问,尼日利亚对蛋白质的需求一直超过供应。这主要是由于一方面人口增加,另一方面是技术水平较低,无法应对不断变化的生产方式,特别是在渔业分部门和一般而言的农业生产方面。由此产生的结果是供需缺口的扩大,这往往导致农民设计出不同的技术或方法来解决短缺问题。因此,本研究对尼日利亚拉各斯州采用不同结构设计的cat鱼生产者的技术效率进行了比较分析。从该州的三个农业区中选取了一个由43个土cat鱼生产者,33个网箱养殖场和37个塑料罐组成的样本。使用描述性统计,预算和获利能力分析,回归分析和数据包络分析方法对收集到的数据进行分析。结果和主要调查结果根据土cat鱼生产者的可变规模收益(VRS)和恒定规模收益(CRS)规范获得的总体平均技术效率估计分别为0.92和0.73。网箱养殖cat鱼生产者对VRS和CRS规范的总体平均技术效率估计分别为0.92和0.79,塑料罐cat鱼生产者对VRS和CRS规范所获得的总体平均估计分别为0.95和0.69。但是,对于土池下的CRS,t值分别为2.10和1.82的农民性别和年龄这两个变量同等重要。同样,对于网箱养殖下的CRS,两个变量是显着的,分别是正规教育的年限和主要职业,t值分别为2.09和2.16。在塑料罐的CRS中,两个变量(年龄和宗教信仰,t值分别为2.04和1.99)显着分别为5%和10%。结论研究得出结论,土池,网箱养殖和塑料池中最有效,最有利的建筑设计是土池。这是因为它在设计和管理方面具有成本效益,并且对环境的影响有限。如前所述,在所有设计中,正规教育的年限都是很重要的,这表明教育在效率中起着至关重要的作用。研究结果的含义是,如果要持续不断提高产量,就应该更好地向养殖者提供有关污染水体固有危险的教育,以避免污染(因为土池是最有效的),以提高cat鱼的产量。

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