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

被引:0
|
作者
Oluwatayo I.B. [1 ]
Adedeji T.A. [2 ]
机构
[1] University of Limpopo, Department of Agricultural Economics and Animal Production, Mankweng
[2] University of Ibadan, Department of Agricultural Economics, Ibadan
来源
关键词
Catfish production; Construction designs; DEA; Lagos State; Technical efficiency;
D O I
10.1186/s40066-019-0252-2
中图分类号
学科分类号
摘要
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. © 2019 The Author(s).
引用
收藏
相关论文
共 50 条
  • [1] DATA ENVELOPMENT ANALYSIS (DEA) APPROACH FOR ASSESSING TECHNICAL, ECONOMIC AND SCALE EFFICIENCY OF BROILER FARMS
    Hassan, Fardos A. M.
    [J]. IRAQI JOURNAL OF AGRICULTURAL SCIENCES, 2021, 52 (02): : 291 - 300
  • [2] Comparing technical efficiency of organic and conventional coffee farms in rural hill region of Nepal using data envelopment analysis (DEA) approach
    Poudel K.L.
    Johnson T.G.
    Yamamoto N.
    Gautam S.
    Mishra B.
    [J]. Organic Agriculture, 2015, 5 (4) : 263 - 275
  • [3] Funding structure and technical efficiency A data envelopment analysis (DEA) approach for banks in Ghana
    Ofori-Sasu, Daniel
    Abor, Joshua Yindenaba
    Mensah, Lord
    [J]. INTERNATIONAL JOURNAL OF MANAGERIAL FINANCE, 2019, 15 (04) : 425 - 443
  • [4] Measuring technical efficiency of dairy farms with imprecise data: a fuzzy data envelopment analysis approach
    Mugera, Amin W.
    [J]. AUSTRALIAN JOURNAL OF AGRICULTURAL AND RESOURCE ECONOMICS, 2013, 57 (04) : 501 - 519
  • [5] Efficiency analysis of dairy farms in the province of Izmir (Turkey): Data envelopment analysis (DEA)
    Candemir, M
    Koyubenbe, N
    [J]. JOURNAL OF APPLIED ANIMAL RESEARCH, 2006, 29 (01) : 61 - 64
  • [6] RESOURCE ALLOCATION APPROACH BASED ON DIFFERENT ENVIRONMENTAL DATA ENVELOPMENT ANALYSIS (DEA) TECHNOLOGIES
    Bi, Gongbing
    Zhu, Tao
    Luo, Yan
    [J]. ENVIRONMENTAL ENGINEERING AND MANAGEMENT JOURNAL, 2014, 13 (05): : 1229 - 1240
  • [7] RELATIVE TECHNICAL EFFICIENCY - DATA ENVELOPMENT ANALYSIS AND QUEBEC DAIRY FARMS
    CLOUTIER, LM
    ROWLEY, R
    [J]. CANADIAN JOURNAL OF AGRICULTURAL ECONOMICS-REVUE CANADIENNE D ECONOMIE RURALE, 1993, 41 (02): : 169 - 176
  • [8] Assessing technical efficiency of Chios sheep farms with data envelopment analysis
    Theodoridis, A.
    Ragkos, A.
    Roustemis, D.
    Galanopoulos, K.
    Abas, Z.
    Sinapis, E.
    [J]. SMALL RUMINANT RESEARCH, 2012, 107 (2-3) : 85 - 91
  • [9] Using non-parametric technical data envelopment analysis - DEA, for measuring productive technical efficiency
    Lita, Iulian
    Stamule, Tanase
    [J]. PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON BUSINESS EXCELLENCE, 2018, 12 (01): : 533 - 543
  • [10] Measuring the technical efficiency of cotton farms in Turkey using stochastic frontier and data envelopment analysis
    Cobanoglu, Ferit
    [J]. OUTLOOK ON AGRICULTURE, 2013, 42 (02) : 125 - 131