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Research on China’s mariculture efficiency evaluation and influencing factors with undesirable outputs—an empirical analysis of China’s ten coastal regions

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Abstract

Based on the data of China’s ten coastal regions from 2003 to 2012, this paper conducts a data envelopment analysis (DEA) model to evaluate China’s mariculture efficiency with undesirable outputs using Seiford’s linear converting method. The result shows the average efficiency is about 0.714, relatively low and without ascending over time. The efficiency of different provinces differing obviously, ones of Tianjin and Guangxi are high while Hebei and Jiangsu’s are low. Efficiency-influencing factors are analyzed with the Tobit model, revealing that technology extension convenience and technology level have positive influence, while training intensity factor has negative one. The species structure factor and regional factor have also been found to have significant impact on the efficiency.

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Notes

  1. the universal two-child policy: a policy that allows one couple to have two children

References

  • Asche F, Roll KH, Tveteras R (2009) Economic inefficiency and environmental impact: an application to aquaculture production. J Environ Econ Manag 58(1):93–105

    Article  Google Scholar 

  • Chung YH, Färe R, Grosskopf S (1997) Productivity and undesirable outputs: a directional distance function approach. Journal of. Environ Manag 51(3):229–240

    Google Scholar 

  • Cinemre HA, Ceyhan V, Bozoğlu M, Demiryürek K, Kılıç O (2006) The cost efficiency of trout farms in the Black Sea region, Turkey. Aquaculture 251(2):324–332

    Article  Google Scholar 

  • Greene WH (1981) On the asymptotic bias of the ordinary least squares estimator of the Tobit model. Econometrica: Journal of the Econometric Society 49(2):505–513

    Article  Google Scholar 

  • Hailu A, Veeman TS (2001) Non-parametric productivity analysis with undesirable outputs: an application to the Canadian pulp and paper industry. Am J Agric Econ 83(3):605–616

  • Hu ZL (1999) An introduction of regional development in china. Peking University Press(in Chinese)

  • Huguenin JE, Rothwell GN (1979) The problems, economic potentials and system design of large future tropical marine fish cage systems. J World Aquacult Soc 10(1–4):162–181

    Google Scholar 

  • Karagiannis G, Katranidis SD, Tzouvelekas V (2000) Measuring technical, allocative and cost efficiencies of seabass and seabream farms in Greece. Aquaculture Economics & Management 4(3–4):191–207

    Article  Google Scholar 

  • Khayati M, Mashoufi M (2007) Measurement and analysis of total factor productivity in aquaculture farms a case study of warm and cold water farms in gilan province. Eqtesad-e keshavarzi va towse’s (15):53–74

  • Li GC, Feng ZX, Fan LX (2006) Education, health and farmers' income growth—evidence from rural areas. Chinese Rural Economy (1):66–74(in Chinese)

  • Li Y, Sun GX, Liu Y, Gao TT, Yu KS, Liu JL (2011) Effects of temperature on feed intake, growth and digestive enzyme activity of turbot Scophthatmus miximus L. in high stocking density of closed recirculation aquaculture system. Progress in Fishery Sciences 32(6):17–24 (in Chinese)

    Google Scholar 

  • Lin DN, Gu XB, Feng B (2007) Technical efficiency evaluation of Maoming fishery production based on DEA. Journal of Maoming College 17:70–73 (in Chinese)

    Google Scholar 

  • Liu YH, Zu XJ, Wang ZW, Li XY, Zhang YD (2011) The investigate of practical technology training of fishermen. Chinese fisheries economics 29(5):32–35 (in Chinese)

    CAS  Google Scholar 

  • Martinez-Cordero FJ, Leung P (2004) Sustainable aquaculture and producer performance: measurement of environmentally adjusted productivity and efficiency of a sample of shrimp farms in Mexico. Aquaculture 241(1):249–268

    Article  Google Scholar 

  • Scheel H (2001) Undesirable outputs in efficiency valuations. Eur J Oper Res 132(2):400–410

    Article  Google Scholar 

  • Seiford LM, Zhu J (2002) Modeling undesirable factors in efficiency evaluation. Eur J Oper Res 142(1):16–20

    Article  Google Scholar 

  • Sharma KR, Leung P (1998) Technical efficiency of carp production in Nepal: an application of stochastic frontier production function approach. Aquaculture Economics & Management 2(3):129–140

    Article  Google Scholar 

  • Singh K (2008) Farm specific economic efficiency of fish production in south Tripura district: a stochastic frontier approach. Indian Journal of Agricultural Economics 63(4):598

    Google Scholar 

  • State Oceanic Administration People’s Republic of China (2014) Report on China’s Marine Environment Quality. 2014-03-25. http://www.mlr.gov.cn. 2014-03.

  • Sun JT (1990) Investigation and countermeasures of mariculture economic problems in Shandong province. Dongyue Tribune 6:68–72 (in Chinese)

    Google Scholar 

  • Sun ZM (2012) An empirical study on production factors’ elasticity of water aquaculture in China: based on trans-log production function. Chinese Fisheries Economics 30:133–139 (in Chinese)

    Google Scholar 

  • Tone K (2003) Dealing with undesirable outputs in DEA: A slacks-based measure (SBM) approach. GRIPS Research Report Series, 1

  • Tu ZG, Liu LK (2011) Efficiency evaluation of industrial sectors in China accounting for the energy and environment factors based on provincial data by SBM approach. Econ Rev 2:55–65 (in Chinese)

    Google Scholar 

  • Vassdal T, Holst HMS (2011) Technical progress and regress in Norwegian salmon farming: a Malmquist index approach. Mar Resour Econ 26(4):329–341

    Article  Google Scholar 

  • Von Lukowicz M (1998) Education and training in recreational fishery in Germany

  • Wang DL (2013) Research on China aquaculture production efficiency and its influencing factors. Ocean Development and Management 2:94–98 (in Chinese)

    Google Scholar 

  • Zheng PY (1988) The economic benefits of prawn breeding. Ocean and coastal zone development 3:22–25 (in Chinese)

    Google Scholar 

Download references

Acknowledgments

The work is supported by the National Natural Science Foundation of China:Research on China’s Aquaculture Efficiency Evaluation, Development Mode and Optimum Path with Ecological and Environmental Constraints under the background of marine granary policy (Grant Nos. 71573238).

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Correspondence to Jianyue Ji.

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Wang, P., Ji, J. Research on China’s mariculture efficiency evaluation and influencing factors with undesirable outputs—an empirical analysis of China’s ten coastal regions. Aquacult Int 25, 1521–1530 (2017). https://doi.org/10.1007/s10499-017-0131-4

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  • DOI: https://doi.org/10.1007/s10499-017-0131-4

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