926
Views
25
CrossRef citations to date
0
Altmetric
Original Articles

Data envelopment analysis for analyzing technical efficiency in aquaculture: The bootstrap methods

, , &

References

  • Alam, F. (2011). Measuring technical, allocative and cost efficiency of pangas (Pangasius hypophthalmus: Sauvage 1878) fish farmers of Bangladesh. Aquaculture Research, 42(10), 1487–1500. doi:10.1111/j.1365-2109.2010.02741.x
  • Alam, F., & Murshed-e-Jahan, M. (2008). Resource allocation efficiency of the prawn-carp farmers of Bangladesh. Aquaculture Economics & Management, 12(3), 188–206. doi:10.1080/13657300802332976
  • Andersen, P., & Petersen, N. C. (1993). A procedure for ranking efficient units in data envelopment analysis. Management Science, 39(10), 1261–1264. doi:10.1287/mnsc.39.10.1261
  • Anh Ngoc, P. T., Gaitán-Cremaschi, D., Meuwissen, M. P., Le, T. C., Bosma, R. H., Verreth, J., & Lansink, A. O. (2018). Technical inefficiency of Vietnamese pangasius farming: A data envelopment analysis. Aquaculture Economics & Management, 22(2), 229–243. doi:10.1080/13657305.2017.1399296
  • Anh, P. T., Kroeze, C., Bush, S. R., & Mol, A. P. (2010). Water pollution by intensive brackish shrimp farming in south-east Vietnam: Causes and options for control. Agricultural Water Management, 97(6), 872–882. doi:10.1016/j.agwat.2010.01.018
  • Asche, F., Guttormsen, A. G., & Nielsen, R. (2013). Future challenges for the maturing Norwegian salmon aquaculture industry: An analysis of total factor productivity change from 1996 to 2008. Aquaculture, 396, 43–50. doi:10.1016/j.aquaculture.2013.02.015
  • Au, H. T. N., The, B. D., & Speelman, S. (2018). Analyzing the variations in cost-efficiency of marine cage lobster aquaculture in Vietnam: A two-stage bootstrap DEA approach. Aquaculture Economics & Management, 22(4), 458–473. doi:10.1080/13657305.2018.1429032
  • Badunenko, O., & Mozharovskyi, P. (2016). Nonparametric frontier analysis using Stata. The Stata Journal: Promoting Communications on Statistics and Stata, 16(3), 550–589. doi:10.1177/1536867X1601600302
  • Badunenko, O., & Tauchmann, H. (2019). Simar and Wilson two-stage efficiency analysis for Stata. The Stata Journal: Promoting Communications on Statistics and Stata, 19(4), 950–988. doi:10.1177/1536867X19893640
  • Balcombe, K., Fraser, I., Latruffe, L., Rahman, M., & Smith, L. (2008). An application of the DEA double bootstrap to examine sources of efficiency in Bangladesh rice farming. Applied Economics, 40(15), 1919–1925. doi:10.1080/00036840600905282
  • Banker, R. D., & Chang, H. (2006). The super-efficiency procedure for outlier identification, not for ranking efficient units. European Journal of Operational Research, 175(2), 1311–1320. doi:10.1016/j.ejor.2005.06.028
  • Battese, G.E., & Coelli, T. (1995). A model for technical inefficiency effects in a stochastic frontier production function for panel data. Empirical Economics, 20(2), 325–332. doi:10.1007/BF01205442
  • Besstremyannaya, G. (2013). The impact of Japanese hospital financing reform on hospital efficiency: A difference‐in‐difference approach. Japanese Economic Review, 64(3), 337–362. doi:10.1111/j.1468-5876.2012.00585.x
  • Bogetoft, P., & Otto, L. (2010). Benchmarking with DEA, SFA, and R (Vol. 157). New York: Springer Science & Business Media.
  • Burgess, J. F., & Wilson, P. W. (1998). Variation in inefficiency among US hospitals. Canadian Journal of Operational Research and Information Processing, 36, 84–102.
  • Chang, H., Boisvert, R.N., & Hung, L. (2010). Land subsidence, production efficiency and the decision of aquaculture firms in Taiwan to discontinue production. Ecological Economics, 69(12), 2448–2456. doi:10.1016/j.ecolecon.2010.07.020
  • Cinemre, H.A., Ceyhan, V., Bozoğlu, M., Demiryürek, K., & Kılıç, O. (2006). The cost efficiency of trout farms in the Black Sea region, Turkey. Aquaculture, 251(2–4), 324–332. doi:10.1016/j.aquaculture.2005.06.016
  • Coelli, T. J., Rao, D. S. P., & Battese, G. E. (2005). An introduction to efficiency and productivity analysis. Plymouth, MA: Kluwer Academic Publishers.
  • Den, T. D., Ancev, T., & Harris, M. (2007). Technical efficiency of prawn farms in the Mekong Delta, Vietnam. 51st AARES Annual Conference, February 13–16, 2007. Queenstown, NZ: Australian Agricultural and Resource Economics Society.
  • Dey, M. M., Paraguas, F. J., Srichantuk, N., Xinhua, Y., Bhatta, R., & Dung, C. L. T. (2005). Technical efficiency of freshwater pond polyculture production in selected Asian Countries. Estimation and implication. Aquaculture Economics & Management, 9(1), 39–63. doi:10.1080/13657300590961528
  • FAO. (2018). The State of World Fisheries and Aquaculture 2018 – Meeting the sustainable development goals. Rome, Italy: FAO.
  • Farrell, M. J. (1957). The measurement of productive efficiency. Journal of the Royal Statistical Society: Series A (General), 120(3), 253–281. doi:10.2307/2343100
  • Fernandes, F. D. S., Stasinakis, C., & Bardarova, V. (2018). Two-stage DEA – truncated regression: Application in banking efficiency and financial development. Expert Systems with Applications, 96, 284–301. doi:10.1016/j.eswa.2017.12.010
  • Fisheries Directorate of Vietnam. (2017). Overall scheme of developing Vietnam shrimp industry till 2030 (in Vietnamese). Hanoi, Vietnam: Ministry of Agriculture and Rural Development.
  • Hassanpour, B., Ismail, M. M., Mohamed, Z., & Kamarulzaman, N. H. (2010). Sources of productivity growth in rainbow trout aquaculture in Iran: Technical efficiency change or technological progress? Aquaculture Economics & Management, 14(3), 218–234. doi:10.1080/13657305.2010.503474
  • Iliyasu, A., & Mohamed, Z. A. (2015). Technical efficiency of tank culture systems in peninsular Malaysia: An application of data envelopment analysis. Aquaculture Economics & Management, 19(4), 372–386. doi:10.1080/13657305.2015.1082118
  • Iliyasu, A., & Mohamed, Z. A. (2016). Evaluating contextual factors affecting the technical efficiency of freshwater pond culture systems in Peninsular Malaysia: A two-stage DEA approach. Aquaculture Reports, 3, 12–17. doi:10.1016/j.aqrep.2015.11.002
  • Iliyasu, A., Mohamed, Z. A., Ismail, M. M., Abdullah, A. M., Kamarudin, S. M., & Mazuki, H. (2014). A review of production frontier research in aquaculture (2001–2011). Aquaculture Economics & Management, 18(3), 221–247. doi:10.1080/13657305.2014.926464
  • Iliyasu, A., Mohamed, Z. A., & Terano, R. (2016). Comparative analysis of technical efficiency for different production culture systems and species of freshwater aquaculture in Peninsular Malaysia. Aquaculture Reports, 3, 51–57. doi:10.1016/j.aqrep.2015.12.001
  • Johnson, A.L., & Kuosmanen, T. (2012). One-stage and two-stage DEA estimation of the effects of contextual variables. European Journal of Operational Research, 220(2), 559–570. doi:10.1016/j.ejor.2012.01.023
  • Keramidou, I., & Mimis, A. (2011). An application of the double-bootstrap data envelopment analysis to investigate sources of efficiency in the Greek poultry sector. World’s Poultry Science Journal, 67(4), 675–686. doi:10.1017/S0043933911000754
  • Kiet, N. T., & Fisher, T. C. (2014). Efficiency analysis and the effect of pollution in the Mekong river delta. Aquaculture Economics & Management, 18(4), 325–343. doi:10.1080/13657305.2014.959209
  • Kobayashi, M., Msangi, S., Batka, M., Vannuccini, S., Dey, M. M., & Anderson, J. L. (2015). Fish to 2030: The role and opportunity for aquaculture. Aquaculture Economics & Management, 19(3), 282–300. doi:10.1080/13657305.2015.994240
  • Lam Anh, N., Tung, P. B., Bosma, R., Verreth, J., Leemans, R., De Silva, S., & Lansink, A. O. (2018). Impact of climate change on the technical efficiency of striped catfish, Pangasianodon hypophthalmus, farming in the Mekong Delta, Vietnam. Journal of the World Aquaculture Society, 49(3), 570–581. doi:10.1111/jwas.12488
  • Latruffe, L., Davidova, S., & Balcombe, K. (2008). Application of a double bootstrap to investigation of determinants of technical efficiency of farms in Central Europe. Journal of Productivity Analysis, 29(2), 183–191. doi:10.1007/s11123-007-0074-2
  • Long, L. K., & Binh, P. T. (2013). Profitability analysis for white leg shrimp aquaculture farms in Ninh Hoa town, Khanh Hoa province (in Vietnamese). Tạp chí Khoa học và Công nghệ thủy sản (Journal of Fisheries Science and Technology), 2, 62–66.
  • Long, L. K., Thap, L. V., Thuy, P. T. T., & Thuy, N. X. (2016). Sustainable development of white-leg shrimp farming in the Vietnam’s southern central coastal provinces (in Vietnamese). University of Nha Trang, Khanh Hoa, Vietnam: Ministry of Education and Training Project (code: B2014-13-12).
  • McDonald, J. (2009). Using least squares and tobit in second stage DEA efficiency analyses. European Journal of Operational Research, 197(2), 792–798. doi:10.1016/j.ejor.2008.07.039
  • Mitra, S., Khan, M. A., & Nielsen, R. (2019). Credit constraints and aquaculture productivity. Aquaculture Economics & Management, 23(4), 410–427. doi:10.1080/13657305.2019.1641571
  • Nielsen, R. (2011). Green and technical efficient growth in Danish fresh water aquaculture. Aquaculture Economics & Management, 15(4), 262–277. doi:10.1080/13657305.2011.624574
  • Nielsen, R. (2012). Introducing individual transferable quotas on nitrogen in Danish fresh water aquaculture: Production and profitability gains. Ecological Economics, 75, 83–90. doi:10.1016/j.ecolecon.2012.01.002
  • Nielsen, R., Andersen, J. L., & Bogetoft, P. (2014). Dynamic reallocation of marketable nitrogen emission permits in Danish freshwater aquaculture. Marine Resource Economics, 29(3), 219–239. doi:10.1086/677758
  • Olesen, O. B., & Petersen, N. C. (2016). Stochastic data envelopment analysis—A review. European Journal of Operational Research, 251(1), 2–21. doi:10.1016/j.ejor.2015.07.058
  • Olson, K., & Vu, L. (2009). Economic efficiency in farm households: Trends, explanatory factors, and estimation methods. Agricultural Economics, 40(5), 587–599. doi:10.1111/j.1574-0862.2009.00400.x
  • Rahman, M. T., Nielsen, R., Khan, M. A., & Asmild, M. (2019). Efficiency and production environmental heterogeneity in aquaculture: A meta-frontier DEA approach. Aquaculture, 509, 140–148. doi:10.1016/j.aquaculture.2019.05.002
  • Reddy, G. P., Reddy, M. N., Sontakki, B. S., & Prakash, D. B. (2008). Measurement of efficiency of shrimp (peneaus monodon) farmers in Andhra Pradesh. Indian Journal of Agricultural Economics, 63(4), 653–657.
  • Roy, A. K., & Jens, N. (2008). Econometric approach for estimation of technical efficiency of aquaculture farms. In A. K. Roy & N. Serangi (Eds.), Applied bioinformatics, statistics and economics in fisheries research (pp. 501–518). New Delhi, India: New India Publishing Agency.
  • Sharma, K. R., & Leung, P. (2003). A review of production frontier analysis for aquaculture management. Aquaculture Economics & Management, 7(1–2), 15–34. doi:10.1080/13657300309380329
  • Shephard, R. W. (1970). Theory of cost and production function. Princeton, NJ: Princeton University Press.
  • Simar, L. (2007). How to improve the performances of DEA/FDH estimators in the presence of noise? Journal of Productivity Analysis, 28(3), 183–201. doi:10.1007/s11123-007-0057-3
  • Simar, L., & Wilson, P. (1998). Sensitivity analysis of efficiency scores: How to bootstrap in nonparametric frontier. Management Science, 44(1), 49–61. doi:10.1287/mnsc.44.1.49
  • Simar, L., & Wilson, P. (2000). Statistical inference in nonparametric frontier models. The state of the art. Journal of Productivity Analysis, 13(1), 49–78. doi:10.1007/s11123-010-0200-4
  • Simar, L., & Wilson, P. W. (2002). Non-parametric tests of returns to scale. European Journal of Operational Research, 139(1), 115–132. doi:10.1016/S0377-2217(01)00167-9
  • Simar, L., & Wilson, P. W. (2007). Estimation and inference in two-stage, semi-parametric models of production processes. Journal of Econometrics, 136(1), 31–64. doi:10.1016/j.jeconom.2005.07.009
  • Simar, L., & Wilson, P. W. (2011). Two-stage DEA: Caveat emptor. Journal of Productivity Analysis, 36(2), 205–218. doi:10.1007/s11123-011-0230-6
  • Simar, L., & Wilson, P. W. (2013). Estimation and inference in nonparametric frontier models: Recent developments and perspectives. Foundations and Trends® in Econometrics, 5(3–4), 183–337. doi:10.1561/0800000020
  • Simar, L., & Zelenyuk, V. (2011). Stochastic FDH/DEA estimators for frontier analysis. Journal of Productivity Analysis, 36(1), 1–20. doi:10.1007/s11123-010-0170-6
  • Simm, J., & Besstremyannaya, G. (2016). Package ‘rDEA’. Retrieved from https://cran.r-project.org/web/packages/rDEA/rDEA.pdf.
  • Singbo, A. G., & Lansink, A. O. (2010). Lowland farming system inefficiency in Benin (West Africa): Directional distance function and truncated bootstrap approach. Food Security, 2(4), 367–382. doi:10.1007/s12571-010-0086-z
  • Singbo, A. G., Lansink, A. O., & Emvalomatis, G. (2014). Estimating farmers’ productive and marketing inefficiency: An application to vegetable producers in Benin. Journal of Productivity Analysis, 42(2), 157–169. doi:10.1007/s11123-014-0391-1
  • Sinh, X. L. (2006). Major considerations on the fishery sector in the Mekong Delta of Vietnam. Paper presented to the CARD workshop, Cantho, Vietnam.
  • Thap, L. V., Long, L. K., & Hoai, N. T. (2016). Analysis of technical efficiency of intensive white-leg shrimp farming in Ninh Thuan, Vietnam: An application of the double-bootstrap data envelopment analysis. Proceedings of the IIFET 2016 Scotland Conference, Oregon University, Eugene, OR.
  • Theodoridis, A., Batzios, C., Ragkos, A., & Angelidis, P. (2017). Technical efficiency measurement of mussel aquaculture in Greece. Aquaculture International, 25(3), 1025–1037. doi:10.1007/s10499-016-0092-z
  • Thuyet, B. D., Luong-Van, J., & Austin, C. M. (2012). Impact of shrimp farm effluent on water quality in coastal areas of the world heritage-listed Ha Long Bay. American Journal of Environmental Sciences, 8(2), 104–116.
  • Vassdal, T., & Sørensen Holst, H. M. (2011). Technical progress and regress in Norwegian salmon farming: A Malmquist index approach. Marine Resource Economics, 26(4), 329–341. doi:10.5950/0738-1360-26.4.329
  • Yin, X., Wang, A., Zhou, H., Wang, Q., Li, Z., & Shao, P. (2014). Economic efficiency of crucian carp (Carassius auratus Gibelio) polyculture farmers in the coastal area of Yancheng City. China. Turkish Journal of Fisheries and Aquatic Sciences, 14(2), 429–437.
  • Zongli, Z., Yanan, Z., Feifan, L., Hui, Y., Yongming, Y., & Xinhua, Y. (2017). Economic efficiency of small-scale tilapia farms in Guangxi, China. Aquaculture Economics & Management, 21(2), 283–294. doi:10.1080/13657305.2016.1180644

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.