IDEAS home Printed from https://ideas.repec.org/p/adl/wpaper/2013-18.html
   My bibliography  Save this paper

Evaluating Profit Efficiency of the South Australian Rock Lobster Fishery: Nerlovian and Directional Distance Function Approach

Author

Listed:
  • Stephanie McWhinnie

    (School of Economics, University of Adelaide)

  • Kofi Otumawu-Apreku

    (School of Economics, University of Adelaide)

Abstract

Efficiency analysis in fisheries is not uncommon. In the past, efficiency analysis has mainly focused on productivity, cost and revenue, with relatively few investigating profit efficiency. Negative profits and small sample sizes in fisheries have been some of the obstacles diverting attention from this direction. We consider a new approach in the context of fisheries to overcome these challenges and examine profit efficiency in the rock lobster fisheries of South Australia. Specifically, we apply Nerlovian and Directional Distance Function methods to decompose profit efficiency of the rock lobster fishery into technical and allocative efficiencies. We use meta-frontier efficiency techniques to compare the Northern and Southern zone rock lobster fisheries. Results show that profit inefficiency in the South Australian rock lobster fishery can be largely attributed to allocative inefficiency. Results also show significant variability between efficiency levels in the Northern and Southern zones.

Suggested Citation

  • Stephanie McWhinnie & Kofi Otumawu-Apreku, 2013. "Evaluating Profit Efficiency of the South Australian Rock Lobster Fishery: Nerlovian and Directional Distance Function Approach," School of Economics and Public Policy Working Papers 2013-18, University of Adelaide, School of Economics and Public Policy.
  • Handle: RePEc:adl:wpaper:2013-18
    as

    Download full text from publisher

    File URL: https://media.adelaide.edu.au/economics/papers/doc/wp2013-18.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Basil Sharp & David Castilla-Espino & Juan Jose Garcia del Hoyo, 2004. "Efficiency in the New Zealand rock lobster fishery: A production frontier analysis," New Zealand Economic Papers, Taylor & Francis Journals, vol. 38(2), pages 207-218.
    2. Berger, Allen N. & Hancock, Diana & Humphrey, David B., 1993. "Bank efficiency derived from the profit function," Journal of Banking & Finance, Elsevier, vol. 17(2-3), pages 317-347, April.
    3. George Battese & D. Rao & Christopher O'Donnell, 2004. "A Metafrontier Production Function for Estimation of Technical Efficiencies and Technology Gaps for Firms Operating Under Different Technologies," Journal of Productivity Analysis, Springer, vol. 21(1), pages 91-103, January.
    4. Berger, Allen N. & Mester, Loretta J., 1997. "Inside the black box: What explains differences in the efficiencies of financial institutions?," Journal of Banking & Finance, Elsevier, vol. 21(7), pages 895-947, July.
    5. Ruttan, Vernon W., 1987. "Induced innovation and agricultural development," Food Policy, Elsevier, vol. 12(3), pages 196-216, August.
    6. Laurens Cherchye & Bram De Rock & Frederic Vermeulen, 2008. "Analyzing Cost-Efficient Production Behavior Under Economies of Scope: A Nonparametric Methodology," Operations Research, INFORMS, vol. 56(1), pages 204-221, February.
    7. Christopher O’Donnell & Robert Chambers & John Quiggin, 2010. "Efficiency analysis in the presence of uncertainty," Journal of Productivity Analysis, Springer, vol. 33(1), pages 1-17, February.
    8. U. Sumaila & Ahmed Khan & Andrew Dyck & Reg Watson & Gordon Munro & Peter Tydemers & Daniel Pauly, 2010. "A bottom-up re-estimation of global fisheries subsidies," Journal of Bioeconomics, Springer, vol. 12(3), pages 201-225, October.
    9. Fox, Kevin J. & Grafton, R. Quentin & Kirkley, James & Squires, Dale, 2003. "Property rights in a fishery: regulatory change and firm performance," Journal of Environmental Economics and Management, Elsevier, vol. 46(1), pages 156-177, July.
    10. Pasiouras, Fotios & Tanna, Sailesh & Zopounidis, Constantin, 2009. "The impact of banking regulations on banks' cost and profit efficiency: Cross-country evidence," International Review of Financial Analysis, Elsevier, vol. 18(5), pages 294-302, December.
    11. Kontolaimou, Alexandra & Tsekouras, Kostas, 2010. "Are cooperatives the weakest link in European banking? A non-parametric metafrontier approach," Journal of Banking & Finance, Elsevier, vol. 34(8), pages 1946-1957, August.
    12. Ghosh, Saibal, 2009. "Financial Deregulation and Profit Efficiency: A Non-parametric Analysis of Indian Banks," MPRA Paper 24292, University Library of Munich, Germany.
    13. R. Quentin Grafton & Ragnar Arnason & Trond Bjorndal & David Campbell & Harry F. Campbell & Colin W. Clark & Robin Connor & Diane P. Dupont & Rognvaldur Hannesson & Ray Hilborn & James E. Kirkley & To, 2005. "Incentive-based approaches to sustainable fisheries," Economics and Environment Network Working Papers 0508, Australian National University, Economics and Environment Network.
    14. Anderson, Randy I & Lewis, Danielle & Zumpano, Leonard V, 2000. "Residential Real Estate Brokerage Efficiency from a Cost and Profit Perspective," The Journal of Real Estate Finance and Economics, Springer, vol. 20(3), pages 295-310, May.
    15. Chambers, Robert G. & Chung, Yangho & Fare, Rolf, 1996. "Benefit and Distance Functions," Journal of Economic Theory, Elsevier, vol. 70(2), pages 407-419, August.
    16. Cj O'Donnell & G Van Der Westhuizen, 2002. "Regional Comparisons of Banking Performance in South Africa*1," South African Journal of Economics, Economic Society of South Africa, vol. 70(3), pages 224-240, March.
    17. Christopher O’Donnell & D. Rao & George Battese, 2008. "Metafrontier frameworks for the study of firm-level efficiencies and technology ratios," Empirical Economics, Springer, vol. 34(2), pages 231-255, March.
    18. J. Maudos & J. M. Pastor, 2003. "Cost and profit efficiency in the Spanish banking sector (1985-1996): a non-parametric approach," Applied Financial Economics, Taylor & Francis Journals, vol. 13(1), pages 1-12.
    19. Fare, Rolf & Grosskopf, Shawna, 1995. "Nonparametric tests of regularity, Farrell efficiency, and goodness-of-fit," Journal of Econometrics, Elsevier, vol. 69(2), pages 415-425, October.
    20. Portela, Maria Conceicao A. Silva & Thanassoulis, Emmanuel, 2007. "Comparative efficiency analysis of Portuguese bank branches," European Journal of Operational Research, Elsevier, vol. 177(2), pages 1275-1288, March.
    21. Sean Pascoe & Catherine Robinson, 1998. "Input Controls, Input Substitution and Profit Maximisation in the English Channel Beam Trawl Fishery," Journal of Agricultural Economics, Wiley Blackwell, vol. 49(1), pages 16-33, March.
    22. Fethi, Meryem Duygun & Pasiouras, Fotios, 2010. "Assessing bank efficiency and performance with operational research and artificial intelligence techniques: A survey," European Journal of Operational Research, Elsevier, vol. 204(2), pages 189-198, July.
    23. Sean Pascoe & Parastoo Hassaszahed & Jesper Anderson & Knud Korsbrekke, 2003. "Economic versus physical input measures in the analysis of technical efficiency in fisheries," Applied Economics, Taylor & Francis Journals, vol. 35(15), pages 1699-1710.
    24. Banker, Rajiv D & Maindiratta, Ajay, 1988. "Nonparametric Analysis of Technical and Allocative Efficiencies in Production," Econometrica, Econometric Society, vol. 56(6), pages 1315-1332, November.
    25. H Fukuyama & W L Weber, 2004. "Economic inefficiency measurement of input spending when decision-making units face different input prices," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 55(10), pages 1102-1110, October.
    26. Rolf Fare & Shawna Grosskopf & William Weber, 2004. "The effect of risk-based capital requirements on profit efficiency in banking," Applied Economics, Taylor & Francis Journals, vol. 36(15), pages 1731-1743.
    27. A. Assaf & K. M. Matawie, 2010. "A bootstrapped metafrontier model," Applied Economics Letters, Taylor & Francis Journals, vol. 17(6), pages 613-617.
    28. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    29. Costello, Christopher J & Deacon, Robert T, 2007. "The Efficiency Gains from Fully Delineating Rights in an ITQ Fishery," University of California at Santa Barbara, Economics Working Paper Series qt56n8x9qb, Department of Economics, UC Santa Barbara.
    30. James Kirkley & Catherine Morrison Paul & Dale Squires, 2002. "Capacity and Capacity Utilization in Common-pool Resource Industries," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 22(1), pages 71-97, June.
    31. Daehoon Nahm & Ha Vu, 2013. "Profit Efficiency and Productivity of Vietnamese Banks: A New Index Approach," Journal of Applied Finance & Banking, SCIENPRESS Ltd, vol. 3(1), pages 1-4.
    32. Joana Resende & Elvira Silva, 2007. "A Profit Efficiency Perspective on the Future Strategic Positioning of the Portuguese Banks," CEF.UP Working Papers 0702, Universidade do Porto, Faculdade de Economia do Porto.
    33. Richard Mulwa & Ali Emrouznejad & Lutta Muhammad, 2009. "Economic Efficiency of smallholder maize producers in Western Kenya: a DEA meta-frontier analysis," International Journal of Operational Research, Inderscience Enterprises Ltd, vol. 4(3), pages 250-267.
    34. Fare, Rolf & Grosskopf, Shawna & Norris, Mary, 1997. "Productivity Growth, Technical Progress, and Efficiency Change in Industrialized Countries: Reply," American Economic Review, American Economic Association, vol. 87(5), pages 1040-1043, December.
    35. Anastasia Koutsomanoli-Filippaki & Dimitris Margaritis & Christos Staikouras, 2012. "Profit efficiency in the European Union banking industry: a directional technology distance function approach," Journal of Productivity Analysis, Springer, vol. 37(3), pages 277-293, June.
    36. Melville McMillan & Wing Chan, 2006. "University Efficiency: A Comparison and Consolidation of Results from Stochastic and Non-stochastic Methods," Education Economics, Taylor & Francis Journals, vol. 14(1), pages 1-30.
    37. Diane P. Dupont & Kevin J. Fox & Daniel V. Gordon & R. Quentin Grafton, 2005. "Profit and Price Effects of Multi‐species Individual Transferable Quotas," Journal of Agricultural Economics, Wiley Blackwell, vol. 56(1), pages 31-57, March.
    38. Rolf Färe & Shawna Grosskopf, 2000. "Theory and Application of Directional Distance Functions," Journal of Productivity Analysis, Springer, vol. 13(2), pages 93-103, March.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Daniel Gaitán-Cremaschi & Frits K. Van Evert & Don M. Jansen & Miranda P. M. Meuwissen & Alfons G. J. M. Oude Lansink, 2018. "Assessing the Sustainability Performance of Coffee Farms in Vietnam: A Social Profit Inefficiency Approach," Sustainability, MDPI, vol. 10(11), pages 1-23, November.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Stephanie McWhinnie & Kofi Otumawu-Apreku, 2013. "Profit Efficiency of the South Australian Rock Lobster Fishery: Nerlovian and Directional Distance Function Approach," School of Economics and Public Policy Working Papers 2013-13, University of Adelaide, School of Economics and Public Policy.
    2. Gulati, Rachita & Kumar, Sunil, 2016. "Assessing the impact of the global financial crisis on the profit efficiency of Indian banks," Economic Modelling, Elsevier, vol. 58(C), pages 167-181.
    3. Fu, Tsu-Tan & Juo, Jia-Ching & Chiang, Han-Chin & Yu, Ming-Miin & Huang, Mei-ying, 2016. "Risk-based decompositions of the meta profit efficiency of Taiwanese and Chinese banks," Omega, Elsevier, vol. 62(C), pages 34-46.
    4. Juo, Jia-Ching & Fu, Tsu-Tan & Yu, Ming-Miin & Lin, Yu-Hui, 2015. "Profit-oriented productivity change," Omega, Elsevier, vol. 57(PB), pages 176-187.
    5. Colesnic, Olga & Kounetas, Konstantinos & Michael, Polemis, 2020. "Estimating risk efficiency in Middle East banks before and after the crisis: A metafrontier framework," Global Finance Journal, Elsevier, vol. 46(C).
    6. Mai, Nhat Chi, 2015. "Efficiency of the banking system in Vietnam under financial liberalization," OSF Preprints qsf6d, Center for Open Science.
    7. Juo, Jia-Ching & Fu, Tsu-Tan & Yu, Ming-Miin, 2012. "Non-oriented slack-based decompositions of profit change with an application to Taiwanese banking," Omega, Elsevier, vol. 40(5), pages 550-561.
    8. Rolf Färe & Xinju He & Sungko Li & Valentin Zelenyuk, 2019. "A Unifying Framework for Farrell Profit Efficiency Measurement," Operations Research, INFORMS, vol. 67(1), pages 183-197, January.
    9. Xiaohong Liu & Jiasen Sun & Feng Yang & Jie Wu, 2020. "How ownership structure affects bank deposits and loan efficiencies: an empirical analysis of Chinese commercial banks," Annals of Operations Research, Springer, vol. 290(1), pages 983-1008, July.
    10. Stephanie McWhinnie & Kofi Otumawu-Apreku, 2013. "The Role of Fixed Cost and Non-Discretionary Variables in Fisheries: A Theoretical and Empirical Investigation," School of Economics and Public Policy Working Papers 2013-19, University of Adelaide, School of Economics and Public Policy.
    11. Jia-Ching Juo, 2014. "Decomposing the change in profit of Taiwanese banks: incorporating risk," Journal of Productivity Analysis, Springer, vol. 41(2), pages 247-262, April.
    12. Yaisawarng, Suthathip & Ng, Ying Chu, 2014. "The impact of higher education reform on research performance of Chinese universities," China Economic Review, Elsevier, vol. 31(C), pages 94-105.
    13. Vaneet Bhatia & Sankarshan Basu & Subrata Kumar Mitra & Pradyumna Dash, 2018. "A review of bank efficiency and productivity," OPSEARCH, Springer;Operational Research Society of India, vol. 55(3), pages 557-600, November.
    14. H Fukuyama & W L Weber, 2009. "Estimating indirect allocative inefficiency and productivity change," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 60(11), pages 1594-1608, November.
    15. Kounetas, Konstantinos, 2015. "Heterogeneous technologies, strategic groups and environmental efficiency technology gaps for European countries," Energy Policy, Elsevier, vol. 83(C), pages 277-287.
    16. Dang-Thanh Ngo, 2012. "Measuring the Performance of the Banking System Case of Vietnam (1990-2010)," Journal of Applied Finance & Banking, SCIENPRESS Ltd, vol. 2(2), pages 1-10.
    17. A. R. Jayaraman & Pradip Bhuyan, 2020. "Impact of NPA and loan write-offs on the profit efficiency of Indian banks," DECISION: Official Journal of the Indian Institute of Management Calcutta, Springer;Indian Institute of Management Calcutta, vol. 47(1), pages 35-48, March.
    18. Joana Resende & Elvira Silva, 2007. "A Profit Efficiency Perspective on the Future Strategic Positioning of the Portuguese Banks," CEF.UP Working Papers 0702, Universidade do Porto, Faculdade de Economia do Porto.
    19. Kounetas, Konstantinos & Zervopoulos, Panagiotis D., 2019. "A cross-country evaluation of environmental performance: Is there a convergence-divergence pattern in technology gaps?," European Journal of Operational Research, Elsevier, vol. 273(3), pages 1136-1148.
    20. Mercedes Beltrán-Esteve & José Gómez-Limón & Andrés Picazo-Tadeo & Ernest Reig-Martínez, 2014. "A metafrontier directional distance function approach to assessing eco-efficiency," Journal of Productivity Analysis, Springer, vol. 41(1), pages 69-83, February.

    More about this item

    Keywords

    fisheries; profit efficiency; nerlovian; directional distance functions; meta-frontier analysis; bootstrapping;
    All these keywords.

    JEL classification:

    • Q2 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Renewable Resources and Conservation
    • Q22 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Renewable Resources and Conservation - - - Fishery

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:adl:wpaper:2013-18. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Qazi Haque (email available below). General contact details of provider: https://edirc.repec.org/data/decadau.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.