Skip to main content

Advertisement

Log in

Productivity growth, technical change and efficiency change of the Malaysian cage fish farming: an application of Malmquist Productivity Index approach

  • Published:
Aquaculture International Aims and scope Submit manuscript

Abstract

The demand for animal protein especially fish is expanding due to the population growth, increased incomes and changes in eating habits and life styles. The capture fisheries in Malaysia which supply over 70 % of the fish used for food are over-exploited, and the yield has become stagnant over the last decades and in some cases it has even declined. In addition, the balance of trade for the past decade has been negative signaling a threat to the economic growth. However, aquaculture has the potential to meet these challenges if it is well practiced. This can be done through improving productivity of fish farms. The study aims to compute the total factor productivity (TFP) growth and its components. In addition, it aims to identify the sources of TFP growth in aquaculture. Malmquist Productivity Index using data envelopment analysis and regression model has been employed to analyze the data. The TFP growth was estimated to be greater than one, indicating progress in the productivity. According to the results obtained in this study, technological change is the more important contributor to TFP growth. Nevertheless, efficiency changes also play a vital role in improving aquaculture production.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1

Similar content being viewed by others

References

  • Alam MF, Khan MA, Huq AA (2012) Technical efficiency in tilapia farming of Bangladesh: a stochastic frontier production approach. Aquac Int 20(4):619–634

    Article  Google Scholar 

  • Arita S, Leung P (2014) A technical efficiency analysis of Hawaii’s aquaculture. J World Aquac Soc 45(3):312–321

    Article  Google Scholar 

  • Asche F, Roll KH (2013) Determinants of inefficiency in Norwegian salmon aquaculture. Aquac Econ Manag 17(3):300–321

    Article  Google Scholar 

  • Asche F, Guttormsen AG, 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

    Article  Google Scholar 

  • Chen Y, Iqbal AA (2004) DEA Malmquist productivity measure: new insights with an application to computer industry. Eur J Oper Res 159(1):239–249

    Article  Google Scholar 

  • Chuang YC (1996) Identifying the sources of growth in Taiwan’s manufacturing industry. J Dev Stud 32(3):445–463

    Article  Google Scholar 

  • Coelli TJ (1996) A guide to DEAP version 2.1: a data envelopment analysis (Computer) program. New South Wales: University of New England, Centre for Efficiency and Productivity Analysis, Working Paper, 96(08)

  • Coelli TJ, Battese GE (1996) Identification of factors which influence the technical inefficiency of Indian farmers. Aust J Agric Resour Econ 40(2):103–128

    Google Scholar 

  • Coelli TJ, Rao D (2005) Total factor productivity growth in agriculture: a Malmquist index analysis of 93 countries, 1980–2000. Agric Econ 32(1):115–134

    Article  Google Scholar 

  • Coelli TJ, Rao DSP, O’Donnell CJ, Battese GE (2005) An introduction to efficiency and productivity analysis, 2nd edn. Springer, New York

    Google Scholar 

  • Färe R, Grosskopf S, Norris M, Zhang Z (1994) Productivity growth, technical progress, and efficiency change in industrialized countries. Am Econ Rev 84(1):66–83

    Google Scholar 

  • Färe R, Grosskopf S, Lee WF (1995) Productivity in Taiwanese manufacturing industries. Appl Econ 27(3):259–265

    Article  Google Scholar 

  • Färe R, Grosskopf S, Norris M (1997) Productivity growth, technical progress, and efficiency change in industrialized countries: reply. Am Econ Rev 87(5):1040–1044

    Google Scholar 

  • Färe R, Grosskopf S, Lee WF (2001) Productivity and technical change: the case of Taiwan. Appl Econ 33(15):1911–1925

    Article  Google Scholar 

  • Fraser I, Hone P (2001) Farm-level efficiency and productivity measurement using panel data: wool production in south-west Victoria. Aust J Agric Resour Econ 45(2):215–232

    Article  Google Scholar 

  • Grosskopf S (2003) Some remarks on productivity and its decompositions. J Product Anal 20(3):459–474

    Article  Google Scholar 

  • Gutierrez L, Gutierrez MM (2003) International R&D spillovers and productivity growth in the agricultural sector. A panel cointegration approach. Eur Rev Agric Econ 30(3):281–303

    Article  Google Scholar 

  • Hailu A, Veeman TS (2000) Environmentally sensitive productivity analysis of the Canadian pulp and paper industry, 1959–1994: an input distance function approach. J Environ Econ Manage 40(3):251–274

    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

    Article  Google Scholar 

  • Hassanpour B, Ismail MM, Mohamed Z, Kamarulzaman NH (2010) An analysis of productivity growth and factors influencing it in the Iranian rainbow trout aquaculture. Aust J Basic Appl Sci 4(10):5428–5440

    Google Scholar 

  • Helfand SM, Levine ES (2004) Farm size and the determinants of productive efficiency in the Brazilian Center-West. Agric Econ 31(2–3):241–249

    Article  Google Scholar 

  • Jajri I, Ismail R (2007) Technical efficiency, technological change and total factor productivity growth in Malaysian manufacturing sector. ICFAI J Ind Econ 4(4):63–75

  • Jan P, Lips M (2009) Total factor productivity change of Swiss dairy farms located in the mountainous area. Österreichische Gesellschaft für Agrarökonomie Tagungsband 2009:87–88

    Google Scholar 

  • Moreno JDJ (2008) Productivity growth, technical progress and efficiency change in Spanish retail trade (1995–2004): a disaggregated sectoral analysis. Int Rev Retail Distrib Consum Res 18(1):87–103

    Article  Google Scholar 

  • Moreno JDJ (2010) Productivity growth of European retailers: a benchmarking approach. J Econ Stud 37(3):288–313

    Article  Google Scholar 

  • Moreno JDJ (2012) Estimating efficiency and productivity change in European retail sector (1998–2006). Int J Econ Bus Res 4(4):412–436

    Article  Google Scholar 

  • Kaliba AR, Engle CR, Dorman L (2007) Efficiency change and technological progress in the US catfish-processing sector, 1986 to 2005. Aquac Econ Manag 11(1):53–72

    Article  Google Scholar 

  • Karanja F, Gilmour D, Fraser I (2012) Dairy productivity growth, efficiency change and technological progress in Victoria Research Paper 2012.5 Paper presented at the 2012 annual conference of the Australian Agricultural and Resource Economics Society 8–10 February, Fremantle, Western Australia

  • Kim JI, Lau LJ (1994) The sources of economic growth of the East Asian newly industrialized countries. J Jpn Int Econ 8(3):235–271

    Article  Google Scholar 

  • Lansink AO, Bezlepkin I (2006) Productivity growth and inter-sector spill-over in Dutch horticulture, 1976–1995. Agric Econ 34(1):109–116

    Article  Google Scholar 

  • Lansink AO, Ondersteijn C (2006) Energy productivity growth in the Dutch greenhouse industry. Am J Agric Econ 88(1):124–132

    Article  Google Scholar 

  • Mahadevan R (2002a) Assessing the output and productivity growth of Malaysia’s manufacturing sector. J Asian Econ 12(4):587–597

    Article  Google Scholar 

  • Mahadevan R (2002b) A DEA approach to understanding the productivity growth of Malaysia’s manufacturing industries. Asia Pac J Manag 19(4):587–600

    Article  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 

  • Miguéis VL, Camanho AS, Bjørndal E, Bjørndal M (2012) Productivity change and innovation in Norwegian electricity distribution companies. J Oper Res Soc 63(7):982–990

    Article  Google Scholar 

  • Newman C, Matthews A (2006) The productivity performance of Irish dairy farms 1984–2000: a multiple output distance function approach. J Product Anal 26(2):191–205

    Article  Google Scholar 

  • Nkamleu GB (2004) Productivity growth, technical progress and efficiency change in African agriculture. Afr Dev Rev 16(1):203–222

    Article  Google Scholar 

  • Odeck J (2007) Measuring technical efficiency and productivity growth: a comparison of SFA and DEA on Norwegian grain production data. Appl Econ 39(20):2617–2630

    Article  Google Scholar 

  • Pantzios CJ, Karagiannis G, Tzouvelekas V (2011) Parametric decomposition of the input-oriented Malmquist productivity index: with an application to Greek aquaculture. J Product Anal 36(1):21–31

    Article  Google Scholar 

  • Paul CJM, Nehring R, Banker D (2004) Productivity, economies, and efficiency in US agriculture: a look at contracts. Am J Agric Econ 86(5):1308–1314

    Article  Google Scholar 

  • Ray SC, Desli E (1997) Productivity growth, technical progress, and efficiency change in industrialized countries: comment. Am Econ Rev 85(5):1033–1039

    Google Scholar 

  • Ruttan VW (2002) Productivity growth in world agriculture: sources and constraints. J Econ Perspect 161–184

  • Sharma KR, Leung P (2000) Technical efficiency of carp production in India: a stochastic frontier production function analysis. Aquac Res 31(12):937–947

    Article  Google Scholar 

  • Sharma KR, Leung P (2003) A review of production frontier analysis for aquaculture management. Aquac Econ Manag 7(1–2):15–34

    Article  Google Scholar 

  • Sipiläinen T (2007) Sources of productivity growth on Finnish dairy farms—application of an input distance function. Acta Agric Scand Sect C 4(2):65–76

    Google Scholar 

  • Thirtle C, Lin L, Piesse J (2003) The impact of research-led agricultural productivity growth on poverty reduction in Africa, Asia and Latin America. World Dev 31(12):1959–1975

    Article  Google Scholar 

  • Tipi T, Rehber E (2006) Measuring technical efficiency and total factor productivity in agriculture: the case of the South Marmara region of Turkey. N Z J Agric Res 49(2):137–145

    Article  Google Scholar 

  • Umetsu C, Lekprichakul T, Chakravorty U (2003) Efficiency and technical change in the Philippine rice sector: a Malmquist total factor productivity analysis. Am J Agric Econ 85(4):943–963

    Article  Google Scholar 

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

    Article  Google Scholar 

  • Wadud IM (2007) Sources of productivity growth in Australian textile and clothing firms. Aust Econ Pap 46(3):254–281

    Article  Google Scholar 

  • Yew TS, Kusari MN, Abdullah NMR, Ishak HO (2007) Fisheries sector development. In: Arshad FM, Abdulla NMR, Kaur B, Abdullah AM (eds) 50 years of Malaysian agriculture: transformational issues, challenges and direction. Penerbit Universiti Putra Malaysia, Serdang, Selangor, pp 510–552

    Google Scholar 

Download references

Acknowledgments

We extents our special thanks to Universiti Putra Malaysia for sponsoring this research under the Research University Grant Scheme (RUGS).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Abdullahi Iliyasu.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Iliyasu, A., Mohamed, Z.A. & Hashim, M. Productivity growth, technical change and efficiency change of the Malaysian cage fish farming: an application of Malmquist Productivity Index approach. Aquacult Int 23, 1013–1024 (2015). https://doi.org/10.1007/s10499-014-9860-9

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10499-014-9860-9

Keywords

Navigation