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Technical efficiency and total factor productivity changes in European dairy farm sectors

Author

Listed:
  • Fabio A. Madau

    (University of Sassari)

  • Roberto Furesi

    (University of Sassari)

  • Pietro Pulina

    (University of Sassari)

Abstract

This paper aims to evaluate the technical efficiency and the total factor productivity change of dairy farms in EU countries. Analyses were carried out in order to determine which countries showed the best performance adaptations when the quota regime was relaxed and to evaluate the technical conditions of European farmers at the starting point of the new regime (milk quota abolition). A data envelopment analysis (DEA) was applied on aggregate data related to 22 European countries for the period from 2004 to 2012. The findings suggest that milk farms show small scope for improving efficiency using their own technical input. The estimation of total factor productivity and its components suggest that the European milk sector has suffered a decline in productivity. This means that external factors, independent of the farmers’ capacity to use technical inputs, can play a greater role than efficiency in conditioning productivity and profitability in the near future.

Suggested Citation

  • Fabio A. Madau & Roberto Furesi & Pietro Pulina, 2017. "Technical efficiency and total factor productivity changes in European dairy farm sectors," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 5(1), pages 1-14, December.
  • Handle: RePEc:spr:agfoec:v:5:y:2017:i:1:d:10.1186_s40100-017-0085-x
    DOI: 10.1186/s40100-017-0085-x
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    References listed on IDEAS

    as
    1. Madau, Fabio A., 2015. "Technical and Scale Efficiency in the Italian Citrus Farming: Comparison between SFA and DEA Approaches," Agricultural Economics Review, Greek Association of Agricultural Economists, vol. 16(2), pages 1-13.
    2. Mugera, Amin W., 2013. "Measuring Technical Efficiency of Dairy Farms with Imprecise Data: A Fuzzy Data Envelopment Analysis Approach," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 57(4), pages 1-19.
    3. Kalaitzandonakes, Nicholas G. & Dunn, Elizabeth G., 1995. "Technical Efficiency, Managerial Ability And Farmer Education In Guatemalan Corn Production: A Latent Variable Analysis," Agricultural and Resource Economics Review, Northeastern Agricultural and Resource Economics Association, vol. 24(1), pages 1-11, April.
    4. Bouamra-Mechemache, Zohra & Jogeneel, Roel & Requillart, Vincent, 2008. "Removing EU milk quotas, soft landing versus hard landing," 2008 International Congress, August 26-29, 2008, Ghent, Belgium 43656, European Association of Agricultural Economists.
    5. Fried, Harold O. & Lovell, C. A. Knox & Schmidt, Shelton S. (ed.), 1993. "The Measurement of Productive Efficiency: Techniques and Applications," OUP Catalogue, Oxford University Press, number 9780195072181.
    6. 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.
    7. Tim J. Coelli & D. S. Prasada Rao, 2005. "Total factor productivity growth in agriculture: a Malmquist index analysis of 93 countries, 1980–2000," Agricultural Economics, International Association of Agricultural Economists, vol. 32(s1), pages 115-134, January.
    8. Madau, Fabio A., 2011. "Parametric Estimation of Technical and Scale Efficiencies in Italian Citrus Farming," Agricultural Economics Review, Greek Association of Agricultural Economists, vol. 12(1).
    9. Abdul Wadud & Ben White, 2000. "Farm household efficiency in Bangladesh: a comparison of stochastic frontier and DEA methods," Applied Economics, Taylor & Francis Journals, vol. 32(13), pages 1665-1673.
    10. Johannes Sauer & Uwe Latacz-Lohmann, 2015. "Investment, technical change and efficiency: empirical evidence from German dairy production," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 42(1), pages 151-175.
    11. Chantreuil, Frederic & Donnellan, Trevor & van Leeuwen, Myrna & Salamon, Petra & Tabeau, Andrzej A. & Bartova, Lubica, 2008. "EU Dairy Quota Reform – AGMEMOD Scenario Analysis," 2008 International Congress, August 26-29, 2008, Ghent, Belgium 43655, European Association of Agricultural Economists.
    12. Kempen, Markus & Witzke, Peter & Pérez Domínguez, Ignacio & Jansson, Torbjörn & Sckokai, Paolo, 2011. "Economic and environmental impacts of milk quota reform in Europe," Journal of Policy Modeling, Elsevier, vol. 33(1), pages 29-52, January.
    13. Sickles, Robin C., 2005. "Panel estimators and the identification of firm-specific efficiency levels in parametric, semiparametric and nonparametric settings," Journal of Econometrics, Elsevier, vol. 126(2), pages 305-334, June.
    14. Zhu, Xueqin & Milán Demeter, Róbert, 2012. "Technical efficiency and productivity differentials of dairy farms in three EU countries: the role of CAP subsidies," Agricultural Economics Review, Greek Association of Agricultural Economists, vol. 13(1), pages 1-27.
    15. Gong, Byeong-Ho & Sickles, Robin C., 1992. "Finite sample evidence on the performance of stochastic frontiers and data envelopment analysis using panel data," Journal of Econometrics, Elsevier, vol. 51(1-2), pages 259-284.
    16. repec:bla:scandj:v:94:y:1992:i:0:p:s211-28 is not listed on IDEAS
    17. Kalaitzandonakes, N.G. & Dunn, E.G., 1995. "Technical Efficiency, Managerial Ability and Farmer Education in Guatemalan Corn Production: A Latent Variable Analysis," Agricultural and Resource Economics Review, Cambridge University Press, vol. 24(1), pages 36-46, April.
    18. Khem Sharma & Pingsun Leung & Halina Zaleski, 1997. "Productive Efficiency of the Swine Industry in Hawaii: Stochastic Frontier vs. Data Envelopment Analysis," Journal of Productivity Analysis, Springer, vol. 8(4), pages 447-459, November.
    19. Markus Lips & Peter Rieder, 2005. "Abolition of Raw Milk Quota in the European Union: A CGE Analysis at the Member Country Level," Journal of Agricultural Economics, Wiley Blackwell, vol. 56(1), pages 1-17, March.
    20. A. M. Theodoridis & A. Psychoudakis, 2008. "Efficiency Measurement in Greek Dairy Farms: Stochastic Frontier vs. Data Envelopment Analysis," International Journal of Business and Economic Sciences Applied Research (IJBESAR), Democritus University of Thrace (DUTH), Kavala Campus, Greece, vol. 1(2), pages 53-67, December.
    21. Coelli, T J, 1996. "Measurement of Total Factor Productivity Growth and Biases in Technological Change in Western Australian Agriculture," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(1), pages 77-91, Jan.-Feb..
    22. R. D. Banker & A. Charnes & W. W. Cooper, 1984. "Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis," Management Science, INFORMS, vol. 30(9), pages 1078-1092, September.
    23. Taciana Mareth & Antonio Marcio Tavares Thomé & Fernando Luiz Cyrino Oliveira & Luiz Felipe Scavarda, 2016. "Systematic review and meta-regression analysis of technical efficiency in dairy farms," International Journal of Productivity and Performance Management, Emerald Group Publishing Limited, vol. 65(3), pages 279-301, March.
    24. Zohra Bouamra-Mechemache & Roel Jongeneel & Vincent Réquillart, 2008. "Impact of a gradual increase in milk quotas on the EU dairy sector," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 35(4), pages 461-491, December.
    25. Witzke, Heinz Peter & Tonini, Axel, 2008. "Dairy reform scenarios with CAPSIM acknowledging quota rent uncertainty," 2008 International Congress, August 26-29, 2008, Ghent, Belgium 43654, European Association of Agricultural Economists.
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