IDEAS home Printed from https://ideas.repec.org/p/hal/journl/hal-02285625.html
   My bibliography  Save this paper

Productivity change in Polish agriculture : an application of a bootstrap procedure to Malmquist indices

Author

Listed:
  • Kelvin Balcombe

    (Wye College)

  • Sophia Davidova

    (Wye College)

  • Laure Latruffe

    (Économie et Sociologie Rurales - INRA - Institut National de la Recherche Agronomique)

Abstract

Les indices de Malmquist d'évolution de productivité, calculés avec la méthode DEA, sont corrigés de leur biais et sont encadrés par des intervalles de confiance, grâce à une procédure de bootstrapping. L'application est faite à l'agriculture polonaise pendant une période cruciale pour le pays, lors de sa transition vers une économie de marché et pendant les préparations à l'adhésion à l'Union européenne : 1996-2000. Les indices corrigés de leur biais montrent une régression de la productivité à un taux annuel de 4%. Les intervalles de confiance suggèrent qu'entre 66% et 80%, selon les années, des exploitations de l'échantillon (dont le nombre total est 250) n'ont peut-être pas vu leur productivité modifiée. Une analyse de cluster basée sur les bornes des intervalles de confiance révèle trois trajectoires principales. Les exploitations qui ont enregistré une augmentation de leur productivité, tout du moins lors la dernière année de la période étudiée, sont plutôt larges, intensives en capital, gérées par des exploitants jeunes, et bien intégrées dans les marchés des produits et des facteurs. Néanmoins, elles ne comptent que pour 19% des exploitations de l'échantillon. Il semble ainsi important pour la Pologne d'encourager le changement structurel, qui permettrait une croissance de la productivité.

Suggested Citation

  • Kelvin Balcombe & Sophia Davidova & Laure Latruffe, 2005. "Productivity change in Polish agriculture : an application of a bootstrap procedure to Malmquist indices," Post-Print hal-02285625, HAL.
    • Handle: RePEc:hal:journl:hal-02285625
    Note: View the original document on HAL open archive server: https://hal.science/hal-02285625
    as

    Download full text from publisher

    File URL: https://hal.science/hal-02285625/document
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Léopold Simar & Paul Wilson, 2000. "Statistical Inference in Nonparametric Frontier Models: The State of the Art," Journal of Productivity Analysis, Springer, vol. 13(1), pages 49-78, January.
    2. Dries, Liesbeth & Swinnen, Johan F. M., 2004. "Foreign Direct Investment, Vertical Integration, and Local Suppliers: Evidence from the Polish Dairy Sector," World Development, Elsevier, vol. 32(9), pages 1525-1544, September.
    3. Laure Latruffe & Kelvin Balcombe & Sophia Davidova & Katarzyna Zawalinska, 2004. "Determinants of technical efficiency of crop and livestock farms in Poland," Applied Economics, Taylor & Francis Journals, vol. 36(12), pages 1255-1263.
    4. Simar, Leopold & Wilson, Paul W., 1999. "Estimating and bootstrapping Malmquist indices," European Journal of Operational Research, Elsevier, vol. 115(3), pages 459-471, June.
    5. Léopold Simar & Paul W. Wilson, 1998. "Sensitivity Analysis of Efficiency Scores: How to Bootstrap in Nonparametric Frontier Models," Management Science, INFORMS, vol. 44(1), pages 49-61, January.
    6. Tortosa-Ausina, Emili & Grifell-Tatje, Emili & Armero, Carmen & Conesa, David, 2008. "Sensitivity analysis of efficiency and Malmquist productivity indices: An application to Spanish savings banks," European Journal of Operational Research, Elsevier, vol. 184(3), pages 1062-1084, February.
    7. Caves, Douglas W & Christensen, Laurits R & Diewert, W Erwin, 1982. "The Economic Theory of Index Numbers and the Measurement of Input, Output, and Productivity," Econometrica, Econometric Society, vol. 50(6), pages 1393-1414, November.
    8. Bernhard Brümmer & Thomas Glauben & Geert Thijssen, 2002. "Decomposition of Productivity Growth Using Distance Functions: The Case of Dairy Farms in Three European Countries," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 84(3), pages 628-644.
    9. Laure Latruffe & Kelvin Balcombe & Sophia Davidova & Katarzyna Zawalinska, 2005. "Technical and scale efficiency of crop and livestock farms in Poland : does specialization matte r?," Post-Print hal-02392195, HAL.
    10. Nishimizu, Mieko & Page, John M, Jr, 1982. "Total Factor Productivity Growth, Technological Progress and Technical Efficiency Change: Dimensions of Productivity Change in Yugoslavia, 1965-78," Economic Journal, Royal Economic Society, vol. 92(368), pages 920-936, December.
    11. Sophia Davidova & Matthew Gorton & Tomas Ratinger & Katarzyna Zawalinska & Belen Iraizoz, 2005. "Farm Productivity and Profitability: A Comparative Analysis of Selected New and Existing EU Member States1," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 47(4), pages 652-674, December.
    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. Fekete-Farkas, Maria & Szucs, Istvan & Varga, Tibor, 2012. "Technological progress and efficiency change In Hungarian Agriculture," 2012 Conference, August 18-24, 2012, Foz do Iguacu, Brazil 126120, International Association of Agricultural Economists.
    2. Fogarasi, Jozsef & Latruffe, Laure, 2009. "Farm performance and support in Central and Western Europe: a comparison of Hungary and France," 83rd Annual Conference, March 30 - April 1, 2009, Dublin, Ireland 51053, Agricultural Economics Society.
    3. Kostlivý, V. & Fuksová, Z. & Dubec, J., 2017. "Farms Productivity Developments Based on Malmquist Production Indices," AGRIS on-line Papers in Economics and Informatics, Czech University of Life Sciences Prague, Faculty of Economics and Management, vol. 9(2), June.
    4. Jozsef Fogarasi & Laure Latruffe, 2007. "Technical efficiency and productivity change of dairy farms: a comparison of France and Hungary," Post-Print hal-02283468, HAL.
    5. Jozsef Fogarasi & Laure Latruffe, 2007. "How did Hungarian crop farms perform before accession: a comparison of technical efficiency and technology with France," Post-Print hal-02285594, HAL.
    6. Stefan Bojnec & Laure Latruffe, 2007. "Productivity change in Slovenian agriculture during the transition: a comparison of production branches," Post-Print hal-02283465, HAL.

    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. Kelvin Balcombe & Sophia Davidova & Laure Latruffe, 2008. "The use of bootstrapped Malmquist indices to reassess productivity change findings: an application to a sample of Polish farms," Applied Economics, Taylor & Francis Journals, vol. 40(16), pages 2055-2061.
    2. Pontus Mattsson & Jonas Månsson & Christian Andersson & Fredrik Bonander, 2018. "A bootstrapped Malmquist index applied to Swedish district courts," European Journal of Law and Economics, Springer, vol. 46(1), pages 109-139, August.
    3. Latruffe, Laure & Fogarasi, József & Desjeux, Yann, 2012. "Efficiency, productivity and technology comparison for farms in Central and Western Europe: The case of field crop and dairy farming in Hungary and France," Economic Systems, Elsevier, vol. 36(2), pages 264-278.
    4. Nikolay VASILIEV & Elsa SUUSTER & Helis LUIK & Rando VÄRNIK & Eduard MATVEEV & Alar ASTOVER, 2011. "Productivity of Estonian dairy farms decline after the accession to the European Union," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 57(9), pages 457-463.
    5. Dag Fjeld Edvardsen & Finn R. Førsund & Sverre A. C. Kittelsen, 2017. "Productivity development of Norwegian institutions of higher education 2004–2013," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 68(4), pages 399-415, April.
    6. Antonio Martínez González & Nuria Rueda López, 2013. "A Productivity And Efficiency Analysis Of The Security And Defence Technological And Industrial Base In Spain," Defence and Peace Economics, Taylor & Francis Journals, vol. 24(2), pages 147-171, April.
    7. Arjomandi, Amir & Valadkhani, Abbas & Harvie, Charles, 2011. "Analysing Productivity Changes Using the Bootstrapped Malmquist Approach: The Case of the Iranian Banking Industry," MPRA Paper 50397, University Library of Munich, Germany.
    8. Rodrigo Taborda & Julieth Santamaría, 2011. "Productivity growth in electric energy retail in Colombia. A bootstrapped malmquist indices approach," Documentos de Trabajo 9152, Universidad del Rosario.
    9. Fadzlan Sufian & Fakarudin Kamarudin, 2014. "The impact of ownership structure on bank productivity and efficiency: Evidence from semi-parametric Malmquist Productivity Index," Cogent Economics & Finance, Taylor & Francis Journals, vol. 2(1), pages 1-27, December.
    10. Forsund, Finn R. & Sarafoglou, Nikias, 2005. "The tale of two research communities: The diffusion of research on productive efficiency," International Journal of Production Economics, Elsevier, vol. 98(1), pages 17-40, October.
    11. Laure Latruffe & Yann Desjeux, 2016. "Common Agricultural Policy support, technical efficiencyand productivity change in French agriculture," Review of Agricultural, Food and Environmental Studies, INRA Department of Economics, vol. 97(1), pages 15-28.
    12. Isabel-María García-Sánchez & Luis Rodríguez-Domínguez & Javier Parra-Domínguez, 2013. "Yearly evolution of police efficiency in Spain and explanatory factors," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 21(1), pages 31-62, January.
    13. Laure Latruffe & Sophia Davidova & Kelvin Balcombe, 2008. "Application of a double bootstrap to investigation of determinants of technical efficiency of farms in Central Europe," Journal of Productivity Analysis, Springer, vol. 29(2), pages 183-191, April.
    14. Wijesiri, Mahinda & Meoli, Michele, 2015. "Productivity change of microfinance institutions in Kenya: A bootstrap Malmquist approach," Journal of Retailing and Consumer Services, Elsevier, vol. 25(C), pages 115-121.
    15. Briec, Walter & Kerstens, Kristiaan, 2009. "The Luenberger productivity indicator: An economic specification leading to infeasibilities," Economic Modelling, Elsevier, vol. 26(3), pages 597-600, May.
    16. Tortosa-Ausina, Emili & Grifell-Tatje, Emili & Armero, Carmen & Conesa, David, 2008. "Sensitivity analysis of efficiency and Malmquist productivity indices: An application to Spanish savings banks," European Journal of Operational Research, Elsevier, vol. 184(3), pages 1062-1084, February.
    17. Amir Moradi-Motlagh & Ali Salman Saleh, 2014. "Re-Examining the Technical Efficiency of Australian Banks: A Bootstrap DEA Approach," Australian Economic Papers, Wiley Blackwell, vol. 53(1-2), pages 112-128, June.
    18. Chen, Fu-Chiang & Liu, Z.-John & Kweh, Qian Long, 2014. "Intellectual capital and productivity of Malaysian general insurers," Economic Modelling, Elsevier, vol. 36(C), pages 413-420.
    19. Odeck, James, 2009. "Statistical precision of DEA and Malmquist indices: A bootstrap application to Norwegian grain producers," Omega, Elsevier, vol. 37(5), pages 1007-1017, October.
    20. Moradi-Motlagh, Amir & Babacan, Alperhan, 2015. "The impact of the global financial crisis on the efficiency of Australian banks," Economic Modelling, Elsevier, vol. 46(C), pages 397-406.

    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:hal:journl:hal-02285625. 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: CCSD (email available below). General contact details of provider: https://hal.archives-ouvertes.fr/ .

    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.