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Decomposition of efficiency in the global seed industry: A nonparametric approach

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  • Richard D. Smart
  • Amer Ait Sidhoum
  • Johannes Sauer

Abstract

We analyzed the efficiency levels of nine of the largest commercial seed‐producing firms globally for the period 2008–2015 and assessed if there is a relationship between firm size and efficiency. We employed the nonparametric technique of data envelopment analysis (DEA) using an input‐oriented model with balanced panel data. We accounted for the assumption of time invariance of the frontier by using the DEA windows analysis technique. Aggregate mean overall technical efficiency increased by 0.8%. We decomposed these results to pure technical efficiency and scale efficiency, and found no meaningful relationship between firm size (assets) and efficiency.

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  • Richard D. Smart & Amer Ait Sidhoum & Johannes Sauer, 2022. "Decomposition of efficiency in the global seed industry: A nonparametric approach," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 43(6), pages 2133-2147, September.
  • Handle: RePEc:wly:mgtdec:v:43:y:2022:i:6:p:2133-2147
    DOI: 10.1002/mde.3514
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    1. Giovanni Federico, 2005. "Introduction to Feeding the World: An Economic History of World Agriculture, 1800-2000," Introductory Chapters, in: Feeding the World: An Economic History of World Agriculture, 1800-2000, Princeton University Press.
    2. Robert G. Chambers & Teresa Serra, 2018. "The social dimension of firm performance: a data envelopment approach," Empirical Economics, Springer, vol. 54(1), pages 189-206, February.
    3. Dominic Tasila Konja & Franklin N. Mabe & Richard Oteng-Frimpong, 2019. "Profitability and profit efficiency of certified groundnut seed and conventional groundnut production in Northern Ghana: A comparative analysis," Cogent Economics & Finance, Taylor & Francis Journals, vol. 7(1), pages 1631525-163, January.
    4. Sylvie Bonny, 2017. "Corporate Concentration and Technological Change in the Global Seed Industry," Sustainability, MDPI, vol. 9(9), pages 1-25, September.
    5. Puggioni, Daniela & Stefanou, Spiro E., 2019. "The value of being socially responsible: A primal-dual approach," European Journal of Operational Research, Elsevier, vol. 276(3), pages 1090-1103.
    6. Fried, Harold O. & Lovell, C. A. Knox & Schmidt, Shelton S. (ed.), 2008. "The Measurement of Productive Efficiency and Productivity Growth," OUP Catalogue, Oxford University Press, number 9780195183528.
    7. Fernandez-Cornejo, Jorge & Spielman, David J., 2002. "Concentration, Market Power, And Cost Efficiency In The Corn Seed Industry," 2002 Annual meeting, July 28-31, Long Beach, CA 19877, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    8. Richard Danvers Smart & Matthias Blum & Justus Wesseler, 2016. "Trends in Genetically Engineered Crops' Approval Times in the United States and the European Union," Economics Working Papers 16-03, Queen's Management School, Queen's University Belfast.
    9. Berger, Allen N. & Humphrey, David B., 1997. "Efficiency of financial institutions: International survey and directions for future research," European Journal of Operational Research, Elsevier, vol. 98(2), pages 175-212, April.
    10. Yuan, Rongli & Wen, Wen, 2018. "Managerial foreign experience and corporate innovation," Journal of Corporate Finance, Elsevier, vol. 48(C), pages 752-770.
    11. Henry Tulkens & Philippe Eeckaut, 2006. "Nonparametric Efficiency, Progress and Regress Measures For Panel Data: Methodological Aspects," Springer Books, in: Parkash Chander & Jacques Drèze & C. Knox Lovell & Jack Mintz (ed.), Public goods, environmental externalities and fiscal competition, chapter 0, pages 395-429, Springer.
    12. 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.
    13. Ma, Jinlong & Evans, David G. & Fuller, Robert J. & Stewart, Donald F., 2002. "Technical efficiency and productivity change of China's iron and steel industry," International Journal of Production Economics, Elsevier, vol. 76(3), pages 293-312, April.
    14. Leigh Drake, 2001. "Efficiency and productivity change in UK banking," Applied Financial Economics, Taylor & Francis Journals, vol. 11(5), pages 557-571.
    15. Robert Webb, 2003. "Levels of efficiency in UK retail banks: a DEA window analysis," International Journal of the Economics of Business, Taylor & Francis Journals, vol. 10(3), pages 305-322.
    16. Fadzlan Sufian, 2007. "Trends in the efficiency of Singapore's commercial banking groups," International Journal of Productivity and Performance Management, Emerald Group Publishing Limited, vol. 56(2), pages 99-136, January.
    17. Mette Asmild & Joseph Paradi & Vanita Aggarwall & Claire Schaffnit, 2004. "Combining DEA Window Analysis with the Malmquist Index Approach in a Study of the Canadian Banking Industry," Journal of Productivity Analysis, Springer, vol. 21(1), pages 67-89, January.
    18. Peter Bogetoft & Dexiang Wang, 2005. "Estimating the Potential Gains from Mergers," Journal of Productivity Analysis, Springer, vol. 23(2), pages 145-171, May.
    19. 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.
    20. Kazley, Abby Swanson & Ozcan, Yasar A., 2009. "Electronic medical record use and efficiency: A DEA and windows analysis of hospitals," Socio-Economic Planning Sciences, Elsevier, vol. 43(3), pages 209-216, September.
    21. Philip H. Howard, 2009. "Visualizing Consolidation in the Global Seed Industry: 1996–2008," Sustainability, MDPI, vol. 1(4), pages 1-22, December.
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