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An Economic Model to Evaluate the Contribution of Genetics to Milk Production

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  • Álvarez, Antonio
  • Roibás, David

Abstract

In this paper we focus on the role that genetic progress may play in improving milk quality. Despite important genetic advances in dairy, the absence of genetic records in farm management data bases has precluded empirical production models from explicitly accounting for differences in genetics across herds. Our objective is to analyze the contribution of genetics to milk production. Genetics are expected to affect the quantity of milk produced and to influence milk quality by affecting fat and protein content. We first estimate a dairy production function which includes a genetic index of milk quantity as one of the inputs. Next, we analyze the influence of genetics on milk composition, by splitting milk production into protein, fat and other components. The paper explores some modeling issues associated with the specification of the effect of genetics in this multi-output technology framework. In particular, we consider genetic indexes as allocable inputs and the remaining inputs as non-allocable.

Suggested Citation

  • Álvarez, Antonio & Roibás, David, 2006. "An Economic Model to Evaluate the Contribution of Genetics to Milk Production," Efficiency Series Papers 2006/02, University of Oviedo, Department of Economics, Oviedo Efficiency Group (OEG).
  • Handle: RePEc:oeg:wpaper:2006/02
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    File URL: https://www.unioviedo.es/oeg/ESP/esp_2006_02.pdf
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    References listed on IDEAS

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    1. C. Richard Shumway & Rulon D. Pope & Elizabeth K. Nash, 1984. "Allocatable Fixed Inputs and Jointness in Agricultural Production: Implications for Economic Modeling," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 66(1), pages 72-78.
    2. Lau, Lawrence J, 1972. "Profit Functions of Technologies with Multiple Inputs and Outputs," The Review of Economics and Statistics, MIT Press, vol. 54(3), pages 281-289, August.
    3. Alvarez, Antonio & Arias, Carlos, 2004. "Technical efficiency and farm size: a conditional analysis," Agricultural Economics, Blackwell, vol. 30(3), pages 241-250, May.
    4. Jeffrey M. Peterson & Richard N. Boisvert & Harry de Gorter, 2002. "Environmental policies for a multifunctional agricultural sector in open economies," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 29(4), pages 423-443, December.
    5. Boris E. Bravo-Ureta & Laszlo Rieger, 1991. "Dairy Farm Efficiency Measurement Using Stochastic Frontiers and Neoclassical Duality," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 73(2), pages 421-428.
    6. Schmidt, Peter & Sickles, Robin C, 1984. "Production Frontiers and Panel Data," Journal of Business & Economic Statistics, American Statistical Association, vol. 2(4), pages 367-374, October.
    7. Msafiri D. Mbaga & Robert Romain & Bruno Larue & Luc Lebel, 2003. "Assessing Technical Efficiency of Québec Dairy Farms," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 51(1), pages 121-137, March.
    8. C. Richard Shumway & Robert W. Blake & David J. Leatham & Michael A. Tomaszewski, 1987. "Assessing the comparative economics of a biotechnology: Artificial insemination dairy sires," Agribusiness, John Wiley & Sons, Ltd., vol. 3(2), pages 207-220.
    9. Antonio M. Álvarez & Eduardo González, 1999. "Using Cross-Section Data to Adjust Technical Efficiency Indexes Estimated With Panel Data," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 81(4), pages 894-901.
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