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Input- and Output-Oriented Technical Efficiency of Ukrainian Collective Farms, 1989–1992: Bayesian Analysis of a Stochastic Production Frontier Model

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  • L. Kurkalova
  • A. Carriquiry

Abstract

We propose estimation of a stochastic production frontier model within a Bayesian framework to obtain the posterior distribution of single-input-oriented technical efficiency at the firm level. All computations are carried out using Markov chain Monte Carlo methods. The approach is illustrated by applying it to production data obtained from a survey of Ukrainian collective farms. We show that looking at the changes in single-input-oriented technical efficiency in addition to the changes in output-oriented technical efficiency improves the understanding of the dynamics of technical efficiency over the first years of transition in the former Soviet Union. Copyright Kluwer Academic Publishers 2003

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  • L. Kurkalova & A. Carriquiry, 2003. "Input- and Output-Oriented Technical Efficiency of Ukrainian Collective Farms, 1989–1992: Bayesian Analysis of a Stochastic Production Frontier Model," Journal of Productivity Analysis, Springer, vol. 20(2), pages 191-211, September.
    • Handle: RePEc:kap:jproda:v:20:y:2003:i:2:p:191-211
    DOI: 10.1023/A:1025132322762
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    10. Kurkalova, Lyubov A. & Jensen, Helen H., 1998. "Technical Efficiency Of Grain Production In Ukraine," 1998 Annual meeting, August 2-5, Salt Lake City, UT 20974, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
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    13. Robert D. Weaver, 1998. "Measuring Productivity of Environmentally Interactive Technologies: The Case of Agriculture and the Environment," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 80(3), pages 595-599.
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    2. Fraser, Iain & Davis, Junior & Balcombe, Kelvin & Bezemer, Dirk, 2005. "Is Rural Income Diversity Pro-Growth? Is It Pro-Poor? Evidence from Georgia," Proceedings of the German Development Economics Conference, Kiel 2005 4, Verein für Socialpolitik, Research Committee Development Economics.
    3. Boris Bravo-Ureta & Daniel Solís & Víctor Moreira López & José Maripani & Abdourahmane Thiam & Teodoro Rivas, 2007. "Technical efficiency in farming: a meta-regression analysis," Journal of Productivity Analysis, Springer, vol. 27(1), pages 57-72, February.
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