Heterogeneity of long-run technical efficiency of German dairy farms: a Bayesian approach*

Ioannis Skevas, Grigorios Emvalomatis, Bernhard Brümmer

    Research output: Contribution to journalArticle

    2 Citations (Scopus)
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    Abstract

    In parametric efficiency studies, two alternative approaches exist to provide an estimate of the long-run efficiency of firms: the dynamic stochastic frontier model and the generalised true random-effects model. We extend the former in order to allow for heterogeneity in the long-run technical efficiency of firms. This model is based on potential differences in firm-specific characteristics and in firms’ inefficiency persistence. The model is applied to an unbalanced micro-panel of German dairy farms over the period 1999 to 2009. Estimation of long-run technical efficiency and inefficiency persistence is based on an output distance function representation of the production technology and estimated in a Bayesian framework. The results suggest that heterogeneity in long-run technical efficiency of farms is mostly attributed to discrepancies in farm-specific factors rather than differences in farms’ inefficiency persistence. Farm size is positively related to long-run technical efficiency while subsidies exert a negative effect on the long-run technical efficiency of farms. Inefficiency persistence is found to be very high, but heterogeneity in this persistence is low.
    Original languageEnglish
    Pages (from-to)58-75
    Number of pages18
    JournalJournal of Agricultural Economics
    Volume69
    Issue number1
    Early online date25 Sep 2017
    DOIs
    Publication statusPublished - Feb 2018

    Fingerprint

    Bayes Theorem
    dairy farming
    farms
    farm size
    subsidies
    production technology
    Farms
    Bayesian approach
    Technical efficiency
    Dairy farms
    Persistence
    Technology
    Farm
    Inefficiency

    Keywords

    • Dairy farms
    • dynamic stochastic frontier
    • heterogeneity
    • inefficiency persistence
    • long-run technical efficiency

    Cite this

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    abstract = "In parametric efficiency studies, two alternative approaches exist to provide an estimate of the long-run efficiency of firms: the dynamic stochastic frontier model and the generalised true random-effects model. We extend the former in order to allow for heterogeneity in the long-run technical efficiency of firms. This model is based on potential differences in firm-specific characteristics and in firms’ inefficiency persistence. The model is applied to an unbalanced micro-panel of German dairy farms over the period 1999 to 2009. Estimation of long-run technical efficiency and inefficiency persistence is based on an output distance function representation of the production technology and estimated in a Bayesian framework. The results suggest that heterogeneity in long-run technical efficiency of farms is mostly attributed to discrepancies in farm-specific factors rather than differences in farms’ inefficiency persistence. Farm size is positively related to long-run technical efficiency while subsidies exert a negative effect on the long-run technical efficiency of farms. Inefficiency persistence is found to be very high, but heterogeneity in this persistence is low.",
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    Heterogeneity of long-run technical efficiency of German dairy farms : a Bayesian approach*. / Skevas, Ioannis; Emvalomatis, Grigorios; Brümmer, Bernhard.

    In: Journal of Agricultural Economics, Vol. 69, No. 1, 02.2018, p. 58-75.

    Research output: Contribution to journalArticle

    TY - JOUR

    T1 - Heterogeneity of long-run technical efficiency of German dairy farms

    T2 - a Bayesian approach*

    AU - Skevas, Ioannis

    AU - Emvalomatis, Grigorios

    AU - Brümmer, Bernhard

    N1 - © 2017 The Agricultural Economics Society

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