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Recovering cropping management practices specific production functions: clustering and latent approaches

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  • Esther Devilliers

    (INRAE - Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement, BETA - Bureau d'Économie Théorique et Appliquée - INRA - Institut National de la Recherche Agronomique - UNISTRA - Université de Strasbourg - UL - Université de Lorraine - CNRS - Centre National de la Recherche Scientifique)

  • A. Carpentier

    (INRAE - Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement, SMART - Structures et Marché Agricoles, Ressources et Territoires - INRAE - Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement - Institut Agro Rennes Angers - Institut Agro - Institut national d'enseignement supérieur pour l'agriculture, l'alimentation et l'environnement)

Abstract
Reducing the use of pesticides and more generally of chemical inputs is a topical issue for governments. Economists generally advocate taxation for reducing polluting input uses. While econometric models tend to show that the pesticides price elasticity is low, these models mostly consider short-term adjustments. Mid-term adjustments of variable input uses are expected to be larger as reducing such uses require farmers to change their cropping management practices (CMPs). CMP is a notion closely related to the economists' production functions and used by agricultural scientists for characterizing crop production technologies. Yet, data lacking on farmers' CMPs prevents direct empirical analyses of CMPs' performances and adoption processes. The main objective of this paper is to propose original approaches for identifying farmers' CMPs in farm accountancy panel datasets with cost accounting. We consider that each CMP is charac-terized by a specific production function and propose approaches for identifying farmers' CMPs and the related production functions either sequentially or simultaneously. We demonstrate the relevance of our approaches through an empirical application based on a French arable crop farm accountancy unbalanced panel dataset covering the 1998-2014 period. Albeit preliminary, our empirical results demonstrate that our approaches perform relatively well. Indeed, they enable us to identify two wheat CMPs used by farmers: a low input CMP and a high yielding CMP.
(This abstract was borrowed from another version of this item.)

Suggested Citation

  • Esther Devilliers & A. Carpentier, 2019. "Recovering cropping management practices specific production functions: clustering and latent approaches," Post-Print hal-04157746, HAL.
    • Handle: RePEc:hal:journl:hal-04157746
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    as
    1. Fabienne Féménia & Elodie Letort, 2016. "How to achieve significant reduction in pesticide use? An empirical evaluation of the impacts of pesticide taxation associated to a change in cropping practice," Working Papers SMART 16-02, INRAE UMR SMART.
    2. Thomas G. Böcker & Robert Finger, 2017. "A Meta-Analysis on the Elasticity of Demand for Pesticides," Journal of Agricultural Economics, Wiley Blackwell, vol. 68(2), pages 518-533, June.
    3. Wilson, Clevo & Tisdell, Clem, 2001. "Why farmers continue to use pesticides despite environmental, health and sustainability costs," Ecological Economics, Elsevier, vol. 39(3), pages 449-462, December.
    4. Femenia, Fabienne & Letort, Elodie, 2016. "How to significantly reduce pesticide use: An empirical evaluation of the impacts of pesticide taxation associated with a change in cropping practice," Ecological Economics, Elsevier, vol. 125(C), pages 27-37.
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