Modeling heterogeneous technologies in the presence of sample selection: The case of dairy farms and the adoption of agri‐environmental schemes in France Modélisation de technologies hétérogènes en présence d'une sélection d'échantillon : le cas des exploitations laitières et de l'adoption des programmes agro-environnementaux en France.
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2022
- handle: 10670/1.d9ycpk
- hal: hal-03516608
- doi: 10.1111/agec.12683
- WOS: 000725914300001
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info:eu-repo/semantics/altIdentifier/doi/10.1111/agec.12683
Ce document est lié à :
info:eu-repo/grantAgreement//770747/EU/Low-Input Farming and Territories – Integrating knowledge for improving ecosystem-based farming/LIFT
http://creativecommons.org/licenses/by-nc/ , info:eu-repo/semantics/OpenAccess
Mots-clés
Agri-environmental schemes Efficiency France Heterogeneous technologies Latentclass Sample selection C - Mathematical and Quantitative Methods/C.C0 - General/C.C0.C01 - Econometrics D - Microeconomics/D.D2 - Production and Organizations/D.D2.D22 - Firm Behavior: Empirical Analysis Q - Agricultural and Natural Resource Economics • Environmental and Ecological Economics/Q.Q1 - Agriculture Q - Agricultural and Natural Resource Economics • Environmental and Ecological Economics/Q.Q1 - Agriculture/Q.Q1.Q10 - General Q - Agricultural and Natural Resource Economics • Environmental and Ecological Economics/Q.Q5 - Environmental Economics/Q.Q5.Q50 - General -bio]/Agricultural sciences/Agriculture, economy and politicsSujets proches
Economic theory Political economy Child placingCiter ce document
K Hervé Dakpo et al., « Modélisation de technologies hétérogènes en présence d'une sélection d'échantillon : le cas des exploitations laitières et de l'adoption des programmes agro-environnementaux en France. », HAL-SHS : économie et finance, ID : 10.1111/agec.12683
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Résumé
In this article, we assess farms’ technical efficiency accounting for their production heterogeneity and correcting for the potential endogeneity associated with the adoption of Common Agricultural Policy (CAP) agri-environmental schemes (AESs). We estimate a first-step selection probit model. In a second step we estimate the latent class stochastic frontier model (LCSFM) separately on each of the two sub-samples, the AESs adopters and the AESs non-adopters. We also account for heteroscedasticity in the estimation of inefficiency effects in the LCSFM within each sub-sample. The application is to Farm Accountancy Data Network (FADN) dairy farms in France during 2002–2016. We identify one class with intensive technology and one class with extensive technology for each of the two sub-samples. The investigation of inefficiency effects shows that modeling production heterogeneity could help better target the CAP, since the relationship between operational subsidies and farms' efficiency differs depending on whether or not production heterogeneity is accounted for.