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The Determinants of Farmer’s Intended Behaviour Towards the Adoption of Energy Crops in Southern Spain: an Application of the Classification Tree-Method

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  • Giannoccaro, Giacomo
  • Berbel, Julio

Abstract

Despite growing interest in biomass over the last number of years, bio-energy derived from biomass currently contributes to a very small share of the total Spanish energy market. How individual farmers choose to respond to the opportunities presented by these relatively novel crops has still received scarce attention. In this paper, farmers’intentions towards the adoption of energy crops are analyzed. A survey of 201 farmhouseholds in Southern Spain is explored using a non-parametric approach based on classification tree algorithms. The main outcome of this analysis is that off-farm labour factor affects the adoption of energy crops on farm, together with farm specializations, size of owned land and farmer’s education. While the study confirms the relevance of the main determinants available from the literature, need for further research is emphasised.

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  • Giannoccaro, Giacomo & Berbel, Julio, 2012. "The Determinants of Farmer’s Intended Behaviour Towards the Adoption of Energy Crops in Southern Spain: an Application of the Classification Tree-Method," Bio-based and Applied Economics Journal, Italian Association of Agricultural and Applied Economics (AIEAA), vol. 1(2), pages 1-14, August.
    • Handle: RePEc:ags:aieabj:141969
    DOI: 10.22004/ag.econ.141969
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    1. Sherrington, Chris & Bartley, Justin & Moran, Dominic, 2008. "Farm-level constraints on the domestic supply of perennial energy crops in the UK," Energy Policy, Elsevier, vol. 36(7), pages 2504-2512, July.
    2. Gasol, Carles M. & Martínez, Sergio & Rigola, Miquel & Rieradevall, Joan & Anton, Assumpció & Carrasco, Juan & Ciria, Pilar & Gabarrell, Xavier, 2009. "Feasibility assessment of poplar bioenergy systems in the Southern Europe," Renewable and Sustainable Energy Reviews, Elsevier, vol. 13(4), pages 801-812, May.
    3. Fernandez-Cornejo, Jorge & Hendricks, Chad & Mishra, Ashok K., 2005. "Technology Adoption and Off-Farm Household Income: The Case of Herbicide-Tolerant Soybeans," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 37(3), pages 1-15, December.
    4. Viaggi, Davide & Raggi, Meri & Gomez y Paloma, Sergio, 2011. "Farm-household investment behaviour and the CAP decoupling: Methodological issues in assessing policy impacts," Journal of Policy Modeling, Elsevier, vol. 33(1), pages 127-145, January.
    5. Breustedt, Gunnar & Muller-Scheessel, Jorg & Latacz-Lohmann, Uwe, 2008. "Forecasting the Adoption of GM Oilseed Rape: Evidence from a Discrete Choice Experiment," 82nd Annual Conference, March 31 - April 2, 2008, Royal Agricultural College, Cirencester, UK 36771, Agricultural Economics Society.
    6. Gunnar Breustedt & Jörg Müller‐Scheeßel & Uwe Latacz‐Lohmann, 2008. "Forecasting the Adoption of GM Oilseed Rape: Evidence from a Discrete Choice Experiment in Germany," Journal of Agricultural Economics, Wiley Blackwell, vol. 59(2), pages 237-256, June.
    7. G. V. Kass, 1980. "An Exploratory Technique for Investigating Large Quantities of Categorical Data," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 29(2), pages 119-127, June.
    8. Fernandez-Cornejo, Jorge & Beach, E. Douglas & Huang, Wen-Yuan, 1994. "The Adoption of IPM Techniques By Vegetable Growers in Florida, Michigan and Texas," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 26(1), pages 158-172, July.
    9. Ajzen, Icek, 1991. "The theory of planned behavior," Organizational Behavior and Human Decision Processes, Elsevier, vol. 50(2), pages 179-211, December.
    10. Gallerani, Vittorio & Gomez y Paloma, Sergio & Raggi, Meri & Viaggi, Davide, 2008. "Understanding The Determinants Of Investment Reactions To Decoupling," 109th Seminar, November 20-21, 2008, Viterbo, Italy 44841, European Association of Agricultural Economists.
    11. Fernandez-Cornejo, Jorge & Beach, E. Douglas & Huang, Wen-Yuan, 1994. "The Adoption Of Ipm Techniques By Vegetable Growers In Florida, Michigan And Texas," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 26(1), pages 1-15, July.
    12. Sevigne, Eva & Gasol, Carles M. & Brun, Filippo & Rovira, Laura & Pagés, Josep Maria & Camps, Francesc & Rieradevall, Joan & Gabarrell, Xavier, 2011. "Water and energy consumption of Populus spp. bioenergy systems: A case study in Southern Europe," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(2), pages 1133-1140, February.
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    2. Mohrmann, Sören & Schaper, Christian & Otter, Verena, 2022. "Strohpellets als innovatives Alternativsubstrat in der Biogasproduktion: Ergebnisse einer empirischen Analyse," 62nd Annual Conference, Stuttgart, Germany, September 7-9, 2022 329607, German Association of Agricultural Economists (GEWISOLA).
    3. Giannoccaro, Giacomo & Bartolini, Fabio & Raggi, Meri & Viaggi, Davide, 2013. "Assessing the CAP influence on European farmers’ preferences towards the adoption of renewable energy production," 2013 Second Congress, June 6-7, 2013, Parma, Italy 149914, Italian Association of Agricultural and Applied Economics (AIEAA).
    4. Sören Mohrmann & Verena Otter, 2022. "Categorisation of Biogas Plant Operators in Germany with Regards to Their Intention to Use Straw Pellets as Innovative and Sustainable Substrate Alternative," Energies, MDPI, vol. 16(1), pages 1-26, December.
    5. Dingde Xu & Zhixing Ma & Xin Deng & Yi Liu & Kai Huang & Wenfeng Zhou & Zhuolin Yong, 2020. "Relationships between Land Management Scale and Livelihood Strategy Selection of Rural Households in China from the Perspective of Family Life Cycle," Land, MDPI, vol. 9(1), pages 1-15, January.
    6. Giannoccaro, Giacomo & de Gennaro, Bernardo C. & De Meo, Emilio & Prosperi, Maurizio, 2017. "Assessing farmers' willingness to supply biomass as energy feedstock: Cereal straw in Apulia (Italy)," Energy Economics, Elsevier, vol. 61(C), pages 179-185.
    7. Montefrio, Marvin Joseph F. & Sonnenfeld, David A. & Luzadis, Valerie A., 2015. "Social construction of the environment and smallholder farmers' participation in ‘low-carbon’, agro-industrial crop production contracts in the Philippines," Ecological Economics, Elsevier, vol. 116(C), pages 70-77.

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