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Biofuel feedstock contract attributes, substitutability and tradeoffs in sugarcane production for ethanol in the Brazilian Cerrado: A stated choice approach

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  • Sant’Anna, Ana Claudia
  • Bergtold, Jason S.
  • Shanoyan, Aleksan
  • Caldas, Marcellus M.
  • Granco, Gabriel

Abstract

Biofuel expansion may entail elaborate contractual relationships between processors and farmers. Past studies have been limited to explaining choices between single contracts or standard land fixed rental versus crop share contracts. Little is known about how changes in contract attributes affect the probability of farmers' switching between contracts, if given the choice. Contract choice in turn, has implications for biofuel market structure and farmer welfare. Sugarcane expansion into the Brazilian Cerrado provides an optimal setting to investigate farmers’ willingness to enter into contractual arrangements with biofuel processors. The study design involves a hypothetical stated choice experiment conducted with farmers and landowners in the Cerrado. Respondents choose between three contract types (land rental, agricultural partnership, and supply) or to opt-out. A novel two-opt opt model was applied to better model the opt out decision. Data is analyzed using a random parameter mixed logit model. Willingness to pay for contract attributes highlight farmer preference for shorter contracts with higher revenues. Direct and cross-attribute elasticities results provide unique insight into how market competition and farmer welfare can be affected by the substitution between contract options. They show a larger probability of substitution from more autonomous (e.g. supply) to less autonomous (e.g. land rental) contracts. Farmer contract preferences can motivate vertical integration in the emerging biofuel market, potentially resulting in consequences for farmer welfare and long-run sustainability of biofuel production. Our findings provide guidance for countries seeking to expand biofuel production in areas with enrooted agricultural production systems.

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  • Sant’Anna, Ana Claudia & Bergtold, Jason S. & Shanoyan, Aleksan & Caldas, Marcellus M. & Granco, Gabriel, 2022. "Biofuel feedstock contract attributes, substitutability and tradeoffs in sugarcane production for ethanol in the Brazilian Cerrado: A stated choice approach," Renewable Energy, Elsevier, vol. 185(C), pages 665-679.
    • Handle: RePEc:eee:renene:v:185:y:2022:i:c:p:665-679
    DOI: 10.1016/j.renene.2021.12.021
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    as
    1. Signorini, Guilherme & Ortega, David L. & Ross, R. Brent & Peterson, H. Christopher, 2021. "Heterogeneity in farmers’ willingness to produce bioenergy crops in the Midwest USA," Agricultural and Resource Economics Review, Cambridge University Press, vol. 50(2), pages 367-393, August.
    2. Xi Yang & Nicholas D. Paulson & Madhu Khanna, 2016. "Optimal Mix of Vertical Integration and Contracting for Energy Crops: Effect of Risk Preferences and Land Quality," Applied Economic Perspectives and Policy, Agricultural and Applied Economics Association, vol. 38(4), pages 632-654.
    3. Souza, Simone Pereira & Nogueira, Luiz Augusto Horta & Martinez, Johan & Cortez, Luis Augusto Barbosa, 2018. "Sugarcane can afford a cleaner energy profile in Latin America & Caribbean," Renewable Energy, Elsevier, vol. 121(C), pages 164-172.
    4. Train,Kenneth E., 2009. "Discrete Choice Methods with Simulation," Cambridge Books, Cambridge University Press, number 9780521766555, September.
    5. Ani L. Katchova & Ana Claudia Sant’Anna, 2019. "Impact of Ethanol Plant Location on Corn Revenues for U.S. Farmers," Sustainability, MDPI, vol. 11(22), pages 1-13, November.
    6. Adamowicz, Wiktor & Swait, Joffre & Boxall, Peter & Louviere, Jordan & Williams, Michael, 1997. "Perceptions versus Objective Measures of Environmental Quality in Combined Revealed and Stated Preference Models of Environmental Valuation," Journal of Environmental Economics and Management, Elsevier, vol. 32(1), pages 65-84, January.
    7. Mohit Anand & Ruiqing Miao & Madhu Khanna, 2019. "Adopting bioenergy crops: Does farmers’ attitude toward loss matter?," Agricultural Economics, International Association of Agricultural Economists, vol. 50(4), pages 435-450, July.
    8. Embaye, Weldensie T. & Bergtold, Jason S. & Archer, David & Flora, Cornelia & Andrango, Graciela C. & Odening, Marting & Buysse, Jeroen, 2018. "Examining farmers' willingness to grow and allocate land for oilseed crops for biofuel production," Energy Economics, Elsevier, vol. 71(C), pages 311-320.
    9. Mintewab Bezabih, 2009. "Heterogeneous Risk Preferences, Discount Rates and Land Contract Choice in Ethiopia," Journal of Agricultural Economics, Wiley Blackwell, vol. 60(2), pages 402-418, June.
    10. Desta B. Gebrehiwot & Stein T. Holden, 2020. "Variation in Output Shares and Endogenous Matching in Land Rental Contracts: Evidence from Ethiopia," Journal of Agricultural Economics, Wiley Blackwell, vol. 71(1), pages 260-282, February.
    11. Hensher, David A. & Collins, Andrew T. & Rose, John M. & Smith, Nariida C., 2013. "Direct and cross elasticities for freight distribution access charges: Empirical evidence by vehicle class, vehicle kilometres and tonne vehicle kilometres," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 56(C), pages 1-21.
    12. Zhou, Adrian & Thomson, Elspeth, 2009. "The development of biofuels in Asia," Applied Energy, Elsevier, vol. 86(Supplemen), pages 11-20, November.
    13. Joskow, Paul L, 1987. "Contract Duration and Relationship-Specific Investments: Empirical Evidence from Coal Markets," American Economic Review, American Economic Association, vol. 77(1), pages 168-185, March.
    14. Kwabena Krah & Daniel R Petrolia & Angelica Williams & Keith H Coble & Ardian Harri & Roderick M Rejesus, 2018. "Producer Preferences for Contracts on a Risky Bioenergy Crop," Applied Economic Perspectives and Policy, Agricultural and Applied Economics Association, vol. 40(2), pages 240-258.
    15. Bhat, Chandra R., 1998. "Accommodating flexible substitution patterns in multi-dimensional choice modeling: formulation and application to travel mode and departure time choice," Transportation Research Part B: Methodological, Elsevier, vol. 32(7), pages 455-466, September.
    16. Daglia Calil, Yuri Clements & Ribera, Luis, 2019. "Brazil’s Agricultural Production and Its Potential as Global Food Supplier," Choices: The Magazine of Food, Farm, and Resource Issues, Agricultural and Applied Economics Association, vol. 34(3), September.
    17. Klepacka, Anna M. & Florkowski, Wojciech J. & Revoredo-Giha, Cesar, 2019. "The expansion and changing cropping pattern of rapeseed production and biodiesel manufacturing in Poland," Renewable Energy, Elsevier, vol. 133(C), pages 156-165.
    18. Louviere,Jordan J. & Hensher,David A. & Swait,Joffre D. With contributions by-Name:Adamowicz,Wiktor, 2000. "Stated Choice Methods," Cambridge Books, Cambridge University Press, number 9780521788304, October.
    19. George Hendrikse & Jos Bijman, 2002. "Ownership Structure in Agrifood Chains: The Marketing Cooperative," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 84(1), pages 104-119.
    20. Madhu Khanna & Jordan Louviere & Xi Yang, 2017. "Motivations to grow energy crops: the role of crop and contract attributes," Agricultural Economics, International Association of Agricultural Economists, vol. 48(3), pages 263-277, May.
    21. Qiang Liu & Thomas J. Steenburgh & Sachin Gupta, 2015. "The Cross Attributes Flexible Substitution Logit: Uncovering Category Expansion and Share Impacts of Marketing Instruments," Marketing Science, INFORMS, vol. 34(1), pages 144-159, January.
    22. Jayson L. Lusk & Darren Hudson, 2004. "Willingness-to-Pay Estimates and Their Relevance to Agribusiness Decision Making," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 26(2), pages 152-169.
    23. Stine Broch & Suzanne Vedel, 2012. "Using Choice Experiments to Investigate the Policy Relevance of Heterogeneity in Farmer Agri-Environmental Contract Preferences," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 51(4), pages 561-581, April.
    24. Higgins, Andrew J. & Muchow, Russell C., 2003. "Assessing the potential benefits of alternative cane supply arrangements in the Australian sugar industry," Agricultural Systems, Elsevier, vol. 76(2), pages 623-638, May.
    25. Ana Claudia Sant'Anna & Jason S. Bergtold & Aleksan Shanoyan & Gabriel Granco & Marcellus M. Caldas, 2018. "Examining the relationship between vertical coordination strategies and technical efficiency: Evidence from the Brazilian ethanol industry," Agribusiness, John Wiley & Sons, Ltd., vol. 34(4), pages 793-812, October.
    26. Bergtold, Jason S. & Shanoyan, Aleksan & Fewell, Jason E. & Williams, Jeffery R., 2017. "Annual bioenergy crops for biofuels production: Farmers' contractual preferences for producing sweet sorghum," Energy, Elsevier, vol. 119(C), pages 724-731.
    27. Sant'Anna, Ana Claudia & Shanoyan, Aleksan & Bergtold, Jason Scott & Caldas, Marcellus M. & Granco, Gabriel, 2016. "Ethanol and sugarcane expansion in Brazil: what is fueling the ethanol industry?," International Food and Agribusiness Management Review, International Food and Agribusiness Management Association, vol. 19(4), September.
    28. Alexander, Corinne & Ivanic, Rasto & Rosch, Stephanie & Tyner, Wallace & Wu, Steven Y. & Yoder, Joshua R., 2012. "Contract theory and implications for perennial energy crop contracting," Energy Economics, Elsevier, vol. 34(4), pages 970-979.
    29. Hensher,David A. & Rose,John M. & Greene,William H., 2015. "Applied Choice Analysis," Cambridge Books, Cambridge University Press, number 9781107465923, October.
    30. Ghoddusi, Hamed, 2017. "Price risks for biofuel producers in a deregulated market," Renewable Energy, Elsevier, vol. 114(PB), pages 394-407.
    31. Brinkman, Marnix L.J. & da Cunha, Marcelo P. & Heijnen, Sanne & Wicke, Birka & Guilhoto, Joaquim J.M. & Walter, Arnaldo & Faaij, André P.C. & van der Hilst, Floor, 2018. "Interregional assessment of socio-economic effects of sugarcane ethanol production in Brazil," Renewable and Sustainable Energy Reviews, Elsevier, vol. 88(C), pages 347-362.
    32. Keith J. Crocker & Scott E. Masten, 1988. "Mitigating Contractual Hazards: Unilateral Options and Contract Length," RAND Journal of Economics, The RAND Corporation, vol. 19(3), pages 327-343, Autumn.
    33. Barrowclough, Michael & Boys, Kathryn A. & Carpio, Carlos, 2019. "Benefits, Challenges and Trade-Offs: Buyer and Contract Characteristics Valued by Small Farm Suppliers to Wholesale Marketing Channels," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 44(3), September.
    34. Kassu Wamisho Hossiso & Aaron Laporte & David Ripplinger, 2017. "The Effects of Contract Mechanism Design and Risk Preferences on Biomass Supply for Ethanol Production," Agribusiness, John Wiley & Sons, Ltd., vol. 33(3), pages 339-357, June.
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    More about this item

    Keywords

    Biofuel; Brazil; Contract; Farmer; Sugar cane; Stated choice experiment; Substitution;
    All these keywords.

    JEL classification:

    • Q13 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Agricultural Markets and Marketing; Cooperatives; Agribusiness
    • Q16 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - R&D; Agricultural Technology; Biofuels; Agricultural Extension Services

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