IDEAS home Printed from https://ideas.repec.org/a/eee/eneeco/v71y2018icp311-320.html
   My bibliography  Save this article

Examining farmers' willingness to grow and allocate land for oilseed crops for biofuel production

Author

Listed:
  • Embaye, Weldensie T.
  • Bergtold, Jason S.
  • Archer, David
  • Flora, Cornelia
  • Andrango, Graciela C.
  • Odening, Marting
  • Buysse, Jeroen

Abstract

The purpose of this paper is to determine farmers' willingness to adopt and allocate land for growing non-food oilseeds as bio-energy crops across the western US. A mail survey was conducted in three regions of the western US from randomly selected wheat farmers. Data was analyzed using Heckman's two stage selection model to correct for selection bias. Under favorable contracts, the study found that 58% of sample farmers were willing to adopt oilseeds as bio-energy crops and initially contribute an average of 160 acres of land for production per farm. Concerning farmers' adoption decisions, factors such as experience growing oilseed crops, availability of a nearby crushing facility, use of no till, being a first adopter and having a college degree positively affected adoption, while risk behavior, farm experience and gender negatively affected adoption. With regard to the land allocation decision, factors such as farm income and gender positively affected land allocation decisions, whereas percentage of land rented on a crop share basis, profit ratio (wheat/canola) and livestock ownership negatively affected land allocation decisions.

Suggested Citation

  • 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.
  • Handle: RePEc:eee:eneeco:v:71:y:2018:i:c:p:311-320
    DOI: 10.1016/j.eneco.2018.03.005
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0140988318300847
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.eneco.2018.03.005?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Fernandez-Cornejo, Jorge & Daberkow, Stan G. & McBride, William D., 2001. "Decomposing The Size Effect On The Adoption Of Innovations: Agrobiotechnology And Precision Farming," 2001 Annual meeting, August 5-8, Chicago, IL 20527, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    2. Ransom, J. K. & Paudyal, K. & Adhikari, K., 2003. "Adoption of improved maize varieties in the hills of Nepal," Agricultural Economics, Blackwell, vol. 29(3), pages 299-305, December.
    3. Norris, Patricia E. & Batie, Sandra S., 1987. "Virginia Farmers' Soil Conservation Decisions: An Application Of Tobit Analysis," Southern Journal of Agricultural Economics, Southern Agricultural Economics Association, vol. 19(1), pages 1-12, July.
    4. 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.
    5. Daberkow, Stan G. & McBride, William D., 1998. "Socioeconomic Profiles of Early Adopters of Precision Agriculture Technologies," Journal of Agribusiness, Agricultural Economics Association of Georgia, vol. 16(2), pages 1-18.
    6. Brian W. Gould & William E. Saupe & Richard M. Klemme, 1989. "Conservation Tillage: The Role of Farm and Operator Characteristics and the Perception of Soil Erosion," Land Economics, University of Wisconsin Press, vol. 65(2), pages 167-185.
    7. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
    8. A. Colin Cameron & Douglas L. Miller, 2010. "Robust Inference with Clustered Data," Working Papers 318, University of California, Davis, Department of Economics.
    9. P. Kristjanson & I. Okike & S. Tarawali & B. B. Singh & V. M. Manyong, 2005. "Farmers' perceptions of benefits and factors affecting the adoption of improved dual‐purpose cowpea in the dry savannas of Nigeria," Agricultural Economics, International Association of Agricultural Economists, vol. 32(2), pages 195-210, March.
    10. Allen M. Featherstone & Barry K. Goodwin, 1993. "Factors Influencing a Farmer's Decision to Invest in Long-Term Conservation Improvements," Land Economics, University of Wisconsin Press, vol. 69(1), pages 67-81.
    11. 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.
    12. A. Colin Cameron & Douglas L. Miller, 2010. "Robust Inference with Clustered Data," Working Papers 107, University of California, Davis, Department of Economics.
    13. Baidu-Forson, J., 1999. "Factors influencing adoption of land-enhancing technology in the Sahel: lessons from a case study in Niger," Agricultural Economics, Blackwell, vol. 20(3), pages 231-239, May.
    14. Norris, Patricia E. & Batie, Sandra S., 1987. "Virginia Farmers' Soil Conservation Decisions: An Application of Tobit Analysis," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 19(1), pages 79-90, July.
    15. A. Colin Cameron & Douglas L. Miller, 2015. "A Practitioner’s Guide to Cluster-Robust Inference," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 317-372.
    16. Marianne Bertrand & Esther Duflo & Sendhil Mullainathan, 2004. "How Much Should We Trust Differences-In-Differences Estimates?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(1), pages 249-275.
    17. Wagner, Alfred, 1891. "Marshall's Principles of Economics," History of Economic Thought Articles, McMaster University Archive for the History of Economic Thought, vol. 5, pages 319-338.
    18. Patrick Puhani, 2000. "The Heckman Correction for Sample Selection and Its Critique," Journal of Economic Surveys, Wiley Blackwell, vol. 14(1), pages 53-68, February.
    19. Safieddin Ardebili, M. & Ghobadian, B. & Najafi, G. & Chegeni, A., 2011. "Biodiesel production potential from edible oil seeds in Iran," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(6), pages 3041-3044, August.
    20. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    21. Velandia, Margarita & Rejesus, Roderick M. & Knight, Thomas O. & Sherrick, Bruce J., 2009. "Factors Affecting Farmers' Utilization of Agricultural Risk Management Tools: The Case of Crop Insurance, Forward Contracting, and Spreading Sales," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 41(1), pages 107-123, April.
    22. Niven Winchester & Christoph Wollersheim & Regina Clewlow & Nicolas C. Jost & Sergey Paltsev & John M. Reilly & Ian A. Waitz, 2013. "The Impact of Climate Policy on US Aviation," Journal of Transport Economics and Policy, University of Bath, vol. 47(1), pages 1-15, January.
    23. Gary D. Lynne & J. S. Shonkwiler & Leandro R. Rola, 1988. "Attitudes and Farmer Conservation Behavior," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 70(1), pages 12-19.
    24. Parks P. J. & Kramer R. A., 1995. "A Policy Simulation of the Wetlands Reserve Program," Journal of Environmental Economics and Management, Elsevier, vol. 28(2), pages 223-240, March.
    25. Ephraim Nkonya & Ted Schroeder & David Norman, 1997. "Factors Affecting Adoption Of Improved Maize Seed And Fertiliser In Northern Tanzania," Journal of Agricultural Economics, Wiley Blackwell, vol. 48(1‐3), pages 1-12, January.
    26. Yeboah, Anthony K. & Naanwaab, Cephas B. & Yeboah, Osei-Agyeman & Owens, John Paul & Bynum, Jarvetta S., 2013. "Economic Feasibility of Sustainable High Oilseed-Based Biofuel Production: The Case for Biodiesel in North Carolina," International Food and Agribusiness Management Review, International Food and Agribusiness Management Association, vol. 16(1), pages 1-26, February.
    27. 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.
    28. Ragan, Holly R. & Kenkel, Philip L., 2007. "The Impact of Biofuel Production on Crop Production in the Southern Plains," 2007 Annual Meeting, February 4-7, 2007, Mobile, Alabama 34883, Southern Agricultural Economics Association.
    29. Lynes, Melissa K. & Bergtold, Jason S. & Williams, Jeffery R. & Fewell, Jason E., 2016. "Willingness of Kansas farm managers to produce alternative cellulosic biofuel feedstocks: An analysis of adoption and initial acreage allocation," Energy Economics, Elsevier, vol. 59(C), pages 336-348.
    30. JunJie Wu & Kathleen Segerson, 1995. "The Impact of Policies and Land Characteristics on Potential Groundwater Pollution in Wisconsin," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 77(4), pages 1033-1047.
    31. Gourieroux,Christian, 2000. "Econometrics of Qualitative Dependent Variables," Cambridge Books, Cambridge University Press, number 9780521589857.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Hossein Mikhak & Mehdi Rahimian & Saeed Gholamrezai, 2022. "Implications of changing cropping pattern to low water demand plants due to climate change: evidence from Iran," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(8), pages 9833-9850, August.
    2. Xufang Zhang & Minghua Zhao & Xiaojie Wang & Rongqing Han, 2022. "Regional Differences of Farmers’ Willingness to Grow Grain and Its Influencing Factors in Shandong Province under the Background of New-Type Urbanization," Agriculture, MDPI, vol. 12(8), pages 1-21, August.
    3. Jiliang Ma & Jiajia Qu & Nawab Khan & Huijie Zhang, 2022. "Towards Sustainable Agricultural Development for Edible Beans in China: Evidence from 848 Households," Sustainability, MDPI, vol. 14(15), pages 1-14, July.
    4. Xia Vivian Zhou & Kimberly L. Jensen & James A. Larson & Burton C. English, 2021. "Farmer Interest in and Willingness to Grow Pennycress as an Energy Feedstock," Energies, MDPI, vol. 14(8), pages 1-16, April.
    5. 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.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Thompson, Nathanael M. & Reeling, Carson J. & Fleckenstein, Michelle R. & Prokopy, Linda S. & Armstrong, Shalamar D., 2021. "Examining intensity of conservation practice adoption: Evidence from cover crop use on U.S. Midwest farms," Food Policy, Elsevier, vol. 101(C).
    2. Magali Aubert & Jean Marie Codron & Sylvain Rousset & Murat Yercan, 2017. "Which factors lead tomato growers to implement integrated pest management? Evidence from Turkey," Post-Print hal-02735805, HAL.
    3. Bayard, Budry & Jolly, Curtis, 2007. "Environmental behavior structure and socio-economic conditions of hillside farmers: A multiple-group structural equation modeling approach," Ecological Economics, Elsevier, vol. 62(3-4), pages 433-440, May.
    4. Soule, Meredith J., 2001. "Soil Management And The Farm Typology: Do Small Family Farms Manage Soil And Nutrient Resources Differently Than Large Family Farms?," Agricultural and Resource Economics Review, Northeastern Agricultural and Resource Economics Association, vol. 30(2), pages 1-10, October.
    5. Daberkow, Stan G. & McBride, William D., 2001. "Information And The Adoption Of Precision Farming," 2001 Annual meeting, August 5-8, Chicago, IL 20556, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    6. Lichtenberg, Erik, 2001. "Adoption Of Soil Conservation Practices: A Revealed Preference Approach," Working Papers 28609, University of Maryland, Department of Agricultural and Resource Economics.
    7. L. Toma & A. P. Barnes & L.-A. Sutherland & S. Thomson & F. Burnett & K. Mathews, 2018. "Impact of information transfer on farmers’ uptake of innovative crop technologies: a structural equation model applied to survey data," The Journal of Technology Transfer, Springer, vol. 43(4), pages 864-881, August.
    8. Hansen, Bruce E. & Lee, Seojeong, 2019. "Asymptotic theory for clustered samples," Journal of Econometrics, Elsevier, vol. 210(2), pages 268-290.
    9. Bayard, Budry & Jolly, Curtis M. & Shannon, Dennis A., 2006. "The Adoption and Management of Soil Conservation Practices in Haiti: The Case of Rock Walls," Agricultural Economics Review, Greek Association of Agricultural Economists, vol. 7(2), pages 1-12, July.
    10. Entorf, Horst & Sattarova, Liliya, 2016. "The Analysis of Prison-Prisoner Data Using Cluster-Sample Econometrics: Prison Conditions and Prisoners' Assessments of the Future," IZA Discussion Papers 10209, Institute of Labor Economics (IZA).
    11. Lichtenberg, Erik & Strand, Ivar E.Jr. & Lantin, Rhona M. & Lessley, Billy V., 1990. "Factors Influencing Adoption of Best Management Practices in Maryland," Working Papers 197616, University of Maryland, Department of Agricultural and Resource Economics.
    12. Giovanopoulou, Eirini & Nastis, Stefanos A. & Papanagiotou, Evagelos, 2011. "Modeling farmer participation in agri-environmental nitrate pollution reducing schemes," Ecological Economics, Elsevier, vol. 70(11), pages 2175-2180, September.
    13. Wang, Hua & Keithly, Walter & Caffey, Rex, 2018. "Determinants of Participation and Intensity for Commercial-based Activities in Coastal Louisiana," 2018 Annual Meeting, February 2-6, 2018, Jacksonville, Florida 266552, Southern Agricultural Economics Association.
    14. Slawa Rokicki & Jessica Cohen & Gunther Fink & Joshua Salomon & Mary Beth Landrum, 2018. "Inference with difference-in-differences with a small number of groups: a review, simulation study and empirical application using SHARE data," CHaRMS Working Papers 18-01, Centre for HeAlth Research at the Management School (CHaRMS).
    15. Qualls, D. Joshua & Jensen, Kimberly L. & English, Burton C. & Larson, James A. & Clark, Christopher D., 2011. "Analysis of Factors Affecting Farmers’ Willingness to Adopt Switchgrass Production," 2011 Annual Meeting, February 5-8, 2011, Corpus Christi, Texas 98625, Southern Agricultural Economics Association.
    16. Lichtenberg, Erik, 2002. "Agriculture and the environment," Handbook of Agricultural Economics, in: B. L. Gardner & G. C. Rausser (ed.), Handbook of Agricultural Economics, edition 1, volume 2, chapter 23, pages 1249-1313, Elsevier.
    17. Burnett, Wesley & Szmurlo, Daniel & Callahan, Scott, 2022. "Land tenure and conservation adoption: An analysis of contracts and incentives," 2022 Annual Meeting, July 31-August 2, Anaheim, California 322244, Agricultural and Applied Economics Association.
    18. D'Emden, Francis H. & Llewellyn, Rick S. & Burton, Michael P., 2008. "Factors influencing adoption of conservation tillage in Australian cropping regions," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 52(2), pages 1-14.
    19. Hirschauer, Norbert & Grüner, Sven & Mußhoff, Oliver & Becker, Claudia & Jantsch, Antje, 2020. "Can p-values be meaningfully interpreted without random sampling?," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 14, pages 71-91.
    20. B. James Deaton & Chad Lawley & Karthik Nadella, 2018. "Renters, landlords, and farmland stewardship," Agricultural Economics, International Association of Agricultural Economists, vol. 49(4), pages 521-531, July.

    More about this item

    Keywords

    Land use; Bio-jet fuel; Oilseed; Contract; Wheat;
    All these keywords.

    JEL classification:

    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • Q28 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Renewable Resources and Conservation - - - Government Policy
    • Q24 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Renewable Resources and Conservation - - - Land
    • Q40 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - General
    • Q42 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Alternative Energy Sources
    • R49 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Transportation Economics - - - Other

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:eneeco:v:71:y:2018:i:c:p:311-320. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/eneco .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.