Does Spatial Dependence Affect the Intention to Make Land Available for Bioenergy Crops?

Skevas, Theodoros; Skevas, Ioannis; Swinton, Scott M.

doi:10.1111/1477-9552.12233

Title: Does Spatial Dependence Affect the Intention to Make Land Available for Bioenergy Crops?

Journal Article · Mon Sep 25 00:00:00 EDT 2017 · Journal of Agricultural Economics

DOI:https://doi.org/10.1111/1477-9552.12233· OSTI ID:1394666

Skevas, Theodoros; Skevas, Ioannis; Swinton, Scott M.

Abstract We find spatial dependence in landowners’ stated intentions to make land available for bioenergy crops. Our data are generated from a contingent valuation survey of 599 owners of marginal land in southern Michigan. Employing a Bayesian framework and using these spatially explicit data, we estimate and compare non‐spatial probit and spatial Durbin probit models to examine the presence of spatial dependence in land rental intentions. Results show that intentions to rent land for bioenergy crop production are spatially dependent. This spatial dependence arises both from the land supply intentions of nearby landowners and from spatial spillover effects of landowner characteristics and attitudes towards environmental amenities and the disamenities of land rental. We show that ignoring spatial dependence in the intentions of neighbouring landowners to participate in land rental markets for bioenergy feedstocks can lead to distortions that underestimate total effects. Our finding implies that studies of land use and crop supply should test for spatial interactions in order to make accurate inferences.

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Sponsoring Organization:: USDOE

Grant/Contract Number:: DE‐FC02‐07ER64494

OSTI ID:: 1394666

Alternate ID(s):: OSTI ID: 1394667

Journal Information:: Journal of Agricultural Economics, Journal Name: Journal of Agricultural Economics Vol. 69 Journal Issue: 2; ISSN 0021-857X

Publisher:: Wiley-BlackwellCopyright Statement

Country of Publication:: United Kingdom

Language:: English

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Cited by: 14 works

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References (46)

Farmer Attitudes Toward Production of Perennial Energy Grasses in East Central Illinois: Implications for Community-Based Decision Making Cope, Miriam A.; McLafferty, Sara; Rhoads, Bruce L. Annals of the Association of American Geographers, Vol. 101, Issue 4 https://doi.org/10.1080/00045608.2011.575320	journal	July 2011
Spatial Price Discrimination in Agricultural Product Procurement Markets: A Computational Economics Approach Graubner, M.; Balmann, A.; Sexton, R. J. American Journal of Agricultural Economics, Vol. 93, Issue 4 https://doi.org/10.1093/ajae/aar035	journal	July 2011
How Big is Your Neighbourhood? Spatial Implications of Market Participation Among Filipino Smallholders Holloway, Garth; Lapar, Ma. Lucila A. Journal of Agricultural Economics, Vol. 58, Issue 1 https://doi.org/10.1111/j.1477-9552.2007.00077.x	journal	February 2007
What type of landowner would supply marginal land for energy crops? Skevas, Theodoros; Swinton, Scott M.; Hayden, Noel J. Biomass and Bioenergy, Vol. 67 https://doi.org/10.1016/j.biombioe.2014.05.011	journal	August 2014
Mostly Pointless Spatial Econometrics?* Gibbons, Stephen; Overman, Henry G. Journal of Regional Science, Vol. 52, Issue 2 https://doi.org/10.1111/j.1467-9787.2012.00760.x	journal	April 2012
Neighborhood influence and technological change Case, Anne Regional Science and Urban Economics, Vol. 22, Issue 3 https://doi.org/10.1016/0166-0462(92)90041-X	journal	September 1992
Farmers' willingness to contract switchgrass as a cellulosic bioenergy crop in Kansas Fewell, Jason E.; Bergtold, Jason S.; Williams, Jeffery R. Energy Economics, Vol. 55 https://doi.org/10.1016/j.eneco.2016.01.015	journal	March 2016
Spatial dependence in the adoption of organic drystock farming in Ireland Lapple, D.; Kelley, H. European Review of Agricultural Economics, Vol. 42, Issue 2 https://doi.org/10.1093/erae/jbu024	journal	June 2014
Attitudinal and revenue effects on non-industrial private forest owners' willingness-to-harvest timber and woody biomass Cai, Zhen; Narine, Lana Landra; D'Amato, Anthony Forest Policy and Economics, Vol. 63 https://doi.org/10.1016/j.forpol.2015.11.007	journal	February 2016
Land Availability for Biofuel Production Cai, Ximing; Zhang, Xiao; Wang, Dingbao Environmental Science & Technology, Vol. 45, Issue 1 https://doi.org/10.1021/es103338e	journal	January 2011
A Computer Movie Simulating Urban Growth in the Detroit Region Tobler, W. R. Economic Geography, Vol. 46 https://doi.org/10.2307/143141	journal	June 1970
Spatial patterns of organic agriculture adoption: Evidence from Honduras Wollni, Meike; Andersson, Camilla Ecological Economics, Vol. 97 https://doi.org/10.1016/j.ecolecon.2013.11.010	journal	January 2014
Spatial distribution of organic farming in Germany: does neighbourhood matter? Schmidtner, Eva; Lippert, Christian; Engler, Barbara European Review of Agricultural Economics, Vol. 39, Issue 4 https://doi.org/10.1093/erae/jbr047	journal	September 2011
Cooperative versus non-cooperative spatial competition for milk Graubner, M.; Koller, I.; Salhofer, K. European Review of Agricultural Economics, Vol. 38, Issue 1 https://doi.org/10.1093/erae/jbq054	journal	February 2011
Direct Payments, Spatial Competition, and Farm Survival in Norway Storm, Hugo; Mittenzwei, Klaus; Heckelei, Thomas American Journal of Agricultural Economics, Vol. 97, Issue 4 https://doi.org/10.1093/ajae/aau085	journal	September 2014
Understanding the uptake of organic farming: Accounting for heterogeneities among Irish farmers Läpple, Doris; Kelley, Hugh Ecological Economics, Vol. 88 https://doi.org/10.1016/j.ecolecon.2012.12.025	journal	April 2013
Factors affecting nonindustrial private forest landowners' willingness to supply woody biomass for bioenergy Joshi, Omkar; Mehmood, Sayeed R. Biomass and Bioenergy, Vol. 35, Issue 1 https://doi.org/10.1016/j.biombioe.2010.08.016	journal	January 2011
Non-industrial private forest owner's willingness-to-harvest: How higher timber prices influence woody biomass supply Aguilar, Francisco X.; Cai, Zhen; D'Amato, Anthony W. Biomass and Bioenergy, Vol. 71 https://doi.org/10.1016/j.biombioe.2014.10.006	journal	December 2014
Development of organic farming in Norway: A statistical analysis of neighbourhood effects Bjørkhaug, Hilde; Blekesaune, Arild Geoforum, Vol. 45 https://doi.org/10.1016/j.geoforum.2012.11.005	journal	March 2013
Learning by Doing and Learning from Others: Human Capital and Technical Change in Agriculture Foster, Andrew D.; Rosenzweig, Mark R. Journal of Political Economy, Vol. 103, Issue 6 https://doi.org/10.1086/601447	journal	December 1995
Sustainable bioenergy production from marginal lands in the US Midwest Gelfand, Ilya; Sahajpal, Ritvik; Zhang, Xuesong Nature, Vol. 493, Issue 7433 https://doi.org/10.1038/nature11811	journal	January 2013
Analysis of factors affecting willingness to produce switchgrass in the southeastern United States Qualls, D. Joshua; Jensen, Kimberly L.; Clark, Christopher D. Biomass and Bioenergy, Vol. 39 https://doi.org/10.1016/j.biombioe.2012.01.002	journal	April 2012
Land Price Volatility in a Geographically Dispersed Market Benirschka, Martin; Binkley, James K. American Journal of Agricultural Economics, Vol. 76, Issue 2 https://doi.org/10.2307/1243620	journal	May 1994
Farmers’ attitudes about growing energy crops: A choice experiment approach Paulrud, Susanne; Laitila, Thomas Biomass and Bioenergy, Vol. 34, Issue 12 https://doi.org/10.1016/j.biombioe.2010.07.007	journal	December 2010
Coexistence regulations and agriculture production: A case study of five Bt maize producers in Portugal Skevas, Theodoros; Fevereiro, Pedro; Wesseler, Justus Ecological Economics, Vol. 69, Issue 12 https://doi.org/10.1016/j.ecolecon.2010.07.007	journal	October 2010
Investigating the regional-scale pattern of agricultural land abandonment in the Swiss mountains: A spatial statistical modelling approach Gellrich, Mario; Zimmermann, Niklaus E. Landscape and Urban Planning, Vol. 79, Issue 1 https://doi.org/10.1016/j.landurbplan.2006.03.004	journal	January 2007
Spatial Economic Analysis in Data-Rich Environments Bell, Kathleen P.; Dalton, Timothy J. Journal of Agricultural Economics, Vol. 58, Issue 3 https://doi.org/10.1111/j.1477-9552.2007.00123.x	journal	September 2007
Bayesian spatial probit estimation: a primer and an application to HYV rice adoption Holloway, Garth; Shankar, Bhavani; Rahmanb, Sanzidur Agricultural Economics, Vol. 27, Issue 3 https://doi.org/10.1111/j.1574-0862.2002.tb00127.x	journal	November 2002
Capturing household-level spatial influence in agricultural management using random effects regression Swinton, Scott M. Agricultural Economics, Vol. 27, Issue 3 https://doi.org/10.1111/j.1574-0862.2002.tb00126.x	journal	November 2002
The Global Potential of Bioenergy on Abandoned Agriculture Lands Campbell, J. Elliott; Lobell, David B.; Genova, Robert C. Environmental Science & Technology, Vol. 42, Issue 15 https://doi.org/10.1021/es800052w	journal	August 2008
Farmers’ Willingness to Produce Alternative Cellulosic Biofuel Feedstocks Under Contract in Kansas Using Stated Choice Experiments Bergtold, Jason S.; Fewell, Jason; Williams, Jeffery BioEnergy Research, Vol. 7, Issue 3 https://doi.org/10.1007/s12155-014-9425-9	journal	February 2014
Inelastic and Fragmented Farm Supply Response for Second-generation Bioenergy Feedstocks: Ex Ante Survey Evidence from Wisconsin Mooney, D. F.; Barham, B. L.; Lian, C. Applied Economic Perspectives and Policy, Vol. 37, Issue 2 https://doi.org/10.1093/aepp/ppu033	journal	November 2014
Higher US crop prices trigger little area expansion so marginal land for biofuel crops is limited Swinton, Scott M.; Babcock, Bruce A.; James, Laura K. Energy Policy, Vol. 39, Issue 9 https://doi.org/10.1016/j.enpol.2011.05.039	journal	September 2011
Farmer willingness to grow switchgrass for energy production Jensen, K.; Clark, C.; Ellis, P. Biomass and Bioenergy, Vol. 31, Issue 11-12 https://doi.org/10.1016/j.biombioe.2007.04.002	journal	November 2007
Are There Spatial Spillovers in the Adoption of Clean Technology? The Case of Organic Dairy Farming Lewis, D. J.; Barham, B. L.; Robinson, B. Land Economics, Vol. 87, Issue 2 https://doi.org/10.3368/le.87.2.250	journal	February 2011
Producer willingness and ability to supply biomass: Evidence from the U.S. Midwest Altman, Ira; Sanders, Dwight Biomass and Bioenergy, Vol. 36 https://doi.org/10.1016/j.biombioe.2011.10.031	journal	January 2012
Learning about a New Technology: Pineapple in Ghana Conley, Timothy G.; Udry, Christopher R. American Economic Review, Vol. 100, Issue 1 https://doi.org/10.1257/aer.100.1.35	journal	March 2010
How willing are landowners to supply land for bioenergy crops in the Northern Great Lakes Region? Swinton, Scott M.; Tanner, Sophia; Barham, Bradford L. GCB Bioenergy, Vol. 9, Issue 2 https://doi.org/10.1111/gcbb.12336	journal	April 2016
The geography of market failure: Edge-effect externalities and the location and production patterns of organic farming Parker, Dawn C.; Munroe, Darla K. Ecological Economics, Vol. 60, Issue 4 https://doi.org/10.1016/j.ecolecon.2006.02.002	journal	February 2007
Identification of Endogenous Social Effects: The Reflection Problem Manski, Charles F. The Review of Economic Studies, Vol. 60, Issue 3 https://doi.org/10.2307/2298123	journal	July 1993
Cellulosic Biofuels Carroll, Andrew; Somerville, Chris Annual Review of Plant Biology, Vol. 60, Issue 1 https://doi.org/10.1146/annurev.arplant.043008.092125	journal	June 2009
Corn stover as a biofuel feedstock in Iowa’s bio-economy: An Iowa farmer survey Tyndall, John C.; Berg, Emily J.; Colletti, Joe P. Biomass and Bioenergy, Vol. 35, Issue 4 https://doi.org/10.1016/j.biombioe.2010.08.049	journal	April 2011
Willingness to supply biomass for bioenergy production: A random parameter truncated analysis Altman, Ira; Bergtold, Jason; Sanders, Dwight Energy Economics, Vol. 47 https://doi.org/10.1016/j.eneco.2014.10.016	journal	January 2015
Statistical analysis of network data—an application to diffusion of innovation Nyblom, Jukka; Borgatti, Steve; Roslakka, Juha Social Networks, Vol. 25, Issue 2 https://doi.org/10.1016/S0378-8733(02)00050-3	journal	May 2003
Landowner willingness to supply marginal land for bioenergy production Skevas, Theodoros; Hayden, Noel J.; Swinton, Scott M. Land Use Policy, Vol. 50 https://doi.org/10.1016/j.landusepol.2015.09.027	journal	January 2016
Producer perceptions and information needs regarding their adoption of bioenergy crops Villamil, María B.; Alexander, Myles; Silvis, Anne Heinze Renewable and Sustainable Energy Reviews, Vol. 16, Issue 6 https://doi.org/10.1016/j.rser.2012.03.033	journal	August 2012

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