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Discrete choice experiment estimates on the value of soil health attributes in Central Texas

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  • Black, Michael A.
  • Ahmadiani, Mona
  • Bagnall, Dianna K.
  • Morgan, Cristine L.S.
  • Ogieriakhi, Macson
  • Woodward, Richard T.

Abstract

When farmers adopt conservation tillage, they are making a management change that is expected to improve manageable characteristics of soil health. The current literature on the value of soil health, however, primarily focuses on the value of inherent soil characteristics. In this paper we close the gap in the literature by estimating the value of improvements in soil health. Using a sample of farmers in Texas' Brazos River Watershed and a stated-preference discrete-choice experiment, we elicit preferences for improvements in water infiltration, surface compaction, and organic matter content, characteristics that can be realistically improved by adopting a conservation tillage. For soil improvements roughly equivalent to what could be achieved by adopting no-till, we find that, on average, farmers are willing to pay $50–100 per acre per year to improve water infiltration, $20–50 to reduce surface compaction, and $2–11 per acre to improve organic matter content. We examine preference heterogeneity using sub-samples of the population, latent class specifications, and mixed-logit models, and find substantial variation in willingness to pay across farmers. Our findings offer insights into the value farmers place on soil health, but also that there is a great deal of variation in those values, which may help explain why soil conservations practices are not widely used in our study region.

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  • Black, Michael A. & Ahmadiani, Mona & Bagnall, Dianna K. & Morgan, Cristine L.S. & Ogieriakhi, Macson & Woodward, Richard T., 2025. "Discrete choice experiment estimates on the value of soil health attributes in Central Texas," Ecological Economics, Elsevier, vol. 235(C).
  • Handle: RePEc:eee:ecolec:v:235:y:2025:i:c:s0921800925001168
    DOI: 10.1016/j.ecolecon.2025.108633
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    1. Shan Ma & Scott M. Swinton, 2012. "Hedonic Valuation of Farmland Using Sale Prices versus Appraised Values," Land Economics, University of Wisconsin Press, vol. 88(1), pages 1-15.
    2. James Murphy & P. Allen & Thomas Stevens & Darryl Weatherhead, 2005. "A Meta-analysis of Hypothetical Bias in Stated Preference Valuation," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 30(3), pages 313-325, March.
    3. Claudia Bazzani & Marco A. Palma & Rodolfo M. Nayga, 2018. "On the use of flexible mixing distributions in WTP space: an induced value choice experiment," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 62(2), pages 185-198, April.
    4. Aizaki, Hideo, 2012. "Basic Functions for Supporting an Implementation of Choice Experiments in R," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 50(c02).
    5. Barrett, Scott, 1991. "Optimal soil conservation and the reform of agricultural pricing policies," Journal of Development Economics, Elsevier, vol. 36(2), pages 167-187, October.
    6. Richard Carson & Jordan Louviere, 2011. "A Common Nomenclature for Stated Preference Elicitation Approaches," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 49(4), pages 539-559, August.
    7. Glenk, Klaus & Meyerhoff, Jürgen & Colombo, Sergio & Faccioli, Michela, 2024. "Enhancing the face validity of choice experiments: A simple diagnostic check," Ecological Economics, Elsevier, vol. 221(C).
    8. Mendelsohn, Robert & Nordhaus, William D & Shaw, Daigee, 1994. "The Impact of Global Warming on Agriculture: A Ricardian Analysis," American Economic Review, American Economic Association, vol. 84(4), pages 753-771, September.
    9. Dominati, E. & Mackay, A. & Green, S. & Patterson, M., 2014. "A soil change-based methodology for the quantification and valuation of ecosystem services from agro-ecosystems: A case study of pastoral agriculture in New Zealand," Ecological Economics, Elsevier, vol. 100(C), pages 119-129.
    10. Boyd, James & Ringold, Paul & Krupnick, Alan & Johnston, Robert J. & Weber, Matthew A. & Hall, Kim, 2016. "Ecosystem Services Indicators: Improving the Linkage between Biophysical and Economic Analyses," International Review of Environmental and Resource Economics, now publishers, vol. 8(3-4), pages 359-443, June.
    11. Daniel McFadden & Kenneth Train, 2000. "Mixed MNL models for discrete response," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 15(5), pages 447-470.
    12. Linzer, Drew A. & Lewis, Jeffrey B., 2011. "poLCA: An R Package for Polytomous Variable Latent Class Analysis," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 42(i10).
    13. Wiktor Adamowicz & Peter Boxall & Michael Williams & Jordan Louviere, 1998. "Stated Preference Approaches for Measuring Passive Use Values: Choice Experiments and Contingent Valuation," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 80(1), pages 64-75.
    14. Seitz, Wesley D. & Swanson, Earl R., 1980. "Economics Of Soil Conservation From The Farmer'S Perspective," 1980 Annual Meeting, July 27-30, Urbana-Champaign, Illinois 278471, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    15. Hensher, David A, 1986. "Sequential and Full Information Maximum Likelihood Estimation of a Nested Logit Model," The Review of Economics and Statistics, MIT Press, vol. 68(4), pages 657-667, November.
    16. Samarasinghe, Oshadhi & Greenhalgh, Suzie, 2010. "The Value of Inherent Soil Characteristics: A Hedonic Analysis," 2009 Conference, August 27-28, 2009, Nelson, New Zealand 97158, New Zealand Agricultural and Resource Economics Society.
    17. Stephane Hess & John Rose, 2009. "Should Reference Alternatives in Pivot Design SC Surveys be Treated Differently?," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 42(3), pages 297-317, March.
    18. Bliemer, Michiel C.J. & Rose, John M., 2013. "Confidence intervals of willingness-to-pay for random coefficient logit models," Transportation Research Part B: Methodological, Elsevier, vol. 58(C), pages 199-214.
    19. David A. King & J. A. Sinden, 1988. "Influence of Soil Conservation on Farm Land Values," Land Economics, University of Wisconsin Press, vol. 64(3), pages 242-255.
    20. Kenneth E. McConnell, 1983. "An Economic Model of Soil Conservation," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 65(1), pages 83-89.
    21. Riccardo Scarpa & Cristiano Franceschinis & Mara Thiene, 2021. "Logit Mixed Logit Under Asymmetry and Multimodality of WTP: A Monte Carlo Evaluation," American Journal of Agricultural Economics, John Wiley & Sons, vol. 103(2), pages 643-662, March.
    22. Edward B. Barbier, 1990. "The Farm-Level Economics of Soil Conservation: The Uplands of Java," Land Economics, University of Wisconsin Press, vol. 66(2), pages 199-211.
    23. Nick Hanley & Douglas MacMillan & Robert E. Wright & Craig Bullock & Ian Simpson & Dave Parsisson & Bob Crabtree, 1998. "Contingent Valuation Versus Choice Experiments: Estimating the Benefits of Environmentally Sensitive Areas in Scotland," Journal of Agricultural Economics, Wiley Blackwell, vol. 49(1), pages 1-15, March.
    24. Train, Kenneth & Wilson, Wesley W., 2008. "Estimation on stated-preference experiments constructed from revealed-preference choices," Transportation Research Part B: Methodological, Elsevier, vol. 42(3), pages 191-203, March.
    25. Oscar R. Burt, 1981. "Farm Level Economics of Soil Conservation in the Palouse Area of the Northwest," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 63(1), pages 83-92.
    26. Wesley D. Seitz & Earl R. Swanson, 1980. "Economics of Soil Conservation from the Farmer's Perspective," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 62(5), pages 1084-1088.
    27. Chinedu, Obi & Sanou, Edouard & Tur-Cardona, Juan & Bartolini, Fabio & Gheysen, Godelieve & Speelman, Stijn, 2018. "Farmers’ valuation of transgenic biofortified sorghum for nutritional improvement in Burkina Faso: A latent class approach," Food Policy, Elsevier, vol. 79(C), pages 132-140.
    28. Robert Mendelsohn & Ariel Dinar, 2003. "Climate, Water, and Agriculture," Land Economics, University of Wisconsin Press, vol. 79(3), pages 328-341.
    29. Raymond B. Palmquist & Leon E. Danielson, 1989. "A Hedonic Study of the Effects of Erosion Control and Drainage on Farmland Values," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 71(1), pages 55-62.
    30. Hensher,David A. & Rose,John M. & Greene,William H., 2015. "Applied Choice Analysis," Cambridge Books, Cambridge University Press, number 9781107465923, January.
    31. Stevens, Andrew W., 2018. "Review: The economics of soil health," Food Policy, Elsevier, vol. 80(C), pages 1-9.
    32. S. V. Ciriacy-Wantrup, 1947. "Capital Returns from Soil-Conservation Practices," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 29(4_Part_II), pages 1181-1196.
    33. Robert J. Johnston & Kevin J. Boyle & Wiktor (Vic) Adamowicz & Jeff Bennett & Roy Brouwer & Trudy Ann Cameron & W. Michael Hanemann & Nick Hanley & Mandy Ryan & Riccardo Scarpa & Roger Tourangeau & Ch, 2017. "Contemporary Guidance for Stated Preference Studies," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 4(2), pages 319-405.
    34. John List & Craig Gallet, 2001. "What Experimental Protocol Influence Disparities Between Actual and Hypothetical Stated Values?," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 20(3), pages 241-254, November.
    35. Train, Kenneth, 2016. "Mixed logit with a flexible mixing distribution," Journal of choice modelling, Elsevier, vol. 19(C), pages 40-53.
    36. Seitz, Wesley D. & Swanson, Earl R., 1980. "Economics of Soil Conservation From the Farmer's Perspective," Illinois Agricultural Economics Staff Paper 243899, University of Illinois at Urbana-Champaign, Department of Agricultural and Consumer Economics.
    37. Natural Resources Conservation Service, 2022. "Land Resource Regions and Major Land Resource Areas of the United States, the Caribbean, and the Pacific Basin," USDA Miscellaneous 334673, United States Department of Agriculture.
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