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The Design of Policy Instruments towards Sustainable Livestock Production in China: An Application of the Choice Experiment Method

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  • Dan Pan

    (Institute of Poyang Lake Eco-Economics, Jiangxi University of Finance and Economics, Nanchang 330013, China)

Abstract

In face of gradual ecological deterioration, the Chinese government has been in search of more efficient and effective mitigation policies, aiming to promote the sustainability of livestock production. However, researchers and policy makers seem to neglect a key issue: pinpoint policies are the most important, which means niche targeting is the premise before any policy design, such that better knowing of the livestock farmers preference is prerequisite. This paper then analyzes this question using a method of choice experiment to elicit the farmers’ preference and valuation of livestock pollution control policy instruments at household-scale, medium-scale and large-scale farms. Five attributes (technology regulation, pollution charge, biogas subsidy, manure price, and information provisioning) were set as livestock pollution control policy instruments. In total, 754 pigs farmers from five representative provinces in China were surveyed, and the collected data were analyzed using random parameter logit models. The marginal substitution rates for attributes are estimated both with preference space approach and willingness to pay space approach. The results show significant heterogeneities in farmers’ preferences and valuations for livestock pollution control policy instruments within the three scales. All policy instruments effectively increased the manure eco-friendly treatment ratio for medium-scale farms, and household-scale farms showed little change in the manure eco-friendly treatment ratio under all policy instruments. Household-scale farms and medium-scale farms suggested the highest preference for the biogas subsidy policy, while large-scale farms suggested the highest preference for the manure price policy.

Suggested Citation

  • Dan Pan, 2016. "The Design of Policy Instruments towards Sustainable Livestock Production in China: An Application of the Choice Experiment Method," Sustainability, MDPI, vol. 8(7), pages 1-18, July.
  • Handle: RePEc:gam:jsusta:v:8:y:2016:i:7:p:611-:d:73339
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    1. Maria Espinosa‐Goded & Jesús Barreiro‐Hurlé & Eric Ruto, 2010. "What Do Farmers Want From Agri‐Environmental Scheme Design? A Choice Experiment Approach," Journal of Agricultural Economics, Wiley Blackwell, vol. 61(2), pages 259-273, June.
    2. Hausman, Jerry & McFadden, Daniel, 1984. "Specification Tests for the Multinomial Logit Model," Econometrica, Econometric Society, vol. 52(5), pages 1219-1240, September.
    3. Arne Hole & Julie Kolstad, 2012. "Mixed logit estimation of willingness to pay distributions: a comparison of models in preference and WTP space using data from a health-related choice experiment," Empirical Economics, Springer, vol. 42(2), pages 445-469, April.
    4. Garrett Sonnier & Andrew Ainslie & Thomas Otter, 2007. "Heterogeneity distributions of willingness-to-pay in choice models," Quantitative Marketing and Economics (QME), Springer, vol. 5(3), pages 313-331, September.
    5. 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.
    6. Ali Chalak & Mohamad Abiad & Kelvin Balcombe, 2016. "Joint use of attribute importance rankings and non-attendance data in choice experiments," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 43(5), pages 737-760.
    7. Train,Kenneth E., 2009. "Discrete Choice Methods with Simulation," Cambridge Books, Cambridge University Press, number 9780521766555.
    8. Kelvin J. Lancaster, 1966. "A New Approach to Consumer Theory," Journal of Political Economy, University of Chicago Press, vol. 74(2), pages 132-132.
    9. Sun, Dingqiang & Bai, Junfei & Qiu, Huanguang & Cai, Yaqing, 2014. "Impact of government subsidies on household biogas use in rural China," Energy Policy, Elsevier, vol. 73(C), pages 748-756.
    10. Riccardo Scarpa & Mara Thiene & Kenneth Train, 2008. "Utility in Willingness to Pay Space: A Tool to Address Confounding Random Scale Effects in Destination Choice to the Alps," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 90(4), pages 994-1010.
    11. Riccardo Scarpa & Timothy J. Gilbride & Danny Campbell & David A. Hensher, 2009. "Modelling attribute non-attendance in choice experiments for rural landscape valuation," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 36(2), pages 151-174, June.
    12. Fredrik Carlsson & Mitesh Kataria & Elina Lampi, 2010. "Dealing with Ignored Attributes in Choice Experiments on Valuation of Sweden’s Environmental Quality Objectives," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 47(1), pages 65-89, September.
    13. 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.
    14. Qu, Wei & Tu, Qin & Bluemling, Bettina, 2013. "Which factors are effective for farmers’ biogas use?–Evidence from a large-scale survey in China," Energy Policy, Elsevier, vol. 63(C), pages 26-33.
    15. David Hensher & John Rose & William Greene, 2012. "Inferring attribute non-attendance from stated choice data: implications for willingness to pay estimates and a warning for stated choice experiment design," Transportation, Springer, vol. 39(2), pages 235-245, March.
    16. 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.
    17. Widmar, Nicole J. Olynk & Ortega, David L., 2014. "Comparing Consumer Preferences for Livestock Production Process Attributes Across Products, Species, and Modeling Methods," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 46(3), pages 375-391, August.
    18. Scarpa, R. & Thiene, M. & Train, K., 2008. "Appendix to Utility in WTP space: a tool to address confounding random scale effects in destination choice to the Alps," American Journal of Agricultural Economics APPENDICES, Agricultural and Applied Economics Association, vol. 90(4), pages 1-9, January.
    19. Norbert Schulz & Gunnar Breustedt & Uwe Latacz-Lohmann, 2014. "Assessing Farmers' Willingness to Accept “Greening”: Insights from a Discrete Choice Experiment in Germany," Journal of Agricultural Economics, Wiley Blackwell, vol. 65(1), pages 26-48, January.
    20. Hess, Stephane & Hensher, David A., 2010. "Using conditioning on observed choices to retrieve individual-specific attribute processing strategies," Transportation Research Part B: Methodological, Elsevier, vol. 44(6), pages 781-790, July.
    21. Peter Boxall & Wiktor Adamowicz, 2002. "Understanding Heterogeneous Preferences in Random Utility Models: A Latent Class Approach," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 23(4), pages 421-446, December.
    22. Zheng, Chaohui & Liu, Yi & Bluemling, Bettina & Chen, Jining & Mol, Arthur P.J., 2013. "Modeling the environmental behavior and performance of livestock farmers in China: An ABM approach," Agricultural Systems, Elsevier, vol. 122(C), pages 60-72.
    23. Eric Ruto & Guy Garrod, 2009. "Investigating farmers' preferences for the design of agri-environment schemes: a choice experiment approach," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 52(5), pages 631-647.
    24. Yuanyuan Gu & Arne Risa Hole & Stephanie Knox, 2013. "Fitting the generalized multinomial logit model in Stata," Stata Journal, StataCorp LP, vol. 13(2), pages 382-397, June.
    25. Mara Thiene & Riccardo Scarpa, 2009. "Deriving and Testing Efficient Estimates of WTP Distributions in Destination Choice Models," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 44(3), pages 379-395, November.
    26. David Hensher & John Rose & William Greene, 2005. "The implications on willingness to pay of respondents ignoring specific attributes," Transportation, Springer, vol. 32(3), pages 203-222, May.
    27. David Jakinda Otieno & Eric Ruto & Lionel Hubbard, 2011. "Cattle Farmers’ Preferences for Disease‐Free Zones in Kenya: An application of the Choice Experiment Method," Journal of Agricultural Economics, Wiley Blackwell, vol. 62(1), pages 207-224, February.
    28. David A. Hensher, 2006. "How do respondents process stated choice experiments? Attribute consideration under varying information load," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 21(6), pages 861-878.
    29. Allenby, Greg M. & Rossi, Peter E., 1998. "Marketing models of consumer heterogeneity," Journal of Econometrics, Elsevier, vol. 89(1-2), pages 57-78, November.
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    Cited by:

    1. Xiaojuan Luo & Shuyi Feng & Hongbin Liu & Bo Zhao, 2019. "Large-Scale Grain Producers’ Application of Land Conservation Technologies in China: Correlation Effects and Determinants," Sustainability, MDPI, vol. 11(2), pages 1-17, January.
    2. Gang Cui & Zhicheng Liu, 2022. "The Impact of Environmental Regulations and Social Norms on Farmers’ Chemical Fertilizer Reduction Behaviors: An Investigation of Citrus Farmers in Southern China," Sustainability, MDPI, vol. 14(13), pages 1-19, July.
    3. Jingyuan Cai & Liguo Zhang & Jing Tang & Dan Pan, 2019. "Adoption of Multiple Sustainable Manure Treatment Technologies by Pig Farmers in Rural China: A Case Study of Poyang Lake Region," Sustainability, MDPI, vol. 11(22), pages 1-18, November.

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