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Heterogeneity of preferences for the benefits of Environmental Stewardship: A latent-class approach

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  • Garrod, Guy
  • Ruto, Eric
  • Willis, Ken
  • Powe, Neil

Abstract

Since 2005, Environmental Stewardship (ES) has been the principal agri-environment scheme for England and is the key instrument for the delivery of increased environmental benefits from agricultural landscapes. The main objective of this study is to investigate whether or not individuals' preferences for the environmental benefits associated with ES vary depending on types of landscapes within which these benefits are delivered. A latent class model is applied to data obtained from a choice experiment survey of over 1000 respondents sampled across England. The results suggest that individuals have heterogenous preferences for the benefits of ES, though different segments of the population with more homogenous preferences can be identified. In particular, higher levels of benefit are often associated with the operation of ES in landscapes close to where respondents live. This leads to the suggestion that, in order to maximise the benefits of ES, its implementation could take this result into account by encouraging greater uptake from farmers whose land is closer to large populations.

Suggested Citation

  • Garrod, Guy & Ruto, Eric & Willis, Ken & Powe, Neil, 2012. "Heterogeneity of preferences for the benefits of Environmental Stewardship: A latent-class approach," Ecological Economics, Elsevier, vol. 76(C), pages 104-111.
  • Handle: RePEc:eee:ecolec:v:76:y:2012:i:c:p:104-111
    DOI: 10.1016/j.ecolecon.2012.02.011
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    1. 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.
    2. Pruckner, Gerald J, 1995. "Agricultural Landscape Cultivation in Austria: An Application of the CVM," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 22(2), pages 173-190.
    3. Greene, William H. & Hensher, David A., 2003. "A latent class model for discrete choice analysis: contrasts with mixed logit," Transportation Research Part B: Methodological, Elsevier, vol. 37(8), pages 681-698, September.
    4. Campbell, Danny, 2007. "Combining mixed logit models and random effects models to identify the determinants of willingness to pay for rural landscape improvements," 81st Annual Conference, April 2-4, 2007, Reading University, UK 7975, Agricultural Economics Society.
    5. Danny Campbell, 2007. "Willingness to Pay for Rural Landscape Improvements: Combining Mixed Logit and Random‐Effects Models," Journal of Agricultural Economics, Wiley Blackwell, vol. 58(3), pages 467-483, September.
    6. Emmanuelle Quillérou & Rob Fraser & Iain Fraser, 2011. "Farmer Compensation and its Consequences for Environmental Benefit Provision in the Higher Level Stewardship Scheme," Journal of Agricultural Economics, Wiley Blackwell, vol. 62(2), pages 330-339, June.
    7. 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.
    8. 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.
    9. Hausman, Jerry & McFadden, Daniel, 1984. "Specification Tests for the Multinomial Logit Model," Econometrica, Econometric Society, vol. 52(5), pages 1219-1240, September.
    10. Sayadi, Samir & Gonzalez Roa, M. Carmen & Calatrava Requena, Javier, 2005. "Ranking versus scale rating in conjoint analysis: Evaluating landscapes in mountainous regions in southeastern Spain," Ecological Economics, Elsevier, vol. 55(4), pages 539-550, December.
    11. Roy Brouwer & Julia Martin-Ortega & RJulio Berbel, 2010. "Spatial Preference Heterogeneity: A Choice Experiment," Land Economics, University of Wisconsin Press, vol. 86(3).
    12. Nick Hanley & Sergio Colombo & Pamela Mason & Helen Johns, 2007. "The Reform of Support Mechanisms for Upland Farming: Paying for Public Goods in the Severely Disadvantaged Areas of England," Journal of Agricultural Economics, Wiley Blackwell, vol. 58(3), pages 433-453, September.
    13. Eric Ruto & Guy Garrod & Riccardo Scarpa, 2008. "Valuing animal genetic resources: a choice modeling application to indigenous cattle in Kenya," Agricultural Economics, International Association of Agricultural Economists, vol. 38(1), pages 89-98, January.
    14. Ian Bateman & Georgina Mace & Carlo Fezzi & Giles Atkinson & Kerry Turner, 2011. "Economic Analysis for Ecosystem Service Assessments," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 48(2), pages 177-218, February.
    15. 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.
    16. Stephen Hynes & Danny Campbell & Peter Howley, 2011. "A Holistic vs. an Attribute‐based Approach to Agri‐Environmental Policy Valuation: Do Welfare Estimates Differ?," Journal of Agricultural Economics, Wiley Blackwell, vol. 62(2), pages 305-329, June.
    17. Riccardo Scarpa & Mara Thiene, 2005. "Destination Choice Models for Rock Climbing in the Northeastern Alps: A Latent-Class Approach Based on Intensity of Preferences," Land Economics, University of Wisconsin Press, vol. 81(3).
    18. Morey, Edward & Thiene, Mara & De Salvo, Maria & Signorello, Giovanni, 2008. "Using attitudinal data to identify latent classes that vary in their preference for landscape preservation," Ecological Economics, Elsevier, vol. 68(1-2), pages 536-546, December.
    19. 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.
    20. Jung Jin Park & Anna Jorgensen & Carys Swanwick & Paul Selman, 2008. "Perceived landscape impacts of mobile telecommunications development in the Peak District National Park, England," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 51(5), pages 679-699.
    21. Guy D. Garrod & Riccardo Scarpa & Kenneth G. Willis, 2002. "Estimating the Benefits of Traffic Calming on Through Routes: A Choice Experiment Approach," Journal of Transport Economics and Policy, University of Bath, vol. 36(2), pages 211-231, May.
    22. Birol, Ekin & Karousakis, Katia & Koundouri, Phoebe, 2006. "Using a choice experiment to account for preference heterogeneity in wetland attributes: The case of Cheimaditida wetland in Greece," Ecological Economics, Elsevier, vol. 60(1), pages 145-156, November.
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