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Putting the Spotlight on Attribute Definition: a knowledge base approach

Listed author(s):
  • Cleland, Jonelle
  • Rogers, Abbie A.

Attributes definition is a crucial, yet neglected topic of critical inquiry in the choice modelling literature. In a policy context, attributes should reflect public interests. However, guidance on how to go about achieving this criterion is lacking. To address this concern, we offer a novel approach to attribute definition – the knowledge base approach. A knowledge base is the particular ‘lens’ through which a shared understanding of a topic is gained (i.e. different groups of people view the world in different ways). Knowledge bases have been used in evidence-based policy to account for different sources of information and perspectives in complex policy settings, with the intention of improving policy and program development. The knowledge base approach was applied to the design of a choice experiment, specifically looking at conservation priorities for the waterways and wetlands in the Kimberley region of Western Australia. We conclude that the approach is both comprehensive and expedient, and could improve the selection of attributes for choice experiments that value policy or program change.

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Paper provided by Australian National University, Environmental Economics Research Hub in its series Research Reports with number 107578.

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Date of creation: Dec 2010
Handle: RePEc:ags:eerhrr:107578
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  1. R.K. Blamey & J.W. Bennett & J.J. Louviere & M.D. Morrison & J.C. Rolfe, 2002. "Attribute Causality in Environmental Choice Modelling," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 23(2), pages 167-186, October.
  2. Louviere,Jordan J. & Hensher,David A. & Swait,Joffre D., 2000. "Stated Choice Methods," Cambridge Books, Cambridge University Press, number 9780521788304, December.
  3. McCartney, Abbie & Cleland, Jonelle & Burton, Michael P., 2010. "The Value of Tropical Waterways and Wetlands: does an increase in knowledge change community preferences," Research Reports 95065, Australian National University, Environmental Economics Research Hub.
  4. McCartney, Abbie, 2009. "The Policy Relevance of Choice Modelling: An Application to the Ningaloo and Proposed Capes Marine Parks," 2009 Conference (53rd), February 11-13, 2009, Cairns, Australia 48033, Australian Agricultural and Resource Economics Society.
  5. Jonelle Cleland & Abbie McCartney, 2010. "Putting the Spotlight on Attribute Definition: Divergence Between Experts and the Public," Environmental Economics Research Hub Research Reports 1077, Environmental Economics Research Hub, Crawford School of Public Policy, The Australian National University.
  6. Fiona Gibson & Michael Burton, 2009. "Choice Experiments: identifying preferences or production functions?," Environmental Economics Research Hub Research Reports 0940, Environmental Economics Research Hub, Crawford School of Public Policy, The Australian National University.
  7. Rogers, Abbie A. & Cleland, Jonelle, 2010. "Comparing Scientist and Public Preferences for Conserving Environmental Systems: A Case of the Kimberley’s Tropical Waterways and Wetlands," Research Reports 107579, Australian National University, Environmental Economics Research Hub.
  8. Blamey, Russell K. & Rolfe, John & Bennett, Jeffrey W. & Morrison, Mark, 2000. "Valuing remnant vegetation in Central Queensland using choice modelling," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 44(3), September.
  9. Abbie McCartney & Jonelle Cleland, 2010. "Choice Experiment Framing and Incentive Compatibility: observations from public focus groups," Environmental Economics Research Hub Research Reports 1076, Environmental Economics Research Hub, Crawford School of Public Policy, The Australian National University.
  10. DeShazo, J. R. & Fermo, German, 2002. "Designing Choice Sets for Stated Preference Methods: The Effects of Complexity on Choice Consistency," Journal of Environmental Economics and Management, Elsevier, vol. 44(1), pages 123-143, July.
  11. Rolfe, John & Wang, Xuehong, 2008. "Exploring Scope and Scale Issues in Choice Modelling Design," Research Reports 94806, Australian National University, Environmental Economics Research Hub.
  12. Boyd, James & Krupnick, Alan, 2009. "The Definition and Choice of Environmental Commodities for Nonmarket Valuation," Discussion Papers dp-09-35, Resources For the Future.
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