Skip to main content
Log in

Using Labels to Investigate Scope Effects in Stated Preference Methods

  • Published:
Environmental and Resource Economics Aims and scope Submit manuscript

Abstract

Insufficient sensitivity to scope (variations in the scale of the environmental good on offer) remains a major criticism of stated preference methods, and many studies fail a scope test of some sort. Across a range of existing explanations for insensitivity to scope (commodity mis-specification, embedding, warm glows) there seems to exist no clear conclusion on how to deal with the problem. This paper provides an alternative explanation for insufficient sensitivity to scope, based on re-definition of the determinants of value for environmental goods within an attributes-based choice model. In the proposed framework respondents’ Willingness To Pay need depend not only on physical characteristics of a good, but may also depend on the ‘label’ under which the environmental good is ‘sold’ in the hypothetical market. To investigate this problem, a Choice Experiment study of biodiversity was conducted. We find that controlling for the effects of a label—in this case, national park designation—leads to significant increase in the scope sensitivity of welfare measures.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  • Adamowicz WL, Boxall PC, Louviere JJ, Swait JD (1999) Stated preference methods for valuing environmental amenities. In: Bateman IJ, Willis KG (eds) Valuing environmental preferences: theory and practice of the contingent valuation method in the USA, EC, and developing countries. Oxford University Press, New York

    Google Scholar 

  • Andreoni J (1989) Giving with impure altruism: applications to charity and Ricardian equivalence. J Political Econ 97(6): 1447–1458

    Article  Google Scholar 

  • Arrow K, Leamer EE (1997) Comment no. 87, submitted to NOAA in response to advanced notice of proposed rulemaking (59 FR 1062, January 7, 1994)

  • Bartczak A, Lindhjem H, Navrud S, Zandersen M, Żylicz T (2008) Valuing forest recreation on the national level in a transition economy: the case of Poland. For Policy Econ 10(7–8): 467–472

    Google Scholar 

  • Becker G (1974) A theory of social interactions. J Political Econ 82: 1095–1117

    Article  Google Scholar 

  • Bhat CR (1997) Covariance heterogeneity in nested logit models: econometric structure and application to intercity travel. Transp Res Part B Methodol 31(1):11–21

    Article  Google Scholar 

  • Birol E, Karousakisb K, Koundouric P (2006) Using a choice experiment to account for preference heterogeneity in Wetland attributes: the case of cheimaditida Wetland in Greece. Ecol Econ 60: 145–156

    Article  Google Scholar 

  • Blamey RK, Bennett JW, Louviere JJ, Morrison MD, Rolfe J (2000) A test of policy labels in environmental choice modelling studies. Ecol Econ 32(2): 269–286

    Article  Google Scholar 

  • Brouwer R, Langford IH, Bateman IJ, Turner RK (1999) A meta-analysis of Wetland contingent valuation studies. Reg Environ Change 1: 47–57

    Article  Google Scholar 

  • Carson RT (1997) Contingent valuation and tests of insensitivity to scope. In: Kopp R, Pommerhene W, Schwartz N (eds) Determining the value of non-marketed goods: economic, psychological, and policy relevant aspects of contingent valuation methods. Kluwer, Amsterdam

    Google Scholar 

  • Carson RT, Mitchell RC (1995) Sequencing and nesting in contingent valuation surveys. J Environ Econ Manag 28: 155–173

    Article  Google Scholar 

  • Carson RT, Hanemann WM (2005) Contingent valuation. In: Mäler KG, Vincent JR(eds) Handbook of environmental economics. Elsevier, Amsterdam

    Google Scholar 

  • Chilton SM, Hutchinson WG (1999) Some further implications of incorporating the warm glow of giving into welfare measures: a comment on the use of donation mechanisms by Champ et al. J Environ Econ Manag 37(2): 202–209

    Article  Google Scholar 

  • Cooper P, Poe GL, Bateman IJ (2004) The structure of motivation for contingent values: a case study of lake water quality improvement. Ecol Econ 50(1–2): 69–82

    Article  Google Scholar 

  • Diamond PA, Hausman JA (1994) Contingent valuation: is some number better than no number. J Econ Perspect 8(4): 45–64

    Google Scholar 

  • Goldberg I, Roosen J (2007) Scope insensitivity in health risk reduction studies: A comparison of choice experiments and the contingent valuation method for valuing safer food. J Risk Uncertain 34(2): 123–144

    Article  Google Scholar 

  • Gunn AS (1980) Why should we care about rare species. Environ Ethics 2: 17–37

    Google Scholar 

  • Hanemann MW (1982) Applied welfare analysis with qualitative response models. University of California, Berkeley

    Google Scholar 

  • Hanley N, Wright R, Adamowicz V (1998) Using choice experiments to value the environment. Environ Resour Econ 11(3): 413–428

    Article  Google Scholar 

  • Hanley N, MacMillan D, Patterson I, Wright RE (2003) Economics and the design of nature conservation policy: a case study of wild goose conservation in Scotland using choice experiments. Anim Conserv 6(02): 123–129

    Article  Google Scholar 

  • Heberlein TA, Wilson MA, Bishop RC, Schaeffer NC (2005) Rethinking the scope test as a criterion for validity in contingent valuation. J Environ Econ Manag 50(1): 1–22

    Article  Google Scholar 

  • Hensher DA, Greene WH (2002) Specification and estimation of the nested logit model: alternative normalisations. Transp Res Part B Methodol 36(1): 1–17

    Article  Google Scholar 

  • Horne P, Boxall PC, Adamowicz WL (2005) Multiple-use management of forest recreation sites: a spatially explicit choice experiment. For Ecol Manag 207(1–2): 189–199

    Article  Google Scholar 

  • Jacobsen JB, Thorsen BJ (2008) Where to put a national park and what to put in it? An a priori study of the willingness-to-pay for coming national parks. University of Copenhagen, Copenhagen

    Google Scholar 

  • Jacobsen JB, Boiesen JH, Thorsen BJ, Strange N (2008) What’s in a name? The use of quantitative measures versus ‘Iconised’ species when valuing biodiversity. Environ Resour Econ 39(3): 247–263

    Article  Google Scholar 

  • Johansson-Stenman O (1998) The importance of ethics in environmental economics with a focus on existence values. Environ Resour Econ 11(3–4): 429–442

    Article  Google Scholar 

  • Kahneman D, Knetsch JL (1992) Valuing public goods: the purchase of moral satisfaction. J Environ Econ Manag 22: 57–70

    Article  Google Scholar 

  • Kahneman D, Tversky A (2000) Choices, values, and frames. Cambridge University Press, Cambridge, UK

    Google Scholar 

  • Krinsky I, Robb AL (1986) On approximating the statistical properties of elasticities. Rev Econ Stat 68(4): 715–719

    Article  Google Scholar 

  • Lancaster K (1966) A new approach to consumer theory. J Political Econ 84: 132–157

    Google Scholar 

  • Lehtonen E, Kuuluvainen J, Pouta E, Rekola M, Li C-Z (2003) Non-market benefits of forest conservation in southern Finland. Environ Sci Policy 6(3): 195–204

    Article  Google Scholar 

  • Louviere JJ, Hensher DA, Swait JD (2006) Stated choice methods: analysis and applications. Cambridge University Press, Cambridge

    Google Scholar 

  • McClure SM, Li J, Tomlin D, Cypert KS, Montague LM, Montague PR (2004) Neural correlates of behavioral preference for culturally familiar drinks. Neuron 44: 379–387

    Article  Google Scholar 

  • McFadden D (1974) Conditional logit analysis of qualititative choice behaviour. In: Zarembka P(eds) Frontiers in econometrics. Academic Press, New York

    Google Scholar 

  • Nielsen AB, Olsen SB, Lundhede T (2007) An Economic Valuation of the Recreational Benefits Associated with Nature-Based Forest Management Practices. Landsc Urban Plan 80: 63–71

    Article  Google Scholar 

  • Olson M (1965) The logic of collective action. Harvard University Press, Harvard

    Google Scholar 

  • Park T, Loomis JB, Creel M (1991) Confidence intervals for evaluating benefits estimates from dichotomous choice contingent valuation studies. Land Econ 67(1): 64

    Article  Google Scholar 

  • Poe GL, Giraud KL, Loomis JB (2005) Computational methods for measuring the difference of empirical distributions. Am J Agric Econ 87(2): 353–365

    Article  Google Scholar 

  • Rescher N (1980) Unpopular essays on technological progress. University of Pittsburgh Press, Pittsburgh

    Google Scholar 

  • Ritov I, Kahneman D (1997) How people value the environment. In: Bazerman M, Messick D, Tenbrunsel A, Wade-Benzoni K (eds) Environment, ethics, and behavior. New Lexington Press, San Franciso

    Google Scholar 

  • Roe B, Haab T (2007) Using biomedical technologies to inform economic modeling: challenges and opportunities for improving analysis of environmental policies. Paper presented at the Frontiers in Environmental Economics Conference. Washington, DC

  • Rolston H (1988) Environmental ethics: duties to and values in the natural world. Temple University Press, Philadelphia

    Google Scholar 

  • Rossiter JR, Percy L (1997) Advertising communications and promotion management. McGraw Hill, Sydney

    Google Scholar 

  • Russow LM (1981) Why do species matter?. Environ Ethics 3: 101–112

    Google Scholar 

  • Scarpa R, Rose JM (2008) Design efficiency for non-market valuation with choice modelling: how to measure it, what to report and why. Aust J Agric Resour Econ 52(3): 253–282

    Article  Google Scholar 

  • Smith VK, Osborne LL (1996) Do contingent valuation estimates pass a “Scope” test? A meta-analysis. J Environ Econ Manag 31(3): 287–301

    Article  Google Scholar 

  • Street DJ, Burgess L, Louviere JJ (2005) Quick and easy choice sets: constructing optimal and nearly optimal stated choice experiments. Int J Res Mark 22(4): 459–470

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Mikołaj Czajkowski.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Czajkowski, M., Hanley, N. Using Labels to Investigate Scope Effects in Stated Preference Methods. Environ Resource Econ 44, 521–535 (2009). https://doi.org/10.1007/s10640-009-9299-z

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10640-009-9299-z

Keywords

Navigation