Risk aversion and willingness to pay for energy efficient systems in rental apartments
This paper uses a random utility model to estimate consumers' valuation of energy efficient insulation and ventilation systems in rental apartments. Given consumers' limited experience in residential buildings and the perceived uncertainty about their comfort benefits and resulting energy savings, these relatively new technologies might be undervalued by risk-averse consumers. Using the concept of certainty-equivalence, this paper proposes a model to assess the consumers' risk-aversion for adopting energy-efficient systems. These systems are treated as risky assets while conventional commodities are assumed to be risk-free. The curvature of the utility function is interpreted as a measure of aversion to perceived risks as opposed to explicit risks measured by observed variances. The proposed formulation is applicable in stated preference data with qualitative variables. The model is applied to data from a choice experiment conducted among 264 apartment tenants in Switzerland. The estimated curvatures reject the risk-neutrality hypothesis. The range of the estimated risk premiums suggests that risk considerations remain a central issue in dealing with energy efficiency in residential buildings. The analysis also indicates that assuming same risk attitudes toward new and conventional systems could bias the estimates of the willingness to pay, especially when the system is comprised of several components.
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- David Layton & S. Lee, 2006. "Embracing Model Uncertainty: Strategies for Response Pooling and Model Averaging," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 34(1), pages 51-85, 05.
- Cooper, Joseph C., 2002. "Flexible Functional Form Estimation of Willingness to Pay Using Dichotomous Choice Data," Journal of Environmental Economics and Management, Elsevier, vol. 43(2), pages 267-279, March.
- Bill Provencher & Rebecca Moore, 2006. "A Discussion of “Using Angler Characteristics and Attitudinal Data to Identify Environmental Preference Classes: A Latent-Class Model”," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 34(1), pages 117-124, 05.
- Ruud H. Koning & Geert Ridder, 2003.
"Discrete choice and stochastic utility maximization,"
Royal Economic Society, vol. 6(1), pages 1-27, 06.
- Ruud H Koning & Geert Ridder, 1999. "Discrete Choice and Stochastic Utility Maximization," Economics Working Paper Archive 413, The Johns Hopkins University,Department of Economics.
- Carlsson, Fredrik & Martinsson, Peter, 2001. "Do Hypothetical and Actual Marginal Willingness to Pay Differ in Choice Experiments?: Application to the Valuation of the Environment," Journal of Environmental Economics and Management, Elsevier, vol. 41(2), pages 179-192, March.
- Jeremy T. Fox, 2007. "Semiparametric estimation of multinomial discrete-choice models using a subset of choices," RAND Journal of Economics, RAND Corporation, vol. 38(4), pages 1002-1019, December.
- Wipon Aiew & Rodolfo Nayga & Richard Woodward, 2004. "The treatment of income variable in willingness to pay studies," Applied Economics Letters, Taylor & Francis Journals, vol. 11(9), pages 581-585.
- Small, Kenneth A & Rosen, Harvey S, 1981. "Applied Welfare Economics with Discrete Choice Models," Econometrica, Econometric Society, vol. 49(1), pages 105-130, January.
- Harvey S. Rosen & Kenneth A. Small, 1979. "Applied Welfare Economics with Discrete Choice Models," NBER Working Papers 0319, National Bureau of Economic Research, Inc.
- W. Michael Hanemann, 1984. "Welfare Evaluations in Contingent Valuation Experiments with Discrete Responses," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 66(3), pages 332-341.
- Ada Ferrer-i-Carbonell & Paul Frijters, 2004. "How Important is Methodology for the estimates of the determinants of Happiness?," Economic Journal, Royal Economic Society, vol. 114(497), pages 641-659, 07.
- Ada Ferrer-i-Carbonell & Paul Frijters, 2002. "How important is Methodology for the Estimates of the Determinants of Happiness?," Tinbergen Institute Discussion Papers 02-024/3, Tinbergen Institute.
- Hanley, Nick & Mourato, Susana & Wright, Robert E, 2001. " Choice Modelling Approaches: A Superior Alternative for Environmental Valuation?," Journal of Economic Surveys, Wiley Blackwell, vol. 15(3), pages 435-462, July.
- Gollier, Christian, 2002. "Discounting an uncertain future," Journal of Public Economics, Elsevier, vol. 85(2), pages 149-166, August.
- Horowitz, John K. & McConnell, Kenneth E., 2002. "A Review of WTA/WTP Studies," Journal of Environmental Economics and Management, Elsevier, vol. 44(3), pages 426-447, November.
- Eeckhoudt, Louis & Gollier, Christian & Schlesinger, Harris, 1997. "The no-loss offset provision and the attitude towards risk of a risk-neutral firm," Journal of Public Economics, Elsevier, vol. 65(2), pages 207-217, August.
- Eeckhoudt, L. & Gollier, C. & Schlesinger, H., 1996. "The No Loss Offset Provision and the Attitude Towards Risk of a Risk-Neutral Firm," Papers 96.409, Toulouse - GREMAQ.
- Ekin Birol & Melinda Smale & Ágnes Gyovai, 2006. "Using a Choice Experiment to Estimate Farmers’ Valuation of Agrobiodiversity on Hungarian Small Farms," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 34(4), pages 439-469, August.
- 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.
- Shaw, W. Douglass & Woodward, Richard T., 2008. "Why environmental and resource economists should care about non-expected utility models," Resource and Energy Economics, Elsevier, vol. 30(1), pages 66-89, January.
- Ronald J. Sutherland, 1991. "Market Barriers to Energy-Efficiency Investments," The Energy Journal, International Association for Energy Economics, vol. 0(Number 3), pages 15-34.
- Louviere,Jordan J. & Hensher,David A. & Swait,Joffre D., 2000. "Stated Choice Methods," Cambridge Books, Cambridge University Press, number 9780521788304.
- David F. Layton, 2001. "Alternative Approaches for Modeling Concave Willingness to Pay Functions in Conjoint Valuation," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 83(5), pages 1314-1320.
- Eeckhoudt, Louis & Gollier, Christian & Schneider, Thierry, 1995. "Risk-aversion, prudence and temperance: A unified approach," Economics Letters, Elsevier, vol. 48(3-4), pages 331-336, June.
- EECKHOUDT, Louis & Christian GOLLIER & Thierry SCHNEIDER, 1994. "Risk Aversion, Prudence and Temperance : A Unified Approach," Working Papers 006, Risk and Insurance Archive.
- Savage, Ian, 1993. "An Empirical Investigation into the Effect of Psychological Perceptions on the Willingness-to-Pay to Reduce Risk," Journal of Risk and Uncertainty, Springer, vol. 6(1), pages 75-90, January.
- Joseph A. Herriges & Catherine L. Kling, 1999. "Nonlinear Income Effects in Random Utility Models," The Review of Economics and Statistics, MIT Press, vol. 81(1), pages 62-72, February.
- Herriges, Joseph A. & Kling, Catherine L., 1999. "Nonlinear Income Effects in Random Utility Models," Staff General Research Papers Archive 1494, Iowa State University, Department of Economics.
- Charles A. Holt & Susan K. Laury, 2002. "Risk Aversion and Incentive Effects," American Economic Review, American Economic Association, vol. 92(5), pages 1644-1655, December.
- David Hensher & Nina Shore & Kenneth Train, 2005. "Households’ Willingness to Pay for Water Service Attributes," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 32(4), pages 509-531, December.
- Newell, Richard G. & Pizer, William A., 2003. "Discounting the distant future: how much do uncertain rates increase valuations?," Journal of Environmental Economics and Management, Elsevier, vol. 46(1), pages 52-71, July.
- Pizer, William & Newell, Richard, 2000. "Discounting the Distant Future: How Much Do Uncertain Rates Increase Valuations?," Discussion Papers dp-00-45, Resources For the Future.
- Segal, Uzi & Spivak, Avia, 1990. "First order versus second order risk aversion," Journal of Economic Theory, Elsevier, vol. 51(1), pages 111-125, June.
- Uzi Segal & Avia Spivak, 1988. "First Order Versus Second Order Risk Aversion," UCLA Economics Working Papers 540, UCLA Department of Economics.
- Banfi, Silvia & Farsi, Mehdi & Filippini, Massimo & Jakob, Martin, 2008. "Willingness to pay for energy-saving measures in residential buildings," Energy Economics, Elsevier, vol. 30(2), pages 503-516, March.
- Silvia Banfi & Mehdi Farsi & Massimo Filippini & Martin Jakob, 2005. "Willingness to Pay for Energy-Saving Measures in Residential Buildings," CEPE Working paper series 05-41, CEPE Center for Energy Policy and Economics, ETH Zurich.
- Don L. Coursey & John L. Hovis & William D. Schulze, 1987. "The Disparity Between Willingness to Accept and Willingness to Pay Measures of Value," The Quarterly Journal of Economics, Oxford University Press, vol. 102(3), pages 679-690.
- Poortinga, Wouter & Steg, Linda & Vlek, Charles & Wiersma, Gerwin, 2003. "Household preferences for energy-saving measures: A conjoint analysis," Journal of Economic Psychology, Elsevier, vol. 24(1), pages 49-64, February.
- Jaffe, Adam B. & Stavins, Robert N., 1994. "The energy-efficiency gap What does it mean?," Energy Policy, Elsevier, vol. 22(10), pages 804-810, October.
- Gary Chamberlain, 1980. "Analysis of Covariance with Qualitative Data," Review of Economic Studies, Oxford University Press, vol. 47(1), pages 225-238.
- Manski, Charles F., 1975. "Maximum score estimation of the stochastic utility model of choice," Journal of Econometrics, Elsevier, vol. 3(3), pages 205-228, August.
- Richard B. Howarth, 2009. "Discounting, Uncertainty, and Revealed Time Preference," Land Economics, University of Wisconsin Press, vol. 85(1), pages 24-40.
- Sayman, Serdar & Onculer, Ayse, 2005. "Effects of study design characteristics on the WTA-WTP disparity: A meta analytical framework," Journal of Economic Psychology, Elsevier, vol. 26(2), pages 289-312, April.
- Huntington, Hillard G., 1994. "Been top down so long it looks like bottom up to me," Energy Policy, Elsevier, vol. 22(10), pages 833-839, October. Full references (including those not matched with items on IDEAS)