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On the problem of measuring discount rates in intertemporal transportation choices

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Abstract

Users of transportation systems face economic decisions that involve cash flows in different points in time. In making these intertemporal choices, users tradeoff between immediate and future benefits and costs. For example, battery electric vehicles require a higher investment but offer important energy savings that may pay off. Using an appropriate discount rate, future costs are transformed into a present equivalent that can be directly compared with upfront expenses or known prices. In this paper we review different methods for measuring individual discount rates that have been used in the literature to discuss, in particular, the findings of the “energy paradox” or undervaluation of future savings (making more difficult the adoption of energy efficient vehicles). We identify two main methods of treating discount rates in discrete choice models, namely endogenous and exogenous discounting. Exogenous discounting addresses some problems of the endogenous discounting method (attribute correlation, endogeneity, and imposition of rational evaluation of future costs), but lacks correct treatment of unobserved heterogeneity. We also review experimental elicitation of intertemporal preferences that accounts for heterogeneous discounting. In particular, we tested a modified version of a reward-over-time choice experiment that can be easily incorporated into transportation surveys. In addition, we compared the experimental discount rates with those obtained from a contingent valuation exercise. The continent valuation exercise not only provided a much higher mean for the discount rate (13.93 % was the mean experimental discount rate, whereas the contingent valuation mean was 93.9 %), but also the level of variability among respondents was unexpectedly high (6.4–267 %).

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References

  • Allcott, H.: Consumers’ perceptions and misperceptions of energy costs. Am. Econ. Rev. 101(3), 98–104 (2011)

    Article  Google Scholar 

  • Allcott, H., Greenstone, M.: Is there an energy efficiency gap? National Bureau of Economic Research (working paper No. 17766) (2012)

  • Allcott, H., Wozny, N.: Gasoline prices, fuel economy, and the energy paradox. Rev. Econ.Stat. 96(5), 779–795 (2012)

    Article  Google Scholar 

  • Ansar, J., Sparks, R.: The experience curve, option value, and the energy paradox. Energy Policy 37(3), 1012–1020 (2009)

    Article  Google Scholar 

  • Batley, R., Toner, J.: Hierarchical elimination-by-aspects and nested logit models of stated preferences for alternative fuel vehicles. (2003). http://www.eprints.whiterose.ac.uk/2440/

  • Beggs, S., Cardell, S., Hausman, J.: Assessing the potential demand for electric cars. J. Econom. 17(1), 1–19 (1981)

    Article  Google Scholar 

  • Beggs, S.D., Cardell, N.S.: Choice of smallest car by multi-vehicle households and the demand for electric vehicles. Transp. Res. Part A 14(5), 389–404 (1980)

    Article  Google Scholar 

  • Benzion, U., Rapoport, A., Yagil, J.: Discount rates inferred from decisions: an experimental study. Manag. Sci. 35(3), 270–284 (1989)

    Article  Google Scholar 

  • Berkovec, J., Rust, J.: A nested logit model of automobile holdings for one vehicle households. Transp. Res. Part B 19(4), 275–285 (1985)

    Article  Google Scholar 

  • Berry, S., Levinsohn, J., Pakes, A.: Automobile prices in market equilibrium. Econometrica 63, 841–890 (1995)

    Article  Google Scholar 

  • Bocquého, G., Jacquet, F., Reynaud, A.: Reversal and magnitude effects in long-term time preferences: results from a field experiment. Econ. Lett. 120(1), 108–111 (2013)

    Article  Google Scholar 

  • Boyd, J.H., Mellman, R.E.: The effect of fuel economy standards on the us automotive market: an hedonic demand analysis. Transp. Res. Part A 14(5), 367–378 (1980)

    Article  Google Scholar 

  • Brownstone, D., Bunch, D.S., Golob, T.F., Ren, W.: A transactions choice model for forecasting demand for alternative-fuel vehicles. Res. Transp. Econ. 4, 87–129 (1996)

    Article  Google Scholar 

  • Brownstone, D., Bunch, D.S., Train, K.: Identification robust confidence set methods for inference on parameter ratios with application to discrete choice models. Transp. Res. Part B 34(5), 315–338 (2000)

    Article  Google Scholar 

  • Cairns, J.A., van Der Pol, M.M.: Saving future lives: a comparison of three discounting models. Health Econ. 6(4), 341–350 (1997)

    Article  Google Scholar 

  • Cambridge Econometrics: Demand for Cars and their Attributes: A Final Report for the Department for Transport. Technical Report, Cambridge (2008)

    Google Scholar 

  • Cameron, T.A., Gerdes, G.R.: Individual Subjective Discounting: Form, Context, Format, and Noise. Department of Economics, University of Oregon, Eugene (2005)

    Google Scholar 

  • Cardell, N.S., Dunbar, F.C.: Measuring the societal impacts of automobile downsizing. Transp. Res. Part A 14(5), 423–434 (1980)

    Article  Google Scholar 

  • Coller, M., Williams, M.B.: Eliciting individual discount rates. Exp. Econ. 2(2), 107–127 (1999)

    Article  Google Scholar 

  • Dasgupta, S., Siddarth, S., Silva-Risso, J.: To lease or to buy? a structural model of a consumer’s vehicle and contract choice decisions. J. Market. Res. 44(3), 490–502 (2007)

    Article  Google Scholar 

  • Daziano, R., Chiew, E.: Electric vehicles rising from the dead: data needs for forecasting consumer response toward sustainable energy sources in personal transportation. Energy Policy 51, 876–894 (2012)

    Article  Google Scholar 

  • DeCanio, S.J.: The efficiency paradox: bureaucratic and organizational barriers to profitable energy-saving investments. Energy Policy 26(5), 441–454 (1998)

    Article  Google Scholar 

  • Ewing, G., Sarigöllü, E.: Assessing consumer preferences for clean-fuel vehicles: a discrete choice experiment. J. Publ. Policy Market. 19(1), 106–118 (2000)

    Article  Google Scholar 

  • Frederick, S., Loewenstein, G., O’donoghue, T.: Time discounting and time preference: a critical review. J. Econ. Lit. 40, 351–401 (2002)

    Article  Google Scholar 

  • Gramlich, J.: Gas Prices and Endogenous Product Selection in the us Automobile Industry. Department of Economics, Yale University, New Haven (2008)

    Google Scholar 

  • Green, L., Myerson, J., McFadden, E.: Rate of temporal discounting decreases with amount of reward. Mem. Cognit. 25(5), 715–723 (1997)

    Article  Google Scholar 

  • Greene, D.: How consumers value fuel economy: a literature review. Office of Transportation and Air Quality, U.S. Environmental Protection Agency, Report EPA-420-R-10-008, (2010)

  • Greene, D.L.: A note on implicit consumer discounting of automobile fuel economy: reviewing the available evidence. Transp. Res. Part B 17(6), 491–499 (1983)

    Article  Google Scholar 

  • Greene, D.L., Evans, D.H., Hiestand, J.: Survey evidence on the willingness of u.s. consumers to pay to automotive fuel economy. Energy Policy 61, 1539–1550 (2013)

    Article  Google Scholar 

  • Greene, D.L., German, J., Delucchi, M.A.: Fuel economy: the case for market failure. In: Sperling, D., Cannon, J.S. (eds.) Reducing Climate Impacts in the Transportation Sector, pp. 181–205. Springer, New York (2009)

    Google Scholar 

  • Harrison, G.W., Lau, M.I., Williams, M.B.: Estimating individual discount rates in denmark: a field experiment. Am. Econ. Rev. 92, 1606–1617 (2002)

    Article  Google Scholar 

  • Hassett, K.A., Metcalf, G.E.: Energy conservation investment: do consumers discount the future correctly? Energy Policy 21(6), 710–716 (1993)

    Article  Google Scholar 

  • Hausman, J.A.: Individual discount rates and the purchase and utilization of energy-using durables. Bell J. Econ. 10, 33–54 (1979)

    Article  Google Scholar 

  • Helfand, G., Wolverton, A.: Evaluating the consumer response to fuel economy: a review of the literature. Nat. Cent. Environ. Econ. 5(2), 103–146 (2009)

    Google Scholar 

  • Hess, S., Fowler, M., Adler, T., Bahreinian, A.: A joint model for vehicle type and fuel type choice: evidence from a cross-nested logit study. Transportation 39(3), 593–625 (2012)

    Article  Google Scholar 

  • Holcomb, J.H., Nelson, P.S.: Another experimental look at individual time preference. Ration. Soc. 4(2), 199–220 (1992)

    Article  Google Scholar 

  • Horne, M., Jaccard, M., Tiedemann, K.: Improving behavioral realism in hybrid energy-economy models using discrete choice studies of personal transportation decisions. Energy Econ. 27(1), 59–77 (2005)

    Article  Google Scholar 

  • Howarth, R.B., Sanstad, A.H.: Discount rates and energy efficiency. Contemp. Econ. Policy 13(3), 101–109 (1995)

    Article  Google Scholar 

  • Jaffe, A.B., Newell, R.G., Stavins, R.N.: A tale of two market failures: technology and environmental policy. Ecol. Econ. 52(2), 164–174 (2005)

    Article  Google Scholar 

  • Jaffe, A.B., Stavins, R.N.: The energy-efficiency gap what does it mean? Energy Policy 22(10), 804–810 (1994a)

    Article  Google Scholar 

  • Jaffe, A.B., Stavins, R.N.: The energy paradox and the diffusion of conservation technology. Resour. Energy Econ. 16(2), 91–122 (1994b)

    Article  Google Scholar 

  • Kavalec, C.: Vehicle choice in an aging population: some insights from a stated preference survey for california. Energy J. 14, 123–138 (1999)

    Google Scholar 

  • Kirby, K., Petry, N., Bickel, W.: Heroin addicts have higher discount rates for delayed rewards than non-drug-using controls. J. Exp. Psychol. 128, 78–87 (1999)

    Article  Google Scholar 

  • Larrick, R.P., Soll, J.B.: The MPG illusion. Science 320(5883), 1593 (2008)

    Article  Google Scholar 

  • Lave, C.A., Train, K.: A disaggregate model of auto-type choice. Transp. Res. Part A 13(1), 1–9 (1979)

    Article  Google Scholar 

  • Lloro, A.: Vehicle choice and utilization: improving estimation with partially observed choices and hybrid pairs. (2012). http://www.alicialloro.com/research/Lloro2012a.pdf

  • Loewenstein, G., Prelec, D.: Anomalies in intertemporal choice: evidence and an interpretation. Quart. J. Econ. 9, 573–597 (1992)

    Article  Google Scholar 

  • Loewenstein, G.F.: Frames of mind in intertemporal choice. Manag. Sci. 34(2), 200–214 (1988)

    Article  Google Scholar 

  • Mahajna, A., Benzion, U., Bogaire, R., Shavit, T.: Subjective discount rates among israeli arabs and israeli jews. J. Socio-Econ. 37(6), 2513–2522 (2008)

    Article  Google Scholar 

  • Manski, C.F., Sherman, L.: A note on identification in the multinomial probit model. Transp. Res. Part A 14(5), 349–366 (1980)

    Article  Google Scholar 

  • McCarthy, P.S.: Market price and income elasticities of new vehicle demands. Rev. Econ. Stat. 78, 543–547 (1996)

    Article  Google Scholar 

  • McFadden, D.: The measurement of urban travel demand. J. Publ. Econ. 3(4), 303–328 (1974)

    Article  Google Scholar 

  • McFadden, D., Train, K.: Mixed mnl models for discrete response. J. Appl. Economet. 15(5), 447–470 (2000)

    Article  Google Scholar 

  • McLeish, K. N., Oxoby, R. J.: Gender, affect and intertemporal consistency: an experimental approach. IZA Discussion Papers (No. 2663) (2007)

  • Musti, S., Kockelman, K.M.: Evolution of the household vehicle fleet: anticipating fleet composition, phev adoption and ghg emissions in austin, texas. Transp. Res. Part A 45(8), 707–720 (2011)

    Google Scholar 

  • Newell, R. G., Siikamäki, J. V.: Nudging energy efficiency behavior: the role of information labels. Nat. Bureau Econ. Res. (working paper No. 19224) (2013)

  • Pender, J.L.: Discount rates and credit markets: theory and evidence from rural india. J. Develop. Econ. 50(2), 257–296 (1996)

    Article  Google Scholar 

  • Potoglou, D., Kanaroglou, P.S.: Household demand and willingness to pay for clean vehicles. Transp. Res. Part D 12(4), 264–274 (2007)

    Article  Google Scholar 

  • Read, D., Read, N.L.: Time discounting over the lifespan. Organ Behav. Hum. Decis. Process. 94(1), 22–32 (2004)

    Article  Google Scholar 

  • Samuelson, P.A.: A note on measurement of utility. Rev. Econ. Stud. 4(2), 155–161 (1937)

    Article  Google Scholar 

  • Sanstad, A.H., Blumstein, C., Stoft, S.E.: How high are option values in energy-efficiency investments? Energy Policy 23(9), 739–743 (1995)

    Article  Google Scholar 

  • Sawhill, J. W.: Are capital and operating costs weighted equally in durable goods purchases? Evidence from the us automobile market. discussion paper, Department of Economics, University of California at Berkeley, Berkeley, California (2008)

  • Shelley, M.K.: Outcome signs, question frames and discount rates. Manag. Sci. 39(7), 806–815 (1993)

    Article  Google Scholar 

  • Sherman, L. (1982). Measuring the determinants of household vehicle type choice behavior with disaggregare models. paper presented at the 61st Annual Meeting of the Transportation Research Board, Washington, D.C

  • Thaler, R.: Some empirical evidence on dynamic inconsistency. Econ. Lett. 8(3), 201–207 (1981)

    Article  Google Scholar 

  • Train, K.: Discount rates in consumers’ energy-related decisions: a review of the literature. Energy 10(12), 1243–1253 (1985)

    Article  Google Scholar 

  • Train, K., Lohrer, M.: Vehicle Ownership and Isage: An Integrated System of Disaggregate Demand Models. Cambridge Systematics, Inc, Cambridge (1982)

    Google Scholar 

  • Train, K., Weeks, M.: Discrete choice models in preference space and willingness-to-pay space. In: Scarpa, R., Alberini, A. (eds.) Applications of Simulation Methods in Environmental and Resource Economics, pp. 1–16. Springer, Dordrecht (2005)

    Chapter  Google Scholar 

  • Turrentine, T.S., Kurani, K.S.: Car buyers and fuel economy? Energy Policy 35(2), 1213–1223 (2007)

    Article  Google Scholar 

  • Van Soest, D.P., Bulte, E.H.: Does the energy-efficiency paradox exist? Technological progress and uncertainty. Environ. Resou. Econ. 18(1), 101–112 (2001)

    Article  Google Scholar 

  • Wahlund, R., Gunnarsson, J.: Mental discounting and financial strategies. J. Econ. Psychol. 17(6), 709–730 (1996)

    Article  Google Scholar 

  • Warner, J.T., Pleeter, S.: The personal discount rate: evidence from military downsizing programs. Am. Econ. Rev. 91, 33–53 (2001)

    Article  Google Scholar 

Download references

Acknowledgments

This research is based upon work supported by the National Science Foundation Faculty Early Career Development CAREER Award No. CBET-1253475.

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Correspondence to Ricardo A. Daziano.

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Wang, C., Daziano, R.A. On the problem of measuring discount rates in intertemporal transportation choices. Transportation 42, 1019–1038 (2015). https://doi.org/10.1007/s11116-015-9653-7

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