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How much do incentives affect car purchase? Agent-based microsimulation of consumer choice of new cars--Part II: Forecasting effects of feebates based on energy-efficiency

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  • de Haan, Peter
  • Mueller, Michel G.
  • Scholz, Roland W.

Abstract

In this paper, we simulate the car market in order to forecast the effects of feebate systems based on an energy-labeling scheme using categories A to G. Very fuel-efficient (A) cars receive a cash incentive, highly inefficient (G) cars pay additional fees. Consumers have different price elasticities and behavioral options to react to feebates. They can switch to a smaller sized car, but as energy-efficiency varies widely within size segments, they can also stick to the preferred size class and choose a more efficient (smaller) engine. In addition, previously owned cars influence the next car to be chosen. We use an agent-based microsimulation approach particularly suited to predict environmental and market effects of feebates. Heteorogenous agents choose from a choice set drawn from a detailed fleet of new cars. Incentives of [euro]2000 for A-labeled cars induce an additional rated CO2 emission decrease of new car registrations between 3.4% and 4.3%, with CO2 abatement costs between [euro]6 and [euro]13 per ton, and otherwise little undesired market disturbance. The risk of rebound effects is estimated to be low. After adopting the frequencies of consumer segments to a given country, the model presented is applicable to all European car markets.

Suggested Citation

  • de Haan, Peter & Mueller, Michel G. & Scholz, Roland W., 2009. "How much do incentives affect car purchase? Agent-based microsimulation of consumer choice of new cars--Part II: Forecasting effects of feebates based on energy-efficiency," Energy Policy, Elsevier, vol. 37(3), pages 1083-1094, March.
    • Handle: RePEc:eee:enepol:v:37:y:2009:i:3:p:1083-1094
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    References listed on IDEAS

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    1. de Haan, Peter & Mueller, Michel G. & Peters, Anja, 2006. "Does the hybrid Toyota Prius lead to rebound effects? Analysis of size and number of cars previously owned by Swiss Prius buyers," Ecological Economics, Elsevier, vol. 58(3), pages 592-605, June.
    2. Johnson, Kenneth C., 2007. "Refunded emission taxes: A resolution to the cap-versus-tax dilemma for greenhouse gas regulation," Energy Policy, Elsevier, vol. 35(5), pages 3115-3118, May.
    3. repec:cdl:uctcwp:qt2x86k20c is not listed on IDEAS
    4. BenDor, Todd & Ford, Andrew, 2006. "Simulating a combination of feebates and scrappage incentives to reduce automobile emissions," Energy, Elsevier, vol. 31(8), pages 1197-1214.
    5. Schafer, Andreas & Victor, David G., 2000. "The future mobility of the world population," Transportation Research Part A: Policy and Practice, Elsevier, vol. 34(3), pages 171-205, April.
    6. Jong, Gerard De, 1996. "A disaggregate model system of vehicle holding duration, type choice and use," Transportation Research Part B: Methodological, Elsevier, vol. 30(4), pages 263-276, August.
    7. Nilsson, Mats, 2007. "Red light for Green Paper: The EU policy on energy efficiency," Energy Policy, Elsevier, vol. 35(1), pages 540-547, January.
    8. Saunders, Harry D., 2000. "A view from the macro side: rebound, backfire, and Khazzoom-Brookes," Energy Policy, Elsevier, vol. 28(6-7), pages 439-449, June.
    9. Wustenhagen, Rolf & Wolsink, Maarten & Burer, Mary Jean, 2007. "Social acceptance of renewable energy innovation: An introduction to the concept," Energy Policy, Elsevier, vol. 35(5), pages 2683-2691, May.
    10. Greene, David L. & Patterson, Philip D. & Singh, Margaret & Li, Jia, 2005. "Feebates, rebates and gas-guzzler taxes: a study of incentives for increased fuel economy," Energy Policy, Elsevier, vol. 33(6), pages 757-775, April.
    11. DeCicco, John & Mark, Jason, 1998. "Meeting the energy and climate challenge for transportation in the United States," Energy Policy, Elsevier, vol. 26(5), pages 395-412, April.
    12. John Creedy, 2001. "Tax Modelling," The Economic Record, The Economic Society of Australia, vol. 77(237), pages 189-202, June.
    13. Greene, David L. & Patterson, Philip D. & Singh, Margaret & Li, Jia, 2005. "Corrigendum to "Feebates, rebates and gas-guzzler taxes: a study of incentives for increased fuel economy" [Energy Policy 33 (2005) 757-775]," Energy Policy, Elsevier, vol. 33(14), pages 1901-1902, September.
    14. repec:cdl:uctcwp:qt2bz335vw is not listed on IDEAS
    15. Mannering, Fred & Winston, Clifford & Starkey, William, 2002. "An exploratory analysis of automobile leasing by US households," Journal of Urban Economics, Elsevier, vol. 52(1), pages 154-176, July.
    16. repec:cdl:uctcwp:qt7vg1057g is not listed on IDEAS
    17. Berkovec, James, 1985. "Forecasting automobile demand using disaggregate choice models," Transportation Research Part B: Methodological, Elsevier, vol. 19(4), pages 315-329, August.
    18. Johnson, Kenneth C., 2006. "Feebates: An effective regulatory instrument for cost-constrained environmental policy," Energy Policy, Elsevier, vol. 34(18), pages 3965-3976, December.
    19. Brownstone, David & Bunch, David S. & Train, Kenneth, 2000. "Joint mixed logit models of stated and revealed preferences for alternative-fuel vehicles," Transportation Research Part B: Methodological, Elsevier, vol. 34(5), pages 315-338, June.
    20. Steg, Linda & Geurs, Karst & Ras, Michiel, 2001. "The effects of motivational factors on car use: a multidisciplinary modelling approach," Transportation Research Part A: Policy and Practice, Elsevier, vol. 35(9), pages 789-806, November.
    21. Choo, Sangho & Mokhtarian, Patricia L., 2004. "What type of vehicle do people drive? The role of attitude and lifestyle in influencing vehicle type choice," Transportation Research Part A: Policy and Practice, Elsevier, vol. 38(3), pages 201-222, March.
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