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A game theoretic approach for car pricing and its energy efficiency level versus governmental sustainability goals by considering rebound effect: A case study of South Korea

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  • Rasti-Barzoki, Morteza
  • Moon, Ilkyeong

Abstract

This paper looks at the effects that environmental policies have on car manufacturers. A standing problem for car manufacturers is determining both a car’s price and its level of energy efficiency. The South Korean government has sustainable goals that encompass saving energy, seeking revenue, and advancing social welfare. This study highlights four decision variables in two groups for the government. The government determines the optimal value of each goal, while maintaining a threshold for the two other goals as constraints. The four decision variables are determining the car sales tax, determining the fuel tax, determining the cost of educating the public about environmental awareness, and determining the percentage of government’s cooperation in the manufacturer’s research and development expenditure. For the purpose of this study, a new function, average of vehicle kilometer traveled in a unit of time (AVKT), is suggested for calculating the average distance driven by a car over a given period of time, based on the cost of fuel, the car’s energy efficiency, the driver’s environmental awareness quotient, and the rebound effect. This newly defined multi-agent problem is solved by looking at the structure of the Stackelberg game, and equilibrium solutions are offered by implementing the backward induction procedure. By considering demand and profit for fuel, this study offers the most efficient goals and strategies for both car manufacturers and fuel producers alike. Finally, this study offers several results and insights.

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  • Rasti-Barzoki, Morteza & Moon, Ilkyeong, 2020. "A game theoretic approach for car pricing and its energy efficiency level versus governmental sustainability goals by considering rebound effect: A case study of South Korea," Applied Energy, Elsevier, vol. 271(C).
    • Handle: RePEc:eee:appene:v:271:y:2020:i:c:s030626192030708x
    DOI: 10.1016/j.apenergy.2020.115196
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    1. Steve Sorrell, 2009. "The Rebound Effect: Definition and Estimation," Chapters, in: Joanne Evans & Lester C. Hunt (ed.), International Handbook on the Economics of Energy, chapter 9, Edward Elgar Publishing.
    2. Boyoon Chang & Sung Jin Kang & Tae Yong Jung, 2019. "Price and Output Elasticities of Energy Demand for Industrial Sectors in OECD Countries," Sustainability, MDPI, vol. 11(6), pages 1-17, March.
    3. Do-Gyeong Kim & Yuhwa Lee, 2013. "Modelling crash frequencies at signalized intersections with a truncated count data model," International Journal of Urban Sciences, Taylor & Francis Journals, vol. 17(1), pages 85-94, March.
    4. Li, Xiaomin & Chen, Pu & Wang, Xingwu, 2017. "Impacts of renewables and socioeconomic factors on electric vehicle demands – Panel data studies across 14 countries," Energy Policy, Elsevier, vol. 109(C), pages 473-478.
    5. Rentziou, Aikaterini & Gkritza, Konstantina & Souleyrette, Reginald R., 2012. "VMT, energy consumption, and GHG emissions forecasting for passenger transportation," Transportation Research Part A: Policy and Practice, Elsevier, vol. 46(3), pages 487-500.
    6. Vincent Chandler, 2014. "The Effectiveness and Distributional Effects of the Tax Credit for Public Transit," Canadian Public Policy, University of Toronto Press, vol. 40(3), pages 259-269, September.
    7. Sallee, James M. & Slemrod, Joel, 2012. "Car notches: Strategic automaker responses to fuel economy policy," Journal of Public Economics, Elsevier, vol. 96(11), pages 981-999.
    8. Brons, Martijn & Nijkamp, Peter & Pels, Eric & Rietveld, Piet, 2008. "A meta-analysis of the price elasticity of gasoline demand. A SUR approach," Energy Economics, Elsevier, vol. 30(5), pages 2105-2122, September.
    9. Rivers, Nicholas & Schaufele, Brandon, 2017. "Gasoline price and new vehicle fuel efficiency: Evidence from Canada," Energy Economics, Elsevier, vol. 68(C), pages 454-465.
    10. Karray, Salma & Martín-Herrán, Guiomar, 2009. "A dynamic model for advertising and pricing competition between national and store brands," European Journal of Operational Research, Elsevier, vol. 193(2), pages 451-467, March.
    11. Inha Oh & Jeong-Dong Lee & Seogwon Hwang & Almas Heshmati, 2010. "Analysis of product efficiency in the Korean automobile market from a consumer’s perspective," Empirical Economics, Springer, vol. 38(1), pages 119-137, February.
    12. Daniel McFadden & Kenneth Train, 2000. "Mixed MNL models for discrete response," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 15(5), pages 447-470.
    13. Stahl II Dale O., 1994. "Oligopolistic Pricing and Advertising," Journal of Economic Theory, Elsevier, vol. 64(1), pages 162-177, October.
    14. Kharaji Manouchehrabadi, Maedeh & Yaghoubi, Saeed & Tajik, Javad, 2020. "Optimal scenarios for solar cell supply chain considering degradation in powerhouses," Renewable Energy, Elsevier, vol. 145(C), pages 1104-1125.
    15. Lee, Jongsu & Cho, Youngsang, 2009. "Demand forecasting of diesel passenger car considering consumer preference and government regulation in South Korea," Transportation Research Part A: Policy and Practice, Elsevier, vol. 43(4), pages 420-429, May.
    16. Ren, Jie & Chen, Xi & Hu, Jian, 2020. "The effect of production- versus consumption-based emission tax under demand uncertainty," International Journal of Production Economics, Elsevier, vol. 219(C), pages 82-98.
    17. Jin, Taeyoung & Kim, Jinsoo, 2019. "A new approach for assessing the macroeconomic growth energy rebound effect," Applied Energy, Elsevier, vol. 239(C), pages 192-200.
    18. Lu, Fuxiao & Tang, Wansheng & Liu, Guowei & Zhang, Jianxiong, 2019. "Cooperative advertising: A way escaping from the prisoner’s dilemma in a supply chain with sticky price," Omega, Elsevier, vol. 86(C), pages 87-106.
    19. Brownstone, David & Bunch, David S. & Golob, Thomas F. & Ren, Weiping, 1996. "A Transaction Choice Model for Forecasting Demand for Alternative-Fuel Vehicles," University of California Transportation Center, Working Papers qt0244r8g2, University of California Transportation Center.
    20. Steven Berry & James Levinsohn & Ariel Pakes, 2004. "Differentiated Products Demand Systems from a Combination of Micro and Macro Data: The New Car Market," Journal of Political Economy, University of Chicago Press, vol. 112(1), pages 68-105, February.
    21. Moshiri, Saeed & Aliyev, Kamil, 2017. "Rebound effect of efficiency improvement in passenger cars on gasoline consumption in Canada," Ecological Economics, Elsevier, vol. 131(C), pages 330-341.
    22. Amal S. Kumarage & Janaka Weerawardana, 2013. "System cost-based multi-criteria analysis for urban transport solutions," International Journal of Urban Sciences, Taylor & Francis Journals, vol. 17(2), pages 212-225, July.
    23. Taiebat, Morteza & Stolper, Samuel & Xu, Ming, 2019. "Forecasting the Impact of Connected and Automated Vehicles on Energy Use: A Microeconomic Study of Induced Travel and Energy Rebound," Applied Energy, Elsevier, vol. 247(C), pages 297-308.
    24. Brownstone, David & Bunch, David S & Golob, Thomas F & Ren, Weiping, 1996. "A Transactions Choice Model for Forecasting Demand for Alternative-Fuel Vehicles," University of California Transportation Center, Working Papers qt3sm7w9zk, University of California Transportation Center.
    25. Robert S. Pindyck, 1979. "The Structure of World Energy Demand," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262661772, December.
    26. Rivers, Nicholas & Schaufele, Brandon, 2015. "Salience of carbon taxes in the gasoline market," Journal of Environmental Economics and Management, Elsevier, vol. 74(C), pages 23-36.
    27. Safarzadeh, Soroush & Rasti-Barzoki, Morteza, 2019. "A game theoretic approach for assessing residential energy-efficiency program considering rebound, consumer behavior, and government policies," Applied Energy, Elsevier, vol. 233, pages 44-61.
    28. Baños, R. & Manzano-Agugliaro, F. & Montoya, F.G. & Gil, C. & Alcayde, A. & Gómez, J., 2011. "Optimization methods applied to renewable and sustainable energy: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(4), pages 1753-1766, May.
    29. Chandra, Ambarish & Gulati, Sumeet & Kandlikar, Milind, 2010. "Green drivers or free riders? An analysis of tax rebates for hybrid vehicles," Journal of Environmental Economics and Management, Elsevier, vol. 60(2), pages 78-93, September.
    30. Werner Antweiler & Sumeet Gulati, 2013. "Market-Based Policies for Green Motoring in Canada," Canadian Public Policy, University of Toronto Press, vol. 39(s2), pages 81-94, August.
    31. Yoo, Sunbin & Koh, Kyung Woong & Yoshida, Yoshikuni & Wakamori, Naoki, 2019. "Revisiting Jevons's paradox of energy rebound: Policy implications and empirical evidence in consumer-oriented financial incentives from the Japanese automobile market, 2006–2016," Energy Policy, Elsevier, vol. 133(C).
    32. Lambertini, Luca, 2018. "Coordinating research and development efforts for quality improvement along a supply chain," European Journal of Operational Research, Elsevier, vol. 270(2), pages 599-605.
    33. Taiebat, Morteza & Stolper, Samuel & Xu, Ming, 2019. "Forecasting the Impact of Connected and Automated Vehicles on Energy Use: A Microeconomic Study of Induced Travel and Energy Rebound," LawRxiv dk6qv, Center for Open Science.
    34. Ajanovic, Amela & Haas, Reinhard, 2012. "The role of efficiency improvements vs. price effects for modeling passenger car transport demand and energy demand—Lessons from European countries," Energy Policy, Elsevier, vol. 41(C), pages 36-46.
    35. Berry, Steven & Levinsohn, James & Pakes, Ariel, 1995. "Automobile Prices in Market Equilibrium," Econometrica, Econometric Society, vol. 63(4), pages 841-890, July.
    36. Pinelopi Koujianou Goldberg, 1998. "The Effects of the Corporate Average Fuel Efficiency Standards in the US," Journal of Industrial Economics, Wiley Blackwell, vol. 46(1), pages 1-33, March.
    37. Guo, Shu & Choi, Tsan-Ming & Shen, Bin, 2020. "Green product development under competition: A study of the fashion apparel industry," European Journal of Operational Research, Elsevier, vol. 280(2), pages 523-538.
    38. Dimitropoulos, Alexandros & Oueslati, Walid & Sintek, Christina, 2018. "The rebound effect in road transport: A meta-analysis of empirical studies," Energy Economics, Elsevier, vol. 75(C), pages 163-179.
    39. Morteza Taiebat & Samuel Stolper & Ming Xu, 2019. "Forecasting the Impact of Connected and Automated Vehicles on Energy Use A Microeconomic Study of Induced Travel and Energy Rebound," Papers 1902.00382, arXiv.org, revised May 2019.
    40. Berkhout, Peter H. G. & Muskens, Jos C. & W. Velthuijsen, Jan, 2000. "Defining the rebound effect," Energy Policy, Elsevier, vol. 28(6-7), pages 425-432, June.
    41. Salvo, Orlando de & Vaz de Almeida, Flávio G., 2019. "Influence of technologies on energy efficiency results of official Brazilian tests of vehicle energy consumption," Applied Energy, Elsevier, vol. 241(C), pages 98-112.
    42. Sabrina Schneider & Patrick Spieth, 2013. "Business Model Innovation: Towards An Integrated Future Research Agenda," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 17(01), pages 1-34.
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