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Analyzing CO2 emissions from passenger cars in Europe: A dynamic panel data approach

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  • González, Rosa Marina
  • Marrero, Gustavo A.
  • Rodríguez-López, Jesús
  • Marrero, Ángel S.

Abstract

Road transport accounts for 92 per cent of CO2 emissions from all transport services, and car transport makes the largest contribution to the total. We examine the dynamic relationship between car CO2 emissions in western European Union countries (EU-13) with the dieselization of the passenger vehicle fleet, technological progress, fuel efficiency, mobility indicator, economic activity and motorization rate. We take advantage of a panel data set of 13 EU countries between 1990 and 2015 and estimate a Dynamic Panel Data (DPD) model using alternative econometric methods. This approach allows us to estimate the effect on car CO2 emissions of induced indirect channels involving the reaction of economic agents to changes in aforementioned explanatory variables. We provide evidence that CO2 emissions have been benefited from global technological progress and changes in average fuel efficiency, while increases of economic activity, motorization rate and the dieselization process hold positive and significant relationship with car CO2 emissions. These results are consistent with alternative model specifications and econometric methods.

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  • González, Rosa Marina & Marrero, Gustavo A. & Rodríguez-López, Jesús & Marrero, Ángel S., 2019. "Analyzing CO2 emissions from passenger cars in Europe: A dynamic panel data approach," Energy Policy, Elsevier, vol. 129(C), pages 1271-1281.
  • Handle: RePEc:eee:enepol:v:129:y:2019:i:c:p:1271-1281
    DOI: 10.1016/j.enpol.2019.03.031
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    as
    1. Rietveld, Piet & van Woudenberg, Stefan, 2005. "Why fuel prices differ," Energy Economics, Elsevier, vol. 27(1), pages 79-92, January.
    2. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    3. Sterner, Thomas, 2007. "Fuel taxes: An important instrument for climate policy," Energy Policy, Elsevier, vol. 35(6), pages 3194-3202, June.
    4. Zhang, Yue-Jun & Peng, Hua-Rong & Liu, Zhao & Tan, Weiping, 2015. "Direct energy rebound effect for road passenger transport in China: A dynamic panel quantile regression approach," Energy Policy, Elsevier, vol. 87(C), pages 303-313.
    5. repec:aen:journl:2007v28-01-a02 is not listed on IDEAS
    6. Souhir Abbes & Julie Bulteau, 2018. "Growth in transport sector CO 2 emissions in Tunisia: an analysis using a bounds testing approach," International Journal of Global Energy Issues, Inderscience Enterprises Ltd, vol. 41(1/2/3/4), pages 176-197.
    7. Zervas, Efthimios, 2010. "Analysis of the CO2 emissions and of the other characteristics of the European market of new passenger cars. 2. Segment analysis," Energy Policy, Elsevier, vol. 38(10), pages 5426-5441, October.
    8. Timilsina, Govinda R. & Shrestha, Ashish, 2009. "Transport sector CO2 emissions growth in Asia: Underlying factors and policy options," Energy Policy, Elsevier, vol. 37(11), pages 4523-4539, November.
    9. Binder, Michael & Hsiao, Cheng & Pesaran, M. Hashem, 2005. "Estimation And Inference In Short Panel Vector Autoregressions With Unit Roots And Cointegration," Econometric Theory, Cambridge University Press, vol. 21(4), pages 795-837, August.
    10. N/A, 2011. "The UK economy," National Institute Economic Review, National Institute of Economic and Social Research, vol. 218(1), pages 3-3, October.
    11. Sorrell, Steve & Dimitropoulos, John, 2008. "The rebound effect: Microeconomic definitions, limitations and extensions," Ecological Economics, Elsevier, vol. 65(3), pages 636-649, April.
    12. Yan, Xiaoyu & Crookes, Roy J., 2009. "Reduction potentials of energy demand and GHG emissions in China's road transport sector," Energy Policy, Elsevier, vol. 37(2), pages 658-668, February.
    13. Huang, Bwo-Nung & Hwang, M.J. & Yang, C.W., 2008. "Causal relationship between energy consumption and GDP growth revisited: A dynamic panel data approach," Ecological Economics, Elsevier, vol. 67(1), pages 41-54, August.
    14. Marrero, Gustavo A., 2010. "Greenhouse gases emissions, growth and the energy mix in Europe," Energy Economics, Elsevier, vol. 32(6), pages 1356-1363, November.
    15. Ryan, Lisa & Ferreira, Susana & Convery, Frank, 2009. "The impact of fiscal and other measures on new passenger car sales and CO2 emissions intensity: Evidence from Europe," Energy Economics, Elsevier, vol. 31(3), pages 365-374, May.
    16. N/A, 2011. "The UK economy," National Institute Economic Review, National Institute of Economic and Social Research, vol. 216(1), pages 3-3, April.
    17. Baltagi, Badi H., 2015. "The Oxford Handbook of Panel Data," OUP Catalogue, Oxford University Press, number 9780199940042.
    18. Schipper, Lee, 2009. "Fuel economy, vehicle use and other factors affecting CO2 emissions from transport," Energy Policy, Elsevier, vol. 37(10), pages 3711-3713, October.
    19. A. Greening, Lorna & Greene, David L. & Difiglio, Carmen, 2000. "Energy efficiency and consumption -- the rebound effect -- a survey," Energy Policy, Elsevier, vol. 28(6-7), pages 389-401, June.
    20. West, Sarah E., 2004. "Distributional effects of alternative vehicle pollution control policies," Journal of Public Economics, Elsevier, vol. 88(3-4), pages 735-757, March.
    21. Frondel, Manuel & Ritter, Nolan & Vance, Colin, 2012. "Heterogeneity in the rebound effect: Further evidence for Germany," Energy Economics, Elsevier, vol. 34(2), pages 461-467.
    22. H. S. Houthakker & Philip K. Verleger & Dennis P. Sheehan, 1974. "Dynamic Demand Analyses for Gasoline and Residential Electricity," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 56(2), pages 412-418.
    23. Jeong, Suk Jae & Kim, Kyung Sup & Park, Jin-Won, 2009. "CO2 emissions change from the sales authorization of diesel passenger cars: Korean case study," Energy Policy, Elsevier, vol. 37(7), pages 2630-2638, July.
    24. Mark D. Partridge, 2005. "Does Income Distribution Affect U.S. State Economic Growth?," Journal of Regional Science, Wiley Blackwell, vol. 45(2), pages 363-394, May.
    25. Santos, Georgina, 2017. "Road fuel taxes in Europe: Do they internalize road transport externalities?," Transport Policy, Elsevier, vol. 53(C), pages 120-134.
    26. Tovar, Miguel A., 2011. "An integral evaluation of dieselisation policies for households' cars," Energy Policy, Elsevier, vol. 39(9), pages 5228-5242, September.
    27. David Roodman, 2009. "How to do xtabond2: An introduction to difference and system GMM in Stata," Stata Journal, StataCorp LLC, vol. 9(1), pages 86-136, March.
    28. Ishmael Ackah & Frank Adu, 2014. "Modelling Gasoline Demand in Ghana: A Structural Time Series Approach," International Journal of Energy Economics and Policy, Econjournals, vol. 4(1), pages 76-82.
    29. Zervas, Efthimios & Poulopoulos, Stavros & Philippopoulos, Constantinos, 2006. "CO2 emissions change from the introduction of diesel passenger cars: Case of Greece," Energy, Elsevier, vol. 31(14), pages 2915-2925.
    30. Siti Indati Mustapa & Hussain Ali Bekhet, 2015. "Investigating Factors Affecting CO2 Emissions in Malaysian Road Transport Sector," International Journal of Energy Economics and Policy, Econjournals, vol. 5(4), pages 1073-1083.
    31. Zervas, Efthimios, 2010. "Analysis of the CO2 emissions and of the other characteristics of the European market of new passenger cars. 1. Analysis of general data and analysis per country," Energy Policy, Elsevier, vol. 38(10), pages 5413-5425, October.
    32. Greene, David L., 2012. "Rebound 2007: Analysis of U.S. light-duty vehicle travel statistics," Energy Policy, Elsevier, vol. 41(C), pages 14-28.
    33. repec:aen:journl:1980v01-04-a02 is not listed on IDEAS
    34. Zervas, Efthimios, 2010. "Analysis of CO2 emissions and of the other characteristics of the European market of new passenger cars. 3. Brands analysis," Energy Policy, Elsevier, vol. 38(10), pages 5442-5456, October.
    35. Banerjee, Abhijit V & Duflo, Esther, 2003. "Inequality and Growth: What Can the Data Say?," Journal of Economic Growth, Springer, vol. 8(3), pages 267-299, September.
    36. Lu, I.J. & Lin, Sue J. & Lewis, Charles, 2007. "Decomposition and decoupling effects of carbon dioxide emission from highway transportation in Taiwan, Germany, Japan and South Korea," Energy Policy, Elsevier, vol. 35(6), pages 3226-3235, June.
    37. Zachariadis, Theodoros, 2006. "On the baseline evolution of automobile fuel economy in Europe," Energy Policy, Elsevier, vol. 34(14), pages 1773-1785, September.
    38. Badi H. Baltagi & Georges Bresson & James M. Griffin & Alain Pirotte, 2003. "Homogeneous, heterogeneous or shrinkage estimators? Some empirical evidence from French regional gasoline consumption," Empirical Economics, Springer, vol. 28(4), pages 795-811, November.
    39. Hickman, Robin & Banister, David, 2007. "Looking over the horizon: Transport and reduced CO2 emissions in the UK by 2030," Transport Policy, Elsevier, vol. 14(5), pages 377-387, September.
    40. Barro, Robert J, 2000. "Inequality and Growth in a Panel of Countries," Journal of Economic Growth, Springer, vol. 5(1), pages 5-32, March.
    41. Caselli, Francesco & Esquivel, Gerardo & Lefort, Fernando, 1996. "Reopening the Convergence Debate: A New Look at Cross-Country Growth Empirics," Journal of Economic Growth, Springer, vol. 1(3), pages 363-389, September.
    42. Kasman, Adnan & Duman, Yavuz Selman, 2015. "CO2 emissions, economic growth, energy consumption, trade and urbanization in new EU member and candidate countries: A panel data analysis," Economic Modelling, Elsevier, vol. 44(C), pages 97-103.
    43. Lee Schipper & Céline Marie-Lilliu & Lew Fulton, 2002. "Diesels in Europe: Analysis of Characteristics, Usage Patterns, Energy Savings and CO 2 Emission Implications," Journal of Transport Economics and Policy, University of Bath, vol. 36(2), pages 305-340, May.
    44. Saboori, Behnaz & Sapri, Maimunah & bin Baba, Maizan, 2014. "Economic growth, energy consumption and CO2 emissions in OECD (Organization for Economic Co-operation and Development)'s transport sector: A fully modified bi-directional relationship approach," Energy, Elsevier, vol. 66(C), pages 150-161.
    45. Bonilla, David, 2009. "Fuel demand on UK roads and dieselisation of fuel economy," Energy Policy, Elsevier, vol. 37(10), pages 3769-3778, October.
    46. Timilsina, Govinda R. & Shrestha, Ashish, 2009. "Why have CO2 emissions increased in the transport sector in Asia ? underlying factors and policy options," Policy Research Working Paper Series 5098, The World Bank.
    47. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    48. Zervas, Efthimios, 2006. "CO2 benefit from the increasing percentage of diesel passenger cars. Case of Ireland," Energy Policy, Elsevier, vol. 34(17), pages 2848-2857, November.
    49. González, Rosa Marina & Marrero, Gustavo A., 2012. "The effect of dieselization in passenger cars emissions for Spanish regions: 1998–2006," Energy Policy, Elsevier, vol. 51(C), pages 213-222.
    50. Pock, Markus, 2010. "Gasoline demand in Europe: New insights," Energy Economics, Elsevier, vol. 32(1), pages 54-62, January.
    51. Paul Ekins & Gabrial Anandarajah & Neil Strachan, 2011. "Towards a low-carbon economy: scenarios and policies for the UK," Climate Policy, Taylor & Francis Journals, vol. 11(2), pages 865-882, March.
    52. Begum, Rawshan Ara & Sohag, Kazi & Abdullah, Sharifah Mastura Syed & Jaafar, Mokhtar, 2015. "CO2 emissions, energy consumption, economic and population growth in Malaysia," Renewable and Sustainable Energy Reviews, Elsevier, vol. 41(C), pages 594-601.
    53. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    54. Windmeijer, Frank, 2005. "A finite sample correction for the variance of linear efficient two-step GMM estimators," Journal of Econometrics, Elsevier, vol. 126(1), pages 25-51, May.
    55. 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.
    56. Nazrul Islam, 1995. "Growth Empirics: A Panel Data Approach," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(4), pages 1127-1170.
    57. Fontaras, Georgios & Samaras, Zissis, 2007. "A quantitative analysis of the European Automakers' voluntary commitment to reduce CO2 emissions from new passenger cars based on independent experimental data," Energy Policy, Elsevier, vol. 35(4), pages 2239-2248, April.
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