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Unequal ‘drivers’: On the inequality of mobility emissions in Germany

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  • Klein, Franziska
  • Taconet, Nicolas

Abstract

Transportation and mobility patterns contribute to greenhouse gas emissions. Understanding the drivers of these emissions, particularly for high emitters, is key to designing appropriate climate and mobility policies. In this article, we study the distribution of emissions from mobility in Germany and their drivers. We use a 2017 nation-wide mobility survey to calculate the carbon footprint of individuals associated with day-to-day and long-distance travels. We use quantile regression to investigate both socio-economic and attitudinal drivers of emissions across different categories of emitters, and for different mobility types. We discuss our results with respect to previous findings in the literature. Overall, we find that the top 10% of emitters are responsible for 51% of total emissions, and for 80% of emissions from long-distance travel. The statistical analysis reveals strong differences regarding the contribution of socio-economic drivers such as income or location at different levels of emissions. Attitudes towards different transportation modes also strongly correlate with differences in mobility behaviours.

Suggested Citation

  • Klein, Franziska & Taconet, Nicolas, 2024. "Unequal ‘drivers’: On the inequality of mobility emissions in Germany," Energy Economics, Elsevier, vol. 136(C).
    • Handle: RePEc:eee:eneeco:v:136:y:2024:i:c:s0140988324003384
    DOI: 10.1016/j.eneco.2024.107630
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    1. Roger Koenker, 2017. "Quantile Regression: 40 Years On," Annual Review of Economics, Annual Reviews, vol. 9(1), pages 155-176, September.
    2. van Wee, Bert & De Vos, Jonas & Maat, Kees, 2019. "Impacts of the built environment and travel behaviour on attitudes: Theories underpinning the reverse causality hypothesis," Journal of Transport Geography, Elsevier, vol. 80(C).
    3. Bruderer Enzler, Heidi, 2017. "Air travel for private purposes. An analysis of airport access, income and environmental concern in Switzerland," Journal of Transport Geography, Elsevier, vol. 61(C), pages 1-8.
    4. Cristina Pronello & Jean-Baptiste Gaborieau, 2018. "Engaging in Pro-Environment Travel Behaviour Research from a Psycho-Social Perspective: A Review of Behavioural Variables and Theories," Sustainability, MDPI, vol. 10(7), pages 1-22, July.
    5. Ory, David T. & Mokhtarian, Patricia L., 2005. "When is getting there half the fun? Modeling the liking for travel," Transportation Research Part A: Policy and Practice, Elsevier, vol. 39(2-3), pages 97-123.
    6. Leroutier, Marion & Quirion, Philippe, 2022. "Air pollution and CO2 from daily mobility: Who emits and Why? Evidence from Paris," Energy Economics, Elsevier, vol. 109(C).
    7. Zhan Zhao & Jinhua Zhao, 2020. "Car pride and its behavioral implications: an exploration in Shanghai," Transportation, Springer, vol. 47(2), pages 793-810, April.
    8. Bel, Germà & Rosell, Jordi, 2017. "The impact of socioeconomic characteristics on CO2 emissions associated with urban mobility: Inequality across individuals," Energy Economics, Elsevier, vol. 64(C), pages 251-261.
    9. Boarnet, Marlon & Crane, Randall, 2001. "The influence of land use on travel behavior: specification and estimation strategies," Transportation Research Part A: Policy and Practice, Elsevier, vol. 35(9), pages 823-845, November.
    10. Prillwitz, Jan & Barr, Stewart, 2011. "Moving towards sustainability? Mobility styles, attitudes and individual travel behaviour," Journal of Transport Geography, Elsevier, vol. 19(6), pages 1590-1600.
    11. Druckman, Angela & Buck, Ian & Hayward, Bronwyn & Jackson, Tim, 2012. "Time, gender and carbon: A study of the carbon implications of British adults' use of time," Ecological Economics, Elsevier, vol. 84(C), pages 153-163.
    12. Büchs, Milena & Schnepf, Sylke V., 2013. "Who emits most? Associations between socio-economic factors and UK households' home energy, transport, indirect and total CO2 emissions," Ecological Economics, Elsevier, vol. 90(C), pages 114-123.
    13. Hoffmann, Christin & Abraham, Charles & White, Mathew P. & Skippon, Stephen M., 2020. "Ambivalent about travel mode choice? A qualitative investigation of car user and non-car user attitudes," Transportation Research Part A: Policy and Practice, Elsevier, vol. 141(C), pages 323-338.
    14. Giulio Mattioli & Craig Morton & Joachim Scheiner, 2021. "Air Travel and Urbanity: The Role of Migration, Social Networks, Airport Accessibility, and ‘Rebound’," Urban Planning, Cogitatio Press, vol. 6(2), pages 232-245.
    15. Pronello, Cristina & Camusso, Cristian, 2011. "Travellers’ profiles definition using statistical multivariate analysis of attitudinal variables," Journal of Transport Geography, Elsevier, vol. 19(6), pages 1294-1308.
    16. Roger Koenker & Kevin F. Hallock, 2001. "Quantile Regression," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 143-156, Fall.
    17. Böhler, Susanne & Grischkat, Sylvie & Haustein, Sonja & Hunecke, Marcel, 2006. "Encouraging environmentally sustainable holiday travel," Transportation Research Part A: Policy and Practice, Elsevier, vol. 40(8), pages 652-670, October.
    18. Große, Juliane & Olafsson, Anton Stahl & Carstensen, Trine Agervig & Fertner, Christian, 2018. "Exploring the role of daily “modality styles” and urban structure in holidays and longer weekend trips: Travel behaviour of urban and peri-urban residents in Greater Copenhagen," Journal of Transport Geography, Elsevier, vol. 69(C), pages 138-149.
    19. Brand, Christian & Goodman, Anna & Rutter, Harry & Song, Yena & Ogilvie, David, 2013. "Associations of individual, household and environmental characteristics with carbon dioxide emissions from motorised passenger travel," Applied Energy, Elsevier, vol. 104(C), pages 158-169.
    20. Sonja Haustein, 2012. "Mobility behavior of the elderly: an attitude-based segmentation approach for a heterogeneous target group," Transportation, Springer, vol. 39(6), pages 1079-1103, November.
    21. Smetschka, Barbara & Wiedenhofer, Dominik & Egger, Claudine & Haselsteiner, Edeltraud & Moran, Daniel & Gaube, Veronika, 2019. "Time Matters: The Carbon Footprint of Everyday Activities in Austria," Ecological Economics, Elsevier, vol. 164(C), pages 1-1.
    22. Roger Koenker, 2017. "Quantile regression 40 years on," CeMMAP working papers 36/17, Institute for Fiscal Studies.
    23. Ottelin, Juudit & Heinonen, Jukka & Junnila, Seppo, 2014. "Greenhouse gas emissions from flying can offset the gain from reduced driving in dense urban areas," Journal of Transport Geography, Elsevier, vol. 41(C), pages 1-9.
    24. Michał Czepkiewicz & Áróra Árnadóttir & Jukka Heinonen, 2019. "Flights Dominate Travel Emissions of Young Urbanites," Sustainability, MDPI, vol. 11(22), pages 1-35, November.
    25. Anable, Jillian, 2005. "'Complacent Car Addicts' or 'Aspiring Environmentalists'? Identifying travel behaviour segments using attitude theory," Transport Policy, Elsevier, vol. 12(1), pages 65-78, January.
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