IDEAS home Printed from https://ideas.repec.org/a/eee/tefoso/v144y2019icp421-427.html
   My bibliography  Save this article

The effect of traffic density on smog pollution: Evidence from Chinese cities

Author

Listed:
  • Xie, Rui
  • Wei, Dihan
  • Han, Feng
  • Lu, Yue
  • Fang, Jiayu
  • Liu, Yu
  • Wang, Junfeng

Abstract

Urban traffic congestion and smog pollution are critical urban development issues. In this study, the influencing mechanism of traffic density on smog pollution in cities is described from the perspectives of direct emissions, spatial agglomeration, and technology spillover effects. Based on an improved STIRPAT model, we examine a panel of 283 prefecture-level cities in China from 2003 to 2015 and find an inverted U-shaped relationship between traffic density and urban smog pollution in large and medium cities and no significant relationship in small cities. Furthermore, the traffic densities in large and medium cities are on the left side of the curve, so direct emissions remain important. The reduction in smog pollution caused by spatial agglomeration and technology spillovers is not sufficient to offset the increase caused by direct emissions. In advancing urbanization, the government should relax its household registration policy that restricts migration to large cities and should avoid any bias in its construction land distribution toward the mainland and small towns. By doing so, the government will further enhance the economic density and scale, shifting the traffic density to the right side of the inverted U-shaped curve so that spatial agglomeration and technology spillover effects can mitigate smog pollution.

Suggested Citation

  • Xie, Rui & Wei, Dihan & Han, Feng & Lu, Yue & Fang, Jiayu & Liu, Yu & Wang, Junfeng, 2019. "The effect of traffic density on smog pollution: Evidence from Chinese cities," Technological Forecasting and Social Change, Elsevier, vol. 144(C), pages 421-427.
  • Handle: RePEc:eee:tefoso:v:144:y:2019:i:c:p:421-427
    DOI: 10.1016/j.techfore.2018.04.023
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0040162517310636
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.techfore.2018.04.023?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Lucas W. Davis, 2008. "The Effect of Driving Restrictions on Air Quality in Mexico City," Journal of Political Economy, University of Chicago Press, vol. 116(1), pages 38-81, February.
    2. Chen, Yuyu & Jin, Ginger Zhe & Kumar, Naresh & Shi, Guang, 2013. "The promise of Beijing: Evaluating the impact of the 2008 Olympic Games on air quality," Journal of Environmental Economics and Management, Elsevier, vol. 66(3), pages 424-443.
    3. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    4. Viard, V. Brian & Fu, Shihe, 2015. "The effect of Beijing's driving restrictions on pollution and economic activity," Journal of Public Economics, Elsevier, vol. 125(C), pages 98-115.
    5. Eskeland, Gunnar S & Feyzioglu, Tarhan, 1997. "Rationing Can Backfire: The "Day without a Car" in Mexico City," The World Bank Economic Review, World Bank, vol. 11(3), pages 383-408, September.
    6. Yihsu Chen & Alexander Whalley, 2012. "Green Infrastructure: The Effects of Urban Rail Transit on Air Quality," American Economic Journal: Economic Policy, American Economic Association, vol. 4(1), pages 58-97, February.
    7. Glaeser, Edward L. & Kahn, Matthew E., 2004. "Sprawl and urban growth," Handbook of Regional and Urban Economics, in: J. V. Henderson & J. F. Thisse (ed.), Handbook of Regional and Urban Economics, edition 1, volume 4, chapter 56, pages 2481-2527, Elsevier.
    8. Cletus C. Coughlin & Eran Segev, 2000. "Foreign Direct Investment in China: A Spatial Econometric Study," The World Economy, Wiley Blackwell, vol. 23(1), pages 1-23, January.
    9. York, Richard & Rosa, Eugene A. & Dietz, Thomas, 2003. "STIRPAT, IPAT and ImPACT: analytic tools for unpacking the driving forces of environmental impacts," Ecological Economics, Elsevier, vol. 46(3), pages 351-365, October.
    10. Shahbaz, muhammad & Solarin, Sakiru Adebola & Sbia, Rashid & Bibi, Sadia, 2015. "Does Energy Intensity Contribute to CO2 Emissions? A Trivariate Analysis in Selected African Countries," MPRA Paper 64335, University Library of Munich, Germany, revised 19 Mar 2015.
    11. Xie, Rui & Fang, Jiayu & Liu, Cenjie, 2017. "The effects of transportation infrastructure on urban carbon emissions," Applied Energy, Elsevier, vol. 196(C), pages 199-207.
    12. Song, Malin & Song, Yaqing & An, Qingxian & Yu, Huayin, 2013. "Review of environmental efficiency and its influencing factors in China: 1998–2009," Renewable and Sustainable Energy Reviews, Elsevier, vol. 20(C), pages 8-14.
    13. Song, Malin & Zheng, Wanping & Wang, Zeya, 2016. "Environmental efficiency and energy consumption of highway transportation systems in China," International Journal of Production Economics, Elsevier, vol. 181(PB), pages 441-449.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Chen, Xu & Xu, Huilin & Zhang, Liang & Cao, Huiping, 2022. "Spatial functional division, infrastructure and carbon emissions: Evidence from China," Energy, Elsevier, vol. 256(C).
    2. Zhichun Yu & Yanjiao Wan, 2023. "Can the Growth of the Digital Economy Be Beneficial for Urban Decarbonization? A Study from Chinese Cities," Sustainability, MDPI, vol. 15(3), pages 1-21, January.
    3. Xu, Chen & Bin, Qiu & Shaoqin, Sun, 2021. "Polycentric spatial structure and energy efficiency: Evidence from China's provincial panel data," Energy Policy, Elsevier, vol. 149(C).
    4. Beibei Zhang & Sheng Wu & Shifen Cheng & Feng Lu & Peng Peng, 2019. "Spatial Characteristics and Factor Analysis of Pollution Emission from Heavy-Duty Diesel Trucks in the Beijing–Tianjin–Hebei Region, China," IJERPH, MDPI, vol. 16(24), pages 1-16, December.
    5. Li Li & Peng Deng & Jun Wang & Zixuan Wang & Junwei Sun, 2021. "Retrospect and Outlook of Research on Regional Haze Pollution in China: A Systematic Literature Review," IJERPH, MDPI, vol. 18(21), pages 1-27, November.
    6. Hao, Yu & Guo, Yunxia & Li, Suixin & Luo, Shiyue & Jiang, Xueting & Shen, Zhiyang & Wu, Haitao, 2022. "Towards achieving the sustainable development goal of industry: How does industrial agglomeration affect air pollution?," Innovation and Green Development, Elsevier, vol. 1(1).
    7. Feng Han & Min Huang, 2022. "Land Misallocation and Carbon Emissions: Evidence from China," Land, MDPI, vol. 11(8), pages 1-30, July.
    8. Fang, Jiayu & Tang, Xue & Xie, Rui & Han, Feng, 2020. "The effect of manufacturing agglomerations on smog pollution," Structural Change and Economic Dynamics, Elsevier, vol. 54(C), pages 92-101.
    9. Gao, Kang & Yuan, Yijun, 2021. "The effect of innovation-driven development on pollution reduction: Empirical evidence from a quasi-natural experiment in China," Technological Forecasting and Social Change, Elsevier, vol. 172(C).
    10. Lin, Boqiang & Ma, Ruiyang, 2022. "Green technology innovations, urban innovation environment and CO2 emission reduction in China: Fresh evidence from a partially linear functional-coefficient panel model," Technological Forecasting and Social Change, Elsevier, vol. 176(C).
    11. Lin, Boqiang & Xu, Chongchong, 2024. "Enhancing energy-environmental performance through industrial intelligence: Insights from Chinese prefectural-level cities," Applied Energy, Elsevier, vol. 365(C).
    12. Xie, Rui & Fu, Wei & Yao, Siling & Zhang, Qi, 2021. "Effects of financial agglomeration on green total factor productivity in Chinese cities: Insights from an empirical spatial Durbin model," Energy Economics, Elsevier, vol. 101(C).
    13. Wenyi Yang & Xueli Wang & Keke Zhang & Zikan Ke, 2020. "COVID-19, Urbanization Pattern and Economic Recovery: An Analysis of Hubei, China," IJERPH, MDPI, vol. 17(24), pages 1-21, December.
    14. Huang, Guobin & Zhang, Jie & Yu, Jian & Shi, Xunpeng, 2020. "Impact of transportation infrastructure on industrial pollution in Chinese cities: A spatial econometric analysis," Energy Economics, Elsevier, vol. 92(C).
    15. Yuan Shi & Alexis Kai-Hon Lau & Edward Ng & Hung-Chak Ho & Muhammad Bilal, 2021. "A Multiscale Land Use Regression Approach for Estimating Intraurban Spatial Variability of PM 2.5 Concentration by Integrating Multisource Datasets," IJERPH, MDPI, vol. 19(1), pages 1-16, December.
    16. Huang, Xiaoling & Tian, Peng, 2023. "Polluting thy neighbor or benefiting thy neighbor: Effects of the clean energy development on haze pollution in China," Energy, Elsevier, vol. 268(C).
    17. Edyta Bielińska-Dusza & Monika Hamerska & Agnieszka Żak, 2021. "Sustainable Mobility and the Smart City: A Vision of the City of the Future: The Case Study of Cracow (Poland)," Energies, MDPI, vol. 14(23), pages 1-25, November.
    18. Xiaole Wang & Feng Dong & Yuling Pan & Yajie Liu, 2022. "Transport Infrastructure, High-Quality Development and Industrial Pollution: Fresh Evidence from China," IJERPH, MDPI, vol. 19(15), pages 1-24, August.
    19. Chen, Xu & Chen, Xueli & Song, Malin, 2021. "Polycentric agglomeration, market integration and green economic efficiency," Structural Change and Economic Dynamics, Elsevier, vol. 59(C), pages 185-197.
    20. Zhang, Jinning & Wang, Jianlong & Yang, Xiaodong & Ren, Siyu & Ran, Qiying & Hao, Yu, 2021. "Does local government competition aggravate haze pollution? A new perspective of factor market distortion," Socio-Economic Planning Sciences, Elsevier, vol. 76(C).
    21. Ai, Hongshan & Wang, Mengyuan & Zhang, Yue-Jun & Zhu, Tian-Tian, 2022. "How does air pollution affect urban innovation capability? Evidence from 281 cities in China," Structural Change and Economic Dynamics, Elsevier, vol. 61(C), pages 166-178.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Claudia N. Berg & Uwe Deichmann & Yishen Liu & Harris Selod, 2017. "Transport Policies and Development," Journal of Development Studies, Taylor & Francis Journals, vol. 53(4), pages 465-480, April.
    2. Li, Shanjun & Liu, Yanyan & Purevjav, Avralt-Od & Yang, Lin, 2019. "Does subway expansion improve air quality?," Journal of Environmental Economics and Management, Elsevier, vol. 96(C), pages 213-235.
    3. Carrillo, Paul E. & Lopez-Luzuriaga, Andrea & Malik, Arun S., 2018. "Pollution or crime: The effect of driving restrictions on criminal activity," Journal of Public Economics, Elsevier, vol. 164(C), pages 50-69.
    4. Viard, V. Brian & Fu, Shihe, 2015. "The effect of Beijing's driving restrictions on pollution and economic activity," Journal of Public Economics, Elsevier, vol. 125(C), pages 98-115.
    5. Fu, Shihe & Gu, Yizhen, 2017. "Highway toll and air pollution: Evidence from Chinese cities," Journal of Environmental Economics and Management, Elsevier, vol. 83(C), pages 32-49.
    6. Rivera, Nathaly M., 2017. "The Effectiveness of Temporary Driving Restrictions: Evidence from Air Pollution, Vehicle Flows, and Mass-Transit Users in Santiago," 2017 Annual Meeting, July 30-August 1, Chicago, Illinois 259182, Agricultural and Applied Economics Association.
    7. Paul E. Carrillo & Arun S. Malik & Yiseon Yoo, 2016. "Driving restrictions that work? Quito's Pico y Placa Program," Canadian Journal of Economics, Canadian Economics Association, vol. 49(4), pages 1536-1568, November.
    8. Zhang, Wei & Lin Lawell, C.-Y. Cynthia & Umanskaya, Victoria I., 2017. "The effects of license plate-based driving restrictions on air quality: Theory and empirical evidence," Journal of Environmental Economics and Management, Elsevier, vol. 82(C), pages 181-220.
    9. Zhu, Junming & Wang, Jiali, 2021. "The effects of fuel content regulation at ports on regional pollution and shipping industry," Journal of Environmental Economics and Management, Elsevier, vol. 106(C).
    10. Rivera, Nathaly M., 2021. "Air quality warnings and temporary driving bans: Evidence from air pollution, car trips, and mass-transit ridership in Santiago," Journal of Environmental Economics and Management, Elsevier, vol. 108(C).
    11. Rhiannon Jerch & Panle Jia Barwick & Shanjun Li & Jing Wu, 2020. "Road Rationing Policies and Housing Markets," DETU Working Papers 2004, Department of Economics, Temple University.
    12. Sarmiento, Luis & Wägner, Nicole & Zaklan, Aleksandar, 2021. "Effectiveness, Spillovers, and Well-Being Effects of Driving Restriction Policies," RFF Working Paper Series 21-13, Resources for the Future.
    13. Fengyu Cheng & Jianping Liao & Kenichiro Soyano & Feiling Lu, 2023. "The Impact of Automobile Purchase Restriction on Urban Air Quality: Experimental Evidence from Beijing, China," Journal of Economic Statistics, Anser Press, vol. 1(1), pages 109-124, February.
    14. Xueying Lu, 2016. "Effectiveness of government enforcement in driving restrictions: a case in Beijing, China," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 18(1), pages 63-92, January.
    15. Ying Wang & Jing Tao & Rong Wang & Chuanmin Mi, 2020. "Can the New Subway Line Openings Mitigate PM10 Concentration? Evidence from Chinese Cities Based on the PSM-DID Method," IJERPH, MDPI, vol. 17(13), pages 1-19, June.
    16. Han, Qing & Liu, Ying & Lu, Zilong, 2020. "Temporary driving restrictions, air pollution, and contemporaneous health: Evidence from China," Regional Science and Urban Economics, Elsevier, vol. 84(C).
    17. Meina Zheng & Xiucheng Guo & Feng Liu & Jiayan Shen, 2021. "Contribution of Subway Expansions to Air Quality Improvement and the Corresponding Health Implications in Nanjing, China," IJERPH, MDPI, vol. 18(3), pages 1-19, January.
    18. Arcila, Andres & Chen, Tao & Lu, Xiaolan, 2018. "The effectiveness of consumption tax on the reduction of car pollution in China," CLEF Working Paper Series 15, Canadian Labour Economics Forum (CLEF), University of Waterloo.
    19. Zhang, Linling & Long, Ruyin & Chen, Hong, 2019. "Do car restriction policies effectively promote the development of public transport?," World Development, Elsevier, vol. 119(C), pages 100-110.
    20. Dang, Hai-Anh H. & Trinh, Trong-Anh, 2021. "Does the COVID-19 lockdown improve global air quality? New cross-national evidence on its unintended consequences," Journal of Environmental Economics and Management, Elsevier, vol. 105(C).

    More about this item

    Keywords

    Traffic density; Urban smog pollution; PM2.5; STIRPAT model;
    All these keywords.

    JEL classification:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:tefoso:v:144:y:2019:i:c:p:421-427. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.sciencedirect.com/science/journal/00401625 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.