IDEAS home Printed from https://ideas.repec.org/a/eee/energy/v302y2024ics0360544224015585.html
   My bibliography  Save this article

The heterogeneous effects of transportation infrastructure on trade-embodied CO2 transfer: A multi-scale perspective

Author

Listed:
  • Lu, Cheng
  • Du, Qiang

Abstract

This paper investigates the heterogeneous impact of transportation infrastructure on trade-embodied CO2 emission (TEC) transfer. First, a multi-scale input-output (MSIO) model is developed to analyze the TEC from 31 Chinese provinces to 64 Belt and Road Initiative (BRI) countries. Then, the panel quantile regression and Markov Chain Monte Carlo optimization methods are applied to estimate the impact of transportation infrastructure on TEC, taking into account the provincial heterogeneity. The main results are as follows: (1) The TEC of China's exports to BRI countries amounted to 311.01 Mt CO2 annually from 2012 to 2016, with significant variations in TEC characteristics among different Chinese provinces. (2) China's transportation infrastructure network density (TID) predominantly exhibited a negative impact on exported TEC across various quantiles. Specifically, a 1% increase in TID was associated with a decrease in TEC ranging from approximately 0.25% to 3.99%. (3) As quantiles increased, the impact of transportation-converted turnover in China on TEC also rose, with a range of 0.66% to 0.94%. This study identifies the crucial regions and sectors of TEC from a ‘provincial-national-global’ multi-scale perspective, and implies that strengthening the construction of transportation infrastructure may improve the marginal effect of industrial structure transformation and environmental improvement brought about by trade activity.

Suggested Citation

  • Lu, Cheng & Du, Qiang, 2024. "The heterogeneous effects of transportation infrastructure on trade-embodied CO2 transfer: A multi-scale perspective," Energy, Elsevier, vol. 302(C).
  • Handle: RePEc:eee:energy:v:302:y:2024:i:c:s0360544224015585
    DOI: 10.1016/j.energy.2024.131785
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0360544224015585
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.energy.2024.131785?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. Emodi, Nnaemeka Vincent & Inekwe, John Nkwoma & Zakari, Abdulrasheed, 2022. "Transport infrastructure, CO2 emissions, mortality, and life expectancy in the Global South," Transport Policy, Elsevier, vol. 128(C), pages 243-253.
    2. Fan, Xiaojia & Wu, Sanmang & Li, Shantong, 2019. "Spatial-temporal analysis of carbon emissions embodied in interprovincial trade and optimization strategies: A case study of Hebei, China," Energy, Elsevier, vol. 185(C), pages 1235-1249.
    3. Machado, José A.F. & Santos Silva, J.M.C., 2019. "Quantiles via moments," Journal of Econometrics, Elsevier, vol. 213(1), pages 145-173.
    4. Zhong, Zhangqi & Jiang, Lei & Zhou, Peng, 2018. "Transnational transfer of carbon emissions embodied in trade: Characteristics and determinants from a spatial perspective," Energy, Elsevier, vol. 147(C), pages 858-875.
    5. Ivan A. Canay, 2011. "A simple approach to quantile regression for panel data," Econometrics Journal, Royal Economic Society, vol. 14(3), pages 368-386, October.
    6. Zheng, Shuxian & Zhou, Xuanru & Tan, Zhanglu & Liu, Chan & Hu, Han & Yuan, Hui & Peng, Shengnan & Cai, Xiaomei, 2023. "Assessment of the global energy transition: Based on trade embodied energy analysis," Energy, Elsevier, vol. 273(C).
    7. Sheu, Jiuh Biing & Kundu, Tanmoy, 2018. "Forecasting time-varying logistics distribution flows in the One Belt-One Road strategic context," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 117(C), pages 5-22.
    8. Mui-Yin Chin & Sheue-Li Ong & Chew-Keong Wai & Yee-Qin Kon, 2021. "The role of infrastructure on economic growth in belt and road participating countries," Journal of Chinese Economic and Foreign Trade Studies, Emerald Group Publishing Limited, vol. 14(2), pages 169-186, February.
    9. Xu, Dongxiao & Zhang, Yan & Chen, Bin & Bai, Junhong & Liu, Gengyuan & Zhang, Boyu, 2022. "Identifying the critical paths and sectors for carbon transfers driven by global consumption in 2015," Applied Energy, Elsevier, vol. 306(PB).
    10. Shepherd, Ben & B. Serafica, Ramonette, 2011. "The Trade Impact of Enhanced Multimodal Connectivity in the Asia-Pacific Region," Journal of Economic Integration, Center for Economic Integration, Sejong University, vol. 26, pages 624-650.
    11. Wiedmann, Thomas, 2009. "A review of recent multi-region input-output models used for consumption-based emission and resource accounting," Ecological Economics, Elsevier, vol. 69(2), pages 211-222, December.
    12. Chen, Xu & Xu, Huilin & Zhang, Liang & Cao, Huiping, 2022. "Spatial functional division, infrastructure and carbon emissions: Evidence from China," Energy, Elsevier, vol. 256(C).
    13. Liu, Zhigao & Schindler, Seth & Liu, Weidong, 2020. "Demystifying Chinese overseas investment in infrastructure: Port development, the Belt and Road Initiative and regional development," Journal of Transport Geography, Elsevier, vol. 87(C).
    14. 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.
    15. Lu, Qinli & Fang, Kai & Heijungs, Reinout & Feng, Kuishuang & Li, Jiashuo & Wen, Qi & Li, Yanmei & Huang, Xianjin, 2020. "Imbalance and drivers of carbon emissions embodied in trade along the Belt and Road Initiative," Applied Energy, Elsevier, vol. 280(C).
    16. Muhammad, Sulaman & Long, Xingle & Salman, Muhammad & Dauda, Lamini, 2020. "Effect of urbanization and international trade on CO2 emissions across 65 belt and road initiative countries," Energy, Elsevier, vol. 196(C).
    17. Wang, Shaojian & Liu, Xiaoping & Zhou, Chunshan & Hu, Jincan & Ou, Jinpei, 2017. "Examining the impacts of socioeconomic factors, urban form, and transportation networks on CO2 emissions in China’s megacities," Applied Energy, Elsevier, vol. 185(P1), pages 189-200.
    18. Shan, Yuli & Liu, Jianghua & Liu, Zhu & Xu, Xinwanghao & Shao, Shuai & Wang, Peng & Guan, Dabo, 2016. "New provincial CO2 emission inventories in China based on apparent energy consumption data and updated emission factors," Applied Energy, Elsevier, vol. 184(C), pages 742-750.
    19. Zhan-Ming Chen & Stephanie Ohshita & Manfred Lenzen & Thomas Wiedmann & Magnus Jiborn & Bin Chen & Leo Lester & Dabo Guan & Jing Meng & Shiyun Xu & Guoqian Chen & Xinye Zheng & JinJun Xue & Ahmed Alsa, 2018. "Consumption-based greenhouse gas emissions accounting with capital stock change highlights dynamics of fast-developing countries," Nature Communications, Nature, vol. 9(1), pages 1-9, December.
    20. Bellora, Cecilia & Fontagné, Lionel, 2023. "EU in search of a Carbon Border Adjustment Mechanism," Energy Economics, Elsevier, vol. 123(C).
    21. Salisu, Afees A. & Adediran, Idris A., 2019. "Assessing the inflation hedging potential of coal and iron ore in Australia," Resources Policy, Elsevier, vol. 63(C), pages 1-1.
    22. Cui, Lian-Biao & Peng, Pan & Zhu, Lei, 2015. "Embodied energy, export policy adjustment and China's sustainable development: A multi-regional input-output analysis," Energy, Elsevier, vol. 82(C), pages 457-467.
    23. Lin, Weiqiang, 2019. "Transport geography and geopolitics: Visions, rules and militarism in China's Belt and Road Initiative and beyond," Journal of Transport Geography, Elsevier, vol. 81(C).
    24. Han, M.Y. & Chen, G.Q. & Dunford, M., 2019. "Land use balance for urban economy: A multi-scale and multi-type perspective," Land Use Policy, Elsevier, vol. 83(C), pages 323-333.
    25. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    26. Tang, Miaohan & Hong, Jingke & Liu, Guiwen & Shen, Geoffrey Qiping, 2019. "Exploring energy flows embodied in China's economy from the regional and sectoral perspectives via combination of multi-regional input–output analysis and a complex network approach," Energy, Elsevier, vol. 170(C), pages 1191-1201.
    27. Huang, Yiping, 2016. "Understanding China's Belt & Road Initiative: Motivation, framework and assessment," China Economic Review, Elsevier, vol. 40(C), pages 314-321.
    28. Jiang, Lei & He, Shixiong & Tian, Xi & Zhang, Bo & Zhou, Haifeng, 2020. "Energy use embodied in international trade of 39 countries: Spatial transfer patterns and driving factors," Energy, Elsevier, vol. 195(C).
    29. Haitao Zheng & Jie Hu & Shanshan Wang & Huiwen Wang, 2019. "Examining the influencing factors of CO2 emissions at city level via panel quantile regression: evidence from 102 Chinese cities," Applied Economics, Taylor & Francis Journals, vol. 51(35), pages 3906-3919, July.
    30. repec:hal:cesptp:halshs-04331408 is not listed on IDEAS
    31. Xu, Bin & Lin, Boqiang, 2020. "Investigating drivers of CO2 emission in China’s heavy industry: A quantile regression analysis," Energy, Elsevier, vol. 206(C).
    32. Deng, Guangyao & Xu, Yan, 2017. "Accounting and structure decomposition analysis of embodied carbon trade: A global perspective," Energy, Elsevier, vol. 137(C), pages 140-151.
    33. Wang, Xin & Yang, Jianxun & Zhou, Qi & Liu, Miaomiao & Bi, Jun, 2022. "Mapping the exchange between embodied economic benefits and CO2 emissions among Belt and Road Initiative countries," Applied Energy, Elsevier, vol. 307(C).
    34. Saidi, Samir & Shahbaz, Muhammad & Akhtar, Pervaiz, 2018. "The long-run relationships between transport energy consumption, transport infrastructure, and economic growth in MENA countries," Transportation Research Part A: Policy and Practice, Elsevier, vol. 111(C), pages 78-95.
    Full references (including those not matched with items on IDEAS)

    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. Awan, Ashar & Alnour, Mohammed & Jahanger, Atif & Onwe, Joshua Chukwuma, 2022. "Do technological innovation and urbanization mitigate carbon dioxide emissions from the transport sector?," Technology in Society, Elsevier, vol. 71(C).
    2. Song, Xiaoxin & Li, Rongrong, 2023. "Tracing and excavating critical paths and sectors for embodied energy consumption in global supply chains: A case study of China," Energy, Elsevier, vol. 284(C).
    3. Lin, Zekun & Meng, Fanxin & Wang, Dongfang & Liao, Danqi & Sun, Yutong & Hou, Jiaqi & Liu, Gengyuan & Giannetti, Biagio Fernando & Agostinho, Feni & Almeida, Cecília M.V.B., 2023. "Unfolding carbon inequality across Belt and Road Initiative countries and regions under a global trade network," Ecological Modelling, Elsevier, vol. 482(C).
    4. Ibrahim Mohamed Ali Ali & Imed Attiaoui & Rabeh Khalfaoui & Aviral Kumar Tiwari, 2022. "The Effect of Urbanization and Industrialization on Income Inequality: An Analysis Based on the Method of Moments Quantile Regression," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 161(1), pages 29-50, May.
    5. Galina Besstremyannaya & Sergei Golovan, 2023. "Measuring heterogeneity in hospital productivity: a quantile regression approach," Journal of Productivity Analysis, Springer, vol. 59(1), pages 15-43, February.
    6. Chien, Fengsheng & Anwar, Ahsan & Hsu, Ching-Chi & Sharif, Arshian & Razzaq, Asif & Sinha, Avik, 2021. "The role of information and communication technology in encountering environmental degradation: Proposing an SDG framework for the BRICS countries," Technology in Society, Elsevier, vol. 65(C).
    7. Wang, Chao & Lim, Ming K. & Zhang, Xinyi & Zhao, Longfeng & Lee, Paul Tae-Woo, 2020. "Railway and road infrastructure in the Belt and Road Initiative countries: Estimating the impact of transport infrastructure on economic growth," Transportation Research Part A: Policy and Practice, Elsevier, vol. 134(C), pages 288-307.
    8. Jinghan Chen & Wen Zhou & Hongtao Yang, 2019. "Is Embodied Energy a Better Starting Point for Solving Energy Security Issues?—Based on an Overview of Embodied Energy-Related Research," Sustainability, MDPI, vol. 11(16), pages 1-22, August.
    9. Panagiotidis, Theodore & Printzis, Panagiotis, 2021. "Investment and uncertainty: Are large firms different from small ones?," Journal of Economic Behavior & Organization, Elsevier, vol. 184(C), pages 302-317.
    10. Talan, Amogh & Rao, Amar & Sharma, Gagan Deep & Apostu, Simona-Andreea & Abbas, Shujaat, 2023. "Transition towards clean energy consumption in G7: Can financial sector, ICT and democracy help?," Resources Policy, Elsevier, vol. 82(C).
    11. Khan, Yasir & Hassan, Taimoor & Guiqin, Huang & Nabi, Ghulam, 2023. "Analyzing the impact of natural resources and rule of law on sustainable environment: A proposed policy framework for BRICS economies," Resources Policy, Elsevier, vol. 86(PA).
    12. Boikos, Spyridon & Panagiotidis, Theodore & Voucharas, Georgios, 2022. "Financial development, reforms and growth," Economic Modelling, Elsevier, vol. 108(C).
    13. Jorge E. Galán, 2020. "The benefits are at the tail: uncovering the impact of macroprudential policy on growth-at-risk," Working Papers 2007, Banco de España.
    14. Tilov, Ivan & Weber, Sylvain, 2023. "Heterogeneity in price elasticity of vehicle kilometers traveled: Evidence from micro-level panel data," Energy Economics, Elsevier, vol. 127(PA).
    15. Shahbaz, Muhammad & Nwani, Chinazaekpere & Bekun, Festus Victor & Gyamfi, Bright Akwasi & Agozie, Divine Q., 2022. "Discerning the role of renewable energy and energy efficiency in finding the path to cleaner consumption and production patterns: New insights from developing economies," Energy, Elsevier, vol. 260(C).
    16. Michael Haylock, 2022. "Distributional differences in the time horizon of executive compensation," Empirical Economics, Springer, vol. 62(1), pages 157-186, January.
    17. Ahmad, Mahmood & Peng, Tao & Awan, Ashar & Ahmed, Zahoor, 2023. "Policy framework considering resource curse, renewable energy transition, and institutional issues: Fostering sustainable development and sustainable natural resource consumption practices," Resources Policy, Elsevier, vol. 86(PB).
    18. Razzaq, Asif & Ajaz, Tahseen & Li, Jing Claire & Irfan, Muhammad & Suksatan, Wanich, 2021. "Investigating the asymmetric linkages between infrastructure development, green innovation, and consumption-based material footprint: Novel empirical estimations from highly resource-consuming economi," Resources Policy, Elsevier, vol. 74(C).
    19. Bilgili, Faik & Soykan, Erkan & Dumrul, Cüneyt & Awan, Ashar & Önderol, Seyit & Khan, Kamran, 2023. "Disaggregating the impact of natural resource rents on environmental sustainability in the MENA region: A quantile regression analysis," Resources Policy, Elsevier, vol. 85(PA).
    20. Meng Lingyan & Ze Zhao & Haider Ali Malik & Asif Razzaq & Hui An & Marria Hassan, 2022. "Asymmetric impact of fiscal decentralization and environmental innovation on carbon emissions: Evidence from highly decentralized countries," Energy & Environment, , vol. 33(4), pages 752-782, June.

    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:energy:v:302:y:2024:i:c:s0360544224015585. 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.journals.elsevier.com/energy .

    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.