IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v15y2023i21p15210-d1266128.html
   My bibliography  Save this article

Natural Disasters, Economic Growth, and Carbon Emissions: Empirical Analysis of Chinese Data Based on a Nonlinear Auto-Regressive Distributed Lag Model

Author

Listed:
  • Ming Cao

    (School of Public Policy & Management, China University of Mining and Technology, Xuzhou 221116, China)

  • Yiming Xu

    (College of Science, North China Institute of Science and Technology, Langfang 065201, China)

  • Yuanhong Sun

    (College of Science, North China Institute of Science and Technology, Langfang 065201, China)

  • Dingbang Cang

    (College of Science, North China Institute of Science and Technology, Langfang 065201, China)

Abstract

China has a high frequency of natural disasters and it has become the economy with the largest carbon emissions in recent years. In this study, we mainly investigated the relationships between carbon emissions and natural disaster losses in China, as well as considering important factors such as economic growth and new energy consumption. Time series data for China from 2000 to 2020 were selected and based on the nonlinear auto-regressive distributed lag model method, a short-term error correction model and long-term co-integration relationship model were obtained between carbon emissions and their related factors. The results showed that in the long run, there is a significant nonlinear relationship between carbon emissions, new energy consumption and direct economic losses from natural disasters. There is a significant U-shaped relationship between natural disasters and carbon emissions, that is, natural disaster losses will significantly inhibit carbon emissions before they are below a certain threshold, but fewer natural disaster losses will increase carbon emissions. On the contrary, there is an inverted U-shaped relationship between new energy consumption and carbon emissions. When new energy consumption exceeds a certain threshold, it will help carbon peak early. In the short term, the impact of natural disasters on carbon emissions in the current period is significantly positive and higher than that in the lagged period, but the impact of its square term is negative. The short-term error correction model coefficient is −0.6467, and the error will be corrected when the short-term volatility deviates from the long-term equilibrium. These results suggest that attention should be paid to reducing disaster losses and the low-carbon reconstruction path for natural disasters, as well as continuously improving the level of new energy utilization, accelerating the pace of energy substitution, and promoting economic transformation for achieving “carbon peaking” in China.

Suggested Citation

  • Ming Cao & Yiming Xu & Yuanhong Sun & Dingbang Cang, 2023. "Natural Disasters, Economic Growth, and Carbon Emissions: Empirical Analysis of Chinese Data Based on a Nonlinear Auto-Regressive Distributed Lag Model," Sustainability, MDPI, vol. 15(21), pages 1-12, October.
  • Handle: RePEc:gam:jsusta:v:15:y:2023:i:21:p:15210-:d:1266128
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/15/21/15210/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/15/21/15210/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Noy, Ilan, 2009. "The macroeconomic consequences of disasters," Journal of Development Economics, Elsevier, vol. 88(2), pages 221-231, March.
    2. Mark Skidmore & Hideki Toya, 2002. "Do Natural Disasters Promote Long-Run Growth?," Economic Inquiry, Western Economic Association International, vol. 40(4), pages 664-687, October.
    3. Raddatz, Claudio, 2007. "Are external shocks responsible for the instability of output in low-income countries?," Journal of Development Economics, Elsevier, vol. 84(1), pages 155-187, September.
    4. M. Hashem Pesaran & Yongcheol Shin & Richard J. Smith, 2001. "Bounds testing approaches to the analysis of level relationships," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(3), pages 289-326.
    5. 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.
    6. Yue Dou & Muhammad Shahbaz & Kangyin Dong & Xiucheng Dong, 2022. "How natural disasters affect carbon emissions: the global case," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 113(3), pages 1875-1901, September.
    7. Albala-Bertrand, J. M., 1993. "Political Economy of Large Natural Disasters: With Special Reference to Developing Countries," OUP Catalogue, Oxford University Press, number 9780198287650.
    8. Howard Kunreuther & Mark Pauly, 2006. "Rules rather than discretion: Lessons from Hurricane Katrina," Journal of Risk and Uncertainty, Springer, vol. 33(1), pages 101-116, September.
    9. Howard Kunreuther & Mark Pauly, 2006. "Rules Rather Than Discretion: Lessons from Hurricane Katrina," NBER Working Papers 12503, National Bureau of Economic Research, Inc.
    10. Donald R. Davis & David E. Weinstein, 2002. "Bones, Bombs, and Break Points: The Geography of Economic Activity," American Economic Review, American Economic Association, vol. 92(5), pages 1269-1289, December.
    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. Dingbang Cang & Yiming Xu & Guiqiang Wang, 2022. "The Relationship between Economic Growth and Disaster Losses-Based on Linear and Nonlinear ARDL Model in China," Sustainability, MDPI, vol. 14(15), pages 1-11, August.
    2. Kousky, Carolyn, 2012. "Informing Climate Adaptation: A Review of the Economic Costs of Natural Disasters, Their Determinants, and Risk Reduction Options," RFF Working Paper Series dp-12-28, Resources for the Future.
    3. Subhani Keerthiratne & Richard S. J. Tol, 2017. "Impact of Natural Disasters on Financial Development," Economics of Disasters and Climate Change, Springer, vol. 1(1), pages 33-54, June.
    4. Yasuyuki Sawada, 2017. "Disasters, Household Decisions, and Insurance Mechanisms: A Review of Evidence and a Case Study from a Developing Country in Asia," Asian Economic Policy Review, Japan Center for Economic Research, vol. 12(1), pages 18-40, January.
    5. Zeb Aurangzeb & Thanasis Stengos, 2012. "Economic Policies and the Impact of Natural Disasters on Economic Growth: A Threshold Regression Approach," Economics Bulletin, AccessEcon, vol. 32(1), pages 229-241.
    6. Nadia Benali & Mounir Ben Mbarek & Rochdi Feki, 2019. "Natural Disaster, Government Revenues and Expenditures: Evidence from High and Middle-Income Countries," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 10(2), pages 695-710, June.
    7. repec:wsr:wpaper:y:2018:i:190 is not listed on IDEAS
    8. Giulia Bettin & Alberto Zazzaro, 2018. "The Impact of Natural Disasters on Remittances to Low- and Middle-Income Countries," Journal of Development Studies, Taylor & Francis Journals, vol. 54(3), pages 481-500, March.
    9. Ilan Noy, 2012. "Natural Disasters and Economic Policy for the Pacific Rim," Working Papers 201201, University of Hawaii at Manoa, Department of Economics.
    10. Ercio Muñoz S. & Alfredo Pistelli M., 2010. "¿Tienen los Terremotos un Impacto Inflacionario en el Corto Plazo? Evidencia para una Muestra de Países," Notas de Investigación Journal Economía Chilena (The Chilean Economy), Central Bank of Chile, vol. 13(2), pages 113-127, April.
    11. Thomas K.J. McDermott & Frank Barry & Richard S.J. Tol, 2014. "Disasters and development: natural disasters, credit constraints, and economic growth," Oxford Economic Papers, Oxford University Press, vol. 66(3), pages 750-773.
    12. Christian R. Jaramillo H., 2009. "Do Natural Disasters Have Long-term Effects on Growth?," Documentos CEDE 6647, Universidad de los Andes, Facultad de Economía, CEDE.
    13. Loayza, Norman V. & Olaberría, Eduardo & Rigolini, Jamele & Christiaensen, Luc, 2012. "Natural Disasters and Growth: Going Beyond the Averages," World Development, Elsevier, vol. 40(7), pages 1317-1336.
    14. Chunhua Wang, 2019. "Did natural disasters affect population density growth in US counties?," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 62(1), pages 21-46, February.
    15. Thomas K.J. McDermott, "undated". "Disasters and Development: Natural Disasters, Credit Constraints and Economic Growth," The Institute for International Integration Studies Discussion Paper Series iiisdp363, IIIS.
    16. Peter Simonsen, 2012. "Earthquakes and Economic Growth," Development Research Working Paper Series 01/2012, Institute for Advanced Development Studies.
    17. Suman K SHARMA, 2010. "Socio-Economic Aspects of Disaster’s Impact: An Assessment of Databases and Methodologies," Economic Growth Centre Working Paper Series 1001, Nanyang Technological University, School of Social Sciences, Economic Growth Centre.
    18. Lazzaroni, Sara & van Bergeijk, Peter A.G., 2014. "Natural disasters' impact, factors of resilience and development: A meta-analysis of the macroeconomic literature," Ecological Economics, Elsevier, vol. 107(C), pages 333-346.
    19. Valeria Terrones & Richard S.J. Tol, 2022. "Relevance of financial development and fiscal stability in dealing with disasters in Emerging Economies," Working Paper Series 0722, Department of Economics, University of Sussex Business School.
    20. Raddatz, Claudio, 2009. "The wrath of God : macroeconomic costs of natural disasters," Policy Research Working Paper Series 5039, The World Bank.
    21. Hochrainer, Stefan, 2009. "Assessing the macroeconomic impacts of natural disasters : are there any ?," Policy Research Working Paper Series 4968, The World Bank.

    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:gam:jsusta:v:15:y:2023:i:21:p:15210-:d:1266128. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.