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How does climate vulnerability affect the just allocation of climate aid funds?

Author

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  • Liu, Yang
  • Dong, Kangyin
  • Nepal, Rabindra

Abstract

In the process of global climate finance, the perspective of climate justice, especially distributive justice, has received widespread attention. However, how this principle is implemented in the practice of climate finance is still a topic that deserves in-depth discussion. Accordingly, this study aims to empirically examine the impact of climate vulnerability on the just allocation of climate aid (including mitigation and adaptation) funds based on balanced panel data of 89 countries from 2010 to 2020. To better understand this relationship, asymmetry, the moderating effects of government quality and low-carbon technologies, and the threshold effect of financial development are also empirically tested. The empirical results confirm that there is justice in the allocation of climate aid funds. Specifically, countries with higher climate vulnerability tend to receive more mitigation and adaptation funds, with adaptation funds being more responsive. However, this relationship is not universal but asymmetric. In addition, we test the mechanisms behind it. The quality of government and low-carbon technology development can enhance the beneficial effects of climate vulnerability, but government quality can only have an effect on the just allocation of mitigation finance. We also find a single threshold effect of financial development in the allocation of mitigation finance. Climate vulnerability contributes more to improving the just allocation of mitigation finance when the level of financial development exceeds the threshold. Finally, we provide policy implications for donors and recipients, respectively.

Suggested Citation

  • Liu, Yang & Dong, Kangyin & Nepal, Rabindra, 2024. "How does climate vulnerability affect the just allocation of climate aid funds?," International Review of Economics & Finance, Elsevier, vol. 93(PA), pages 298-317.
  • Handle: RePEc:eee:reveco:v:93:y:2024:i:pa:p:298-317
    DOI: 10.1016/j.iref.2024.03.036
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    as
    1. Christopher F Baum & Mark E. Schaffer & Steven Stillman, 2003. "Instrumental variables and GMM: Estimation and testing," Stata Journal, StataCorp LP, vol. 3(1), pages 1-31, March.
    2. Kleibergen, Frank & Paap, Richard, 2006. "Generalized reduced rank tests using the singular value decomposition," Journal of Econometrics, Elsevier, vol. 133(1), pages 97-126, July.
    3. Aidy Halimanjaya, 2016. "Allocating climate mitigation finance: a comparative analysis of five major green donors," Journal of Sustainable Finance & Investment, Taylor & Francis Journals, vol. 6(3), pages 161-185, July.
    4. Dumitrescu, Elena-Ivona & Hurlin, Christophe, 2012. "Testing for Granger non-causality in heterogeneous panels," Economic Modelling, Elsevier, vol. 29(4), pages 1450-1460.
    5. Barrett, Sam, 2014. "Subnational Climate Justice? Adaptation Finance Distribution and Climate Vulnerability," World Development, Elsevier, vol. 58(C), pages 130-142.
    6. James H. Stock & Motohiro Yogo, 2002. "Testing for Weak Instruments in Linear IV Regression," NBER Technical Working Papers 0284, National Bureau of Economic Research, Inc.
    7. Scott R. Baker & Nicholas Bloom & Steven J. Davis, 2016. "Measuring Economic Policy Uncertainty," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(4), pages 1593-1636.
    8. Mary Robinson & Tara Shine, 2018. "Author Correction: Achieving a climate justice pathway to 1.5 °C," Nature Climate Change, Nature, vol. 8(10), pages 921-921, October.
    9. Steven R. Brechin & Maria I. Espinoza, 2017. "A case for further refinement of the Green Climate Fund’s 50:50 ratio climate change mitigation and adaptation allocation framework: toward a more targeted approach," Climatic Change, Springer, vol. 142(3), pages 311-320, June.
    10. Dong, Kangyin & Liu, Yang & Wang, Jianda & Dong, Xiucheng, 2024. "Is the digital economy an effective tool for decreasing energy vulnerability? A global case," Ecological Economics, Elsevier, vol. 216(C).
    11. Chen Chen & Jessica Hellmann & Lea Berrang-Ford & Ian Noble & Patrick Regan, 2018. "A global assessment of adaptation investment from the perspectives of equity and efficiency," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 23(1), pages 101-122, January.
    12. Saleemul Huq & Hannah Reid & Mama Konate & Atiq Rahman & Youba Sokona & Florence Crick, 2004. "Mainstreaming adaptation to climate change in Least Developed Countries (LDCs)," Climate Policy, Taylor & Francis Journals, vol. 4(1), pages 25-43, March.
    13. Flavio Comim, 2008. "Climate Injustice and Development: A capability perspective," Development, Palgrave Macmillan;Society for International Deveopment, vol. 51(3), pages 344-349, September.
    14. repec:bla:obuest:v:61:y:1999:i:0:p:631-52 is not listed on IDEAS
    15. Carola Betzold & Florian Weiler, 2017. "Allocation of aid for adaptation to climate change: Do vulnerable countries receive more support?," International Environmental Agreements: Politics, Law and Economics, Springer, vol. 17(1), pages 17-36, February.
    16. Wang, Jianda & Dong, Kangyin & Sha, Yezhou & Yan, Cheng, 2022. "Envisaging the carbon emissions efficiency of digitalization: The case of the internet economy for China," Technological Forecasting and Social Change, Elsevier, vol. 184(C).
    17. Aidy Halimanjaya, 2015. "Climate mitigation finance across developing countries: what are the major determinants?," Climate Policy, Taylor & Francis Journals, vol. 15(2), pages 223-252, March.
    18. Deepal Doshi & Matthias Garschagen, 2020. "Understanding Adaptation Finance Allocation: Which Factors Enable or Constrain Vulnerable Countries to Access Funding?," Sustainability, MDPI, vol. 12(10), pages 1-18, May.
    19. Weiler, Florian & Klöck, Carola & Dornan, Matthew, 2018. "Vulnerability, good governance, or donor interests? The allocation of aid for climate change adaptation," World Development, Elsevier, vol. 104(C), pages 65-77.
    20. David Ciplet & J. Timmons Roberts & Mizan Khan, 2013. "The Politics of International Climate Adaptation Funding: Justice and Divisions in the Greenhouse," Global Environmental Politics, MIT Press, vol. 13(1), pages 49-68, February.
    21. Mary Robinson & Tara Shine, 2018. "Achieving a climate justice pathway to 1.5 °C," Nature Climate Change, Nature, vol. 8(7), pages 564-569, July.
    22. Dong, Kangyin & Jiang, Qingzhe & Liu, Yang & Shen, Zhiyang & Vardanyan, Michael, 2024. "Is energy aid allocated fairly? A global energy vulnerability perspective," World Development, Elsevier, vol. 173(C).
    23. James Ang, 2009. "Foreign direct investment and its impact on the Thai economy: the role of financial development," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 33(3), pages 316-323, July.
    24. G. S. Maddala & Shaowen Wu, 1999. "A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 631-652, November.
    25. Boateng, Elliot & Agbola, Frank W. & Mahmood, Amir, 2021. "Foreign aid volatility and economic growth in Sub-Saharan Africa: Does institutional quality matter?," Economic Modelling, Elsevier, vol. 96(C), pages 111-127.
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    More about this item

    Keywords

    Climate justice; Mitigation and adaptation funds; Climate vulnerability; Moderating effects;
    All these keywords.

    JEL classification:

    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models
    • O19 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - International Linkages to Development; Role of International Organizations
    • Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming
    • Q56 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environment and Development; Environment and Trade; Sustainability; Environmental Accounts and Accounting; Environmental Equity; Population Growth

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