IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v14y2022i14p8299-d857341.html
   My bibliography  Save this article

Forecasting the Economic Growth Impacts of Climate Change in South Africa in the 2030 and 2050 Horizons

Author

Listed:
  • Nicholas Ngepah

    (School of Economics and Econometrics, College of Business and Economics, University of Johannesburg, Auckland Park Kingsway Campus, Auckland Park, Johannesburg P.O. Box 524, South Africa)

  • Charles Raoul Tchuinkam Djemo

    (School of Economics and Econometrics, College of Business and Economics, University of Johannesburg, Auckland Park Kingsway Campus, Auckland Park, Johannesburg P.O. Box 524, South Africa)

  • Charles Shaaba Saba

    (School of Economics and Econometrics, College of Business and Economics, University of Johannesburg, Auckland Park Kingsway Campus, Auckland Park, Johannesburg P.O. Box 524, South Africa)

Abstract

In this paper, we estimate the effects of climate change by means of the systems generalised method of moments (System GMM) using panel data across South African municipalities from 1993 to 2016. We adapt the estimates to the municipal economic structures to forecast losses at the municipal level for the 2030 and 2050 horizons. The projections show that, relative to the 1995–2000 levels, South Africa’s economy would lose about 1.82 billion United States dollars (USD) on average due to climate change following the Representative Concentration Pathway (RCP) of 4.5 Wm −2 radiative forcing scenario, and USD 2.306 billion following the business-as-usual (BAU) scenario by 2030. By 2050, the losses will be USD 1.9 billion and USD 2.48 billion, respectively. The results vary across municipalities depending on geographic location and sectors. Natural resources and primary sectors are the most impacted, while the economic losses are more than the gains in almost all municipalities in South Africa. This has a significant bearing on sustainable poverty reduction in South Africa through pro-poor industrialisation. The implication of the findings is discussed in the paper’s conclusion.

Suggested Citation

  • Nicholas Ngepah & Charles Raoul Tchuinkam Djemo & Charles Shaaba Saba, 2022. "Forecasting the Economic Growth Impacts of Climate Change in South Africa in the 2030 and 2050 Horizons," Sustainability, MDPI, vol. 14(14), pages 1-18, July.
  • Handle: RePEc:gam:jsusta:v:14:y:2022:i:14:p:8299-:d:857341
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/14/14/8299/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/14/14/8299/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Liu, Lan-Cui & Cheng, Lei & Zhao, Lu-Tao & Cao, Ying & Wang, Ce, 2020. "Investigating the significant variation of coal consumption in China in 2002-2017," Energy, Elsevier, vol. 207(C).
    2. Fankhauser, Samuel & S.J. Tol, Richard, 2005. "On climate change and economic growth," Resource and Energy Economics, Elsevier, vol. 27(1), pages 1-17, January.
    3. Marshall Burke & Solomon M. Hsiang & Edward Miguel, 2015. "Global non-linear effect of temperature on economic production," Nature, Nature, vol. 527(7577), pages 235-239, November.
    4. Elshennawy, Abeer & Robinson, Sherman & Willenbockel, Dirk, 2016. "Climate change and economic growth: An intertemporal general equilibrium analysis for Egypt," Economic Modelling, Elsevier, vol. 52(PB), pages 681-689.
    5. Brian Jacob & Lars Lefgren & Enrico Moretti, 2007. "The Dynamics of Criminal Behavior: Evidence from Weather Shocks," Journal of Human Resources, University of Wisconsin Press, vol. 42(3).
    6. Sheng, Xin & Gupta, Rangan & Çepni, Oğuzhan, 2022. "The effects of climate risks on economic activity in a panel of US states: The role of uncertainty," Economics Letters, Elsevier, vol. 213(C).
    7. Raddatz, Claudio, 2009. "The wrath of God : macroeconomic costs of natural disasters," Policy Research Working Paper Series 5039, The World Bank.
    8. Olivier Deschênes & Enrico Moretti, 2009. "Extreme Weather Events, Mortality, and Migration," The Review of Economics and Statistics, MIT Press, vol. 91(4), pages 659-681, November.
    9. Melissa Dell & Benjamin F. Jones & Benjamin A. Olken, 2009. "Temperature and Income: Reconciling New Cross-Sectional and Panel Estimates," American Economic Review, American Economic Association, vol. 99(2), pages 198-204, May.
    10. Adom, Philip Kofi & Adams, Samuel, 2020. "Decomposition of technical efficiency in agricultural production in Africa into transient and persistent technical efficiency under heterogeneous technologies," World Development, Elsevier, vol. 129(C).
    11. Edinaldo Tebaldi & Laura Beaudin, 2016. "Climate change and economic growth in Brazil," Applied Economics Letters, Taylor & Francis Journals, vol. 23(5), pages 377-381, March.
    12. Melissa Dell & Benjamin F. Jones & Benjamin A. Olken, 2012. "Temperature Shocks and Economic Growth: Evidence from the Last Half Century," American Economic Journal: Macroeconomics, American Economic Association, vol. 4(3), pages 66-95, July.
    13. Naeem Akram & Abdul Hamid, 2015. "Climate change: A threat to the economic growth of Pakistan," Progress in Development Studies, , vol. 15(1), pages 73-86, January.
    14. Zhang, Hailing & Liu, Changxin & Wang, Can, 2021. "Extreme climate events and economic impacts in China: A CGE analysis with a new damage function in IAM," Technological Forecasting and Social Change, Elsevier, vol. 169(C).
    15. Abidoye, Babatunde & Odusola, Ayodele, 2015. "Climate Change and Economic Growth in Africa: An Econometric Analysis," UNDP Africa Economists Working Papers 307336, United Nations Development Programme (UNDP).
    16. Barrios, Salvador & Ouattara, Bazoumana & Strobl, Eric, 2008. "The impact of climatic change on agricultural production: Is it different for Africa?," Food Policy, Elsevier, vol. 33(4), pages 287-298, August.
    17. Roman Mendelevitch, 2018. "Testing supply-side climate policies for the global steam coal market—can they curb coal consumption?," Climatic Change, Springer, vol. 150(1), pages 57-72, September.
    18. Babatunde O. Abidoye & Ayodele F. Odusola, 2015. "Climate Change and Economic Growth in Africa: An Econometric Analysis," Journal of African Economies, Centre for the Study of African Economies, vol. 24(2), pages 277-301.
    19. Mirza Nouman Ali Talib & Masood Ahmed & Mirza Muhammad Naseer & Beata Slusarczyk & József Popp, 2021. "The Long-Run Impacts of Temperature and Rainfall on Agricultural Growth in Sub-Saharan Africa," Sustainability, MDPI, vol. 13(2), pages 1-16, January.
    20. Rezai, Armon & Taylor, Lance & Foley, Duncan, 2018. "Economic Growth, Income Distribution, and Climate Change," Ecological Economics, Elsevier, vol. 146(C), pages 164-172.
    21. Riccardo Colacito & Bridget Hoffmann & Toan Phan, 2016. "Temperature and Growth: A Panel Analysis of the United States," IDB Publications (Working Papers) 94298, Inter-American Development Bank.
    22. Kahsay, Goytom Abraha & Hansen, Lars Gårn, 2016. "The effect of climate change and adaptation policy on agricultural production in Eastern Africa," Ecological Economics, Elsevier, vol. 121(C), pages 54-64.
    23. Edward Miguel & Shanker Satyanath & Ernest Sergenti, 2004. "Economic Shocks and Civil Conflict: An Instrumental Variables Approach," Journal of Political Economy, University of Chicago Press, vol. 112(4), pages 725-753, August.
    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. Melissa Dell & Benjamin F. Jones & Benjamin A. Olken, 2014. "What Do We Learn from the Weather? The New Climate-Economy Literature," Journal of Economic Literature, American Economic Association, vol. 52(3), pages 740-798, September.
    2. Daregot Berihun & Passel Steven, 2022. "Climate variability and macroeconomic output in Ethiopia: the analysis of nexus and impact via asymmetric autoregressive distributive lag cointegration method," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(3), pages 4064-4087, March.
    3. Siriklao Sangkhaphan & Yang Shu, 2019. "The Effect of Rainfall on Economic Growth in Thailand: A Blessing for Poor Provinces," Economies, MDPI, vol. 8(1), pages 1-17, December.
    4. Somayeh Meyghani & Mahdi Khodaparast Mashhadi & Narges Salehnia, 2023. "Long-term effects of temperature and precipitation on economic growth of selected MENA region countries," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(7), pages 7325-7343, July.
    5. David Castells-Quintana & Maria del Pilar Lopez-Uribe & Tom McDermott, 2015. "Climate change and the geographical and institutional drivers of economic development," GRI Working Papers 198, Grantham Research Institute on Climate Change and the Environment.
    6. Lopez-Uribe, Maria del Pilar & Castells-Quintana, David & McDermott, Thomas K. J., 2017. "Geography, institutions and development: a review ofthe long-run impacts of climate change," LSE Research Online Documents on Economics 65147, London School of Economics and Political Science, LSE Library.
    7. Martin Henseler & Ingmar Schumacher, 2019. "The impact of weather on economic growth and its production factors," Climatic Change, Springer, vol. 154(3), pages 417-433, June.
    8. Luca Gerotto & Paolo Pellizzari, 2021. "A replication of Pindyck’s willingness to pay: on the efforts required to obtain results," SN Business & Economics, Springer, vol. 1(5), pages 1-25, May.
    9. Kalkuhl, Matthias & Wenz, Leonie, 2020. "The impact of climate conditions on economic production. Evidence from a global panel of regions," Journal of Environmental Economics and Management, Elsevier, vol. 103(C).
    10. Franziska Piontek & Matthias Kalkuhl & Elmar Kriegler & Anselm Schultes & Marian Leimbach & Ottmar Edenhofer & Nico Bauer, 2019. "Economic Growth Effects of Alternative Climate Change Impact Channels in Economic Modeling," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 73(4), pages 1357-1385, August.
    11. Wang, Chih-Wei & Wu, Yu-Ching & Hsieh, Hsin-Yi & Huang, Po-Hsiang & Lin, Meng-Chieh, 2022. "Does green bond issuance have an impact on climate risk concerns?," Energy Economics, Elsevier, vol. 111(C).
    12. Ishak, Phoebe W., 2022. "Murder nature: Weather and violent crime in rural Brazil," World Development, Elsevier, vol. 157(C).
    13. Cosaert, Sam & Nieto Castro, Adrian & Tatsiramos, Konstantinos, 2023. "Temperature and the Timing of Work," IZA Discussion Papers 16480, Institute of Labor Economics (IZA).
    14. Philippe Kabore & Nicholas Rivers, 2023. "Manufacturing output and extreme temperature: Evidence from Canada," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 56(1), pages 191-224, February.
    15. Sam Cosaert & Adrián Nieto & Konstantinos Tatsiramos, 2023. "Temperature and Joint Time Use," CESifo Working Paper Series 10464, CESifo.
    16. Jean-Luc Mubenga-Tshitaka & Johane Dikgang & John W. Muteba Mwamba & Dambala Gelo, 2023. "Climate variability impacts on agricultural output in East Africa," Cogent Economics & Finance, Taylor & Francis Journals, vol. 11(1), pages 2181281-218, December.
    17. Donadelli, Michael & Grüning, Patrick & Jüppner, Marcus & Kizys, Renatas, 2021. "Global temperature, R&D expenditure, and growth," Energy Economics, Elsevier, vol. 104(C).
    18. Siriklao Sangkhaphan & Yang Shu, 2020. "Impact of seasonal rainfall on economic growth in Thailand," Advances in Management and Applied Economics, SCIENPRESS Ltd, vol. 10(2), pages 1-2.
    19. Wen, Jun & Zhao, Xin-Xin & Fu, Qiang & Chang, Chun-Ping, 2023. "The impact of extreme weather events on green innovation: Which ones bring to the most harm?," Technological Forecasting and Social Change, Elsevier, vol. 188(C).
    20. Michael Donadelli & Marcus Jüppner & Antonio Paradiso & Christian Schlag, 2019. "Temperature Volatility Risk," Working Papers 2019:05, Department of Economics, University of Venice "Ca' Foscari".

    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:14:y:2022:i:14:p:8299-:d:857341. 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.