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The Long-Run Impacts of Temperature and Rainfall on Agricultural Growth in Sub-Saharan Africa

Author

Listed:
  • Mirza Nouman Ali Talib

    (Department of Government and Public Policy, Faculty of Contemporary Studies, National Defence University, Islamabad 44000, Pakistan)

  • Masood Ahmed

    (Lee Kuan Yew School of Public Policy, National University of Singapore, Kent Ridge, 469C Bukit Timah Road, Singapore 259772, Singapore
    Department of Public Administration, University of Kotli AJK Pakistan, Kotli 11100, Pakistan)

  • Mirza Muhammad Naseer

    (School of Economics, Huazhong University of Science and Technology, Wuhan 430074, China)

  • Beata Slusarczyk

    (Faculty of Management, Czestochowa University of Technology, 42-200 Częstochowa, Poland
    College of Business and Economics, University of Johannesburg, Johannesburg 2006, South Africa)

  • József Popp

    (Faculty of Economics and Social Sciences, Szent Istvan University, 2100 Gödöllő, Hungary
    TRADE Research Entity, North-West University, Vanderbijlpark 1900, South Africa)

Abstract

Agricultural sector is significant for Sub-Saharan African countries and is highly exposed and sensitive to climate change. This study aims to investigate the overall long-run impacts of temperature and precipitation on agricultural growth in 32 Sub-Saharan African countries. As proposed by Chudik and Pesaran, our estimations are based on augmented autoregressive distributed lag(ARDL) modelling and panel estimators with multifactor error structures. We estimate the “dynamic common correlated long-run effects (DCCE)” through the cross-sectionally augmented distributed lag (CS-DL) approach as well as through the cross-sectionally augmented autoregressive distributed lag (CS-ARDL). For robustness check, we also consider the cross-sectionally augmented error correction method (CS-ECM) and the common dynamic process augmented mean group (AMG). The study suggests that rising temperatures have significantly developed a negative long-term relationship with the agricultural growth in Sub-Saharan Africa. At the same time, the long-run effect of precipitation is less important and not statistically significant in most estimations. According to the CS-DL approach, the negative impact of a 1°Crise in temperature could be as high as a 4.2 to 4.7 percentage point decrease in the agricultural growth rate. The results indicate that the warming climate has considerably damaged the agrarian activities in Sub-Saharan Africa, necessitating adaptive climate measures to avoid any food scarcity or economic stagnation in agricultural driven African countries.

Suggested Citation

  • 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.
  • Handle: RePEc:gam:jsusta:v:13:y:2021:i:2:p:595-:d:477776
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    References listed on IDEAS

    as
    1. Alexander Chudik & Kamiar Mohaddes & M. Hashem Pesaran & Mehdi Raissi, 2016. "Long-Run Effects in Large Heterogeneous Panel Data Models with Cross-Sectionally Correlated Errors," Advances in Econometrics, in: Essays in Honor of man Ullah, volume 36, pages 85-135, Emerald Group Publishing Limited.
    2. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    3. Robert Mendelsohn & Ariel Dinar, 2009. "Climate Change and Agriculture," Books, Edward Elgar Publishing, number 12990.
    4. Olivier Deschênes & Michael Greenstone, 2007. "The Economic Impacts of Climate Change: Evidence from Agricultural Output and Random Fluctuations in Weather," American Economic Review, American Economic Association, vol. 97(1), pages 354-385, March.
    5. Chudik, Alexander & Pesaran, M. Hashem, 2015. "Common correlated effects estimation of heterogeneous dynamic panel data models with weakly exogenous regressors," Journal of Econometrics, Elsevier, vol. 188(2), pages 393-420.
    6. Francis Teal & Markus Eberhardt, 2010. "Productivity Analysis in Global Manufacturing Production," Economics Series Working Papers 515, University of Oxford, Department of Economics.
    7. M. Hashem Pesaran, 2006. "Estimation and Inference in Large Heterogeneous Panels with a Multifactor Error Structure," Econometrica, Econometric Society, vol. 74(4), pages 967-1012, July.
    8. Eberhardt, Markus & Teal, Francis, 2008. "Modeling technology and technological change in manufacturing: how do countries differ?," MPRA Paper 10690, University Library of Munich, Germany.
    9. S. Seo & Robert Mendelsohn & Ariel Dinar & Rashid Hassan & Pradeep Kurukulasuriya, 2009. "A Ricardian Analysis of the Distribution of Climate Change Impacts on Agriculture across Agro-Ecological Zones in Africa," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 43(3), pages 313-332, July.
    10. 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.
    11. Ákos Mesterházy & Judit Oláh & József Popp, 2020. "Losses in the Grain Supply Chain: Causes and Solutions," Sustainability, MDPI, vol. 12(6), pages 1-18, March.
    12. Pesaran, M. Hashem & Smith, Ron, 1995. "Estimating long-run relationships from dynamic heterogeneous panels," Journal of Econometrics, Elsevier, vol. 68(1), pages 79-113, July.
    13. 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).
    14. Salvador Barrios & Luisito Bertinelli & Eric Strobl, 2010. "Trends in Rainfall and Economic Growth in Africa: A Neglected Cause of the African Growth Tragedy," The Review of Economics and Statistics, MIT Press, vol. 92(2), pages 350-366, May.
    15. Oecd, 2009. "Climate Change and Africa," OECD Journal: General Papers, OECD Publishing, vol. 2009(1), pages 5-35.
    16. Deressa, Temesgen Tadesse, 2007. "Measuring the economic impact of climate change on Ethiopian agriculture : Ricardian approach," Policy Research Working Paper Series 4342, The World Bank.
    17. 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.
    18. Markus Eberhardt & Francis Teal, 2013. "No Mangoes in the Tundra: Spatial Heterogeneity in Agricultural Productivity Analysis," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 75(6), pages 914-939, December.
    19. Kurukulasuriya, Pradeep & Mendelsohn, Robert, 2008. "How will climate change shift agro-ecological zones and impact African agriculture ?," Policy Research Working Paper Series 4717, The World Bank.
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    2. Zhian Zhiow Augustinne Wong & Ramez Abubakr Badeeb & Abey P. Philip, 2023. "Financial Inclusion, Poverty, and Income Inequality in ASEAN Countries: Does Financial Innovation Matter?," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 169(1), pages 471-503, September.
    3. Chandio, Abbas Ali & Dash, Devi Prasad & Nathaniel, Solomon Prince & Sargani, Ghulam Raza & Jiang, Yuansheng, 2023. "Mitigation pathways towards climate change: Modelling the impact of climatological factors on wheat production in top six regions of China," Ecological Modelling, Elsevier, vol. 481(C).
    4. Domicián Máté & Adam Novotny & Daniel Francois Meyer, 2021. "The Impact of Sustainability Goals on Productivity Growth: The Moderating Role of Global Warming," IJERPH, MDPI, vol. 18(21), pages 1-13, October.

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