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The effect of local climatic conditions on household consumption: a case study of South Africa

Author

Listed:
  • Calvin Mudzingiri

    (University of the Free State)

  • Gibson Mudiriza

    (University of the Free State
    World Bank)

  • Getrude Jana

    (University of the Free State)

  • Regret Sunge

    (University of the Free State)

Abstract

The article explores the causal effect of local climate conditions on household consumption in South Africa. The climatic conditions are represented by monthly average temperature and precipitation. The study utilises the nationally representative 2017 National Income Dynamics Study (NIDS), wave 5 data and 2017 Climate Research Unit (CRU) climate data. The parsimonious quantile regression shows that climatic conditions (precipitation, temperature, wet days, and cloud cover) impact household per capita consumption. The quadratic quantile regression model analysis shows that household per capita consumption is convex in precipitation. Below the turning point, increased precipitation is associated with decreased household per capita consumption. Above the turning point, increased precipitation is related to increased household per capita consumption. Regions that receive very low precipitation or experience extreme temperatures (very cold or very hot) require tailor-made interventions to alleviate consumption. When we control for household characteristics, the impact of climatic conditions on household per capita consumption is weak. Providing inclusive development policies and programmes can mitigate the impact of climatic conditions on household per capita consumption.

Suggested Citation

  • Calvin Mudzingiri & Gibson Mudiriza & Getrude Jana & Regret Sunge, 2024. "The effect of local climatic conditions on household consumption: a case study of South Africa," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-16, December.
    • Handle: RePEc:pal:palcom:v:11:y:2024:i:1:d:10.1057_s41599-024-03167-2
    DOI: 10.1057/s41599-024-03167-2
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    1. N.P. Ravindra Deyshappriya & R.W.W.K.Minuwanthi, 2020. "Determinants of Poverty: Is Age Non-Linearly Related with Poverty? Evidence from Sri Lanka," International Journal of Asian Social Science, Asian Economic and Social Society, vol. 10(4), pages 181-192, April.
    2. Harold Alderman & John Hoddinott & Bill Kinsey, 2006. "Long term consequences of early childhood malnutrition," Oxford Economic Papers, Oxford University Press, vol. 58(3), pages 450-474, July.
    3. Indunil De Silva, 2008. "Micro‐level determinants of poverty reduction in Sri Lanka: a multivariate approach," International Journal of Social Economics, Emerald Group Publishing Limited, vol. 35(3), pages 140-158, February.
    4. Joshua Graff Zivin & Matthew Neidell, 2014. "Temperature and the Allocation of Time: Implications for Climate Change," Journal of Labor Economics, University of Chicago Press, vol. 32(1), pages 1-26.
    5. Wolfram Schlenker & W. Michael Hanemann & Anthony C. Fisher, 2006. "The Impact of Global Warming on U.S. Agriculture: An Econometric Analysis of Optimal Growing Conditions," The Review of Economics and Statistics, MIT Press, vol. 88(1), pages 113-125, February.
    6. Marshall Burke & Kyle Emerick, 2016. "Adaptation to Climate Change: Evidence from US Agriculture," American Economic Journal: Economic Policy, American Economic Association, vol. 8(3), pages 106-140, August.
    7. Aggarwal, Raavi, 2021. "Impacts of climate shocks on household consumption and inequality in India," Environment and Development Economics, Cambridge University Press, vol. 26(5-6), pages 488-511, October.
    8. Abhijit V. Banerjee & Esther Duflo, 2007. "The Economic Lives of the Poor," Journal of Economic Perspectives, American Economic Association, vol. 21(1), pages 141-168, Winter.
    9. Stephane Hallegatte & Julie Rozenberg, 2017. "Climate change through a poverty lens," Nature Climate Change, Nature, vol. 7(4), pages 250-256, April.
    10. Sabina Alkire & James Foster, 2011. "Understandings and misunderstandings of multidimensional poverty measurement," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 9(2), pages 289-314, June.
    11. Tatyana Deryugina & Solomon M. Hsiang, 2014. "Does the Environment Still Matter? Daily Temperature and Income in the United States," NBER Working Papers 20750, National Bureau of Economic Research, Inc.
    12. Robert C. Allen, 2017. "Absolute Poverty: When Necessity Displaces Desire," American Economic Review, American Economic Association, vol. 107(12), pages 3690-3721, December.
    13. N.P Ravindra Deyshappriya & R.W.W.K Minuwanthi, 2020. "Determinants of Poverty: Is Age Non-Linearly Related with Poverty? Evidence from Sri Lanka," International Journal of Asian Social Science, Asian Economic and Social Society, vol. 10(4), pages 181-192.
    14. 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.
    15. Eichsteller, Marta & Njagi, Tim & Nyukuri, Elvin, 2022. "The role of agriculture in poverty escapes in Kenya – Developing a capabilities approach in the context of climate change," World Development, Elsevier, vol. 149(C).
    16. Robin Leichenko & Julie A. Silva, 2014. "Climate change and poverty: vulnerability, impacts, and alleviation strategies," Wiley Interdisciplinary Reviews: Climate Change, John Wiley & Sons, vol. 5(4), pages 539-556, July.
    17. Indunil De Silva, 2008. "Micro‐level determinants of poverty reduction in Sri Lanka: a multivariate approach," International Journal of Social Economics, Emerald Group Publishing Limited, vol. 35(3), pages 140-158, February.
    18. Jorge Garza-Rodriguez, 2018. "Poverty and Economic Growth in Mexico," Social Sciences, MDPI, vol. 7(10), pages 1-9, September.
    19. David Francis & Edward Webster, 2019. "Poverty and inequality in South Africa: critical reflections," Development Southern Africa, Taylor & Francis Journals, vol. 36(6), pages 788-802, November.
    20. Mduduzi Biyase & Talent Zwane, 2018. "An Empirical Analysis Of The Determinants Of Poverty And Household Welfare In South Africa," Journal of Developing Areas, Tennessee State University, College of Business, vol. 52(1), pages 115-130, January-M.
    21. Ingrid Woolard & Stephan Klasen, 2005. "Determinants of Income Mobility and Household Poverty Dynamics in South Africa," Journal of Development Studies, Taylor & Francis Journals, vol. 41(5), pages 865-897.
    22. Ogutu, Sylvester Ochieng & Qaim, Matin, 2019. "Commercialization of the small farm sector and multidimensional poverty," World Development, Elsevier, vol. 114(C), pages 281-293.
    23. Narloch, Ulf & Bangalore, Mook, 2018. "The multifaceted relationship between environmental risks and poverty: new insights from Vietnam," Environment and Development Economics, Cambridge University Press, vol. 23(3), pages 298-327, June.
    24. Jorge Garza-Rodriguez & Gustavo A. Ayala-Diaz & Gerardo G. Coronado-Saucedo & Eugenio G. Garza-Garza & Oscar Ovando-Martinez, 2021. "Determinants of Poverty in Mexico: A Quantile Regression Analysis," Economies, MDPI, vol. 9(2), pages 1-24, April.
    25. Yong Liu & Cuihong Long, 2023. "The influencing factors underlying the vicious ecological vulnerability-low productivity-poverty cycle in China and overcoming its related policies," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-10, December.
    26. Gibson Mudiriza & Lawrence Edwards, 2021. "The persistence of apartheid regional wage disparities in South Africa [Long-run effects of forced resettlement: evidence from Apartheid South Africa]," Journal of Economic Geography, Oxford University Press, vol. 21(6), pages 807-839.
    27. Ke-Mei Chen & Chao-Hsien Leu & Te-Mu Wang, 2019. "Measurement and Determinants of Multidimensional Poverty: Evidence from Taiwan," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 145(2), pages 459-478, September.
    28. Minh Quang Dao, 2008. "Human capital, poverty, and income distribution in developing countries," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 35(4), pages 294-303, September.
    29. Yong Ge & Mengxiao Liu & Shan Hu & Daoping Wang & Jinfeng Wang & Xiaolin Wang & Sarchil Qader & Eimear Cleary & Andrew J. Tatem & Shengjie Lai, 2022. "Who and which regions are at high risk of returning to poverty during the COVID-19 pandemic?," Palgrave Communications, Palgrave Macmillan, vol. 9(1), pages 1-9, December.
    30. Narloch, Ulf & Bangalore, Mook, 2018. "The multifaceted relationship between environmental risks and poverty: new insights from Vietnam," LSE Research Online Documents on Economics 87553, London School of Economics and Political Science, LSE Library.
    31. Almas Heshmati & Esfandiar Maasoumi & Guanghua Wan, 2019. "An Analysis of the Determinants of Household Consumption Expenditure and Poverty in India," Economies, MDPI, vol. 7(4), pages 1-27, September.
    32. Faustin Habyarimana & Shaun Ramroop, 2015. "Determinants of Poverty of Households: Semi parametric Analysis of Demographic and Health Survey Data from Rwanda," Journal of Economics and Behavioral Studies, AMH International, vol. 7(3), pages 47-55.
    33. E. Fusco & R. Benedetti & F. Vidoli, 2023. "Stochastic frontier estimation through parametric modelling of quantile regression coefficients," Empirical Economics, Springer, vol. 64(2), pages 869-896, February.
    34. Philip Serumaga-Zake & Willem Naude, 2002. "The determinants of rural and urban household poverty in the North West province of South Africa," Development Southern Africa, Taylor & Francis Journals, vol. 19(4), pages 561-572.
    35. Asim Iqbal & Anjum Siddiqui & Maryam Zafar, 2020. "A geographically disaggregated analysis of multidimensional poverty in Punjab," International Journal of Social Economics, Emerald Group Publishing Limited, vol. 47(3), pages 365-383, February.
    36. Robert C. Allen, 2017. "Absolute Poverty: When Necessity Displaces Desire REVISED," Working Papers 20170005, New York University Abu Dhabi, Department of Social Science, revised Jun 2017.
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