IDEAS home Printed from https://ideas.repec.org/a/eee/wdevel/v90y2017icp41-62.html
   My bibliography  Save this article

Women, Weather, and Woes: The Triangular Dynamics of Female-Headed Households, Economic Vulnerability, and Climate Variability in South Africa

Author

Listed:
  • Flatø, Martin
  • Muttarak, Raya
  • Pelser, André

Abstract

Existing gender inequality is believed to be heightened as a result of weather events and climate-related disasters that are likely to become more common in the future. We show that an already marginalized group—female-headed households in South Africa—is differentially affected by relatively modest levels of variation in rainfall, which households experience on a year-to-year basis. Data from three waves of the National Income Dynamics Survey in South Africa allow us to follow incomes of 4,162 households from 2006 to 2012. By observing how household income is affected by variation in rainfall relative to what is normally experienced during the rainy season in each district, our study employs a series of naturally occurring experiments that allow us to identify causal effects. We find that households where a single head can be identified based on residency or work status are more vulnerable to climate variability than households headed by two adults. Single male-headed households are more vulnerable because of lower initial earnings and, to a lesser extent, other household characteristics that contribute to economic disadvantages. However, this can only explain some of the differential vulnerability of female-headed households. This suggests that there are traits specific to female-headed households, such as limited access to protective social networks or other coping strategies, which makes this an important dimension of marginalization to consider for further research and policy in South Africa and other national contexts. Households headed by widows, never-married women, and women with a non-resident spouse (e.g., “left-behind” migrant households) are particularly vulnerable. We find vulnerable households only in districts where rainfall has a large effect on agricultural yields, and female-headed households remain vulnerable when accounting for dynamic impacts of rainfall on income.

Suggested Citation

  • Flatø, Martin & Muttarak, Raya & Pelser, André, 2017. "Women, Weather, and Woes: The Triangular Dynamics of Female-Headed Households, Economic Vulnerability, and Climate Variability in South Africa," World Development, Elsevier, vol. 90(C), pages 41-62.
  • Handle: RePEc:eee:wdevel:v:90:y:2017:i:c:p:41-62
    DOI: 10.1016/j.worlddev.2016.08.015
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0305750X16304430
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.worlddev.2016.08.015?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Haroon Bhorat & Carlene Van Der Westhuizen, 2012. "Poverty, Inequality and the Nature of Economic Growth in South Africa," Working Papers 12151, University of Cape Town, Development Policy Research Unit.
    2. Hall, Robert E, 1978. "Stochastic Implications of the Life Cycle-Permanent Income Hypothesis: Theory and Evidence," Journal of Political Economy, University of Chicago Press, vol. 86(6), pages 971-987, December.
    3. Quentin Wodon & Andrea Liverani & George Joseph & Nathalie Bougnoux, 2014. "Climate Change and Migration : Evidence from the Middle East and North Africa," World Bank Publications - Books, The World Bank Group, number 18929, December.
    4. Timothy Hinks, 2002. "Gender wage differentials and discrimination in the New South Africa," Applied Economics, Taylor & Francis Journals, vol. 34(16), pages 2043-2052.
    5. Gilbert, Leah & Walker, Liz, 2002. "Treading the path of least resistance: HIV/AIDS and social inequalities--a South African case study," Social Science & Medicine, Elsevier, vol. 54(7), pages 1093-1110, April.
    6. Andersson Djurfeldt, Agnes & Djurfeldt, Göran & Bergman Lodin, Johanna, 2013. "Geography of Gender Gaps: Regional Patterns of Income and Farm–Nonfarm Interaction Among Male- and Female-Headed Households in Eight African Countries," World Development, Elsevier, vol. 48(C), pages 32-47.
    7. N. Fauchereau & S. Trzaska & M. Rouault & Y. Richard, 2003. "Rainfall Variability and Changes in Southern Africa during the 20th Century in the Global Warming Context," 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. 29(2), pages 139-154, June.
    8. Murray Leibbrandt & James Levinsohn & Justin McCrary, 2005. "Incomes in South Africa Since the Fall of Apartheid," NBER Working Papers 11384, National Bureau of Economic Research, Inc.
    9. David Roodman, 2009. "How to do xtabond2: An introduction to difference and system GMM in Stata," Stata Journal, StataCorp LP, vol. 9(1), pages 86-136, March.
    10. Dorrit Posel & Michael Rogan, 2012. "Gendered trends in poverty in the post-apartheid period, 1997--2006," Development Southern Africa, Taylor & Francis Journals, vol. 29(1), pages 97-113, March.
    11. Ethan Ligon & Laura Schechter, 2003. "Measuring Vulnerability," Economic Journal, Royal Economic Society, vol. 113(486), pages 95-102, March.
    12. Berg, Erlend, 2013. "Are poor people credit-constrained or myopic? Evidence from a South African panel," Journal of Development Economics, Elsevier, vol. 101(C), pages 195-205.
    13. F. Daniel Hidalgo & Suresh Naidu & Simeon Nichter & Neal Richardson, 2010. "Economic Determinants of Land Invasions," The Review of Economics and Statistics, MIT Press, vol. 92(3), pages 505-523, August.
    14. Milton Friedman, 1957. "A Theory of the Consumption Function," NBER Books, National Bureau of Economic Research, Inc, number frie57-1, March.
    15. Paxson, Christina H, 1992. "Using Weather Variability to Estimate the Response of Savings to Transitory Income in Thailand," American Economic Review, American Economic Association, vol. 82(1), pages 15-33, March.
    16. Marshall Burke & Erick Gong & Kelly Jones, 2015. "Income Shocks and HIV in Africa," Economic Journal, Royal Economic Society, vol. 125(585), pages 1157-1189, June.
    17. Anderson, T. W. & Hsiao, Cheng, 1982. "Formulation and estimation of dynamic models using panel data," Journal of Econometrics, Elsevier, vol. 18(1), pages 47-82, January.
    18. Daniela Casale & Dorrit Posel, 2002. "The Continued Feminisation Of The Labour Force In South Africa," South African Journal of Economics, Economic Society of South Africa, vol. 70(1), pages 156-184, March.
    19. Milton Friedman, 1957. "Introduction to "A Theory of the Consumption Function"," NBER Chapters, in: A Theory of the Consumption Function, pages 1-6, National Bureau of Economic Research, Inc.
    20. Fuwa, Nobuhiko, 2000. "The Poverty and Heterogeneity Among Female-Headed Households Revisited: The Case of Panama," World Development, Elsevier, vol. 28(8), pages 1515-1542, August.
    21. Adoho, Franck & Wodon, Quentin, 2014. "Do Changes in Weather Patterns and the Environment Lead to Migration in the MENA Region?," MPRA Paper 56935, University Library of Munich, Germany.
    22. Kumar, Neha & Quisumbing, Agnes R., 2013. "Gendered impacts of the 2007–2008 food price crisis: Evidence using panel data from rural Ethiopia," Food Policy, Elsevier, vol. 38(C), pages 11-22.
    23. Hoddinott, John & Quisumbing, Agnes, 2003. "Methods for microeconometric risk and vulnerability assessments," Social Protection Discussion Papers and Notes 29138, The World Bank.
    24. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    25. Michael Rogan, 2013. "Alternative Definitions of Headship and the 'Feminisation' of Income Poverty in Post-Apartheid South Africa," Journal of Development Studies, Taylor & Francis Journals, vol. 49(10), pages 1344-1357, October.
    26. Dorrit Posel, 2001. "Who are the heads of household, what do they do, and is the concept of headship useful? An analysis of headship in South Africa," Development Southern Africa, Taylor & Francis Journals, vol. 18(5), pages 651-670.
    27. Elaina Rose, 1999. "Consumption Smoothing and Excess Female Mortality in Rural India," The Review of Economics and Statistics, MIT Press, vol. 81(1), pages 41-49, February.
    28. Flatø, Martin & Kotsadam, Andreas, 2014. "Droughts and Gender Bias in Infant Mortality in Sub-Saharan Africa," Memorandum 02/2014, Oslo University, Department of Economics.
    29. Haripriya Rangan & Mary Gilmartin, 2002. "Gender, Traditional Authority, and the Politics of Rural Reform in South Africa," Development and Change, International Institute of Social Studies, vol. 33(4), pages 633-658, September.
    30. Quisumbing, Agnes R. & Haddad, Lawrence & Pena, Christine, 2001. "Are women overrepresented among the poor? An analysis of poverty in 10 developing countries," Journal of Development Economics, Elsevier, vol. 66(1), pages 225-269, October.
    31. Byela Tibesigwa & L. Hunter & M. Collinson & Martine Visser & Wayne Twine, 2015. "Gender Differences in Climate Change Risk, Food Security and Adaptation: A Study of Rural Households’ Reliance on Agriculture and Natural Resources to Sustain Livelihoods," Working Papers 545, Economic Research Southern Africa.
    32. Buvinic, Mayra & Gupta, Geeta Rao, 1997. "Female-Headed Households and Female-Maintained Families: Are They Worth Targeting to Reduce Poverty in Developing Countries?," Economic Development and Cultural Change, University of Chicago Press, vol. 45(2), pages 259-280, January.
    33. Edward Miguel, 2005. "Poverty and Witch Killing," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(4), pages 1153-1172.
    34. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    35. 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.
    36. World Bank, 2012. "World Development Report 2012 [Rapport sur le développement dans le monde 2012]," World Bank Publications - Books, The World Bank Group, number 4391, December.
    37. Chudgar, Amita, 2011. "Female Headship and Schooling Outcomes in Rural India," World Development, Elsevier, vol. 39(4), pages 550-560, April.
    38. Persson, Torsten & Strömberg, David & Kudamatsu, Masayuki, 2012. "Weather and Infant Mortality in Africa," CEPR Discussion Papers 9222, C.E.P.R. Discussion Papers.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Etayibtalnam Koudjom, 2022. "Climate change adaptation and maize productivity: a gender-based analysis," Climatic Change, Springer, vol. 173(1), pages 1-22, July.
    2. Osmani, Ahmad Reshad & Okunade, Albert, 2021. "A Double-Hurdle Model of Healthcare Expenditures across Income Quintiles and Family Size: New Insights from a household Survey," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 14(6), pages 246-246.
    3. Mr. Matthieu Bellon & Carlo Pizzinelli & Mr. Roberto Perrelli, 2020. "Household Consumption Volatility and Poverty Risk: Case Studies from South Africa and Tanzania," IMF Working Papers 2020/051, International Monetary Fund.
    4. Sen, Kritika & Villa, Kira M., 2022. "Rainfall shocks and adolescent school-work transition: Evidence from rural South Africa," 2022 Annual Meeting, July 31-August 2, Anaheim, California 322383, Agricultural and Applied Economics Association.
    5. Gideon Baffoe & Hirotaka Matsuda, 2018. "An Empirical Assessment of Households Livelihood Vulnerability: The Case of Rural Ghana," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 140(3), pages 1225-1257, December.
    6. Naser Amanzadeh & Toshi H. Arimura & Mohammad Vesal & Seyed Farshad Fatemi Ardestani, 2021. "The Distributional Effects of Climate Change:Evidence from Iran," RIEEM Discussion Paper Series 2007, Research Institute for Environmental Economics and Management, Waseda University.
    7. Carpena, Fenella, 2019. "How do droughts impact household food consumption and nutritional intake? A study of rural India," World Development, Elsevier, vol. 122(C), pages 349-369.
    8. Rao, Nitya & Singh, Chandni & Solomon, Divya & Camfield, Laura & Sidiki, Rahina & Angula, Margaret & Poonacha, Prathigna & Sidibé, Amadou & Lawson, Elaine T., 2020. "Managing risk, changing aspirations and household dynamics: Implications for wellbeing and adaptation in semi-arid Africa and India," World Development, Elsevier, vol. 125(C).
    9. Vladimir Otrachshenko & Olga Popova & Nargiza Alimukhamedova, 2024. "Rainfall variability and labor allocation in Uzbekistan: the role of women’s empowerment," Post-Soviet Affairs, Taylor & Francis Journals, vol. 40(2), pages 119-138, March.
    10. Ray-Bennett, Nibedita S., 2018. "Disasters, Deaths, and the Sendai Goal One: Lessons from Odisha, India," World Development, Elsevier, vol. 103(C), pages 27-39.
    11. Eastin, Joshua, 2018. "Climate change and gender equality in developing states," World Development, Elsevier, vol. 107(C), pages 289-305.
    12. Rutakumwa, Rwamahe & Pain, Adam & Bukenya, Dominic & Tumwekwase, Grace & Ssembajja, Fatuma & Seeley, Janet, 2017. "Gender, land and responses to health and environmental shocks in rural South Western Uganda," Journal of Gender, Agriculture and Food Security (Agri-Gender), Africa Centre for Gender, Social Research and Impact Assessment, vol. 2(2), April.
    13. Jeetendra Prakash Aryal & Tek Bahadur Sapkota & Dil Bahadur Rahut & Hom Nath Gartaula & Clare Stirling, 2022. "Gender and climate change adaptation: A case of Ethiopian farmers," Natural Resources Forum, Blackwell Publishing, vol. 46(3), pages 263-288, August.
    14. Margaret Chitiga-Mabugu & Martin Henseler & Helene Maisonnave & Ramos Mabugu, 2023. "Climate Change and Women - Impacts and Adaptation," Post-Print hal-04072199, HAL.
    15. Teresa Cappelli & Luca Tiberti & Elisa Ticci, 2023. "Climate, women's resilience and mediating channels in rural Benin," Working Papers - Economics wp2023_08.rdf, Universita' degli Studi di Firenze, Dipartimento di Scienze per l'Economia e l'Impresa.
    16. Boureima Sawadogo, 2022. "Drought Impacts on the Crop Sector and Adaptation Options in Burkina Faso: A Gender-Focused Computable General Equilibrium Analysis," Sustainability, MDPI, vol. 14(23), pages 1-22, November.
    17. Stanley Sharaunga & Maxwell Mudhara, 2021. "Analysis of Livelihood Strategies for Reducing Poverty Among Rural Women's Households: A Case Study of KwaZulu‐Natal, South Africa," Journal of International Development, John Wiley & Sons, Ltd., vol. 33(1), pages 127-150, January.
    18. R.M.N.N. Senavirathna & R.M.N.S. Senavirathna, 2023. "Healthcare Expenditures Across Household Headship and Expenditure Quintiles: Insights From a Household Survey," International Journal of Research and Innovation in Social Science, International Journal of Research and Innovation in Social Science (IJRISS), vol. 7(3), pages 117-131, March.
    19. Shayegh, Soheil & Dasgupta, Shouro, 2022. "Climate change, labour availability and the future of gender inequality in South Africa," LSE Research Online Documents on Economics 115183, London School of Economics and Political Science, LSE Library.
    20. Karim, Azreen, 2018. "The Household Response to Persistent Natural Disasters: Evidence from Bangladesh," World Development, Elsevier, vol. 103(C), pages 40-59.

    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. Khanal, Aditya & Mishra, Ashok, 2016. "Income Risk, Habit Formation, and Precautionary Savings: The Case of Rural Households," 2016 Annual Meeting, July 31-August 2, Boston, Massachusetts 235597, Agricultural and Applied Economics Association.
    2. 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.
    3. Alessandro Federici & Pierluigi Montalbano, 2012. "Macroeconomic volatility, consumption behaviour and welfare: A cross-country analysis," Working Paper Series 3612, Department of Economics, University of Sussex Business School.
    4. Ken Chamuva Shawa, 2016. "Drivers Of Private Saving In Sub-Saharan African Countries," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 41(2), pages 77-110, June.
    5. Emiliano Magrini & Pierluigi Montalbano, 2012. "Trade openness and vulnerability to poverty: Vietnam in the long-run (1992-2008)," Working Paper Series 3512, Department of Economics, University of Sussex Business School.
    6. Grigoli, Francesco & Herman, Alexander & Schmidt-Hebbel, Klaus, 2018. "Saving in the world," World Development, Elsevier, vol. 104(C), pages 257-270.
    7. repec:dau:papers:123456789/7310 is not listed on IDEAS
    8. Alessandra Guariglia & Byung‐Yeon Kim, 2003. "The Effects of Consumption Variability on Saving: Evidence from a Panel of Muscovite Households," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 65(3), pages 357-377, July.
    9. Brückner, Markus & Gradstein, Mark, 2013. "Effects of transitory shocks to aggregate output on consumption in poor countries," Journal of International Economics, Elsevier, vol. 91(2), pages 343-357.
    10. Fidrmuc, Jarko & Degler, Moritz, 2021. "Temporal And Spatial Dependence Of Interregional Risk Sharing: Evidence From Russia," Macroeconomic Dynamics, Cambridge University Press, vol. 25(1), pages 178-200, January.
    11. Björn Brey & Matthias S. Hertweck, 2023. "The dynamic effects of monsoon rainfall shocks on agricultural yield, wages, and food prices in India," Scandinavian Journal of Economics, Wiley Blackwell, vol. 125(3), pages 616-654, July.
    12. Li, Zhimin & Ligon, Ethan, 2020. "Inferring informal risk-sharing regimes: Evidence from rural Tanzania," Journal of Economic Behavior & Organization, Elsevier, vol. 177(C), pages 941-955.
    13. Doug J. Chung & Byungyeon Kim & Byoung G. Park, 2019. "How Do Sales Efforts Pay Off? Dynamic Panel Data Analysis in the Nerlove–Arrow Framework," Management Science, INFORMS, vol. 65(11), pages 5197-5218, November.
    14. Eoin McGuirk & Marshall Burke, 2020. "The Economic Origins of Conflict in Africa," Journal of Political Economy, University of Chicago Press, vol. 128(10), pages 3940-3997.
    15. Sekhri, Sheetal & Storeygard, Adam, 2014. "Dowry deaths: Response to weather variability in India," Journal of Development Economics, Elsevier, vol. 111(C), pages 212-223.
    16. Andreas Freytag & Sebastian Voll, 2013. "Institutions and savings in developing and emerging economies," Public Choice, Springer, vol. 157(3), pages 475-509, December.
    17. Lilianne Isabel Pavón Cuéllar, 2019. "International financial inclusion: Multidimensional determinants of access to saving and credit," Zbornik radova Ekonomskog fakulteta u Rijeci/Proceedings of Rijeka Faculty of Economics, University of Rijeka, Faculty of Economics and Business, vol. 37(2), pages 401-425.
    18. Dilla, Diana, 2017. "Staatsverschuldung und Verschuldungsmentalität [Public Debt and Debt Mentality]," MPRA Paper 79432, University Library of Munich, Germany.
    19. Amin Karimu & George Adu & George Marbuah & Justice Tei Mensah & Franklin Amuakwa-Mensah, 2017. "Natural Resource Revenues and Public Investment in Resource-rich Economies in Sub-Saharan Africa," Review of Development Economics, Wiley Blackwell, vol. 21(4), pages 107-130, November.
    20. Michael Rogan, 2012. "Poverty and headship in post-apartheid South Africa, 1997-2008," Working Papers 288, Economic Research Southern Africa.
    21. Michael Rogan, 2013. "Poverty and Headship in Post-apartheid South Africa, 1997–2006," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 113(1), pages 491-511, August.

    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:eee:wdevel:v:90:y:2017:i:c:p:41-62. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/worlddev .

    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.