Research article

Exploring uncertainty in the household water, energy, and food nexus: trade-offs and synergies in South Africa

  • Thulani NINGI ,
  • Amon TARUVINGA ,
  • Leocadia ZHOU ,
  • Saul NGARAVA
Expand
  • aDepartment of Agricultural Economics, Extension and Agribusiness, University of Fort Hare, Alice, 5700, South Africa
    bConservation International, Moore Centre for Science, Arlington, 22202, USA
    cCentre for Global Change, University of Fort Hare, Alice, 5700, South Africa
    dSchool of Natural Science, College of Health and Natural Science, University of Lincoln, Lincoln, LN6 7TS, UK
*E-mail address: thulaniningi96@gmail.com (Thulani NINGI).

Received date: 2025-07-02

  Revised date: 2025-09-05

  Accepted date: 2026-05-09

  Online published: 2026-05-22

Abstract

Access to water, energy, and food (WEF) remains a persistent challenge in many developing countries, particularly in rural areas where infrastructural limitations and socio-economic vulnerabilities intersect. At the household level, identifying the complex trade-offs and synergies within the water-energy-food (W-E-F) nexus remains a major challenge due to uncertainties and competing priorities. This study addressed this gap by applying partial correlation network analysis and Monte Carlo simulation (MCS) to model the interactions and sensitivities of WEF-related decisions among households. A cross-sectional survey was conducted with 655 households in the Amathole District Municipality (ADM), South Africa, using a mixed sampling approach. The analysis explored key trade-offs and synergies across the food-water (F-W), water-energy (W-E), food-energy (F-E), and W-E-F nexus dimensions. Findings revealed that income competition and transportation were major trade-offs, while solar pump use emerged as a significant synergy. Income competition had the highest node strength (0.872) and expected influence (1.117) in the W-E-F nexus trade-off network. Within the synergy network, the strongest node strength and expected influence were found for transportation (1.380 and 1.106, respectively) in the F-W nexus, good energy infrastructure (0.848 and 1.240, respectively) in the W-E nexus, and low energy cost (1.031 and 1.031, respectively) in the F-E nexus. Simulation results further indicated that income competition was highly sensitive to transportation and labour use, while synergies like solar pump use, good energy infrastructure, and low energy cost were most sensitive to changes in the use of modern energy, water saving technique, and use of modern energy, respectively. The study concluded that household-level WEF decisions were shaped by multidimensional trade-offs and synergies that were highly sensitive to resource access, infrastructure, and income dynamics. This study advanced understanding of household-level uncertainties in the W-E-F nexus and provided empirical evidence to inform policies aimed at strengthening household resilience and promoting sustainable governance.

Cite this article

Thulani NINGI , Amon TARUVINGA , Leocadia ZHOU , Saul NGARAVA . Exploring uncertainty in the household water, energy, and food nexus: trade-offs and synergies in South Africa[J]. Regional Sustainability, 2026 , 7(3) : 100355 . DOI: 10.1016/j.regsus.2026.100355

References

[1] ADB (Asian Development Bank), 2013. Asian Water Development Outlook 2013: Measuring Water Security in Asia and the Pacific. [2025-05-20]. https://www.adb.org/sites/default/files/publication/30190/asian-water-development-outlook-2013.pdf.
[2] Adeyeye, S.A.O., 2017. The role of food processing and appropriate storage technologies in ensuring food security and food availability in Africa. Nutrition & Food Science. 47(1), 122-139.
[3] ADM (Amathole District Municipality), 2025. Amathole District Municipality Integrated Development Plan 2025/26. [2025-12-25]. https://www.amathole.co.za/index.php/page-builder/addons-list-2/slideshow/78-2025-26-draft-idp.
[4] Akinyemi, B.E., Mushunje, A., Fashogbon, A.E., 2018. Factors explaining household payment for potable water in South Africa. Cogent Social Sciences. 4(1), 1464379, doi: 10.1080/23311886.2018.1464379.
[5] Al-Saidi, M., Elagib, N.A., 2017. Towards understanding the integrative approach of the water, energy and food nexus. Science of The Total Environment. 574, 1131-1139.
[6] Allouche, J., 2024. Nexus framing of sustainability issues: feasibility, synergies, and trade-offs in terms of water-energy-food. Annual Review of Environment and Resources. 49, 501-518.
[7] Arena, O., Salerno, C., 2020. Four Ways to Address Food Insecurity Through Transportation Improvements. [2025-03-12]. https://www.urban.org/urban-wire/four-ways-address-food-insecurity-through-transportation-improvements.
[8] Baba, K., Shibata, R., Sibuya, M., 2004. Partial correlation and conditional correlation as measures of Conditional Independence. Australian & New Zealand Journal of Statistics. 46(4), 657-664.
[9] Bacon, C.M., Kelley, L.C., Stewart-Frey, I., 2021. Toward a feminist political ecology of household food and water security during drought in northern Nicaragua. Ecology and Society. 27(1), 270116, doi: 10.5751/ES-12716-270116.
[10] Baiphethi, M.N., Jacobs, P.T., 2010. The contribution of subsistence farming to food security in South Africa. Agrekon. 48(4), 459-482.
[11] Beaulieu, E., Dehejia, V.H., 2007. International trade, labour turnover, and the wage premium:Testing the Bhagwati-Dehejia hypothesis for Canada.In: Trade, Globalization and Poverty. New York: Routledge, 78-118.
[12] Biggs, E.M., Bruce, E., Boruff, B., et al., 2015. Sustainable development and the water-energy-food nexus: A perspective on livelihoods. Environmental Science & Policy. 54, 389-397.
[13] Blanchard, T., Lyson, T., 2006. Food Availability and Food Deserts in the Nonmetropolitan South. In: Food Assistance Needs of the South’s Vulnerable Populations. [2025-06-20]. https://scholarsjunction.msstate.edu/cgi/viewcontent.cgi?article=1001&context=srdctopics-foodassistance.
[14] Burger, J., Isvoranu, A.M., Lunansky, G., et al., 2023. Reporting standards for psychological network analyses in cross-sectional data. Psychological Methods. 28(4), 806-824.
[15] Cai, X.M., Wallington, K., Shafiee-Jood, M., et al., 2018. Understanding and managing the food-energy-water nexus-opportunities for water resources research. Advances in Water Resources. 111, 259-273.
[16] Calderon-Ambelis, H., Keshwani, D.R., 2022. Sources of variability and uncertainty in food-energy-water nexus systems. Journal of the ASABE. 65(6), 1343-1353.
[17] Conway, D., Van Garderen, E.A., Deryng, D., et al., 2015. Climate and southern Africa’s water-energy-food nexus. Nature Climate Change. 5, 837-846.
[18] Costantini, G., Richetin, J., Borsboom, D., et al., 2015. Development of indirect measures of conscientiousness: Combining a facets approach and network analysis. European Journal of Personality. 29(5), 548-567.
[19] Daher, B.T., Mohtar, R.H., 2018. Water-energy-food (WEF) Nexus Tool 2.0: guiding integrative resource planning and decision-making. Water International. 40(5-6), 748-771.
[20] Dai, J.Y., Wu, S.Q., Han, G.Y., et al., 2018. Water-energy nexus: A review of methods and tools for macro-assessment. Applied Energy. 210, 393-408.
[21] Dargin, J., Berk, A., Mostafavi, A., 2020. Assessment of household-level food-energy-water nexus vulnerability during disasters. Sustainable Cities and Society. 62, 102366, doi: 10.1016/j.scs.2020.102366.
[22] Dickin, S., Bayoumi, M., Giné, R., et al., 2020. Sustainable sanitation and gaps in global climate policy and financing. npj Clean Water. 3, 24, doi: 10.1038/s41545-020-0072-8.
[23] Doss, C.R., 1996. Intrahousehold resource allocation in an uncertain environment. American Journal of Agricultural Economics. 78(5), 1335-1339.
[24] ECSECC (Eastern Cape Socio Economic Consultative Council), 2017. ECSECC Annual Report. [2025-06-10]. https://www.ecsecc.org/documentrepository/informationcentre/ecseccfinalapp20172018230217wed9marchsignoffwithcover_56748.pdf.
[25] Elmhirst, R., 2015. Feminist political ecology. In:The Routledge Handbook of Political Ecology. Abingdon: Routledge, 519-530.
[26] Endo, A., Yamada, M., Miyashita, Y., et al., 2020. Dynamics of water-energy-food nexus methodology, methods, and tools. Current Opinion in Environmental Science & Health. 13, 46-60.
[27] Fader, M., Cranmer, C., Lawford, R., et al., 2018. Toward an understanding of synergies and tradeoffs between water, energy, and food SDG targets. Frontiers in Environmental Science. 6, 112, doi: 10.3389/fenvs.2018.00112.
[28] FAO (Food and Agriculture Organisation), 2011. The State of Food and Agriculture: Women in Agriculture Closing the Gender Gap for Development. [2025-06-12]. https://www.fao.org/4/i2050e/i2050e.pdf.
[29] Farrance, I., Frenkel, R., 2014. Uncertainty in measurement: a review of Monte Carlo simulation using Microsoft Excel for the calculation of uncertainties through functional relationships, including uncertainties in empirically derived constants. The Clinical Biochemist Reviews. 35(1), 37-61.
[30] Gandidzanwa, C.P., Togo, M., 2022. Adaptive responses to water, energy, and food challenges and implications on the environment: An exploratory study of Harare. Sustainability. 14(16), 10260, doi: 10.3390/su141610260.
[31] Gaur, V., 2018. Decentralized energy in India and its synergies with Water-Energy-Food security (WEF) nexus. PhD Dissertation. Bonn: Bonn University.
[32] Graham, J.P., Hirai, M., Kim, S.S., 2016. An analysis of water collection labour among women and children in 24 sub-Saharan African countries. PLoS ONE. 11(6), e0155981, doi: 10.1371/journal.pone.0155981.
[33] Grey, D., Garrick, D., Blackmore, D., et al., 2013. Water security in one blue planet: twenty-first century policy challenges for science. Philosophical Transactions of the Royal Society A-mathematical Physical and Engineering Sciences. 371(2002), 20120406, doi: 10.1098/rsta.2012.0406.
[34] Guta, D.D., 2014. Effect of fuelwood scarcity and socio-economic factors on household bio-based energy use and energy substitution in rural Ethiopia. Energy Policy. 75, 217-227.
[35] Hamža, P., Schneider, J., 2015. Drinking water in the Amathole district, Republic of South Africa. International Conference on Applied Business Research. Talca, Chile.
[36] Hardaker, J.B., Huirne, R.B., Anderson, J.R., et al., 1997. Coping with Risk in Agriculture (3rd edition). Wallingford: CAB International.
[37] Hayat, M.B., Ali, D., Monyake, K.C., et al., 2019. Solar energy—A look into power generation, challenges, and a solar-powered future. International Journal of Energy Research. 43, 1049-1067.
[38] Hlahla, S., 2022. Gender perspectives of the water, energy, land, and food security nexus in sub-Saharan Africa. Frontiers in Sustainable Food Systems. 6, 719913, doi: 10.3389/fsufs.2022.719913.
[39] Hoff, H., 2011. Understanding the Nexus. Background Paper for The Bonn 2011 Nexus Conference:The Water, Energy and Food Security Nexus. Stockholm: Stockholm Environment Institute.
[40] HSRC (Human Science Research Council), 2024. Food Survey Shows Need for Area-specific Interventions in SA. [2025-05-20]. https://hsrc.ac.za/news/safe-communities/food-survey-shows-need-for-area-specific-interventions-in-sa/.
[41] Hussein, H., Ezbakhe, F., 2023. The water-employment-migration nexus: buzzword or useful framework? Development Policy Review. 41(3), e12676, doi: 10.1111/dpr.12676.
[42] Hussien, W.A., Memon, F.A., Savic, D.A., 2018. A risk-based assessment of the household water-energy-food nexus under the impact of seasonal variability. Journal of Cleaner Production. 171, 1275-1289.
[43] Hyder, A.A., Maman, S., Nyoni, J.E., et al., 2005. The pervasive triad of food security, gender inequity and women’s health: exploratory research from sub-Saharan Africa. African Health Sciences. 5(4), 328-334.
[44] IEA (International Energy Agency), 2021. World Energy Outlook 2021. [2025-04-20]. https://www.iea.org/reports/world-energy-outlook-2021.
[45] IPCC, 2014. Impacts, Adaptation and Vulnerability. Part B:Regional Aspects. Contribution of Working Group II to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change. Cambridge, United Kingdom and New York, NY: Cambridge University Press, 1-688.
[46] Itayi, C.L., Mohan, G., Saito, O., 2021. Understanding the conceptual frameworks and methods of the food-energy-water nexus at the household level for development-oriented policy support: A systematic review. Environmental Research Letters. 16(3), 033006, doi: 10.1088/1748-9326/abd660.
[47] Jaka, H., Tempelhoff, J.W.N., Musingafi, M.C.C., 2023. The WEF nexus and rural household security in Zimbabwe and South Africa. Rural Society. 32(2), 112-126.
[48] Ji, L., Zhang, B.B., Huang, G.H., et al., 2020. Multi-stage stochastic fuzzy random programming for food-water-energy nexus management under uncertainties. Resources, Conservation and Recycling. 155, 104665, doi: 10.1016/j.resconrec.2019.104665.
[49] Kaan, D., 1998. Defining risk and a framework for moving towards resilience in Agriculture. Risk and Resilience in Agriculture. 1, 1-4.
[50] Kenett, D.Y., Tumminello, M., Madi, A., et al., 2010. Dominating clasp of the financial sector revealed by partial correlation analysis of the stock market. PLoS ONE. 5(12), e15032, doi: 10.1371/journal.pone.0015032.
[51] Le, T.H., Pham, L., Do, H.X., 2023. Price risk transmissions in the water-energy-food nexus: Impacts of climate risks and portfolio implications. Energy Economics. 124, 106787, doi: 10.1016/j.eneco.2023.106787.
[52] Li, M., Fu, Q., Singh, V.P., et al., 2019. An optimal modelling approach for managing agricultural water-energy-food nexus under uncertainty. Science of The Total Environment. 651, 1416-1434.
[53] Longe, O.M., 2021. An assessment of the energy poverty and gender nexus towards clean energy adoption in rural South Africa. Energies. 14(12), 3708, doi: 10.3390/en14123708.
[54] Lucas, K., 2011. Making the connections between transport disadvantage and the social exclusion of low income populations in the Tshwane Region of South Africa. Journal of Transport Geography. 19(6), 1320-1334.
[55] Mabena, L., 2020. Water crisis persists in Amathole District Municipality. [2025-05-05]. https://localvoices.co.za/2020/12/23/water-crisis-persist-in-amathole-district-municipality/.
[56] Mabhaudhi, T., Simpson, G., Badenhorst, J., et al., 2018. Assessing the state of the water-energy-food (WEF) nexus in South Africa. In: Water Research Commission. WRC Report No KV 365/18. Durban, South Africa.
[57] Magreta, R., Henderson, N.G.O.N.G.O.L.A., Mangisoni, J., et al., 2021. Smallholder farmers’ resource allocation decisions in a maize-farming system under climate risks in Malawi. AGROFOR - International Journal. 6(1), 86, doi: 10.7251/AGRENG2101086M.
[58] Mahlalela, P.T., Blamey, R.C., Hart, N.C.G., et al., 2020. Drought in the Eastern Cape region of South Africa and trends in rainfall characteristics. Climate Dynamics. 55, 2743-2759.
[59] Mashnik, D., Jacobus, H., Barghouth, A., et al., 2017. Increasing productivity through irrigation: Problems and solutions implemented in Africa and Asia. Sustainable Energy Technologies and Assessments. 22, 220-227.
[60] Matebeni, F., 2018. Measuring rural household food security in the Nkonkobe local municipality, Eastern Cape Province of South Africa. Master Thesis. Stellenbosch: Stellenbosch University.
[61] Meerman, J., Aphane, J., 2012. Impact of High Food Prices on Nutrition. Rome: Food and Agriculture Organization of the United Nations.
[62] Meinzen-Dick, R.S., van Koppen, B., Behrman, J.A., et al., 2012. Putting gender on the map: Methods for mapping gendered farm management systems in sub-Saharan Africa. IFPRI Discussion Paper 1153. Washington, D.C.: International Food Policy Research Institute (IFPRI). https://hdl.handle.net/10568/39358.
[63] Mirzabaev, A., Guta, D., Goedecke, J., et al., 2015. Bioenergy, food security and poverty reduction: trade-offs and synergies along the water-energy-food security nexus. Water International. 40(5-6), 772-790.
[64] Mohtar, R.H., Daher, B., 2016. Water-energy-food nexus framework for facilitating multi-stakeholder dialogue. Water International. 41(5), 655-661.
[65] Mpandeli, S., Naidoo, D., Mabhaudhi, T., et al., 2018. Climate Change Adaptation through the Water-Energy-Food Nexus in Southern Africa. International Journal of Environmental Research and Public Health. 15, 2306, doi: 10.3390/ijerph15102306.
[66] Müller-Mahn, D., Gebreyes, M., 2019. Controversial connections: The water-energy-food nexus in the Blue Nile basin of Ethiopia. Land. 8(9), 135, doi: 10.3390/land8090135.
[67] Mundra, K., Rios-Avila, F., 2021. Using repeated cross-sectional data to examine the role of immigrant birth-country networks on unemployment duration: an application of Guell and Hu (2006) approach. Empirical Economics. 61, 389-415.
[68] Naidoo, D., Nhamo, L., Mpandeli, S., et al., 2021. Operationalising the water-energy-food nexus through the theory of change. Renewable and Sustainable Energy Reviews. 149, 111416, doi: 10.1016/j.rser.2021.111416.
[69] NenPower, 2024. How Solar Energy is Transforming Rural Communities. [2025-05-10]. https://nenpower.com/blog/how-solar-energy-is-transforming-rural-communities/.
[70] Ngarava, S., 2023. Takes more than two to tango: Intrahousehold food system agency and its intricacies in South Africa. Heliyon. 9(11), 21770, doi: 10.1016/j.heliyon.2023.e21770.
[71] Ngumbela, X.G., Khalema, E.N., Nzimakwe, T.I., 2019. Food insecurity conundrum: A case study of Amathole district in the Eastern Cape province of South Africa. International NGO Journal. 14(3), 13-21.
[72] Ngumbela, X.G., Khalema, E.N., Nzimakwe, T.I., 2020. Local worlds: Vulnerability and food insecurity in the Eastern Cape Province of South Africa. Jàmbá: Journal of Disaster Risk Studies. 12(1), a830, doi: 10.4102/jamba.v12i1.830.
[73] Nhamo, L., Ndlela, B., Nhemachena, C., et al., 2018. The water-energy-food nexus: Climate risks and opportunities in southern Africa. Water. 10(5), 567, doi: 10.3390/w10050567.
[74] Ningi, T., Taruvinga, A., Zhou, L., et al., 2021. Household water-energy-food security nexus: Empirical evidence from Hamburg and Melani communities in South Africa. International Journal of Development and Policy Studies. 10(8), 315-339.
[75] Ningi, T., Taruvinga, A., Zhou, L., et al., 2025a. Household-level socio-economic drivers of the trade-offs and synergies in the food, water and energy nexus: Empirical evidence from Amathole district municipality, South Africa. Water-Energy Nexus. 8, 132-141.
[76] Ningi, T., Taruvinga, A., Zhou, L., et al., 2025b. Household systematic network analysis for achieving the food-energy-water nexus in South Africa: exploring the relationship between FEW nexus synergies and trade-offs. Cogent Social Sciences. 11(1), 2549483, doi: 10.1080/23311886.2025.2549483.
[77] Nounkeu, C.D., Dharod, J.M., 2022. Water fetching burden: A qualitative study to examine how it differs by gender among rural households in the west region of Cameroon. Health Care for Women International. 43(9), 1023-1041.
[78] Pahl-Wostl, C., Gorris, P., Jager, N., et al., 2021. Scale-related governance challenges in the water-energy-food nexus: Toward a diagnostic approach. Sustainability Science. 16, 615-629.
[79] Putra, M.P.I.F., Pradhan, P., Kropp, J.P., 2020. A systematic analysis of Water-Energy-Food security nexus: A South Asian case study. Science of The Total Environment. 728, 138451, doi: 10.1016/j.scitotenv.2020.138451.
[80] Rasul, G., 2014. Food, water, and energy security in South Asia: A nexus perspective from the Hindu Kush Himalayan region. Environmental Science & Policy. 39, 35-48.
[81] Rumbayan, M., Kindangen, J., Sambul, A., et al., 2025. Solar energy implementation in rural communities and its contributions to SDGs: A systematic literature review. Unconventional Resources. 6, 100180, doi: 10.1016/j.uncres.2025.100180.
[82] Rockström, J., Falkenmark, M., Allan, T., et al., 2014. The unfolding water drama in the Anthropocene: towards a resilience-based perspective on water for global sustainability. Ecohydrology. 7(5), 1249-1261.
[83] Sood, A., Nicol, A., Arulingam, I., 2019. Unpacking the Water-Energy-Environment-Food Nexus: Working Across Systems. Colombo: International Water Management Institute.
[84] Statistics South Africa, 2016. General Household Survey. [2025-06-10]. https://www.statssa.gov.za/?page_id=6283.
[85] Statistics South Africa, 2022a. Census Data. [2025-04-20]. https://www.statssa.gov.za/?p=16716.
[86] Statistics South Africa, 2022b. Focus on Food Inadequacy and Hunger in South Africa in 2021. [2025-04-20]. https://www.statssa.gov.za/?p=16235.
[87] Toma, S.V., Chiriţă, M., Şarpe, D., 2012. Risk and uncertainty. Procedia Economics and Finance. 3,975-980.
[88] UNCTAD (UN Trade and Development), 2021. Over Half of the People in Least Developed Countries Lack Access to Electricity. [2025-03-10]. https://unctad.org/topic/least-developed-countries/chart-july-2021.
[89] van Els, R.H., de Souza Vianna, J.N., Brasil Jr, A.C.P., 2012. The Brazilian experience of rural electrification in the Amazon with decentralized generation-The need to change the paradigm from electrification to development. Renewable and Sustainable Energy Reviews. 16(3), 1450-1461.
[90] Villamor, G.B., 2023. Gender and water-energy-food nexus in the rural highlands of Ethiopia: where are the trade-offs? Land. 12(3), 585, doi: 10.3390/land12030585.
[91] Walsh, C.M., Van Rooyen, F.C., 2015. Household food security and hunger in rural and urban communities in the Free State Province, South Africa. Ecology of Food and Nutrition. 54(2), 118-137.
[92] Watts, M., 2017. Political ecology. In: Sheppard, E., Barnes, T.J., (eds.). A Companion to Economic Geography. Malden: Wiley-Blackwell, 257-274.
[93] Weitz, N., Carlsen, H., Nilsson, M., et al., 2018. Towards systemic and contextual priority setting for implementing the 2030 Agenda. Sustainability Science. 13, 531-548.
[94] World, Bank, 2007. Malawi Poverty and Vulnerability Assessment:Investing in Our Future. Washington DC: World Bank.
[95] Yamane, T., 1967. Statistics: An Introductory Analysis (2nd edition). New York: Harper and Row.
[96] Yu, L., Xiao, Y., Zeng, X., et al., 2020. Planning water-energy-food nexus system management under multi-level and uncertainty. Journal of Cleaner Production. 251, 119658, doi: 10.1016/j.jclepro.2019.119658.
[97] Yung, L., Louder, E., Gallagher, L., et al., 2019. How methods for navigating uncertainty connect science and policy at the water-energy-food nexus. Frontiers in Environmental Science. 7, 37, doi: 10.3389/fenvs.2019.00037.
[98] Zamxaka, Z., 2015. Factors affecting participation rates in farming in the rural areas of South Africa: Case of Amathole District Municipality. Master Thesis. Alice: University of Fort Hare.
Outlines

/