| [1] | Fonta, W., Edame, G., Anam, B. E., & Duru, E. J. (2011). Climate change, food security and agricultural productivity in Africa: Issues and policy directions. International Journal of Humanities and Social Science. |
| |
| [2] | Kemoe, L., Lanci, L., Mitra, P., Muehlschlegel, T., Okou, C., Spray, J., ... & Unsal, F. (2022). Climate change and chronic food insecurity in sub-saharan africa. Population and Development Review. |
| |
| [3] | Asogwa, I., & Onyegbulam, L. A. (2020). Climatic Dynamics and Food Security Implications in Sub-Sahara Africa. Preprints. |
| |
| [4] | Murray-Tortarolo, G. N., Jaramillo, V. J., & Larsen, J. (2018). Food security and climate change: the case of rainfed maize production in Mexico. Agricultural and Forest Meteorology, 253, 124-131. |
| |
| [5] | Onyutha, C. (2019). African food insecurity in a changing climate: The roles of science and policy. Food and Energy Security, 8(1), e00160. |
| |
| [6] | Baptista, D. M. S., Farid, M. M., Fayad, D., Kemoe, L., Lanci, L. S., Mitra, M. P., ... & Unsal, M. F. D. (2022). Climate change and chronic food insecurity in sub-Saharan Africa. International Monetary Fund. |
| |
| [7] | Ibe, G. O., and J. Amikuzuno. "Climate change in Sub-Saharan Africa: A menace to agricultural productivity and ecological protection." Journal of Applied Sciences and Environmental Management 23.2 (2019): 329-335. |
| |
| [8] | Müller, C., Cramer, W., Hare, W. L., & Lotze-Campen, H. (2011). Climate change risks for African agriculture. Proceedings of the national academy of sciences, 108(11), 4313-4315. |
| |
| [9] | Baggs, E. M., Cairns, J. E., Mhlanga, B., Petroli, C. D., Chamberlin, J., Karwat, H., ... & Gowda, M. S. (2023). Exploiting crop genotype-specific root-soil interactions to enhance agronomic efficiency. Frontiers in Soil Science, 3, 1125604. |
| |
| [10] | Lemessa, S. D., Watebaji, M. D., & Yismaw, M. A. (2019). Climate change adaptation strategies in response to food insecurity: The paradox of improved potato varieties adoption in eastern Ethiopia. Cogent Food & Agriculture, 5(1), 1640835. |
| |
| [11] | Sultan, B., Ahmed, A. I., Faye, B., & Tramblay, Y. (2023). Less negative impacts of climate change on crop yields in West Africa in the new CMIP6 climate simulations ensemble. PLOS Climate, 2(12), e0000263. |
| |
| [12] | Bhatnagar, S., Chaudhary, R., Sharma, S., Janjhua, Y., Thakur, P., Sharma, P., & Keprate, A. (2024). Exploring the Dynamics of Climate-Smart Agricultural Practices for Sustainable Resilience in a Changing Climate. Environmental and Sustainability Indicators, 100535. |
| |
| [13] | Mpala, T. A., & Simatele, M. D. (2024). Climate-smart agricultural practices among rural farmers in Masvingo district of Zimbabwe: Perspectives on the mitigation strategies to drought and water scarcity for improved crop production. Frontiers in Sustainable Food Systems, 7, 1298908. |
| |
| [14] | Reardon, T., & Zilberman, D. (2018). Climate smart food supply chains in developing countries in an era of rapid dual change in agrifood systems and the climate. Climate smart agriculture: building resilience to climate change, 335-351. |
| |
| [15] | Díaz-Bonilla, E., De Salvo, C. P., & Egas, J. (2019). Fiscal policies in agriculture and producer support estimates in Latin America and the Caribbean. - Food, agriculture and rural development in Latin America and the Caribbean. Santiago, Document No 8. FAO. 24 p. |
| |
| [16] | Pigato, M. A. (2019). Fiscal policies for development and climate action. M. Pigato (Ed.). Washington, DC: World Bank Group |
| |
| [17] | Jennings, S., Challinor, A., Smith, P., Macdiarmid, J. I., Pope, E., Chapman, S., ... & Benton, T. (2024). Stakeholder-driven transformative adaptation is needed for climate-smart nutrition security in sub-Saharan Africa. Nature food, 5(1), 37-47. |
| |
| [18] | Simane, B., Kapwata, T., Naidoo, N., Cissé, G., Wright, C. Y., & Berhane, K. (2025). Ensuring Africa’s Food Security by 2050: The Role of Population Growth, Climate-Resilient Strategies, and Putative Pathways to Resilience. Foods, 14(2), 262. |
| |
| [19] | UNCCD. (2015). Climate change and land degradation: Bridging knowledge andstakeholders. Outcomes from the UNCCD 3rd Scientific Conference, 9-12 March 2015, Cancún, Mexico. Bonn, Germany. United Nations Convention to Combat Desertification |
| |
| [20] | UNCCD (2025a). Food security & agriculture. UN Convention to Combat Désertification. Retrieved on June 8, 2025, from https:// www.unccd.int/land-and-life/food-security-agriculture/overview. |
| |
| [21] | UNCCD.(2025b). The Global Food Security Index. UN Convention to Combat Desertification. Retrieved on June, 08 from https:// www.unccd.int/ resources/ knowledge-sharing-system/ global-food-security-index. |
| |
| [22] | Devereux, S. (2016). Social protection for enhanced food security in sub-Saharan Africa. Food policy, 60, 52-62. |
| |
| [23] | Pernechele, V., Fontes, F., Baborska, R., Nkuingoua, J., Pan, X., & Tuyishime, C. (2021). Public expenditure on food and agriculture in sub-Saharan Africa: trends, challenges and priorities. Food & Agriculture Org. |
| |
| [24] | International Monetary Fund (IMF). 2022. “Building A More Food-Secure Sub-Saharan Africa.” In Regional Economic Outlook: Sub-Saharan Africa— Living on the Edge, Washington, DC, October. |
| |
| [25] | Hemming, D. J., Chirwa, E. W., Dorward, A., Ruffhead, H. J., Hill, R., Osborn, J., ... & Phillips, D. (2018). Agricultural input subsidies for improving productivity, farm income, consumer welfare and wider growth in low‐and lower‐middle‐income countries: a systematic review. Campbell Systematic Reviews, 14(1), 1-153. |
| |
| [26] | Bjornlund, V., Bjornlund, H., & van Rooyen, A. (2022). Why food insecurity persists in sub-Saharan Africa: A review of existing evidence. Food security, 14(4), 845-864. |
| |
| [27] | Maharjan, K., & Chaudhary, D. (2021). Scenario and policy of decent nutrition and food security in the Post-Covid-19 in Nepal. Journal La Sociale, 2(1), 10-17. |
| |
| [28] | Fontan S.C., & Mughal, M. (2019). From Maputo to Malabo: public agricultural spending and food security in Africa. Applied economics, 51(46), 5045-5062. |
| |
| [29] | FAO. (2022). Unlocking public expenditure to transform agrifood systems in sub-Saharan Africa. FAO Agricultural Development Economics Policy Brief, No. 57. Rome. |
| |
| [30] | Akuja, T. E., & Kandagor, J. (2019). A review of policies and agricultural productivity in the arid and semi-arid lands (ASALS), Kenya: the case of Turkana County. Journal of Applied Biosciences, 140, 14304-14315. |
| |
| [31] | Ulimwengu, J. M., Mutyasira, V., & Keizire, B. (2024). Key principles for country theory of change for food systems transformation anchored in CAADP strategic and action plan (2026-2035). |
| |
| [32] | Masipa, T. (2017). The impact of climate change on food security in South Africa: Current realities and challenges ahead. Jàmbá: Journal of Disaster Risk Studies, 9(1), 1-7. |
| |
| [33] | World Bank Group. (2022). Putting Africans at the Heart of Food Security and Climate Resilience. World Bank Publications. Retrieved https://www.worldbank.org/en/news/immersive-story/ 2022/10/17/ putting-africans-at- the-heart-of-food-security-and-climate-resilience. |
| |
| [34] | Guenette, J. D., Kenworthy, P. G., & Wheeler, C. M. (2022). Implications of the War in Ukraine for the Global Economy. World Bank Publications. |
| |
| [35] | Maranzano, P., & Romano, R. (2025). The European Economic Transition before, during, and after the Pandemic through the War in Ukraine. Forum for Social Economics (Vol. 54, No. 1, pp. 114-140). Routledge. |
| |
| [36] | Ofori, S. A., Cobbina, S. J., & Obiri, S. (2021). Climate change, land, water, and food security: Perspectives From Sub-Saharan Africa. Frontiers in Sustainable Food Systems, 5, 680924. |
| |
| [37] | Olaoye, O.O. et al., 2023. Soaring inflation in sub-Saharan Africa: A fiscal root?. Quality & Quantity, 58(1), pp.987–1009. |
| |
| [38] | Rahal, I., & Elloumi, A. (2023). Climate change's effects on food Security in Sub-Saharan Africa (SSA). Munich Personal RePEc Archive (MPRA). MPRA Paper No. 118569. Online at https://mpra.ub.uni-muenchen.de/118569/. |
| |
| [39] | Shinjiro, A. (2025). Lagging Agricultural Development in Africa and the Way Forward: Progress and Challenges for the Comprehensive Africa Agriculture Development Programme (CAADP). JICA Ogata Research Institute Policy Note No.14 January 2025. |
| |
| [40] | Gilligan, D. O., Leight, J., de Brauw, A., Läderach, P., Mekuria, W. M., & Kosec, K. (2024). Presentations for Learning Support for a Multi-Country Climate Resilience Programme for Food Security. International Food Policy Research Institute (IFPRI). |
| |
| [41] | Gitz, V., Meybeck, A., Lipper, L., Young, C. D., & Braatz, S. (2016). Climate change and food security: risks and responses. Food and Agriculture Organization of the United Nations (FAO) Report, 110(2), 3-36. |
| |
| [42] | Asuamah Y. S. (2024). Assessing Climate Change Impacts on Food Security in Africa: Regional Variations and Socio-Economic Perspectives. Munich Personal RePEc Archive. https:// mpra.ub.uni-muenchen.de/ 120918/1/MPRA_paper_120918.pdf. |
| |
| [43] | O’Neill B, van Aalst M, Zaiton Ibrahim Z, Berrang Ford L, Bhadwal S, et al., 2022. Key risks across sectors and regions. In Climate Change 2022: Impacts, Adaptation and Vulnerability. Contribution of Working Group II to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change, ed. H-O Pörtner, DC Roberts, M Tignor, ES Poloczanska, K Mintenbeck, et al., pp. 2411–538. Cambridge, UK: Cambridge Univ. Pres. |
| |
| [44] | Lobell, D. B., Bänziger, M., Magorokosho, C., & Vivek, B. (2011). Nonlinear heat effects on African maize as evidenced by historical yield trials. Nature climate change, 1(1), 42-45. |
| |
| [45] | Bakhsh, K., & Kamran, M. A. (2019). Adaptation to climate change in rain-fed farming system in Punjab, Pakistan. International Journal of the Commons, 13(2). |
| |
| [46] | Malthus, T. R. (1986). An essay on the principle of population (1798). The Works of Thomas Robert Malthus, London, Pickering & Chatto Publishers, 1, 1-139. |
| |
| [47] | Lin, J. Y., & Yang, D. T. (2000). Food availability, entitlements and the Chinese famine of 1959–61. The Economic Journal, 110(460), 136-158. |
| |
| [48] | Gerber, A. (2017). Why do some Food Availability Policies Fail? A Simulation Approach to Understanding Food Production Systems in South‐east Africa. Systems Research and Behavioral Science, 34(4), 386-400. |
| |
| [49] | Sen, A. (1981). Ingredients of famine analysis: availability and entitlements. The quarterly journal of economics, 96(3), 433-464. |
| |
| [50] | Osmani, S. R. (1993). The Entitlement Approach to famine an assessment. Research in Agricultural & Applied Economcis. Retrieved on June 15, 2025 from https://ageconsearch.umn.edu/. |
| |
| [51] | Bowbrick, P. (2022). Entitlement and food availability decline (FAD)–the use of fraud and abuse in famine economics. MPRA Paper No. 115162 online at https://mpra.ub.uni-muenchen.de/115162/. |
| |
| [52] | Wheeler, T., & Von Braun, J. (2013). Climate change impacts on global food security. Science, 341(6145), 508-513. |
| |
| [53] | Hiç, Ö. (2019). Evolution of new Keynesian economics. Procedia Computer Science, 158, 1025-1032. |
| |
| [54] | Benson, C., & Clay, E. J. (2004). Understanding the economic and financial impacts of natural disasters (No. 4). World Bank Publications. |
| |
| [55] | Das, S. (2016). Economics of natural disasters in Odisha. The economy of Odisha: A profile, 266-300. |
| |
| [56] | Ostrom, E. (2009). A general framework for analyzing sustainability of social-ecological systems. Science, 325(5939), 419-422. |
| |
| [57] | FAO. (2021). Resilient food systems – A proposed analytical strategy for empirical applications. FAO Agricultural Development Economics Working Paper 21-10. Food and Agriculture Organization of the United Nations. Retrieved from https://openknowledge.fao.org/bitstreams/3a34460a-d46a-461e-ace5-c9c814b78b61/download/. |
| |
| [58] | Constas, M. A., Frankenberger, T., Hoddinott, J., & Mock, N. (2014). A common analytical model for resilience measurement: Causal framework and methodological options. Food Security, 6(3), 283-297. |
| |
| [59] | Folke, C., Carpenter, S., Walker, B., Scheffer, M., Chapin, T., & Rockström, J. (2010). Resilience thinking: Integrating resilience, adaptability and transformability. Ecology and Society, 15(4), 20. |
| |
| [60] | Sabola, G. A. (2024). Climate change impacts on agricultural trade and food security in emerging economies: Case of Southern Africa. Discover Agriculture, 2(1), 12. |
| |
| [61] | Ringler, C., Zhu, T., Cai, X., Koo, J., & Wang, D. (2010). Climate change impacts on food security in sub-Saharan Africa. Insights from comprehensive climate change scenarios, 2. |
| |
| [62] | Adesete, A. A., Olanubi, O. E., & Dauda, R. O. S. (2022). Climate change and food security in selected Sub-Saharan African Countries. Environment Development and Sustainability, 25(12), 14623. |
| |
| [63] | Affoh, R., Zheng, H., Dangui, K., & Dissani, B. M. (2022). The impact of climate variability and change on food security in sub-saharan africa: Perspective from panel data analysis. Sustainability, 14(2), 759. |
| |
| [64] | Lefe, H., Deome, Y., Njong, A. M., & Edeme, R. K. (2024). A vision of achieving food security: Does physical infrastructure matter? A Sub-Saharan African perspective. Cogent Food & Agriculture, 10(1), 2350146. |
| |
| [65] | Berhanu, M., & Wolde, A. O. (2019). Review on climate change impacts and its adaptation strategies on food security in Sub-Saharan Africa. Agricultural Socio-Economics Journal, 19(3), 145-154. |
| |
| [66] | Britto, D.S., Bijale, D.M., & Prashant, D. (2024). "Impact of Climate Variability on Agricultural Land Use: Case Studies from Vulnerable Regions". Journal of Applied Bioanalysis. |
| |
| [67] | Jahansoozi, M., Farahani, H., Mohammadi Yeganeh, B., & Einali, J. (2024). Analysis of the effects of climate change on resilience and food security of rural households, a case study of Mashhad Township in Iran. GeoJournal, 89(4), 176. |
| |
| [68] | Bununu, Y. A., Bello, A., & Ahmed, A. (2023). Land cover, land use, climate change and food security. Sustainable Earth Reviews, 6(1), 16. |
| |
| [69] | Habte, E., Marenya, P., Beyene, F., & Bekele, A. (2023). Reducing susceptibility to drought under growing conditions as set by farmers: the impact of new generation drought tolerant maize varieties in Uganda. Frontiers in Sustainable Food Systems, 6, 854856. |
| |
| [70] | Janjua, L.R. et al., 2023. Impact of energy security and economic growth on poverty: sample of Sub-Saharan Africa. Environment, Development and Sustainability, 26(10), pp.25459–25484. |
| |
| [71] | Dasgupta, S., & Robinson, E. J. (2021). Improving food policies for a climate insecure world: evidence from Ethiopia. National Institute Economic Review, 258, 66-82. |
| |
| [72] | Doku, I., & Phiri, A. (2023). Is Climate Finance Helping Stabilise Food Prices in Sub-Saharan Africa?. Managing Global Transitions, 21(4). |
| |
| [73] | Phiri, A., & Doku, I. (2024). Is climate finance aiding food security in developing countries? A focus on Sub-Sahara Africa. Cogent Economics & Finance, 12(1), 2312777. |
| |
| [74] | Henderson, P., Chugg, B., Anderson, B., & Ho, D. E. (2022, November). Beyond ads: Sequential decision-making algorithms in law and public policy. In Proceedings of the 2022 Symposium on Computer Science and Law (pp. 87-100). |
| |
| [75] | Oyelami, L. O., Edewor, S. E., Folorunso, J. O., & Abasilim, U. D. (2023). Climate change, institutional quality and food security: Sub-Saharan African experiences. Scientific African, 20, e01727. |
| |
| [76] | Mokoena, M. & Mazenda, A., 2023. The role of fiscal policy on poverty reduction in South Africa. Future Business Journal, 9(1). |
| |
| [77] | Xiong, R., Peng, H., Chen, X. and Shuai, C., 2024. Machine learning-enhanced evaluation of food security across 169 economies. Environment, Development and Sustainability, 26(10), pp.26971-27000. |
| |
| [78] | Ahmed, Z., Kadir, A., Alam, R., & Laskor, M. A. H. (2025). The impact of staple crop price instability and fragmented policy on food security and sustainable development: a case study from Bangladesh. Discover Sustainability, 6(1), 1-23. |
| |
| [79] | Azimi, M. N., & Rahman, M. M. (2024). Food insecurity, environment, institutional quality, and health outcomes: evidence from South Asia. Globalization and Health, 20(1), 21. |
| |
| [80] | Wang, Y., Gong, J., Yang, Z., & Zhu, Y. (2025). Social-ecological system research in a changing world: State of the art and future challenges. Journal of Cleaner Production, 144725. |
| |
| [81] | Omri, A., & Kahia, M. (2024). Natural resources abundance and human well-being: The role of institutional quality. Social Indicators Research, 173(3), 607-644. |
| |
| [82] | Abayomi, O. J., Zhang, X., Peng, X., & Zhao, S. (2020). How do institutional pressures and behavioral intentions affect mobile services adoption? The moderating role of perceived risk. ACM SIGMIS Database: the DATABASE for Advances in Information Systems, 51(2), 82-100. |
| |
| [83] | Klostermeyer, P., Klivan, S., Höltervennhoff, S., Krause, A., Busch, N., & Fahl, S. (2024, December). Skipping the Security Side Quests: A Qualitative Study on Security Practices and Challenges in Game Development. In Proceedings of the 2024 on ACM SIGSAC Conference on Computer and Communications Security (pp. 2651-2665). |
| |
| [84] | Qingshi, W., Awan, M. A., & Ashraf, J. (2020). The Impact of Political Risk and Institutions on Food Security. Current Research in Nutrition & Food Science, 8(3). |
| |
| [85] | Qazi, A., & Al-Mhdawi, M. K. S. (2025). Quality and safety nexus: exploring critical factors in global food security. International Journal of Quality & Reliability Management, 42(3), 1018-1040. |
| |
| [86] | Global Food Security Index (2022): Country Profiles. Economist Impact. Retrieved on 31 May 2025 from https:// impact.economist.com/ sustainability/project/food-security-index/ explore-countries. |
| |
| [87] | Arellano, M., & Bond, S. (1991). Some tests of specification for panel data: Monte Carlo evidence and an application to employment equations. The review of economic studies, 58(2), 277-297. |
| |
| [88] | Blundell, R., & Bond, S. (1998). Initial conditions and moment restrictions in dynamic panel data models. Journal of econometrics, 87(1), 115-143. |
| |
| [89] | Blundell, R., & Bond, S. (2000). GMM estimation with persistent panel data: an application to production functions. Econometric reviews, 19(3), 321-340. |
| |
| [90] | Akinbode, S. O., Okuneye, P. A., & Onyeukwu, C. O. (2022). Inequality, population growth, and hunger in Sub-Saharan Africa. SN Social Sciences, 2(11), 250. |
| |
| [91] | Algifahri, A., & Heriqbaldi, U. (2023). The Influence of economic uncertainty on food security and the moderating role of trade openness in developing countries. JDE (Journal of Developing Economies), 8(2), 271-284. |
| |
| [92] | FAO. (2024). Monitoring and Analysing Food and Agricultural Policies: Data hub – Public expenditure. Retrieved on May 07, 2025 from https://www.fao.org/in-action/mafap/data-hub. |
| |
| [93] | ReSAKSS (2023). Data compiled for tracking implementation of the Comprehensive Africa Agriculture Development Programme (CAADP). Regional Strategic Analysts and Knowledge Support System. Accessed on 29/5/25 from www.resakss.org/. |
| |