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Redesigning The Global Food Security Index: A Multivariate Composite I-Distance Indicator Approach

Author

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  • Maricic, Milica
  • Bulajic, Milica
  • Dobrota, Marina
  • Jeremic, Veljko

Abstract

The topic of food security has gained significant attention and importance due to its impact on political, economic, and humanitarian decisions governments make. Although composite indexes that measure food security have proliferated in the last decade, many questions regarding their methodologies remain unanswered. Among several composite indexes that aim to measure food security, the Global Food Security Index (GFSI) stands out for its solid methodology and reliable data sources. However, its weighting scheme can be categorized as biased. This paper attempts to overcome the issue of subjectively assigned weights to indicators and categories within the GFSI. Namely, we propose a statistical methodology, the Composite I-distance Indicator (CIDI), which is based on the I-distance method, for obtaining an unbiased weighting scheme. Our approach can serve as a foundation for future research on weighting schemes, which are enveloped with subjectivity.

Suggested Citation

  • Maricic, Milica & Bulajic, Milica & Dobrota, Marina & Jeremic, Veljko, 2016. "Redesigning The Global Food Security Index: A Multivariate Composite I-Distance Indicator Approach," International Journal of Food and Agricultural Economics (IJFAEC), Alanya Alaaddin Keykubat University, Department of Economics and Finance, vol. 4(1), pages 1-18, January.
    • Handle: RePEc:ags:ijfaec:231376
    DOI: 10.22004/ag.econ.231376
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    References listed on IDEAS

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    1. Pangaribowo, Evita Hanie & Gerber, Nicolas & Torero, Maximo, 2013. "Food and Nutrition Security Indicators: A Review," Working Papers 147911, University of Bonn, Center for Development Research (ZEF).
    2. Kostas Stamoulis & Alberto Zezza, 2003. "A Conceptual Framework for National Agricultural, Rural Development, and Food Security Strategies and Policies," Working Papers 03-17, Agricultural and Development Economics Division of the Food and Agriculture Organization of the United Nations (FAO - ESA).
    3. Santeramo, Fabio Gaetano & Shabnam, Nadia, 2015. "The income-elasticity of calories, macro and micro nutrients: What is the literature telling us?," MPRA Paper 63754, University Library of Munich, Germany.
    4. Michela Nardo & Michaela Saisana & Andrea Saltelli & Stefano Tarantola & Anders Hoffman & Enrico Giovannini, 2005. "Handbook on Constructing Composite Indicators: Methodology and User Guide," OECD Statistics Working Papers 2005/3, OECD Publishing.
    5. P. Zhou & B. Ang & D. Zhou, 2010. "Weighting and Aggregation in Composite Indicator Construction: a Multiplicative Optimization Approach," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 96(1), pages 169-181, March.
    6. Per Pinstrup-Andersen, 2009. "Food security: definition and measurement," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 1(1), pages 5-7, February.
    7. Hauke Jan & Kossowski Tomasz, 2011. "Comparison of Values of Pearson's and Spearman's Correlation Coefficients on the Same Sets of Data," Quaestiones Geographicae, Sciendo, vol. 30(2), pages 87-93, June.
    8. Dobrota, Marina & Martic, Milan & Bulajic, Milica & Jeremic, Veljko, 2015. "Two-phased composite I-distance indicator approach for evaluation of countries’ information development," Telecommunications Policy, Elsevier, vol. 39(5), pages 406-420.
    9. Fabio G. Santeramo, 2015. "Food security composite indices: implications for policy and practice," Development in Practice, Taylor & Francis Journals, vol. 25(4), pages 594-600, May.
    10. Headey, Derek D. & Ecker, Olivier, 2012. "Improving the measurement of food security:," IFPRI discussion papers 1225, International Food Policy Research Institute (IFPRI).
    11. M. Saisana & A. Saltelli & S. Tarantola, 2005. "Uncertainty and sensitivity analysis techniques as tools for the quality assessment of composite indicators," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 168(2), pages 307-323, March.
    12. AfDB AfDB, . "Improving Statistics for Food Security, Sustainable Agriculture & Rural Development - An Action Plan for Africa (2011–2015) - Bulletin N°3," Global Strategy Implementation Bulletin, African Development Bank, number 368.
    13. Cherchye, Laurens & Knox Lovell, C.A. & Moesen, Wim & Van Puyenbroeck, Tom, 2007. "One market, one number? A composite indicator assessment of EU internal market dynamics," European Economic Review, Elsevier, vol. 51(3), pages 749-779, April.
    14. Frederik Booysen, 2002. "An Overview and Evaluation of Composite Indices of Development," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 59(2), pages 115-151, August.
    15. Santeramo, Fabio Gaetano, 2014. "On the composite indicators for food security: Decisions matter!," MPRA Paper 58955, University Library of Munich, Germany.
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    2. Meital Izraelov & Jacques Silber, 2019. "An assessment of the global food security index," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 11(5), pages 1135-1152, October.
    3. Valiant O Odhiambo & Sheryl L Hendriks & Eness P Mutsvangwa-Sammie, 2021. "The effect of an objective weighting of the global food security index’s natural resources and resilience component on country scores and ranking," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 13(6), pages 1343-1357, December.
    4. Andrew Allee & Lee R. Lynd & Vikrant Vaze, 2021. "Cross-national analysis of food security drivers: comparing results based on the Food Insecurity Experience Scale and Global Food Security Index," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 13(5), pages 1245-1261, October.
    5. Caccavale, Oscar Maria & Giuffrida, Valerio, 2020. "The Proteus composite index: Towards a better metric for global food security," World Development, Elsevier, vol. 126(C).
    6. Atieno, Prisca, 2021. "The effects of outdated data and outliers on Kenya's 2019 Global Food Security Index score and rank," Research Theses 334773, Collaborative Masters Program in Agricultural and Applied Economics.
    7. Farrukh, Muhammad Umar & Bashir, Muhammad Khalid & Rola-Rubzen, Maria Fay & Ahmad, Ashfaq, 2022. "Dynamic effects of urbanization, governance, and worker's remittance on multidimensional food security: An application of a broad-spectrum approach," Socio-Economic Planning Sciences, Elsevier, vol. 84(C).
    8. Zafari, Khurshid & Ismailov, Azamat, 2016. "LANDLOCKEDNESS –INTERNATIONAL TRADE –FOOD SECURITY:Do landlocked countries suffer from food insecurity?," Samarkand Conference 2016, November 2-4, Samarkand, Uzbekistan 250075, Institute of Agricultural Development in Transition Economies (IAMO).
    9. Santeramo, Fabio Gaetano, 2016. "Methodological challenges in building composite indexes: Linking theory to practice," MPRA Paper 73276, University Library of Munich, Germany.
    10. Larisa Mihoreanu & Mariana Laura Cismas & Laura Maria Danila (Jianu), 2019. "Enlarging the Application of the Food Security Index at European Union Regions," Journal of Economic Development, Environment and People, Alliance of Central-Eastern European Universities, vol. 8(1), pages 38-51, March.

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