IDEAS home Printed from https://ideas.repec.org/p/pra/mprapa/58955.html
   My bibliography  Save this paper

On the composite indicators for food security: Decisions matter!

Author

Listed:
  • Santeramo, Fabio Gaetano

Abstract

During the past decades, there has been much debate on food security. A variety of indicators have been proposed in order to establish which countriesare in need of improved food security status. The heterogeneity of existing indicators and the lack of consensus on how to compare and rank countries have motivated international organizations to build composite indexes to synthesize the information. The process of building composite indexes involves multiple choices that influence the outcome. Our analysis aims at understanding how relevant and discretional may be the analyst’s choice of algorithms to compute composite indexes for food security. To this extent, we have computed several composite indexes for food security by using data provided by the Food and Agricultural Organization, which includes a large set of proxies for food security, as emerged from the Committee on World Food Security Round Table. We compare different methods to impute, homogenize, weight and aggregate data, in order to compute composite indexes and show how relevant are the choices to be made. We show that normalization and weighting are not very crucial decisions, whereas special attention has to be paid in choosing the data imputation and aggregation methods. By commenting on the implications that different measurement choices may have in terms global index, we show that the index construction decisions matter.

Suggested Citation

  • Santeramo, Fabio Gaetano, 2014. "On the composite indicators for food security: Decisions matter!," MPRA Paper 58955, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:58955
    as

    Download full text from publisher

    File URL: https://mpra.ub.uni-muenchen.de/58955/1/MPRA_paper_58955.pdf
    File Function: original version
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Carlo Cafiero, 2013. "What do we Really Know about Food Security?," NBER Working Papers 18861, National Bureau of Economic Research, Inc.
    2. 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.
    3. de Haen, Hartwig & Klasen, Stephan & Qaim, Matin, 2011. "What do we really know? Metrics for food insecurity and undernutrition," Food Policy, Elsevier, vol. 36(6), pages 760-769.
    4. Francesco Caracciolo & Fabio Gaetano Santeramo, 2013. "Price Trends and Income Inequalities: Will Sub-Saharan Africa Reduce the Gap?," African Development Review, African Development Bank, vol. 25(1), pages 42-54, March.
    5. Evita Pangaribowo & Nicolas Gerber & Maximo Torero, 2013. "Food and Nutrition Security Indicators: A Review," FOODSECURE Working papers 5, LEI Wageningen UR.
    6. Masset, Edoardo, 2011. "A review of hunger indices and methods to monitor country commitment to fighting hunger," Food Policy, Elsevier, vol. 36(S1), pages 102-108.
    7. Gabbert, Silke & Weikard, Hans-Peter, 2001. "How widespread is undernourishment?: A critique of measurement methods and new empirical results," Food Policy, Elsevier, vol. 26(3), pages 209-228, June.
    8. Michael Freudenberg, 2003. "Composite Indicators of Country Performance: A Critical Assessment," OECD Science, Technology and Industry Working Papers 2003/16, OECD Publishing.
    9. 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.
    10. Giuseppe Munda, 2012. "Choosing Aggregation Rules for Composite Indicators," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 109(3), pages 337-354, December.
    11. Masset, Edoardo, 2011. "A review of hunger indices and methods to monitor country commitment to fighting hunger," Food Policy, Elsevier, vol. 36(Supplemen), pages 102-108, January.
    12. Headey, Derek D. & Ecker, Olivier, 2012. "Improving the measurement of food security:," IFPRI discussion papers 1225, International Food Policy Research Institute (IFPRI).
    13. Gentilini, Ugo & Webb, Patrick, 2008. "How are we doing on poverty and hunger reduction? A new measure of country performance," Food Policy, Elsevier, vol. 33(6), pages 521-532, December.
    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. Ukpe, Offiong Uma & Nweze, Noble Jackson & Arene, Chukwuemeka John, 2016. "Food Insecurity Vulnerability Status Of Farm Households In Niger- Delta, Nigeria," International Journal of Food and Agricultural Economics (IJFAEC), Alanya Alaaddin Keykubat University, Department of Economics and Finance, vol. 4(1), pages 1-15, January.
    2. Viscecchia, Rosaria & De Devitiis, Biagia & Carlucci, Domenico & Nardone, Gianluca & Santeramo, Fabio, 2018. "On Consumers' Acceptance of Nanotechnologies: An Italian Case Study," International Journal on Food System Dynamics, International Center for Management, Communication, and Research, vol. 9(4), August.
    3. Liboster Mwadzingeni & Raymond Mugandani & Paramu Mafongoya, 2020. "Localized Institutional Actors and Smallholder Irrigation Scheme Performance in Limpopo Province of South Africa," Agriculture, MDPI, vol. 10(9), pages 1-17, September.
    4. Nadia Shabnam & Fabio Gaetano Santeramo & Zahid Asghar & Antonio Seccia, 2016. "The Impact of Food Price Crises on the Demand for Nutrients in Pakistan," Journal of South Asian Development, , vol. 11(3), pages 305-327, December.
    5. Ouertani, Emna, 2016. "Food Security In Tunisia Within Water Scarcity The Relative Importance Of The Meat Sector," International Journal of Food and Agricultural Economics (IJFAEC), Alanya Alaaddin Keykubat University, Department of Economics and Finance, vol. 4(1), pages 1-20, January.
    6. Caccavale, Oscar Maria & Giuffrida, Valerio, 2020. "The Proteus composite index: Towards a better metric for global food security," World Development, Elsevier, vol. 126(C).
    7. Chege, Jane Wambui & Rose Athiambo, Nyikal & Mburu, John & Muriithi, Beatrice Wambui, 2015. "Impact Of Export Horticulture Farming On Per Capita Calorie Intake Of Smallholder Farmers In Eastern And Central Provinces In Kenya," International Journal of Food and Agricultural Economics (IJFAEC), Alanya Alaaddin Keykubat University, Department of Economics and Finance, vol. 3(4), pages 1-17, October.
    8. Ilya Solntsev & Anatoly Vorobyev & Elnura Irmatova & Nikita Osokin, 2016. "Rating evaluation of sports development efficiency using statistical analysis: evidence from Russian football," Papers 1612.07543, arXiv.org.
    9. 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.
    10. Fabio Gaetano Santeramo & Emilia Lamonaca, 2021. "Food Loss–Food Waste–Food Security: A New Research Agenda," Sustainability, MDPI, vol. 13(9), pages 1-7, April.
    11. Ragif Huseynov, 2020. "Dynamics of Multidimensional Food Security in Azerbaijan," Academic Journal of Economic Studies, Faculty of Finance, Banking and Accountancy Bucharest,"Dimitrie Cantemir" Christian University Bucharest, vol. 6(1), pages 44-50, March.
    12. 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.
    13. Santeramo, Fabio Gaetano & Capitanio, Fabian & Adinolfi, Felice, 2014. "Integrating Agricultural Risks Management Strategies in selected EU Partner Countries: Syria, Tunisia, Turkey," MPRA Paper 58935, University Library of Munich, Germany, revised 2014.
    14. Pemberton, Carlisle & Patterson-Andrews, Hazel & Sormeaux, Afiya De, 2016. "Relative Vulnerability Of Selected Caribbean States To Changes In Food Security Due To Tropical Storms And Hurricanes," International Journal of Food and Agricultural Economics (IJFAEC), Alanya Alaaddin Keykubat University, Department of Economics and Finance, vol. 4(1), pages 1-12, January.
    15. Ajwal Dsouza & Gordon W. Price & Mike Dixon & Thomas Graham, 2021. "A Conceptual Framework for Incorporation of Composting in Closed-Loop Urban Controlled Environment Agriculture," Sustainability, MDPI, vol. 13(5), pages 1-27, February.
    16. Freire, Tiago & Rudkin, Simon, 2019. "Healthy food diversity and supermarket interventions: Evidence from the Seacroft Intervention Study," Food Policy, Elsevier, vol. 83(C), pages 125-138.
    17. Ahmed, Osama, 2018. "Vertical price transmission in the Egyptian tomato sector after the Arab Spring," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 50(47), pages 5094-5109.
    18. Chand, Digambar & Gartia, Rajendra, 2016. "Divergence Of Food And Nutritional Security- A Study On Western Odisha," International Journal of Food and Agricultural Economics (IJFAEC), Alanya Alaaddin Keykubat University, Department of Economics and Finance, vol. 4(1), pages 1-22, January.
    19. Yang Ding & Yelin Fu & Kin Keung Lai & W. K. John Leung, 2018. "Using Ranked Weights and Acceptability Analysis to Construct Composite Indicators: A Case Study of Regional Sustainable Society Index," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 139(3), pages 871-885, October.
    20. Carman, Katherine Grace & Zamarro, Gema, 2016. "Does Financial Literacy Contribute To Food Security?," International Journal of Food and Agricultural Economics (IJFAEC), Alanya Alaaddin Keykubat University, Department of Economics and Finance, vol. 4(1), pages 1-19, January.
    21. 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.
    22. Santeramo, Fabio Gaetano, 2016. "Methodological challenges in building composite indexes: Linking theory to practice," MPRA Paper 73276, University Library of Munich, Germany.

    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. Santeramo, Fabio Gaetano, 2016. "Methodological challenges in building composite indexes: Linking theory to practice," MPRA Paper 73276, University Library of Munich, Germany.
    2. Stein, Alexander J., 2013. "Rethinking the measurement of undernutrition in a broader health context: Should we look at possible causes or actual effects:," IFPRI discussion papers 1298, International Food Policy Research Institute (IFPRI).
    3. Caccavale, Oscar Maria & Giuffrida, Valerio, 2020. "The Proteus composite index: Towards a better metric for global food security," World Development, Elsevier, vol. 126(C).
    4. 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.
    5. Vasilii Erokhin, 2017. "Self-Sufficiency versus Security: How Trade Protectionism Challenges the Sustainability of the Food Supply in Russia," Sustainability, MDPI, vol. 9(11), pages 1-17, October.
    6. Mehdi Ben Slimane & Marilyne Huchet-Bourdon & Habib Zitouna, 2016. "The Role of Sectoral FDI in Promoting Agricultural Production and Improving Food Security," International Economics, CEPII research center, issue 145, pages 50-65.
    7. Soriano, Bárbara & Garrido, Alberto, 2016. "How important is economic growth for reducing undernourishment in developing countries?," Food Policy, Elsevier, vol. 63(C), pages 87-101.
    8. 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.
    9. 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.
    10. M. Huchet Bourdon & C. Laroche Dupraz, 2014. "National food security: a framework for public policy and international trade," FOODSECURE Working papers 17, LEI Wageningen UR.
    11. Joachim De Weerdt & Kathleen Beegle & Jed Friedman & John Gibson, 2016. "The Challenge of Measuring Hunger through Survey," Economic Development and Cultural Change, University of Chicago Press, vol. 64(4), pages 727-758.
    12. Evita Pangaribowo & Nicolas Gerber & Maximo Torero, 2013. "Food and Nutrition Security Indicators: A Review," FOODSECURE Working papers 5, LEI Wageningen UR.
    13. Marivoet, Wim & Ulimwengu, John & Sedano, Fernando, 2019. "Spatial typology for targeted food and nutrition security interventions," World Development, Elsevier, vol. 120(C), pages 62-75.
    14. Acharya, Ram, "undated". "Hunger and the Incidence of Child Stunting in Tanzania," 2016 Annual Meeting, July 31-August 2, Boston, Massachusetts 236080, Agricultural and Applied Economics Association.
    15. Ecker, Olivier & Van Asselt, Joanna, 2017. "Food and nutrition security in transforming Ghana: A descriptive analysis of national trends and regional patterns," IFPRI discussion papers 1650, International Food Policy Research Institute (IFPRI).
    16. Rojas, Mariano & Guardiola, Jorge, 2017. "Hunger and the Experience of Being Well: Absolute and Relative Concerns," World Development, Elsevier, vol. 96(C), pages 78-86.
    17. Bühler, Dorothee & Hartje, Rebecca & Ulrike Grote, 2017. "Can household food security predict individual undernutrition? Evidence from Cambodia and Lao PDR," Hannover Economic Papers (HEP) dp-594, Leibniz Universität Hannover, Wirtschaftswissenschaftliche Fakultät.
    18. Catherine Laroche-Dupraz & Marilyne Huchet-Bourdon & Anned-Linz Senadin, 2012. "Impact du taux de change sur la sécurité alimentaire des pays en développement," Post-Print hal-02746844, HAL.
    19. Sandoval, Luis & Carpio, Carlos E, 2017. "Measuring Prevalence, Profiling and Evaluating the Potential of Policy Impacts using Two Food Security Indicators in Guatemala," 2017 Annual Meeting, February 4-7, 2017, Mobile, Alabama 252715, Southern Agricultural Economics Association.
    20. Olufemi Daniel Bolarinwa & Kolawole Ogundari & Adebayo B. Aromolaran, 2020. "Intertemporal evaluation of household food security and its determinants: evidence from Rwanda," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 12(1), pages 179-189, February.

    More about this item

    Keywords

    Food policy; Food security; Index; Composite Index;
    All these keywords.

    JEL classification:

    • C43 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Index Numbers and Aggregation
    • O13 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Agriculture; Natural Resources; Environment; Other Primary Products
    • O57 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Comparative Studies of Countries
    • Q18 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Agricultural Policy; Food Policy; Animal Welfare Policy

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    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:pra:mprapa:58955. 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: Joachim Winter (email available below). General contact details of provider: https://edirc.repec.org/data/vfmunde.html .

    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.