Skip to main content

Advertisement

Log in

Food security in Africa: a cross-scale, empirical investigation using structural equation modeling

  • Published:
Environment Systems and Decisions Aims and scope Submit manuscript

Abstract

Despite consistent gains in global agricultural productivity in the last 50 years, lack of food security persists in many regions of the world. Addressing this issue is especially pertinent in Africa where 39 of the nearly five dozen nations most at risk of food insecurity are located. We draw from interdisciplinary research to develop an empirical model that outlines the four interconnected aspects of food security—availability, access, utilization and stability. Given the complexity of this issue, we develop a model that considers agricultural, socio-political, and economic factors as drivers of food security and its manifestations, related in a complex system of relations that includes both direct and indirect paths. We use structural equation modeling with latent variables to specify a model that seeks to determine the primary drivers of food security over 55 years in Africa, West Africa as a region, and for a group of 5 West African countries: Burkina Faso, Ghana, Mali, Niger, and Nigeria. Empirical results reveal the critical importance of availability and accessibility for mitigating food insecurity.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

Fig. 1
Fig. 2
Fig. 3

Similar content being viewed by others

Notes

  1. We include theoretically based correlated errors between the three immunization rate variables.

  2. We include theoretically based correlated errors between the three education GPI variables.

  3. Give the large size of our sample a significant Chi-square test is not surprising.

  4. Southern Region: Botswana, Lesotho, Namibia, South Africa, Swaziland; Eastern Region: Burundi, Comoros, Djibouti, Eritrea, Ethiopia, Kenya, Madagascar, Malawi, Mauritius, Mozambique, Rwanda, Seychelles, Somalia, South Sudan, Tanzania, Uganda, Zambia, Zimbabwe; Middle Region: Angola, Cameroon, Central African Republic, Chad, Congo, Democratic Republic of the Congo, Equatorial Guinea, Gabon, Sao Tome and Principe; Northern Region: Algeria, Egypt, Libya, Morocco, Sudan, Tunisia; Western Region: Benin, Burkina Faso, Cape Verde, Cote d’Ivoire, Gambia, Ghana, Guinea, Guinea-Bissau, Liberia, Mali, Mauritania, Niger, Nigeria, Senegal, Sierra Leone, Togo.

  5. Benin, Burkina Faso, Cape Verde, Cote d'Ivoire, Gambia, Ghana, Guinea, Guinea-Bissau, Liberia, Mali, Mauritania, Niger, Nigeria, Senegal, Sierra Leone, and Togo.

  6. Burkina Faso, Ghana, Mali, Niger, and Nigeria.

  7. Detailed results are available upon request.

  8. This non-causal relationship was included because of the suspected reciprocal relationship between health status and poverty that we were not able to otherwise include in this model.

  9. The mean for these five countries ranges from 0.006 to 0.090%, while the Africa average is 0.738%.

References

  • Anderson SA (1990) Core indicators of nutritional state for difficult-to-sample populations. J Nutr 120:1555–1600

    Article  Google Scholar 

  • Austin KF, McKinney LA (2012) Disease, war, hunger, and deprivation: a cross-national investigation of the determinants of life expectancy in less-developed and Sub-Saharan African Nations. Soc Perspect 55:421–447. doi:10.1525/sop.2012.55.3.421

    Article  Google Scholar 

  • Austin KF, McKinney LA (2016) Disaster devastation in poor nations: the direct and indirect effects of gender equality, ecological losses, and development. Soc Forces 95:355–380. doi:10.1093/sf/sow056

    Article  Google Scholar 

  • Barrett CB (2010) Measuring food insecurity. Science 80(327):825–828

    Article  Google Scholar 

  • BBC (2005) Niger food crisis timeline. BBC News, London

    Google Scholar 

  • Bhattacharya J, Currie J, Haider S (2004) Poverty, food insecurity, and nutritional outcomes in children and adults. J Health Econ 23:839–862. doi:10.1016/j.jhealeco.2003.12.008

    Article  Google Scholar 

  • Bollen K (1989) Structural equations with latent variables. Wiley, New York

    Book  Google Scholar 

  • Bouis H, Hunt J (1999) Linking food and nutrition security: past lessons and future opportunities. Asian Dev Rev 17:168–213

    Google Scholar 

  • Brady D, Kaya Y, Beckfield J (2007) Reassessing the effect of economic growth on well-being in less-developed countries, 1980-2003. Stud Comp Int Dev 42:1–35. doi:10.1007/s12116-007-9003-7

    Article  Google Scholar 

  • Campbell CC (1991) Food insecurity: A nutritional outcome or a predictor variable? J Nutr 121:408–415

    Article  CAS  Google Scholar 

  • Drimie S, McLachlan M (2013) Food security in South Africa-first steps toward a transdisciplinary approach. Food Secur 5:217–226. doi:10.1007/s12571-013-0241-4

    Article  Google Scholar 

  • FAO (2008) An introduction to the basic concepts of food security. The Food and Agriculture Organization of the United Nations (FAO), Rome

    Google Scholar 

  • FAO (2015a) The state of food insecurity in the world 2015. Meeting the 2015 international hunger targets: taking stock of uneven progress. Food and Agriculture Organization of the United Nation, Rome, Italy

  • FAO (2015b) Regional overview of food insecurity Africa, Rome, Italy

  • Firebaugh G, Beck FD (1994) Does economic growth benefit the masses? Growth, dependence, and welfare in the third world. Am Soc Rev 59:631–653

    Article  Google Scholar 

  • Gettleman J (2017) Drought and war heighten threat of not just 1 famine, but 4. New York Times, New York

    Google Scholar 

  • Hammond RA, Dube L (2012) A systems science perspective and transdisciplinary models for food and nutrition security. Proc Natl Acad Sci 109:12356–12363. doi:10.1073/pnas.0913003109

    Article  CAS  Google Scholar 

  • Hoddinott J, Yohannes Y, Food and Nutrition Technical Assistance (FANTA) Project (2002) Dietary diversity as a household food security indicator, Washington D.C.

  • Jenkins JC, Scanlan SJ (2001) Food security in less developed countries, 1970–1990. Am Soc Rev 66:718–744

    Article  Google Scholar 

  • Jenkins JC, Scanlan SJ, Peterson L (2007) Military famine, human rights, and child hunger: a cross-national analysis, 1990–2000. J Confl Resolut 51:823–847. doi:10.1177/0022002707308215

    Article  Google Scholar 

  • Kerr C (1960) Industrialism and industrial man: the problems of labor and management in economic growth. Harvard University Press, Cambridge

    Google Scholar 

  • Paarlberg RL (1999) Politics and food insecurity in Africa. Rev Agric Econ 21:499–511. doi:10.2307/1349894

    Google Scholar 

  • Quisumbing AR, Brown LR, Feldstein HS et al (1995) Women: the key to food security. International Food Policy Research Institute, Washington, D.C.

  • Rostow WW (1959) Stages of economic growth. Econ Hist Rev 12:1–16. doi:10.1111/j.1468-0289.1959.tb01829.x

    Article  Google Scholar 

  • Scanlan SJ, Jenkins JC (2001) Military power and food security: a cross-national analysis of less-developed countries, 1970–1990. Int Stud Q 45:159–187

    Article  Google Scholar 

  • Sen A (1981) Poverty and famines: an essay on entitlement and deprivation. Oxford University Press, Oxford

    Google Scholar 

  • Stamoulis K, Zezza A (2003) A conceptual framework for national agricultural, rural development, and food security strategies and policies. The Food and Agriculture Organization of the United Nations, Agricultural and Development Economics Division, Rome

    Google Scholar 

  • UNICEF (1990) A UNICEF policy review: strategy for improved nutrition of children and women in developing countries. United Nations Children’s Fund (UNICEF), New York

    Google Scholar 

  • UNICEF (2017) Sustainable development goals. Goal 2: Zero Hunger, New York

    Google Scholar 

  • West SG, Taylor AB, Wu W (2012) Model fit and model selection in structural equation modeling. In: Hoyle RH (ed) Handbook of structural equation modeling. Guilford Press, New York, pp 209–231

    Google Scholar 

Download references

Acknowledgements

Funding was provided by National Science Foundation (Grant No. SMA-1416730).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Riva C. H. Denny.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Denny, R.C.H., Marquart-Pyatt, S.T., Ligmann-Zielinska, A. et al. Food security in Africa: a cross-scale, empirical investigation using structural equation modeling. Environ Syst Decis 38, 6–22 (2018). https://doi.org/10.1007/s10669-017-9652-7

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10669-017-9652-7

Keywords

Navigation