IDEAS home Printed from https://ideas.repec.org/a/zbw/espost/224501.html
   My bibliography  Save this article

Food security in Kenya: Insights from a household food demand model

Author

Listed:
  • Korir, Lilian
  • Rizov, Marian
  • Ruto, Eric

Abstract

This paper evaluates the household food security situation in Kenya in terms of access to food. We apply a quadratic almost ideal demand system (QUAIDS) model to nationally representative household survey data from Kenya, and estimate and interpret price and expenditure elasticities as indicators of household sensitivity to market shocks. Our estimation results show positive expenditure elasticities, close to unity, while all compensated and uncompensated own-price elasticities are negative and smaller in magnitude. A complementary welfare analysis shows high compensated variations in the long run, ranging between 34% and 131% across food groups. This suggests that rising relative food costs have led to deterioration of the food security situation in Kenya, and the most severely affected households seem to be those that rely on informal markets and reside in rural areas. To improve food security, targeted income support could be a more effective policy than price support, given the much higher estimated expenditure elasticities.

Suggested Citation

  • Korir, Lilian & Rizov, Marian & Ruto, Eric, 2020. "Food security in Kenya: Insights from a household food demand model," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 92, pages 99-108.
  • Handle: RePEc:zbw:espost:224501
    DOI: 10.1016/j.econmod.2020.07.015
    as

    Download full text from publisher

    File URL: https://www.econstor.eu/bitstream/10419/224501/1/EM_Korir_Rizov_Ruto.pdf
    Download Restriction: no

    File URL: https://libkey.io/10.1016/j.econmod.2020.07.015?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Clements, Kenneth W. & Gao, Grace, 2015. "The Rotterdam demand model half a century on," Economic Modelling, Elsevier, vol. 49(C), pages 91-103.
    2. Steven T. Yen & Biing-Hwan Lin, 2006. "A Sample Selection Approach to Censored Demand Systems," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 88(3), pages 742-749.
    3. Marian Rizov & Andrej Cupak & Jan Pokrivcak, 2015. "Food security and household consumption patterns in Slovakia," LICOS Discussion Papers 36015, LICOS - Centre for Institutions and Economic Performance, KU Leuven.
    4. Blundell, Richard & Robin, Jean Marc, 1999. "Estimation in Large and Disaggregated Demand Systems: An Estimator for Conditionally Linear Systems," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 14(3), pages 209-232, May-June.
    5. Hannah Pieters & Andrea Guariso & Anneleen Vandeplas, 2013. "Conceptual framework for the analysis of the determinants of food and nutrition security," FOODSECURE Working papers 13, LEI Wageningen UR.
    6. Pavel Ciaian & Andrej Cupák & Ján Pokrivčák & Marian Rizov, 2018. "Food consumption and diet quality choices of Roma in Romania: a counterfactual analysis," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 10(2), pages 437-456, April.
    7. Cranfield, J. A. L. & Preckel, Paul V. & Eales, James S. & Hertel, Thomas W., 2004. "Simultaneous estimation of an implicit directly additive demand system and the distribution of expenditure--an application of maximum entropy," Economic Modelling, Elsevier, vol. 21(2), pages 361-385, March.
    8. A. Smith, Jeffrey & E. Todd, Petra, 2005. "Does matching overcome LaLonde's critique of nonexperimental estimators?," Journal of Econometrics, Elsevier, vol. 125(1-2), pages 305-353.
    9. Ray, Ranjan, 1983. "Measuring the costs of children : An alternative approach," Journal of Public Economics, Elsevier, vol. 22(1), pages 89-102, October.
    10. Li, Lianyou & Song, Ze & Ma, Chao, 2015. "Engel curves and price elasticity in urban Chinese Households," Economic Modelling, Elsevier, vol. 44(C), pages 236-242.
    11. Attanasio, Orazio & Di Maro, Vincenzo & Lechene, Valérie & Phillips, David, 2013. "Welfare consequences of food prices increases: Evidence from rural Mexico," Journal of Development Economics, Elsevier, vol. 104(C), pages 136-151.
    12. Bart Capéau & Stefan Dercon, 1998. "Prices, local measurement units and subsistence consumption in rural surveys: An econometric approach with an application to Ethiopia," CSAE Working Paper Series 1998-10, Centre for the Study of African Economies, University of Oxford.
    13. James Banks & Richard Blundell & Arthur Lewbel, 1997. "Quadratic Engel Curves And Consumer Demand," The Review of Economics and Statistics, MIT Press, vol. 79(4), pages 527-539, November.
    14. Okrent, Abigail M. & Alston, Julian M., 2011. "Demand for Food in the United States: A Review of Literature, Evaluation of Previous Estimates, and Presentation of New Estimates of Demand," Monographs, University of California, Davis, Giannini Foundation, number 251908, December.
    15. Brian W. Gould, 2003. "An Empirical Assessment of Endogeneity Issues in Demand Analysis for Differentiated Products," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 85(3), pages 605-617.
    16. BARTEN, Anton P., 1969. "Maximum likelihood estimation of a complete system of demand equations," LIDAM Reprints CORE 34, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
    17. Barten, A. P., 1969. "Maximum likelihood estimation of a complete system of demand equations," European Economic Review, Elsevier, vol. 1(1), pages 7-73.
    18. Filippini, M. & Masiero, G. & Moschetti, K., 2009. "Regional consumption of antibiotics: A demand system approach," Economic Modelling, Elsevier, vol. 26(6), pages 1389-1397, November.
    19. Rischke, Ramona & Kimenju, Simon C. & Klasen, Stephan & Qaim, Matin, 2015. "Supermarkets and food consumption patterns: The case of small towns in Kenya," Food Policy, Elsevier, vol. 52(C), pages 9-21.
    20. Duffy, Martyn, 2003. "On the estimation of an advertising-augmented, cointegrating demand system," Economic Modelling, Elsevier, vol. 20(1), pages 181-206, January.
    21. Pollak, Robert A & Wales, Terence J, 1981. "Demographic Variables in Demand Analysis," Econometrica, Econometric Society, vol. 49(6), pages 1533-1551, November.
    22. Abdulai, Awudu & Aubert, Dominique, 2004. "A cross-section analysis of household demand for food and nutrients in Tanzania," Agricultural Economics, Blackwell, vol. 31(1), pages 67-79, July.
    23. Sebastien Lecocq & Jean-Marc Robin, 2015. "Estimating almost-ideal demand systems with endogenous regressors," Stata Journal, StataCorp LP, vol. 15(2), pages 554-573, June.
    24. Christensen, Laurits R & Jorgenson, Dale W & Lau, Lawrence J, 1975. "Transcendental Logarithmic Utility Functions," American Economic Review, American Economic Association, vol. 65(3), pages 367-383, June.
    25. Jed Friedman & James Levinsohn, 2002. "The Distributional Impacts of Indonesia's Financial Crisis on Household Welfare: A "Rapid Response" Methodology," The World Bank Economic Review, World Bank, vol. 16(3), pages 397-423, December.
    26. Brian P. Poi, 2012. "Easy demand-system estimation with quaids," Stata Journal, StataCorp LP, vol. 12(3), pages 433-446, September.
    27. T. Krishna Kumar & Sushanta Mallick & Jayarama Holla, 2009. "Estimating Consumption Deprivation in India Using Survey Data: A State-Level Rural-Urban Analysis Before and During Reform Period," Journal of Development Studies, Taylor & Francis Journals, vol. 45(4), pages 441-470.
    28. James Heckman & Hidehiko Ichimura & Jeffrey Smith & Petra Todd, 1998. "Characterizing Selection Bias Using Experimental Data," Econometrica, Econometric Society, vol. 66(5), pages 1017-1098, September.
    29. Marco Caliendo & Sabine Kopeinig, 2008. "Some Practical Guidance For The Implementation Of Propensity Score Matching," Journal of Economic Surveys, Wiley Blackwell, vol. 22(1), pages 31-72, February.
    30. Rajeev H. Dehejia & Sadek Wahba, 2002. "Propensity Score-Matching Methods For Nonexperimental Causal Studies," The Review of Economics and Statistics, MIT Press, vol. 84(1), pages 151-161, February.
    31. Greer, Joel & Thorbecke, Erik, 1986. "A methodology for measuring food poverty applied to Kenya," Journal of Development Economics, Elsevier, vol. 24(1), pages 59-74, November.
    32. Wong, Lucille & Selvanathan, Eliyathamby A. & Selvanathan, Saroja, 2015. "Modelling the meat consumption patterns in Australia," Economic Modelling, Elsevier, vol. 49(C), pages 1-10.
    33. Joanna B. Upton & Jennifer Denno Cissé & Christopher B. Barrett, 2016. "Food security as resilience: reconciling definition and measurement," Agricultural Economics, International Association of Agricultural Economists, vol. 47(S1), pages 135-147, November.
    34. Arthur Lewbel & Krishna Pendakur, 2009. "Tricks with Hicks: The EASI Demand System," American Economic Review, American Economic Association, vol. 99(3), pages 827-863, June.
    35. Yu, Wusheng & Hertel, Thomas W. & Preckel, Paul V. & Eales, James S., 2004. "Projecting world food demand using alternative demand systems," Economic Modelling, Elsevier, vol. 21(1), pages 99-129, January.
    36. DiPrete, Thomas A. & Gangl, Markus, 2004. "Assessing bias in the estimation of causal effects: Rosenbaum bounds on matching estimators and instrumental variables estimation with imperfect instruments," Discussion Papers, Research Unit: Labor Market Policy and Employment SP I 2004-101, WZB Berlin Social Science Center.
    37. Per Pinstrup-Andersen, 2014. "Contemporary food policy challenges and opportunities," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 58(4), pages 504-518, October.
    38. David L. Edgerton, 1997. "Weak Separability and the Estimation of Elasticities in Multistage Demand Systems," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 79(1), pages 62-79.
    39. Cranfield, J. A. L. & Pellow, Scott, 2004. "The role of global vs. local negativity in functional form selection: an application to Canadian consumer demands," Economic Modelling, Elsevier, vol. 21(2), pages 345-360, March.
    40. Thomas L. Cox & Michael K. Wohlgenant, 1986. "Prices and Quality Effects in Cross-Sectional Demand Analysis," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 68(4), pages 908-919.
    41. World Bank, 2018. "Kenya Gender and Poverty Assessment 2015-2016," World Bank Publications - Reports 31285, The World Bank Group.
    42. Deaton, Angus S & Muellbauer, John, 1980. "An Almost Ideal Demand System," American Economic Review, American Economic Association, vol. 70(3), pages 312-326, June.
    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. William Ginn & Marc Pourroy, 2022. "The Contribution of Food Subsidy Policy to Monetary Policy in India," Working Papers hal-02944209, HAL.
    2. Saeed Nosratabadi & Nesrine Khazami & Marwa Ben Abdallah & Zoltan Lackner & Shahab S. Band & Amir Mosavi & Csaba Mako, 2020. "Social Capital Contributions to Food Security: A Comprehensive Literature Review," Papers 2012.03606, arXiv.org.
    3. Kimsanova, Barchynai & Sanaev, Golib & Herzfeld, Thomas, 2022. "Dynamics of food consumption during political instability: evidence from Kyrgyzstan," 96th Annual Conference, April 4-6, 2022, K U Leuven, Belgium 321213, Agricultural Economics Society - AES.

    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. Korir, Lilian & Rizov, Marian & Ruto, Eric, 2018. "Analysis of household food demand and its implications on food security in Kenya: an application of QUAIDS model," 92nd Annual Conference, April 16-18, 2018, Warwick University, Coventry, UK 273474, Agricultural Economics Society.
    2. Andrej Cupák & Peter Tóth, 2017. "Measuring the Efficiency of VAT reforms: Evidence from Slovakia," Working and Discussion Papers WP 6/2017, Research Department, National Bank of Slovakia.
    3. Peter Tóth & Andrej Cupák & Marian Rizov, 2021. "Measuring the efficiency of VAT reforms: a demand system simulation approach," Oxford Economic Papers, Oxford University Press, vol. 73(3), pages 1218-1243.
    4. Marian Rizov & Andrej Cupak & Jan Pokrivcak, 2015. "Food security and household consumption patterns in Slovakia," LICOS Discussion Papers 36015, LICOS - Centre for Institutions and Economic Performance, KU Leuven.
    5. Braha, Kushtrim & Cupak, Andrej & Qineti, Artan & Pokrivcak, Jan, 2018. "Food Demand System in Transition Economies: Evidence from Kosovo," 162nd Seminar, April 26-27, 2018, Budapest, Hungary 272050, European Association of Agricultural Economists.
    6. Clements, Kenneth W. & Gao, Grace, 2015. "The Rotterdam demand model half a century on," Economic Modelling, Elsevier, vol. 49(C), pages 91-103.
    7. Gilles Quentin Kane & Gwladys Laure Mabah Tene & Jean-Joël Ambagna & Isabelle Piot-Lepetit & Fondo Sikod, 2015. "The impact of food price volatility on consumer welfare in Cameroon," Working Papers hal-02801351, HAL.
    8. Li, Shaoting & Chen, Xuan & Ren, Yanjun & Glauben, Thomas, 2024. "The impact of demographic dynamics on food consumption and its environmental outcomes: Evidence from China," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 23(2), pages 414-429.
    9. Gilles Quentin Kane & Gwladys Laure Mabah Tene & Jean Joël Ambagna & Isabelle Piot-Lepetit & Fondo Sikod, 2015. "The impact of food price volatility on consumer welfare in Cameroon," WIDER Working Paper Series 013, World Institute for Development Economic Research (UNU-WIDER).
    10. Asfaw, Solomon & Cattaneo, Andrea & Pallante, Giacomo & Palma, Alessandro, 2017. "Improving the efficiency targeting of Malawi's farm input subsidy programme: Big pain, small gain?," Food Policy, Elsevier, vol. 73(C), pages 104-118.
    11. Pokrivcak, Jan & Cupak, Andrej & Rizov, Marian, 2015. "Household food security and consumption patterns in Central and Eastern Europe: the Case of Slovakia," 2015 Fourth Congress, June 11-12, 2015, Ancona, Italy 207287, Italian Association of Agricultural and Applied Economics (AIEAA).
    12. Kimsanova, Barchynai & Sanaev, Golib & Herzfeld, Thomas, 2022. "Dynamics of food consumption during political instability: evidence from Kyrgyzstan," 96th Annual Conference, April 4-6, 2022, K U Leuven, Belgium 321213, Agricultural Economics Society - AES.
    13. Thomas, Alastair, 2019. "Who Would Win from a Multi-rate GST in New Zealand: Evidence from a QUAIDS Model," Working Paper Series 20932, Victoria University of Wellington, Chair in Public Finance.
    14. Thomas, Alastair, 2019. "Who Would Win from a Multi-rate GST in New Zealand: Evidence from a QUAIDS Model," Working Paper Series 8127, Victoria University of Wellington, Chair in Public Finance.
    15. Cupák, Andrej & Pokrivčák, Ján & Rizov, Marian, 2015. "Food Demand and Consumption Patterns in the New EU Member States: The Case of Slovakia," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 63(4), pages 339-358.
    16. Barnett, William A. & Serletis, Apostolos, 2008. "Consumer preferences and demand systems," Journal of Econometrics, Elsevier, vol. 147(2), pages 210-224, December.
    17. Femenia, Fabienne, 2019. "A Meta-Analysis of the Price and Income Elasticities of Food Demand," German Journal of Agricultural Economics, Humboldt-Universitaet zu Berlin, Department for Agricultural Economics, vol. 68(2), June.
    18. Oliver, Atara Stephanie, 2013. "Information Technology and Transportation: Substitutes or Complements?," MPRA Paper 46548, University Library of Munich, Germany.
    19. Mauro Vigani & Hasan Dudu & Emanuele Ferrari & Alfredo Mainar Causape, 2019. "Estimation of food demand parameters in Kenya. A Quadratic Almost Ideal Demand System (QUAIDS) approach," JRC Research Reports JRC115472, Joint Research Centre.
    20. Hanna Lindström, 2022. "The Swedish consumer market for organic and conventional milk: A demand system analysis," Agribusiness, John Wiley & Sons, Ltd., vol. 38(3), pages 505-532, July.

    More about this item

    Keywords

    Food security; Food demand; QUAIDS; Expenditure and price elasticity; Welfare; Kenya;
    All these keywords.

    JEL classification:

    • D12 - Microeconomics - - Household Behavior - - - Consumer Economics: Empirical Analysis
    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior
    • O55 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Africa
    • Q18 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Agricultural Policy; Food Policy; Animal Welfare Policy
    • C31 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models; Quantile Regressions; Social Interaction Models

    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:zbw:espost:224501. 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: ZBW - Leibniz Information Centre for Economics (email available below). General contact details of provider: https://edirc.repec.org/data/zbwkide.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.