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Estimation of food demand parameters in Kenya. A Quadratic Almost Ideal Demand System (QUAIDS) approach

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Food security is a key topic for the Kenyan economy. This report contributes to the improvement of the understanding of the demand-side drivers of food demand patterns and their evolution in respect to changes in income and prices in this country. The report provides a new estimate of expenditure and price elasticities for goods consumed by households in Kenya. The estimation approach employed is based on the Quadratic Almost Ideal Demand System (QUAIDS) which depicts the demand system in a flexible way by imposing less restrictive marginal expenditure shares. The estimations are performed for 4 different levels of commodity grouping and also at the regional level, yielding significant income and price elasticities at all levels. These estimations will contribute to improve the overall food security analysis and in particularly can be useful to enhance the demand side of economic simulation models largely employed by JRC.

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  • 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.
  • Handle: RePEc:ipt:iptwpa:jrc115472
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    1. Alfredo J. Mainar Causape & Emanuele Ferrari & Scott McDonald, 2018. "Social accounting matrices: basic aspects and main steps for estimation," JRC Research Reports JRC112075, Joint Research Centre.
    2. 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.
    3. Hausman, Jerry, 2015. "Specification tests in econometrics," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 38(2), pages 112-134.
    4. Howe, Howard & Pollak, Robert A & Wales, Terence J, 1979. "Theory and Time Series Estimation of the Quadratic Expenditure System," Econometrica, Econometric Society, vol. 47(5), pages 1231-1247, September.
    5. Deaton, Angus, 1988. "Quality, Quantity, and Spatial Variation of Price," American Economic Review, American Economic Association, vol. 78(3), pages 418-430, June.
    6. Pierre Boulanger & Hasan Dudu & Emanuele Ferrari & Mainar Causape Alfredo & Ilaria Proietti, 2017. "Boosting the Fertilizer Production in Kenya: a CGE analysis," JRC Research Reports JRC104685, Joint Research Centre.
    7. 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.
    8. David Abler, 2010. "Demand Growth in Developing Countries," OECD Food, Agriculture and Fisheries Papers 29, OECD Publishing.
    9. 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.
    10. Brian P. Poi, 2012. "Easy demand-system estimation with quaids," Stata Journal, StataCorp LP, vol. 12(3), pages 433-446, September.
    11. Jean-Marc Robin, 1999. "[Econometrics of systems of demand] [Econométrie des systèmes de demande]," Post-Print hal-02688894, HAL.
    12. 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.
    13. Pierre Boulanger & Hasan Dudu & Emanuele Ferrari & Alfredo Mainar Causape & Jean Balie & Lucia Battaglia, 2018. "Policy options to support the Agriculture Sector Growth and Transformation Strategy in Kenya: A CGE analysis," JRC Research Reports JRC111251, Joint Research Centre.
    14. Shibia, Mumina & Rahman, Shaikh & Chidmi, Benaissa, 2017. "Consumer Demand For Meat In Kenya: An Examination Of The Linear Approximate Almost Ideal Demand System," 2017 Annual Meeting, February 4-7, 2017, Mobile, Alabama 252789, Southern Agricultural Economics Association.
    15. 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.
    16. Musyoka, MP & Kavoi, Mutuku Muendo & Omiti, JM, 2014. "Food consumption patterns and distributional welfare impact of import tariff reduction on cereals in Kenya," African Journal of Agricultural and Resource Economics, African Association of Agricultural Economists, vol. 9(3), pages 1-17, August.
    17. Deaton, Angus S & Muellbauer, John, 1980. "An Almost Ideal Demand System," American Economic Review, American Economic Association, vol. 70(3), pages 312-326, June.
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    1. Mauro Vigani & Hasan Dudu & Gloria Solano-Hermosilla, 2019. "Estimation of food demand parameters in Ethiopia: A Quadratic Almost Ideal Demand System (QUAIDS) approach," JRC Research Reports JRC117125, Joint Research Centre.
    2. Kamel Louhichi & Umed Temursho & Liesbeth Colen & Sergio Gomez y Paloma, 2019. "Upscaling the productivity performance of the Agricultural Commercialization Cluster Initiative in Ethiopia [Élargissement des performance de productivité de l'Initiative des grappes de Commerciali," Working Papers hal-02790390, HAL.
    3. George Watene & Lijun Yu & Yueping Nie & Jianfeng Zhu & Thomas Ngigi & Jean de Dieu Nambajimana & Benson Kenduiywo, 2021. "Water Erosion Risk Assessment in the Kenya Great Rift Valley Region," Sustainability, MDPI, vol. 13(2), pages 1-31, January.

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    Keywords

    Kenya; Food Security; Food demand; Demand system;
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