IDEAS home Printed from https://ideas.repec.org/p/ags/aaea15/205461.html
   My bibliography  Save this paper

Food preference segmentation using an AIDS mixture: An application to the UK

Author

Listed:
  • Kehlbacher, Ariane
  • Arnoult, Matthieu
  • Srinivasan, Chittur
  • McCloy, Rachel
  • Tiffin, Richard

Abstract

Levels of obesity and overweight in the UK are high with certain groups within the population particularly affected. The customary approach is to identify at risk groups based on their socio-demographics or their observed unhealthy food choices. This approach fails to acknowledge that households with similar socio-economic background may behave very differently and that households make unhealthy food choices for very different reasons. In this study we segment households according to their underlying food preference using an Almost Ideal Demand System (AIDS) mixture model. We identify five household segments that are similar in their food preferences and therefore in how they would respond to policy interventions. The food purchasing patterns of households in each of the five segments tend to be similar but households differ in terms of socio-demographics. This information needs to be taken into account when designing a targeting mechanism for policy interventions to improve diets.

Suggested Citation

  • Kehlbacher, Ariane & Arnoult, Matthieu & Srinivasan, Chittur & McCloy, Rachel & Tiffin, Richard, 2015. "Food preference segmentation using an AIDS mixture: An application to the UK," 2015 AAEA & WAEA Joint Annual Meeting, July 26-28, San Francisco, California 205461, Agricultural and Applied Economics Association.
    • Handle: RePEc:ags:aaea15:205461
    DOI: 10.22004/ag.econ.205461
    as

    Download full text from publisher

    File URL: https://ageconsearch.umn.edu/record/205461/files/paper_final.pdf
    Download Restriction: no
    File URL: https://libkey.io/10.22004/ag.econ.205461?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
    ---><---

    References listed on IDEAS

    as
    1. Han, Tong & Wahl, Thomas I., 1998. "China'S Rural Household Demand For Fruit And Vegetables," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 30(1), pages 1-10, July.
    2. Patrice Bertail & France Caillavet, 2008. "Fruit and Vegetable Consumption Patterns: A Segmentation Approach," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 90(3), pages 827-842.
    3. Richard Tiffin & Matthieu Arnoult, 2010. "The demand for a healthy diet: estimating the almost ideal demand system with infrequency of purchase," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 37(4), pages 501-521, December.
    4. Rafael Cortez & Ben Senauer, 1996. "Taste Changes in the Demand for Food by Demographic Groups in the United States: A Nonparametric Empirical Analysis," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 78(2), pages 280-289.
    5. Volpe, Richard & Okrent, Abigail, 2012. "Assessing the Healthfulness of Consumers' Grocery Purchases," Economic Information Bulletin 262129, United States Department of Agriculture, Economic Research Service.
    6. John L. Park & Rodney B. Holcomb & Kellie Curry Raper & Oral Capps, 1996. "A Demand Systems Analysis of Food Commodities by U.S. Households Segmented by Income," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 78(2), pages 290-300.
    Full references (including those not matched with items on IDEAS)

    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. Arnoult, Matthieu H. & Kehlbacher, Ariane & Srinivasan, C.S. & McCloy, Rachel & Tiffin, Richard, 2015. "Food Preferences Segmentation Using An Aids/Mixture Approach," 89th Annual Conference, April 13-15, 2015, Warwick University, Coventry, UK 204239, Agricultural Economics Society.
    2. Andreas Widenhorn & Klaus Salhofer, 2014. "Price Sensitivity Within and Across Retail Formats," Agribusiness, John Wiley & Sons, Ltd., vol. 30(2), pages 184-194, March.
    3. Caillavet, France & Fadhuile, Adelaide & Nichèle, Véronique, 2014. "Taxing animal foods for sustainability: environmental, nutritional and social perspectives in France," 2014 International Congress, August 26-29, 2014, Ljubljana, Slovenia 182863, European Association of Agricultural Economists.
    4. Joey Blumberg & Gary Thompson, 2022. "Nonparametric segmentation methods: Applications of unsupervised machine learning and revealed preference," American Journal of Agricultural Economics, John Wiley & Sons, vol. 104(3), pages 976-998, May.
    5. Beibei Wu & Xudong Shang & Yongfu Chen, 2021. "Household dairy demand by income groups in an urban Chinese province: A multistage budgeting approach," Agribusiness, John Wiley & Sons, Ltd., vol. 37(3), pages 629-649, July.
    6. Meng, Ting & Florkowski, Wojciech J. & Kolavalli, Shashidhara & Ibrahim, Mohammed, 2012. "Food Expenditures and Income in Rural Households in the Northern Region of Ghana," 2012 Annual Meeting, August 12-14, 2012, Seattle, Washington 124638, Agricultural and Applied Economics Association.
    7. Dyack, Brenda & Goddard, Ellen W., 2001. "The Rise of Red and the Wane of White: Wine Demand in Ontario Canada," 2001 Conference (45th), January 23-25, 2001, Adelaide, Australia 125617, Australian Agricultural and Resource Economics Society.
    8. Chouinard, Hayley H & Davis, David E. & LaFrance, Jeffrey T. & Perloff, Jeffrey M, 2005. "The Effects of a Fat Tax on Dairy Products," Department of Agricultural & Resource Economics, UC Berkeley, Working Paper Series qt60t1f3tn, Department of Agricultural & Resource Economics, UC Berkeley.
    9. Rulof Petrus Burger & Lodewicus Charl Coetzee & Carl Friedrich Kreuser & Neil Andrew Rankin, 2017. "Income and Price Elasticities of Demand in South Africa: An Application of the Linear Expenditure System," South African Journal of Economics, Economic Society of South Africa, vol. 85(4), pages 491-514, December.
    10. Hanson, Kenneth & Somwaru, Agapi, 2003. "Distributional Effects of U.S. Farm Commodity Programs: Accounting for Farm and Non-Farm Households," Conference papers 331120, Purdue University, Center for Global Trade Analysis, Global Trade Analysis Project.
    11. Hayley H. Chouinard & David E. Davis & Jeffrey T. LaFrance & Jeffrey M. Perloff, 2010. "Milk Marketing Order Winners and Losers," Applied Economic Perspectives and Policy, Agricultural and Applied Economics Association, vol. 32(1), pages 59-76.
    12. Ma, Hengyun & Huang, Jikun & Rozelle, Scott & Rae, Allan N., 2003. "Livestock Product Consumption Patterns In Urban And Rural China," China Agriculture Project Working Papers 23689, Massey University, Centre for Applied Economics and Policy Studies.
    13. Hongbo Liu & Kevin A. Parton & Zhang-Yue Zhou & Rod Cox, 2009. "At-home meat consumption in China: an empirical study ," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 53(4), pages 485-501, October.
    14. Justine Hastings & Ryan Kessler & Jesse M. Shapiro, 2021. "The Effect of SNAP on the Composition of Purchased Foods: Evidence and Implications," American Economic Journal: Economic Policy, American Economic Association, vol. 13(3), pages 277-315, August.
    15. Leschewski, Andrea & Sellnow, Cole, 2021. "Determinants of US household expenditures on fortified fruit juice," International Food and Agribusiness Management Review, International Food and Agribusiness Management Association, vol. 25(1), May.
    16. Michael L. Anderson & David A. Matsa, 2011. "Are Restaurants Really Supersizing America?," American Economic Journal: Applied Economics, American Economic Association, vol. 3(1), pages 152-188, January.
    17. Irz, Xavier & Leroy, Pascal & Réquillart, Vincent & Soler, Louis-Georges, 2015. "Economic assessment of nutritional recommendations," Journal of Health Economics, Elsevier, vol. 39(C), pages 188-210.
    18. Thiele, Silke, 2010. "Fat Tax: A Political Measure To Reduce Overweight? The Case Of Germany," 115th Joint EAAE/AAEA Seminar, September 15-17, 2010, Freising-Weihenstephan, Germany 116393, European Association of Agricultural Economists.
    19. Rahman, Kazi Tamim & Shanoyan, Aleksan & Hovhannisyan, Vardges, 2021. "Food Commodity Price Hikes, Public Policy, and Consumer Welfare: Lessons from Bangladesh," 2021 Annual Meeting, August 1-3, Austin, Texas 314076, Agricultural and Applied Economics Association.
    20. Shiptsova, Rimma & Goodwin, Harold L., Jr. & Holcomb, Rodney B., 2004. "Household Expenditure Patterns for Carbohydrate Sources in Russia," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 29(2), pages 1-12, August.

    More about this item

    Keywords

    Agricultural and Food Policy; Consumer/Household Economics; Research Methods/ Statistical Methods;
    All these keywords.

    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:ags:aaea15:205461. 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: AgEcon Search (email available below). General contact details of provider: https://edirc.repec.org/data/aaeaaea.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.