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Habits in frequency of purchase models: the case of fish in France

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  • Arnar Buason
  • Dadi Kristofersson
  • Kyrre Rickertsen

Abstract

The quantity purchased in a period is the result of two decisions: the frequency of purchase and the average purchase on each occasion. We introduce habit formation into demand systems modelling each of these decisions. An econometric model is estimated by Bayesian methods. The data generating processes of the frequency and quantity decisions are assumed to follow, respectively, a multivariate Poisson log-normal distribution and a multivariate gamma log-normal distribution. We estimate the systems using French scanner data for purchases of fish. The results suggest that habits in purchase frequencies are important, while habits in average purchased quantities are less important. Furthermore, we find that price changes are important for explaining average quantities purchased but have only minor effects on purchase frequencies.

Suggested Citation

  • Arnar Buason & Dadi Kristofersson & Kyrre Rickertsen, 2021. "Habits in frequency of purchase models: the case of fish in France," Applied Economics, Taylor & Francis Journals, vol. 53(31), pages 3577-3589, July.
    • Handle: RePEc:taf:applec:v:53:y:2021:i:31:p:3577-3589
    DOI: 10.1080/00036846.2021.1883541
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    1. Havranek, Tomas & Rusnak, Marek & Sokolova, Anna, 2017. "Habit formation in consumption: A meta-analysis," European Economic Review, Elsevier, vol. 95(C), pages 142-167.
    2. Chib, Siddhartha, 2001. "Markov chain Monte Carlo methods: computation and inference," Handbook of Econometrics, in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 5, chapter 57, pages 3569-3649, Elsevier.
    3. Alessie, Rob & Kapteyn, Arie, 1991. "Habit Formation, Interdependent References and Demographic Effects in the Almost Ideal Demand System," Economic Journal, Royal Economic Society, vol. 101(406), pages 404-419, May.
    4. Zhijun Chen & Patrick Rey, 2012. "Loss Leading as an Exploitative Practice," American Economic Review, American Economic Association, vol. 102(7), pages 3462-3482, December.
    5. Frank Asche & Atle G. Guttormsen & Tom Sebulonsen & Elin H. Sissener, 2005. "Competition between farmed and wild salmon: the Japanese salmon market," Agricultural Economics, International Association of Agricultural Economists, vol. 33(3), pages 333-340, November.
    6. Deb, Partha & Trivedi, Pravin K., 2002. "The structure of demand for health care: latent class versus two-part models," Journal of Health Economics, Elsevier, vol. 21(4), pages 601-625, July.
    7. Rickertsen, Kyrre & Chalfant, James A & Steen, Marie, 1995. "The Effects of Advertising on the Demand for Vegetables," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 22(4), pages 481-494.
    8. Olivier Allais & Patrice Bertail & Véronique Nichèle, 2010. "The Effects of a Fat Tax on French Households' Purchases: A Nutritional Approach," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 92(1), pages 228-245.
    9. 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.
    10. Heaton, John, 1995. "An Empirical Investigation of Asset Pricing with Temporally Dependent Preference Specifications," Econometrica, Econometric Society, vol. 63(3), pages 681-717, May.
    11. Egan, Kevin & Herriges, Joseph, 2006. "Multivariate count data regression models with individual panel data from an on-site sample," Journal of Environmental Economics and Management, Elsevier, vol. 52(2), pages 567-581, September.
    12. Spinnewyn, Frans, 1981. "Rational habit formation," European Economic Review, Elsevier, vol. 15(1), pages 91-109.
    13. In, Younghwan & Wright, Julian, 2014. "Loss-leader pricing and upgrades," Economics Letters, Elsevier, vol. 122(1), pages 19-22.
    14. Karen E. Dynan, 2000. "Habit Formation in Consumer Preferences: Evidence from Panel Data," American Economic Review, American Economic Association, vol. 90(3), pages 391-406, June.
    15. A. Gracia & J. M. Gil & A. M. Angulo, 1998. "Spanish food demand: a dynamic approach," Applied Economics, Taylor & Francis Journals, vol. 30(10), pages 1399-1405.
    16. Allais, Olivier & Bertail, Patrice & Nichele, Veronique, 2010. "The weak effects of a “fat tax” on French households’ food purchases: A nutritional approach," INRAE Sciences Sociales, Institut national de recherche pour l'agriculture, l'alimentation et l'environnement (INRAE), Departement Sciences Sociales, Agriculture et Alimentation, Espace et Environnement (SAE2), vol. 2010, pages 1-5, October.
    17. Carlos Arnade & Munisamy Gopinath, 2006. "The Dynamics of Individuals' Fat Consumption," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 88(4), pages 836-850.
    18. M. Dolores Collado & Martin Browning, 2007. "Habits and heterogeneity in demands: a panel data analysis," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(3), pages 625-640.
    19. Frank Asche & Atle G. Guttormsen, 2014. "Seafood Markets and Aquaculture Production: Special Issue Introduction," Marine Resource Economics, University of Chicago Press, vol. 29(4), pages 301-304.
    20. Chib, Siddhartha & Winkelmann, Rainer, 2001. "Markov Chain Monte Carlo Analysis of Correlated Count Data," Journal of Business & Economic Statistics, American Statistical Association, vol. 19(4), pages 428-435, October.
    21. Kyrre Rickertsen & Frode Alfnes & Pierre Combris & Géraldine Enderli & Sylvie Issanchou & Jason F. Shogren, 2017. "French Consumers' Attitudes and Preferences toward Wild and Farmed Fish," Marine Resource Economics, University of Chicago Press, vol. 32(1), pages 59-81.
    22. Jeffrey C. Fuhrer, 2000. "Habit Formation in Consumption and Its Implications for Monetary-Policy Models," American Economic Review, American Economic Association, vol. 90(3), pages 367-390, June.
    23. Arnar Buason & Sveinn Agnarsson, 2020. "Fond of Fish? Count Data Analysis of Seafood Consumption in France," Marine Resource Economics, University of Chicago Press, vol. 35(2), pages 137-157.
    24. SPINNEWYN, Frans, 1981. "Rational habit formation," LIDAM Reprints CORE 436, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
    25. Wiktor L. Adamowicz & Joffre D. Swait, 2013. "Are Food Choices Really Habitual? Integrating Habits, Variety-seeking, and Compensatory Choice in a Utility-maximizing Framework," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 95(1), pages 17-41.
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