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MULTIOBJECTIVE CONSUMER CHOICE MODELLING BASED ON DEPENDING-ON-CONTEXT PREFERENCE Presenting author: Evgenij Ozhegov NRU HSE - Perm Dept. of Applied mathematics and social system modelling MCDM 2011, 14.06.2011
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Outline Generalization of the knowledge about recent consumer choice modelling approaches; Consideration of particular models; Formulating of the multiobjective problem of consumer choice; Empirical issue of using such model. 2
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Structure of consumer choice models By the number of consumers models are divided on: Individual demand models Aggregated demand models In terms of time factor: Static models Dynamic models By the number of consumer choice criteria: Singlecriterion models Multicriteria models By the homogeneity of the products: Models with homogeneous products Models with heterogeneous products 3
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Classical rational demand 4
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Why this model cannot be used? 6
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Particular models 7
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Multicriteria consumer choice problem (*) 8
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Solution concept using the method of criteria weighting 9
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How to use that model? Why in different context we see different behavior (except for different )? Because of the different weights of the criteria during the time! 10
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Dynamical case (**) 11
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Dynamical case (**) 12
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Fixing the consumtion effects 13
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Fixing the consumption effects 14
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Empirical issue: Giffen effect to buckwheat The prices for the buckwheat rose from 45 rubles per kg to 140 in summer 2010; There was unreasonably high demand for the buckwheat under the Giffen effect; The sample contained 888 observations of the consumers from 25.04.2010 to 13.08.2010 (111 days, 8 random consumers in each day) in big retail store; Known the amount of buckwheat bought, the price for 1 kg, expenditure and the weighted price level for each product set. 15
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Empirical issue: Giffen effect to buckwheat 16
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Empirical issue: Giffen effect to buckwheat 17
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The best model: 2 criteria 18 Price for buckwheat
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The best model: predicting power 19 Price for buckwheat
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THANK YOU FOR THE ATTENTION! Your questions 20
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References 1. Бусыгин В.П., Желободько Е.В., Цыплаков А.А. Микроэкономика – третий уровень. Новосибирск: Новосибирский государственный университет, 2003. 2. Ожегов Е.М.. Моделирование потребительского выбора нетранзитивными предпочтениями, Сборник материалов XIII Международной научно-практической конференции «Актуальные вопросы экономических наук», Новосибирск, 2010, c. 36-40. 3. Подиновский В.В. Анализ и поддержка решений. Введение в теорию важности критериев в многокритериальных задачах принятия решений, Москва, Физматлит, 2007. 4. В. В. Подиновский, В. Д. Ногин. Парето-оптимальные решения многокритериальных задач, Москва, ФИЗМАТЛИТ, 2007. 5. Ariel Rubinstein: Lecture Notes in Microeconomic Theory, Princeton University Press, 2006 6. Frederick Shane, George Loewenstein and Ted O'Donoghue. Time Discounting and Time Preference: A Critical Review. Journal of Economic Literature. Vol. 40, No. 2, 2002, pp. 351-401. 7. Frank M. Bass, A New Product Growth for Model Consumer Durables, Management Science, Vol. 15, No. 5, 1989, pp. 215-227. 8. James Dyer. Multiple Criteria Decision Analysis: State of the Art Surveys, International Series in Operations Research & Management Science, 2005, Volume 78, IV, 265-292. 9. W. J. Shafer. The Nontransitive Consumer, Econometrica 42, 1974: 913–919. 21
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