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Advertising And Retail Promotion Of Washington Apples: A Structural Latent Variable Approach To Promotion Evaluation

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  • Richards, Timothy J.
  • Gao, Xiaoming
  • Patterson, Paul M.

Abstract

"Commodity promotion" consists of many activities, each designed to contribute to a consumer's product knowledge or influence tastes. However, both knowledge and tastes are unobservable, or latent, variables influencing demand. This paper specifies a dynamic structural model of fresh fruit demand that treats promotion and other socioeconomic variables as "causal" variables influencing these latent variables. Estimating this state-space model using a Kalman filter approach provides estimates of both the system parameters and a latent variable series. The results show that these latent effects contribute positively to apple and other fruit consumption, while reducing banana consumption.

Suggested Citation

  • Richards, Timothy J. & Gao, Xiaoming & Patterson, Paul M., 1999. "Advertising And Retail Promotion Of Washington Apples: A Structural Latent Variable Approach To Promotion Evaluation," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 31(1), pages 1-14, April.
  • Handle: RePEc:ags:joaaec:15132
    DOI: 10.22004/ag.econ.15132
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    1. Gao, X. & Shonkwiler, J. S., 1991. "Dynamic Taste Change in Meat Demand: An Application of the DYMIMIC Model," 1991 Annual Meeting, August 4-7, Manhattan, Kansas 271247, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    2. Green, Richard, 1985. "Dynamic Utility Functions For Measuring Advertising Response," Research on Effectiveness of Agricultural Commodity Promotion, April 9-10, 1985, Arlington, Virginia 279490, Regional Research Projects > NECC-63: Research Committee on Commodity Promotion.
    3. Engle, Robert F. & Lilien, David M. & Watson, Mark, 1985. "A dymimic model of housing price determination," Journal of Econometrics, Elsevier, vol. 28(3), pages 307-326, June.
    4. Avinash Dixit & Victor Norman, 1978. "Advertising and Welfare," Bell Journal of Economics, The RAND Corporation, vol. 9(1), pages 1-17, Spring.
    5. Burmeister, Edwin & Wall, Kent D., 1982. "Kalman filtering estimation of unobserved rational expectations with an application to the German hyperinflation," Journal of Econometrics, Elsevier, vol. 20(2), pages 255-284, November.
    6. Watson, P K, 1983. "Kalman Filtering as an Alternative to Ordinary Least Squares-Some Theoretical Considerations and Empirical Results," Empirical Economics, Springer, vol. 8(2), pages 71-85.
    7. Pollak, Robert A & Wales, Terence J, 1980. "Comparison of the Quadratic Expenditure System and Translog Demand Systems with Alternative Specifications of Demographic Effects," Econometrica, Econometric Society, vol. 48(3), pages 595-612, April.
    8. Blanciforti, Laura & Green, Richard, 1983. "An Almost Ideal Demand System Incorporating Habits: An Analysis of Expenditures on Food and Aggregate Commodity Groups," The Review of Economics and Statistics, MIT Press, vol. 65(3), pages 511-515, August.
    9. Yehuda Kotowitz & Frank Mathewson, 1979. "Advertising, Consumer Information, and Product Quality," Bell Journal of Economics, The RAND Corporation, vol. 10(2), pages 566-588, Autumn.
    10. Green, Richard D. & Carman, Hoy F. & McManus, Kathleen, 1991. "Some Empirical Methods Of Estimating Advertising Effects In Demand Systems: An Application To Dried Fruits," Western Journal of Agricultural Economics, Western Agricultural Economics Association, vol. 16(1), pages 1-9, July.
    11. Nelson, Philip, 1974. "Advertising as Information," Journal of Political Economy, University of Chicago Press, vol. 82(4), pages 729-754, July/Aug..
    12. Jonq-Ying Lee & Mark G. Brown & James L. Seale, 1992. "Demand Relationships Among Fresh Fruit and Juices in Canada," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 14(2), pages 255-262.
    13. Jonq-Ying Lee & James L. Seale & Pattana A. Jierwiriyapant, 1990. "Do trade agreements help US exports? A study of the Japanese citrus industry," Agribusiness, John Wiley & Sons, Ltd., vol. 6(5), pages 505-514.
    14. Alston, Julian M. & Chalfant, James A. & Christian, Jason E. & Meng, Erika C.H. & Piggott, Nicholas E., 1997. "The California Table Grape Commission's Promotion Program: An Evaluation," Monographs, University of California, Davis, Giannini Foundation, number 11932, December.
    15. Hui-Shung Chang & Henry Kinnucan, 1990. "Advertising and Structural Change in the Demand for Butter in Canada," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 38(2), pages 295-308, July.
    16. Rossi, Nicola, 1988. "Budget share demographic translation and the aggregate almost ideal demand system," European Economic Review, Elsevier, vol. 32(6), pages 1301-1318, July.
    17. Watson, Mark W. & Engle, Robert F., 1983. "Alternative algorithms for the estimation of dynamic factor, mimic and varying coefficient regression models," Journal of Econometrics, Elsevier, vol. 23(3), pages 385-400, December.
    18. Jean-Paul Chavas, 1983. "Structural Change in the Demand for Meat," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 65(1), pages 148-153.
    19. Stigler, George J & Becker, Gary S, 1977. "De Gustibus Non Est Disputandum," American Economic Review, American Economic Association, vol. 67(2), pages 76-90, March.
    20. 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. Richards, Timothy J. & Patterson, Paul M., 2003. "A Bilateral Comparison Of Fruit And Vegetable Consumption: U.S And Canada," 2003 Annual meeting, July 27-30, Montreal, Canada 21891, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    2. 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.
    3. Quagrainie, Kwamena K. & McCluskey, Jill J. & Loureiro, Maria L., 2001. "Reputation And State Commodity Promotion: The Case Of Washington Apples," 2001 Annual meeting, August 5-8, Chicago, IL 20592, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    4. Catherine Durham & James Eales, 2010. "Demand elasticities for fresh fruit at the retail level," Applied Economics, Taylor & Francis Journals, vol. 42(11), pages 1345-1354.
    5. Acharya, Ram N. & Molina, Ignacio, 2004. "Testing For A Change In Consumer Tastes For Fresh Fruits And Vegetables: A Structural Latent Variable Approach," 2004 Annual meeting, August 1-4, Denver, CO 20127, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).

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