Abstract
One of the most fundamental questions that arises in both advertising and product planning is what product attributes (i.e., characteristics) are most important in the consumer decision making process. Advertising objectives are often set based on improving consumer perception of a product in terms of the specific product attributes deemed to be most important.1 In the product planning area, decisions must always be made which require trade-offs in that a higher level of one attribute necessitates a lower (or higher) level of some other attribute due to engineering and/or financial considerations. These trade-off decisions require inputs regarding the relative importance consumers attach to the attributes in question.2
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References
David A. Schwartz, “Measuring the Effectiveness of Your Company’s Advertising,” Journal of Marketing, Vol. 33 (April, 1969 ), pp. 20 - 25.
James P. Wallace III, “Some Applications of Marketing Research Techniques to the New Mode Demand Forecasting Problem,” Selected Proceedings of a Conference on Methods and Concepts of Forecasting Travel Demand for Future Transportation Systems (Transportation Studies Center, Center for Urban Research and Experiment, University of Pennsylvania, Philadelphia, Pennsylvania, April, 1972 ).
James H. Myers and Mark I. Alpert, “Determining Buying Attitudes: Meaning and Measurement,” Journal of Marketing, Vol. 32 (October, 1968 ), pp. 13 - 20.
James P. Wallace III and Ralph L. Miller, “Consumer Behavior Models for the Automotive Market” ( Presented at the Operations’ Research Convention, San Francisco, 1968 ).
Paul E. Green and Donald S. Tull, Research for Marketing Decisions, (Prentice-Hall, Inc., Englewood Cliffs, New Jersey, 1970 ).
Paul E. Green and Vithala R. Rao, “Rating Scales and Information Recovery - How Many Scales and Response Categories to Use?” Journal of Marketing, Vol. 34 (July, 1970 ), pp. 33 - 39.
Charles E. Osgood, George J. Suci and Percy H. Tannenbaum, The Measurement of Meaning (University of Illinois Press, Urbana, Illinois, 1957 ).
Green and Rao, pp. 33-39.
Hope S. Roman, “Semantic Generalization in Formation of Consumer Attitudes,” Journal of Marketing Research, Vol. VI (August, 1969 ), pp. 369 - 373.
Myers and Alpert, p. 18.
Kelvin J. Lancaster, “A New Approach to Consumer Theory,” Journal of Political Economy, Vol. 74 (April, 1966 ), pp. 132 - 157.
Wallace, “Some Applications of Marketing Research Techniques to the New Mode Demand Forecasting Problem.”
Allen Greenberg, “Paired Comparisons Versus Monadic Tests,” Journal of Advertising Research, Vol. 3, No. 4 (December, 1963), pp. 44-47.
Thomas F. Golob, The Survey of User Choice of Alternate Transportation Modes, Research Publication GMR-950 (General Motors Research Laboratories, Warren, Michigan, January, 1970 ).
Francesco Nicosia, Consumer Decision Processes (Prentice-Hall, Inc., Englewood Cliffs, New Jersey, 1966 ), pp. 215 - 220.
Peter C. Fishburn, “Methods of Estimating Additive Utilities,” Management Science, Vol. 13, No. 7 (1967), P. 436.
Stanley L. Warner, Stochastic Choice of Mode in Urban Travel: A Study in Binary Choice (Northwestern University Press, Evanston, Illinois, 1962 ).
Arthur S. Goldberger, Econometric Theory (John Wiley & Sons, Inc., New York, 1964 ) pp. 248 - 251.
Goldberger, 9. 238.
James Tobin, The Application of Multivariate Probit Analysis to Economic Survey Data, Cowles Foundation Discussion Paper No. 1 ( New Haven, Connecticut, December, 1955 ).
Joseph Berkson, “A Statistically Precise and Relatively Simple Method of Estimating the Bio-Assay with Quantal Response, Based on the Logistic Function,” Journal of the American Statistical Association, Vol. 48, No. 263 (1953), pp. 565-599.
Warner, pp. 20-21.
H. O. Hartley, “The Modified Gauss-Newton Method for the Fitting of Non-Linear Regression Functions by Least Squares,” Technometricsf Vol. 3, No. 3 (1961), pp. 269 - 280.
M. Fishbein, Readings in Attitude Theory and Measurement (John Wiley & Sons, Inc., New York, 1967 ).
F. M. Bass and W. W. Talarzyk, “A Study of Attitude Theory and Brand Preference” (Presented at the American Marketing Associate Educators Conference, Fall, 1969 ).
H. J. Einhoin, “The Use of Nonlinear, Noncompensatory Models in Decision Making” (Unpublished Doctoral Dissertation, Wayne State University, Detroit, Michigan, 1969 ).
Goldberger, pp. 280-290.
Goldbeger, Econometric Theory
Alistair Sherret, “Structuring an Econometric Model of Mode Choice” ( Dissertation: Cornell University, 1971 ).
T. W. Anderson, An Introduction to Multivariate Statistical Analysis (John Wiley & Sons, Inc., New York, 1958 ).
For illustration of this bias see Ronald E. Frank, William F. Massy and Donald G. Morrison, “Bias in Multiple Discriminant Analysis,” Journal of Marketing Research, Vol. 2 (August, 1965), pp. 255-258; and Olive Jean Dunn and Paul D. Varady, “Probabilities of Correct Classification in Discriminant Analysis,” Biometrics, Vol. 22, Pt. 4 (1966), pp. 908 - 924.
Peter A. Lachenbruch, “An Almost Unbiased Method of Obtaining Confidence Intervals for the Probability of Misclassification in Discriminant Analysis,” Biometrics, Vol. 23, Pt. 4 (1967), pp. 639 - 645.
Green and Tull, p. 370 and Myers and Alpert, p. 18
Goldberger, pp. 192-194.
H. H. Harman, Modern Factor Analysis ( University of Chicago Press, Chicago, 1967 ), p. 4.
Green and Rao, p. 38.
Kloek and L. E. M. Mennes, “Simultaneous Estimation Based on Principal Components of Predetermined Variables,” Econometrica, Vol. 28 (January, 1960 ), pp. 45 - 61.
Green and Tull, pp. 422-426.
Hartley, pp. 269-280
Sherret, “Structuring an Econometric Model of Mode Choice.”
Mark I. Alpert, “Identification of Determinant Attributes: A Comparison of Method,” Journal of Marketing Research, Vol. VIII (May, 1971 ), pp. 184 - 190.
Frank T. Paine, Allan N. Nash, Stanley J. Hille and Allen G. Brunner “Consumer Attitudes toward Auto versus Public Transport Alternatives, ” Journal of Applied Psychology, Vol. 53, No. 6 (1969), p. 474.
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Wallace, J.P., Sherret, A. (1973). Estimating the Relative Importance of Product Attributes. In: Estimation of Product Attributes and Their Importances. Lecture Notes in Economics and Mathematical Systems, vol 89. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-65753-5_1
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DOI: https://doi.org/10.1007/978-3-642-65753-5_1
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