Estimation of Product Attributes and Their Importances

At this point in time, there is no generally accepted methodology for explaining and predicting human behavior given a product choice situation. This is true despite the critical importance of such meth­ odology to marketing, transportation and urban planning. While the social sciences provide numerous theories to be tested and the mathe­ matical and statistical procedures exist in general to do so, at this point, no single unified theory has emerged. It is generally accepted that to explain product choice behav­ ior,products must be described in terms of attributes. Using anyone of a number of procedures, it is possible to obtain measurements on the attributes of the products under consideration. However, there is no generally accepted methodology. Given the attribute profiles of two products, in order to explain and predict preference, it is necessary to determine the relative importance of each of the product attributes. Once again, there is no generally accepted methodology. There are two basic approaches: The first, called the attitudinal approach, obtains importance measure­ ments directly from respondents using one of many scaling techniques; the second, termed the inferential method endeavors to infer impor­ tances from product preference and attribute data. Since it is gen­ erally felt that respondents are unwilling and/or unable to provide meaningful importance measurements, the inferential method is most widely accepted.

InhaltsangabeI. Estimating the Relative Importance of Product Attributes.- 1. Introduction.- 2. Attribute Definition and Measurement.- 3. The Experiment.- 4. Demand Equation Formulation and Estimation Procedures.- 5. Demand Equation Parameter Interpretation as Importances.- 6. Supply Side Formulation.- 7. Simultaneous Equation Model Formulation.- 8. The Adequacy of an Attribute Description.- 9. Reduction of Semantic Redundancy.- 10. The Validation of Some Crucial Assumptions.- 11. Estimation of the Utility Function Parameters of Target Markets.- 12. Estimates of Relative Importance and Model Structure.- 13. An Application of the Results.- 14. Summary and Conclusions.- II. A Simultaneous Equation Model for Estimating Mode Attribute Importances.- 1. Introduction.- 2. Preliminary Estimation of the Demand Equation.- 3. Supply Side Formulation.- 4. The Automobile/Highway Supply Side Model.- 5. The Rail Transit Supply Side Model.- 6. A Simultaneous Equation Model.- 7. Comparison of Results.- 8. Conclusions.