Exam 21: Multidimensional Scaling and Conjoint Analysis

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In conjoint analysis, ________ are utility functions that describe the utility consumers attach to the levels of each attribute.

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If individual-respondent level analysis has been conducted, the estimation sample can be split in several ways to assess the stability of conjoint analysis solutions.

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Conjoint analysis assumes that consumers evaluate the choice alternatives in terms of the important attributes and make trade-offs.

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In ________ approaches to collecting perception data, the respondents are asked to use their own criteria to judge how similar or dissimilar the various brands or stimuli are.

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What are the steps involved in conducting multidimensional scaling?

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Which statement is true about the full-profile approach to constructing conjoint analysis stimuli?

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________ is a class of procedures for representing perceptions and preferences of respondents spatially by means of a visual display.

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In MDS, when a spatial map is obtained, it is assumed that interpoint distances are ________ scaled and that the axes of the map are multidimensional ________ scaled.

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________ is a method of configuring a spatial map such that the spatial map represents both brands or stimuli and respondent points or vectors and is derived solely from the preference data.

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Quantitative data can be mapped using correspondence analysis.

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If the attribute-based approaches are used to obtain input data, spatial maps can also be obtained by using factor or discriminant analysis.

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For metric conjoint analysis input data, the respondents provide ratings.

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With the full-profile approach to constructing conjoint analysis stimuli, respondents rank all the stimulus profiles.

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The basic conjoint analysis model expressing the fundamental relationship between attributes and utility in conjoint analysis is shown below: The basic conjoint analysis model expressing the fundamental relationship between attributes and utility in conjoint analysis is shown below:    What does α<sub>ij </sub>represent? What does αij represent?

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Which of the Kruskal's stress formula 1 values below represent a perfect fit of the MDS model?

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What are the advantages and disadvantages of the direct and derived approaches to obtaining perception data for multidimensional scaling?

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Direct approaches to collecting perception data are attribute-based approaches.

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Which approach is best to use to obtain perception data, the direct approach or the derived approach?

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The conjoint analysis procedure is based on trade-offs respondents make when evaluating alternatives.

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In direct approaches to gathering perception data, respondents are asked to make similarity judgments on pairs of various brands or stimuli.

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