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Conjoint analysis
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==Advantages and disadvantages== ===Advantages=== * estimates psychological tradeoffs that consumers make when evaluating several attributes together * can measure preferences at the individual level * uncovers real or hidden drivers which may not be apparent to respondents themselves * mimics realistic choice or shopping task * able to use physical objects * if appropriately designed, can model interactions between attributes * may be used to develop needs-based segmentation, when applying models that recognize respondent heterogeneity of tastes ===Disadvantages=== * designing conjoint studies can be complex * when facing too many product features and product profiles, respondents often resort to simplification strategies * difficult to use for product positioning research because there is no procedure for converting perceptions about actual features to perceptions about a reduced set of underlying features * respondents are unable to articulate attitudes toward new categories, or may feel forced to think about issues they would otherwise not give much thought to * poorly designed studies may over-value emotionally-laden product features and undervalue concrete features * does not take into account the quantity of products purchased per respondent, but weighting respondents by their self-reported purchase volume or extensions such as volumetric conjoint analysis may remedy this
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