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Modern marketing techniques in industrialized countries cannot be
implemented without segmentation of the potential market. Goods are
no longer produced and sold without a significant consideration of
customer needs combined with a recognition that these needs are
heterogeneous. Since first emerging in the late 1950s, the concept
of segmentation has been one of the most researched topics in the
marketing literature. Segmentation has become a central topic to
both the theory and practice of marketing, particularly in the
recent development of finite mixture models to better identify
market segments. This second edition of Market Segmentation updates
and extends the integrated examination of segmentation theory and
methodology begun in the first edition. A chapter on mixture model
analysis of paired comparison data has been added, together with a
new chapter on the pros and cons of the mixture model. The book
starts with a framework for considering the various bases and
methods available for conducting segmentation studies. The second
section contains a more detailed discussion of the methodology for
market segmentation, from traditional clustering algorithms to more
recent developments in finite mixtures and latent class models.
Three types of finite mixture models are discussed in this second
section: simple mixtures, mixtures of regressions and mixtures of
unfolding models. The third main section is devoted to special
topics in market segmentation such as joint segmentation,
segmentation using tailored interviewing and segmentation with
structural equation models. The fourth part covers four major
approaches to applied market segmentation: geo-demographic,
lifestyle, response-based, and conjoint analysis. The final
concluding section discusses directions for further research.
Modern marketing techniques in industrialized countries cannot be
implemented without segmentation of the potential market. Goods are
no longer produced and sold without a significant consideration of
customer needs combined with a recognition that these needs are
heterogeneous. Since first emerging in the late 1950s, the concept
of segmentation has been one of the most researched topics in the
marketing literature. Segmentation has become a central topic to
both the theory and practice of marketing, particularly in the
recent development of finite mixture models to better identify
market segments. This second edition of Market Segmentation updates
and extends the integrated examination of segmentation theory and
methodology begun in the first edition. A chapter on mixture model
analysis of paired comparison data has been added, together with a
new chapter on the pros and cons of the mixture model. The book
starts with a framework for considering the various bases and
methods available for conducting segmentation studies. The second
section contains a more detailed discussion of the methodology for
market segmentation, from traditional clustering algorithms to more
recent developments in finite mixtures and latent class models.
Three types of finite mixture models are discussed in this second
section: simple mixtures, mixtures of regressions and mixtures of
unfolding models. The third main section is devoted to special
topics in market segmentation such as joint segmentation,
segmentation using tailored interviewing and segmentation with
structural equation models. The fourth part covers four major
approaches to applied market segmentation: geo-demographic,
lifestyle, response-based, and conjoint analysis. The final
concluding section discusses directions for further research.
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