Acta Universitatis Agriculturae et Silviculturae Mendelianae Brunensis · 2013 · 15 citations · 18 references
BusinessBusiness EconomicsCultureMarket SegmentationOrganizational CultureBehavioral SegmentationPsychographic SegmentationSegment EvaluationSegmentation AnalysisSegmentation BasesSegmentation VariablesCluster AnalysisCulture-based SegmentationIndustrial Buying BehaviorIndustrial Buying ProcessIndustrial Market SegmentationPredictive ValiditySegmentationSegmentation Effectiveness
Much published work over the four decades has acknowledged market segmentation in business-to-business settings yet primarily focusing on observable segmentation bases such as firmographics or geographics. However, such bases were proved to have a weak predictive validity with respect to industrial buying behavior. Therefore, this paper attempts to add a debate to this topic by introducing new (unobservable) segmentation base incorporating several facets of business culture, denoted as psychographics. The justification for this approach is that the business culture captures the collective mindset of an organization and thus enables marketers to target the organization as a whole. Given the hypothesis that culture has a merit for micro-segmentation a sample of 278 manufacturing firms was first subjected to principal component analysis and Varimax to reveal underlying cultural traits. In next step, cluster analysis was performed on retained factors to construct business profiles. Finally, non-parametric one-way analysis of variance confirmed discriminative power between profiles based on psychographics in terms of industrial buying behavior. Owing to this, business culture may assist marketers when targeting more effectively than some traditional approaches.
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Using multivariate statistics, 5th ed.
Barbara G. Tabachnick, Linda S. Fidell · 2007 · 10.1K citations
A Second Generation Little Jiffy
Henry F. Kaiser · Psychometrika · 1970 · 4.8K citations