A Low-Dimension Shrinkage Approach to Choice-Based Conjoint Estimation
In: Nanyang Business School Research Paper No. 20-19
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In: Nanyang Business School Research Paper No. 20-19
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In: Journal of consumer research: JCR ; an interdisciplinary journal, Band 40, Heft 3, S. 567-579
ISSN: 1537-5277
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In: Marketing intelligence review. [Englische Ausgabe], Band 3, Heft 1, S. 16-25
Abstract
Do word-of-mouth and other peer influence processes really affect how quickly people adopt a new product? Can one identify the most influential customers and hence those who are good seeding points for a word-of-mouth marketing campaign? Can one also identify those customers most likely to be influenced by their peers? A pharmaceutical company seeking to improve its marketing effectiveness by leveraging social dynamics among physicians set out to answer these questions. There is indeed evidence of social influence, even after controlling for sales calls and individual characteristics. Also, people who are central in the network and those who use the product intensively are more influential. Finally, people who view themselves as opinion leaders are less affected by peer influence, whereas people who others really turn to for information or advice are not differentially affected. This last finding suggests that self-reported opinion leadership captures self-confidence, whereas a central position in the social network captures true leadership. Since sociometric techniques identify true opinion leaders more effectively than self-reports do, word-of-mouth programs targeting sociometric leaders are expected to be more effective than programs targeting self-reported leaders
In: Northeastern U. D'Amore-McKim School of Business Research Paper No. 3460580
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In: Kamakura, Wagner A., Mela, Carl F., Ansari, Asim, Bodapati, Anand V., Fader, Peter, Iyengar, Raghuram, Naik, Prasad A. , Neslin, Scott, Sun, Baohong, Verhoef, Peter C., Wedel, Michel and Wilcox, Ronald T., Choice Models and Customer Relationship Management (2005). Marketing Letters 16:3/4, 279-291
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