On consumer choice patterns and the net impact of feature promotions
Autor: | Jonne Guyt, Els Gijsbrechts |
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Přispěvatelé: | International Strategy & Marketing (ABS, FEB), Department of Marketing, Research Group: Marketing |
Jazyk: | angličtina |
Rok vydání: | 2018 |
Předmět: |
Marketing
Lift (data mining) business.industry Consumer choice media_common.quotation_subject 05 social sciences Subsidy Advertising Promotion (rank) 0502 economics and business feature promotions Feature (machine learning) 050211 marketing The Internet consumer choice patterns 050207 economics manufacturer and retailer cannibalization business Nested logit Cannibalization media_common |
Zdroj: | International Journal of Research in Marketing, 35(3), 490-508. Elsevier International Journal of Research in Marketing, 35(3), 490-508. Elsevier Science BV |
ISSN: | 1873-8001 0167-8116 |
Popis: | Even in the digital age, feature promotions continue to receive significant investments from CPG manufacturers and retailers. Whether this is money well spent depends on consumers' (heterogeneous) tendency to switch brands or stores in response to features. This study proposes a ‘Mixed-pattern Random-effects Nested Logit’ (MRNL) model to analyse the effect of feature promotions in a multi-retailer multi-brand setting. Across 16 different CPG categories, our results reveal that in all cases a mixture of choice patterns prevails: about half of households exhibit a brand focus (i.e. rather substitute between stores offering that brand), the remaining half show evidence of a store focus (i.e. rather substitute brand offers within a visited store). We find that the size of the promotion lift and its underlying sources differ substantially between patterns. Brand-focused consumers are generally more responsive to feature ads than store-focused consumers – especially in low-concentration categories; while they imply much stronger cannibalization for the manufacturer, and much weaker cannibalization for the retailer. It follows that retailers reap much higher benefits in the brand-focused segment, while manufacturers may not prefer that segment in terms of net gains and must be wary of subsidizing those consumers. We identify household and category characteristics that underlie the choice patterns and offer opportunities for targeting. |
Databáze: | OpenAIRE |
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