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Customer segmentation with purchase channels and media touchpoints using single source panel data

Author

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  • Nakano, Satoshi
  • Kondo, Fumiyo N.

Abstract

This study examines how customers use multiple channels and media in modern retail environments. It segments customers by using Latent-Class Cluster Analysis, which focuses on the purchase channels of bricks-and-mortar and online stores, media touchpoints of PC, mobile, and social media, and psychographic and demographic characteristics. It extends the framework of prior research by analyzing 2595 Japanese single source panelists’ data in which purchase scan panel data on low-involvement, more frequently purchased categories, media contact log data, and survey data are tied to the same ID. The analyses reveal seven segments including the properties of research shoppers and multichannel enthusiasts.

Suggested Citation

  • Nakano, Satoshi & Kondo, Fumiyo N., 2018. "Customer segmentation with purchase channels and media touchpoints using single source panel data," Journal of Retailing and Consumer Services, Elsevier, vol. 41(C), pages 142-152.
    • Handle: RePEc:eee:joreco:v:41:y:2018:i:c:p:142-152
    DOI: 10.1016/j.jretconser.2017.11.012
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    References listed on IDEAS

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    1. Paul Klemperer, 1995. "Competition when Consumers have Switching Costs: An Overview with Applications to Industrial Organization, Macroeconomics, and International Trade," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 62(4), pages 515-539.
    2. Verhoef, Peter C. & Kannan, P.K. & Inman, J. Jeffrey, 2015. "From Multi-Channel Retailing to Omni-Channel Retailing," Journal of Retailing, Elsevier, vol. 91(2), pages 174-181.
    3. Babin, Barry J & Darden, William R & Griffin, Mitch, 1994. "Work and/or Fun: Measuring Hedonic and Utilitarian Shopping Value," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 20(4), pages 644-656, March.
    4. Vermunt, Jeroen K., 2010. "Latent Class Modeling with Covariates: Two Improved Three-Step Approaches," Political Analysis, Cambridge University Press, vol. 18(4), pages 450-469.
    5. Pradeep K. Chintagunta & Junhong Chu & Javier Cebollada, 2012. "Quantifying Transaction Costs in Online/Off-line Grocery Channel Choice," Marketing Science, INFORMS, vol. 31(1), pages 96-114, January.
    6. Peter M. Guadagni & John D. C. Little, 2008. "A Logit Model of Brand Choice Calibrated on Scanner Data," Marketing Science, INFORMS, vol. 27(1), pages 29-48, 01-02.
    7. Gilles Laurent & Pierre Chandon & Brian Wansink, 2000. "A Benefit Congruency Framework of Sales Promotion Effectiveness," Post-Print hal-00458440, HAL.
    8. Rohm, Andrew J. & Swaminathan, Vanitha, 2004. "A typology of online shoppers based on shopping motivations," Journal of Business Research, Elsevier, vol. 57(7), pages 748-757, July.
    9. Dholakia, Utpal M. & Kahn, Barbara E. & Reeves, Randy & Rindfleisch, Aric & Stewart, David & Taylor, Earl, 2010. "Consumer Behavior in a Multichannel, Multimedia Retailing Environment," Journal of Interactive Marketing, Elsevier, vol. 24(2), pages 86-95.
    10. Melis, Kristina & Campo, Katia & Breugelmans, Els & Lamey, Lien, 2015. "The Impact of the Multi-channel Retail Mix on Online Store Choice: Does Online Experience Matter?," Journal of Retailing, Elsevier, vol. 91(2), pages 272-288.
    11. Midgley, David F & Dowling, Grahame R, 1978. "Innovativeness: The Concept and Its Measurement," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 4(4), pages 229-242, March.
    12. Zhang, Jie & Farris, Paul W. & Irvin, John W. & Kushwaha, Tarun & Steenburgh, Thomas J. & Weitz, Barton A., 2010. "Crafting Integrated Multichannel Retailing Strategies," Journal of Interactive Marketing, Elsevier, vol. 24(2), pages 168-180.
    13. Sajad Rezaei & Wan Khairuzzaman Wan Ismail, 2014. "Examining online channel selection behaviour among social media shoppers: a PLS analysis," International Journal of Electronic Marketing and Retailing, Inderscience Enterprises Ltd, vol. 6(1), pages 28-51.
    14. Sands, Sean & Ferraro, Carla & Campbell, Colin & Pallant, Jason, 2016. "Segmenting multichannel consumers across search, purchase and after-sales," Journal of Retailing and Consumer Services, Elsevier, vol. 33(C), pages 62-71.
    15. Ström, Roger & Vendel, Martin & Bredican, John, 2014. "Mobile marketing: A literature review on its value for consumers and retailers," Journal of Retailing and Consumer Services, Elsevier, vol. 21(6), pages 1001-1012.
    16. Konuş, Umut & Verhoef, Peter C. & Neslin, Scott A., 2008. "Multichannel Shopper Segments and Their Covariates," Journal of Retailing, Elsevier, vol. 84(4), pages 398-413.
    17. Provencher, Bill & Bishop, R.C.Richard C., 2004. "Does accounting for preference heterogeneity improve the forecasting of a random utility model? A case study," Journal of Environmental Economics and Management, Elsevier, vol. 48(1), pages 793-810, July.
    18. De Keyser, Arne & Schepers, Jeroen & Konuş, Umut, 2015. "Multichannel customer segmentation: Does the after-sales channel matter? A replication and extension," International Journal of Research in Marketing, Elsevier, vol. 32(4), pages 453-456.
    19. Sonja Gensler & Peter Verhoef & Martin Böhm, 2012. "Understanding consumers’ multichannel choices across the different stages of the buying process," Marketing Letters, Springer, vol. 23(4), pages 987-1003, December.
    20. Peter M. Guadagni & John D. C. Little, 2008. "Commentary—A Logit Model of Brand Choice Calibrated on Scanner Data: A 25th Anniversary Perspective," Marketing Science, INFORMS, vol. 27(1), pages 26-28, 01-02.
    21. LAURENT, Gilles & CHANDON, Pierre & WANSINK, Brian, 2000. "A benefit congruency framework of sales promotion effectiveness," HEC Research Papers Series 698, HEC Paris.
    22. Chiou-Wei, Song-Zan & Inman, J. Jeffrey, 2008. "Do Shoppers Like Electronic Coupons?," Journal of Retailing, Elsevier, vol. 84(3), pages 297-307.
    23. Ganesan, Shankar & George, Morris & Jap, Sandy & Palmatier, Robert W. & Weitz, Barton, 2009. "Supply Chain Management and Retailer Performance: Emerging Trends, Issues, and Implications for Research and Practice," Journal of Retailing, Elsevier, vol. 85(1), pages 84-94.
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