IDEAS home Printed from https://ideas.repec.org/a/eee/joreco/v64y2022ics0969698921003581.html
   My bibliography  Save this article

Understanding multi-channel consumer behavior: A comparison between segmentations of multi-channel purchases by product category and overall products

Author

Listed:
  • Kondo, Fumiyo N.
  • Okubo, Taishi

Abstract

This study explores how customers utilize multiple channels in a recent retail environment. It provides a compatible framework for customer segmentation for overall products and major online-focused product categories, which reflect dynamic purchasing needs in multiple channels, using latent class cluster analysis and focusing on demographic characteristics. It extends prior studies’ frameworks by analyzing 15,938 Japanese single-source panelists’ data on low-involvement frequently purchased categories with customers’ demographics. The analyses revealed eight segments, including the specific properties of multi-channel enthusiasts. The findings imply that FMCG product classes and the corresponding consumer segments that are appropriate for cross-selling can be specified in our system, which incorporates possible future dynamic customer needs and can reduce the possibility of significant profit losses.

Suggested Citation

  • Kondo, Fumiyo N. & Okubo, Taishi, 2022. "Understanding multi-channel consumer behavior: A comparison between segmentations of multi-channel purchases by product category and overall products," Journal of Retailing and Consumer Services, Elsevier, vol. 64(C).
    • Handle: RePEc:eee:joreco:v:64:y:2022:i:c:s0969698921003581
    DOI: 10.1016/j.jretconser.2021.102792
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0969698921003581
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.jretconser.2021.102792?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. 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.
    2. Gilles Laurent & Pierre Chandon & Brian Wansink, 2000. "A Benefit Congruency Framework of Sales Promotion Effectiveness," Post-Print hal-00458440, HAL.
    3. Herhausen, Dennis & Kleinlercher, Kristina & Verhoef, Peter C. & Emrich, Oliver & Rudolph, Thomas, 2019. "Loyalty Formation for Different Customer Journey Segments," Journal of Retailing, Elsevier, vol. 95(3), pages 9-29.
    4. Kaur, Puneet & Dhir, Amandeep & Bodhi, Rahul & Singh, Tripti & Almotairi, Mohammad, 2020. "Why do people use and recommend m-wallets?," Journal of Retailing and Consumer Services, Elsevier, vol. 56(C).
    5. 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.
    6. Laato, Samuli & Islam, A.K.M. Najmul & Farooq, Ali & Dhir, Amandeep, 2020. "Unusual purchasing behavior during the early stages of the COVID-19 pandemic: The stimulus-organism-response approach," Journal of Retailing and Consumer Services, Elsevier, vol. 57(C).
    7. 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.
    8. van Baal, Sebastian, 2014. "Should retailers harmonize marketing variables across their distribution channels? An investigation of cross-channel effects in multi-channel retailing," Journal of Retailing and Consumer Services, Elsevier, vol. 21(6), pages 1038-1046.
    9. Mathmann, Frank & Chylinski, Mathew & de Ruyter, Ko & Higgins, E. Tory, 2017. "When Plentiful Platforms Pay Off: Assessment Orientation Moderates the Effect of Assortment Size on Choice Engagement and Product Valuation," Journal of Retailing, Elsevier, vol. 93(2), pages 212-227.
    10. Schröder, Hendrik & Zaharia, Silvia, 2008. "Linking multi-channel customer behavior with shopping motives: An empirical investigation of a German retailer," Journal of Retailing and Consumer Services, Elsevier, vol. 15(6), pages 452-468.
    11. 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.
    12. Kollmann, Tobias & Kuckertz, Andreas & Kayser, Ina, 2012. "Cannibalization or synergy? Consumers' channel selection in online–offline multichannel systems," Journal of Retailing and Consumer Services, Elsevier, vol. 19(2), pages 186-194.
    13. 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.
    14. 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.
    15. Hall, Joseph M. & Kopalle, Praveen K. & Krishna, Aradhna, 2010. "Retailer Dynamic Pricing and Ordering Decisions: Category Management versus Brand-by-Brand Approaches," Journal of Retailing, Elsevier, vol. 86(2), pages 172-183.
    16. Sridhar Moorthy, 2005. "A General Theory of Pass-Through in Channels with Category Management and Retail Competition," Marketing Science, INFORMS, vol. 24(1), pages 110-122, August.
    17. 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.
    18. Chang, Chun-Wei & Zhang, Jonathan Z., 2016. "The Effects of Channel Experiences and Direct Marketing on Customer Retention in Multichannel Settings," Journal of Interactive Marketing, Elsevier, vol. 36(C), pages 77-90.
    19. 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.
    20. 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.
    21. LAURENT, Gilles & CHANDON, Pierre & WANSINK, Brian, 2000. "A benefit congruency framework of sales promotion effectiveness," HEC Research Papers Series 698, HEC Paris.
    22. Fagerstrøm, Asle & Eriksson, Niklas & Sigurdsson, Valdimar, 2020. "Investigating the impact of Internet of Things services from a smartphone app on grocery shopping," Journal of Retailing and Consumer Services, Elsevier, vol. 52(C).
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Hallikainen, Heli & Luongo, Milena & Dhir, Amandeep & Laukkanen, Tommi, 2022. "Consequences of personalized product recommendations and price promotions in online grocery shopping," Journal of Retailing and Consumer Services, Elsevier, vol. 69(C).
    2. Michal Pšurný & Irena Antošová & Jana Stávková, 2022. "Preferred Forms of Online Shopping by the Youth Generation," European Journal of Business Science and Technology, Mendel University in Brno, Faculty of Business and Economics, vol. 8(1), pages 84-95.
    3. Paulo Rita & Ricardo F. Ramos, 2022. "Global Research Trends in Consumer Behavior and Sustainability in E-Commerce: A Bibliometric Analysis of the Knowledge Structure," Sustainability, MDPI, vol. 14(15), pages 1-20, August.
    4. Valentini, Tony & Roederer, Claire & Castéran, Herbert, 2024. "From redesign to revenue: Measuring the effects of servicescape remodeling on customer lifetime value," Journal of Retailing and Consumer Services, Elsevier, vol. 77(C).
    5. Blömker, Jan & Albrecht, Carmen-Maria, 2024. "Psychographic segmentation of multichannel customers: investigating the influence of individual differences on channel choice and switching behavior," Journal of Retailing and Consumer Services, Elsevier, vol. 79(C).
    6. Ngoh, Cheryl-lyn & Groening, Christopher, 2022. "The effect of COVID-19 on consumers’ channel shopping behaviors: A segmentation study," Journal of Retailing and Consumer Services, Elsevier, vol. 68(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. 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.
    2. Neslin, Scott A., 2022. "The omnichannel continuum: Integrating online and offline channels along the customer journey," Journal of Retailing, Elsevier, vol. 98(1), pages 111-132.
    3. Blömker, Jan & Albrecht, Carmen-Maria, 2024. "Psychographic segmentation of multichannel customers: investigating the influence of individual differences on channel choice and switching behavior," Journal of Retailing and Consumer Services, Elsevier, vol. 79(C).
    4. Valentini, Sara & Neslin, Scott A. & Montaguti, Elisa, 2020. "Identifying omnichannel deal prone segments, their antecedents, and their consequences," Journal of Retailing, Elsevier, vol. 96(3), pages 310-327.
    5. Ngoh, Cheryl-lyn & Groening, Christopher, 2022. "The effect of COVID-19 on consumers’ channel shopping behaviors: A segmentation study," Journal of Retailing and Consumer Services, Elsevier, vol. 68(C).
    6. Hu, Tun-I & Tracogna, Andrea, 2020. "Multichannel customer journeys and their determinants: Evidence from motor insurance," Journal of Retailing and Consumer Services, Elsevier, vol. 54(C).
    7. Paula Rodríguez–Torrico & Sonia San–Martín & Rebeca San José Cabezudo, 2020. "Consumer behavior using multiple channels: a review," DOCFRADIS Working Papers 2002, Catedra Fundación Ramón Areces de Distribución Comercial, revised Jul 2020.
    8. Peng Vincent Zhang & Seoyoung Kim & Anindita Chakravarty, 2023. "Influence of pull marketing actions on marketing action effectiveness of multichannel firms: A meta-analysis," Journal of the Academy of Marketing Science, Springer, vol. 51(2), pages 310-333, March.
    9. Tueanrat, Yanika & Papagiannidis, Savvas & Alamanos, Eleftherios, 2021. "A conceptual framework of the antecedents of customer journey satisfaction in omnichannel retailing," Journal of Retailing and Consumer Services, Elsevier, vol. 61(C).
    10. Cocco, Helen & Demoulin, Nathalie T.M., 2022. "Designing a seamless shopping journey through omnichannel retailer integration," Journal of Business Research, Elsevier, vol. 150(C), pages 461-475.
    11. Frasquet, Marta & Ieva, Marco & Ziliani, Cristina, 2019. "Understanding complaint channel usage in multichannel retailing," Journal of Retailing and Consumer Services, Elsevier, vol. 47(C), pages 94-103.
    12. Flavián, Carlos & Gurrea, Raquel & Orús, Carlos, 2020. "Combining channels to make smart purchases: The role of webrooming and showrooming," Journal of Retailing and Consumer Services, Elsevier, vol. 52(C).
    13. 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.
    14. Frasquet, Marta & Ieva, Marco & Ziliani, Cristina, 2021. "Online channel adoption in supermarket retailing," Journal of Retailing and Consumer Services, Elsevier, vol. 59(C).
    15. Francesca De Canio & Marco Ieva & Cristina Ziliani, 2017. "Beyond the "mobile versus PC" dichotomy: Profiling online shoppers based on device usage," MERCATI & COMPETITIVIT?, FrancoAngeli Editore, vol. 2017(2), pages 99-121.
    16. Hallikainen, Heli & Alamäki, Ari & Laukkanen, Tommi, 2019. "Individual preferences of digital touchpoints: A latent class analysis," Journal of Retailing and Consumer Services, Elsevier, vol. 50(C), pages 386-393.
    17. Kautish, Pradeep & Paul, Justin & Sharma, Rajesh, 2021. "The effect of assortment and fulfillment on shopping assistance and efficiency: An e-tail servicescape perspective," Journal of Retailing and Consumer Services, Elsevier, vol. 59(C).
    18. Flavián, Carlos & Gurrea, Raquel & Orús, Carlos, 2019. "Feeling Confident and Smart with Webrooming: Understanding the Consumer's Path to Satisfaction," Journal of Interactive Marketing, Elsevier, vol. 47(C), pages 1-15.
    19. Miquel-Romero, Maria-Jose & Frasquet, Marta & Molla-Descals, Alejandro, 2020. "The role of the store in managing postpurchase complaints for omnichannel shoppers," Journal of Business Research, Elsevier, vol. 109(C), pages 288-296.
    20. Tun-I Hu & Andrea Tracogna, 2021. "Multichannel search patterns and webrooming behaviours in the service industries: the case of motor insurance," Italian Journal of Marketing, Springer, vol. 2021(1), pages 57-81, June.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:joreco:v:64:y:2022:i:c:s0969698921003581. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: https://www.journals.elsevier.com/journal-of-retailing-and-consumer-services .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.