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The omnichannel continuum: Integrating online and offline channels along the customer journey

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  • Neslin, Scott A.

Abstract

This paper provides a framework for conceptualizing omnichannel integration as a continuum, identifies phenomena that determine how firms should position along that continuum, and summarizes empirical research regarding these phenomena. The framework combines the customer journey (search to purchase to aftersales) and channel choice (online vs. offline). This generates a range of omnichannel strategies, anchored by “Unconnected” on one extreme and “Complete” on the other. In between, “Vertical” strategies integrate channels over the customer journey, while “Horizontal” strategies integrate across channels at a given stage in the customer journey. We draw on more than 200 articles to identify 10 consumer and marketing phenomena (“determinants”) that influence where a firm should position along the continuum. This however raises challenges. For example, empirical research surprisingly finds many customers belong to an offline-focused segment. This suggests a Vertical strategy linking offline channels. However, today's turbulent retail environment questions whether the offline-focused segment will endure. Should the retailer cater to offline-focused customers or facilitate their progression to “multichannelism”? Another finding is that consumers strongly prefer consistency across channels. This suggests a Horizontal strategy. However, consistency might create channel cannibalization. How can the retailer avoid this? We discuss these and several other findings regarding the impact of the 10 determinants on omnichannel continuum strategy. We identify issues researchers need to research and managers need to consider when developing omnichannel continuum strategy.

Suggested Citation

  • 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.
  • Handle: RePEc:eee:jouret:v:98:y:2022:i:1:p:111-132
    DOI: 10.1016/j.jretai.2022.02.003
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    as
    1. Chatterjee, Patrali & Kumar, Archana, 2017. "Consumer willingness to pay across retail channels," Journal of Retailing and Consumer Services, Elsevier, vol. 34(C), pages 264-270.
    2. Bhatnagar, Amit & Ghose, Sanjoy, 2004. "A latent class segmentation analysis of e-shoppers," Journal of Business Research, Elsevier, vol. 57(7), pages 758-767, July.
    3. Gonca Soysal & Lakshman Krishnamurthi, 2016. "How Does Adoption of the Outlet Channel Impact Customers’ Spending in the Retail Stores: Conflict or Synergy?," Management Science, INFORMS, vol. 62(9), pages 2692-2704, September.
    4. Herhausen, Dennis & Binder, Jochen & Schoegel, Marcus & Herrmann, Andreas, 2015. "Integrating Bricks with Clicks: Retailer-Level and Channel-Level Outcomes of Online–Offline Channel Integration," Journal of Retailing, Elsevier, vol. 91(2), pages 309-325.
    5. Huré, Elodie & Picot-Coupey, Karine & Ackermann, Claire-Lise, 2017. "Understanding omni-channel shopping value: A mixed-method study," Journal of Retailing and Consumer Services, Elsevier, vol. 39(C), pages 314-330.
    6. Matthew Gentzkow, 2006. "Valuing New Goods in a Model with Complementarities: Online Newspapers," NBER Working Papers 12562, National Bureau of Economic Research, Inc.
    7. Junhong Chu & Pradeep Chintagunta & Javier Cebollada, 2008. "Research Note—A Comparison of Within-Household Price Sensitivity Across Online and Offline Channels," Marketing Science, INFORMS, vol. 27(2), pages 283-299, 03-04.
    8. Heitz-Spahn, Sandrine, 2013. "Cross-channel free-riding consumer behavior in a multichannel environment: An investigation of shopping motives, sociodemographics and product categories," Journal of Retailing and Consumer Services, Elsevier, vol. 20(6), pages 570-578.
    9. Santiago Gallino & Antonio Moreno, 2014. "Integration of Online and Offline Channels in Retail: The Impact of Sharing Reliable Inventory Availability Information," Management Science, INFORMS, vol. 60(6), pages 1434-1451, June.
    10. Mark, Tanya & Bulla, Jan & Niraj, Rakesh & Bulla, Ingo & Schwarzwäller, Wolfgang, 2019. "Catalogue as a tool for reinforcing habits: Empirical evidence from a multichannel retailer," International Journal of Research in Marketing, Elsevier, vol. 36(4), pages 528-541.
    11. Emrich, Oliver & Paul, Michael & Rudolph, Thomas, 2015. "Shopping Benefits of Multichannel Assortment Integration and the Moderating Role of Retailer Type," Journal of Retailing, Elsevier, vol. 91(2), pages 326-342.
    12. Alberto Cavallo, 2017. "Are Online and Offline Prices Similar? Evidence from Large Multi-channel Retailers," American Economic Review, American Economic Association, vol. 107(1), pages 283-303, January.
    13. Gao, Wei & Li, Wenqian & Fan, Hua & Jia, Xingping, 2021. "How customer experience incongruence affects omnichannel customer retention: The moderating role of channel characteristics," Journal of Retailing and Consumer Services, Elsevier, vol. 60(C).
    14. 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.
    15. 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.
    16. Sandrine Heitz-Spahn, 2013. "Cross-channel free-riding consumer behavior in a multichannel environment: An investigation of shopping motives, sociodemographics and product categories," Post-Print hal-01369291, HAL.
    17. 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.
    18. Zhang, Sha & Pauwels, Koen & Peng, Chenming, 2019. "The Impact of Adding Online-to-Offline Service Platform Channels on Firms' Offline and Total Sales and Profits," Journal of Interactive Marketing, Elsevier, vol. 47(C), pages 115-128.
    19. Cebollada, Javier & Chu, Yanlai & Jiang, Zhiying, 2019. "Online Category Pricing at a Multichannel Grocery Retailer," Journal of Interactive Marketing, Elsevier, vol. 46(C), pages 52-69.
    20. Dennis J. Zhang & Hengchen Dai & Lingxiu Dong & Qian Wu & Lifan Guo & Xiaofei Liu, 2019. "The Value of Pop-Up Stores on Retailing Platforms: Evidence from a Field Experiment with Alibaba," Management Science, INFORMS, vol. 65(11), pages 5142-5151, November.
    21. Elodie Huré & Karine Picot-Coupey & Claire-Lise Ackermann, 2017. "Understanding omni-channel shopping value: A mixed-method study," Post-Print halshs-01595944, HAL.
    22. Goic, Marcel & Álvarez, Rodolfo & Montoya, Ricardo, 2018. "The Effect of House Ads on Multichannel Sales," Journal of Interactive Marketing, Elsevier, vol. 42(C), pages 32-45.
    23. Blom, Angelica & Lange, Fredrik & Hess, Ronald L., 2017. "Omnichannel-based promotions’ effects on purchase behavior and brand image," Journal of Retailing and Consumer Services, Elsevier, vol. 39(C), pages 286-295.
    24. Kaiquan Xu & Jason Chan & Anindya Ghose & Sang Pil Han, 2017. "Battle of the Channels: The Impact of Tablets on Digital Commerce," Management Science, INFORMS, vol. 63(5), pages 1469-1492, May.
    25. Wolk, Agnieszka & Ebling, Christine, 2010. "Multi-channel price differentiation: An empirical investigation of existence and causes," International Journal of Research in Marketing, Elsevier, vol. 27(2), pages 142-150.
    26. 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.
    27. 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.
    28. Lanlan Cao & Li Li, 2015. "The Impact of Cross-Channel Integration on Retailers’ Sales Growth," Post-Print hal-02009466, HAL.
    29. Jura Liaukonyte & Thales Teixeira & Kenneth C. Wilbur, 2015. "Television Advertising and Online Shopping," Marketing Science, INFORMS, vol. 34(3), pages 311-330, May.
    30. Ma, Junzhao, 2016. "Does Greater Online Assortment Pay? An Empirical Study Using Matched Online and Catalog Shoppers," Journal of Retailing, Elsevier, vol. 92(3), pages 373-382.
    31. Ashish Kumar & Ram Bezawada & Minakshi Trivedi, 2018. "The Effects of Multichannel Shopping on Customer Spending, Customer Visit Frequency, and Customer Profitability," Journal of the Association for Consumer Research, University of Chicago Press, vol. 3(3), pages 294-311.
    32. Unnati Narang & Venkatesh Shankar, 2019. "Mobile App Introduction and Online and Offline Purchases and Product Returns," Marketing Science, INFORMS, vol. 38(5), pages 756-772, September.
    33. Park, Joonyong & Kim, Renee B., 2018. "A new approach to segmenting multichannel shoppers in Korea and the U.S," Journal of Retailing and Consumer Services, Elsevier, vol. 45(C), pages 163-178.
    34. Homburg, Christian & Lauer, Karin & Vomberg, Arnd, 2019. "The multichannel pricing dilemma: Do consumers accept higher offline than online prices?," International Journal of Research in Marketing, Elsevier, vol. 36(4), pages 597-612.
    35. Tolga Bilgicer & Kamel Jedidi & Donald Lehmann & Scott Neslin, 2015. "The Long-Term Effect of Multichannel Usage on Sales," Customer Needs and Solutions, Springer;Institute for Sustainable Innovation and Growth (iSIG), vol. 2(1), pages 41-56, March.
    36. David R. Bell & Santiago Gallino & Antonio Moreno, 2018. "Offline Showrooms in Omnichannel Retail: Demand and Operational Benefits," Management Science, INFORMS, vol. 64(4), pages 1629-1651, April.
    37. Pauwels, Koen & Neslin, Scott A., 2015. "Building With Bricks and Mortar: The Revenue Impact of Opening Physical Stores in a Multichannel Environment," Journal of Retailing, Elsevier, vol. 91(2), pages 182-197.
    38. Dennis Campbell & Frances Frei, 2010. "Cost Structure, Customer Profitability, and Retention Implications of Self-Service Distribution Channels: Evidence from Customer Behavior in an Online Banking Channel," Management Science, INFORMS, vol. 56(1), pages 4-24, January.
    39. Kristina Kleinlercher & Oliver Emrich & Dennis Herhausen & Peter C. Verhoef & Thomas Rudolph, 2018. "Websites as Information Hubs: How Informational Channel Integration and Shopping Benefit Density Interact in Steering Customers to the Physical Store," Journal of the Association for Consumer Research, University of Chicago Press, vol. 3(3), pages 330-342.
    40. Emrich, Oliver & Verhoef, Peter C., 2015. "The impact of a homogenous versus a prototypical Web design on online retail patronage for multichannel providers," International Journal of Research in Marketing, Elsevier, vol. 32(4), pages 363-374.
    41. Sun, Yongqiang & Yang, Chaofan & Shen, Xiao-Liang & Wang, Nan, 2020. "When digitalized customers meet digitalized services: A digitalized social cognitive perspective of omnichannel service usage," International Journal of Information Management, Elsevier, vol. 54(C).
    42. Wang, Rebecca Jen-Hui & Malthouse, Edward C. & Krishnamurthi, Lakshman, 2015. "On the Go: How Mobile Shopping Affects Customer Purchase Behavior," Journal of Retailing, Elsevier, vol. 91(2), pages 217-234.
    43. Deleersnyder, B. & Geyskens, I. & Gielens, K.J.P. & Dekimpe, M.G., 2002. "How cannibalistic is the internet channel? A study of the newspaper industry in the United Kingdom and the Netherlands," Other publications TiSEM 16dcb25c-7ea9-4c75-bdf6-5, Tilburg University, School of Economics and Management.
    44. Gensler, Sonja & Neslin, Scott A. & Verhoef, Peter C., 2017. "The Showrooming Phenomenon: It's More than Just About Price," Journal of Interactive Marketing, Elsevier, vol. 38(C), pages 29-43.
    45. 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.
    46. Melis, Kristina & Campo, Katia & Lamey, Lien & Breugelmans, Els, 2016. "A Bigger Slice of the Multichannel Grocery Pie: When Does Consumers’ Online Channel Use Expand Retailers’ Share of Wallet?," Journal of Retailing, Elsevier, vol. 92(3), pages 268-286.
    47. Berry, Leonard L. & Bolton, Ruth N. & Bridges, Cheryl H. & Meyer, Jeffrey & Parasuraman, A. & Seiders, Kathleen, 2010. "Opportunities for Innovation in the Delivery of Interactive Retail Services," Journal of Interactive Marketing, Elsevier, vol. 24(2), pages 155-167.
    48. Mi Zhou & Dan Geng & Vibhanshu Abhishek & Beibei Li, 2020. "When the Bank Comes to You: Branch Network and Customer Omnichannel Banking Behavior," Information Systems Research, INFORMS, vol. 31(1), pages 176-197, March.
    49. van Nierop, J.E.M. & Leeflang, P.S.H. & Teerling, M.L. & Huizingh, K.R.E., 2011. "The impact of the introduction and use of an informational website on offline customer buying behavior," International Journal of Research in Marketing, Elsevier, vol. 28(2), pages 155-165.
    50. Sandrine Heitz-Spahn, 2013. "Cross-channel free-riding consumer behavior in a multichannel environment: An investigation of shopping motives, sociodemographics and product categories," Post-Print hal-03010102, HAL.
    51. 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.
    52. Gao, Wei & Fan, Hua & Li, Wenqian & Wang, Huiling, 2021. "Crafting the customer experience in omnichannel contexts: The role of channel integration," Journal of Business Research, Elsevier, vol. 126(C), pages 12-22.
    53. 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.
    54. 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.
    55. Elisa Montaguti & Scott A. Neslin & Sara Valentini, 2016. "Can Marketing Campaigns Induce Multichannel Buying and More Profitable Customers? A Field Experiment," Marketing Science, INFORMS, vol. 35(2), pages 201-217, March.
    56. Santos, Susana & Gonçalves, Helena Martins, 2019. "Multichannel consumer behaviors in the mobile environment: Using fsQCA and discriminant analysis to understand webrooming motivations," Journal of Business Research, Elsevier, vol. 101(C), pages 757-766.
    57. 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.
    58. 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.
    59. Keen, Cherie & Wetzels, Martin & de Ruyter, Ko & Feinberg, Richard, 2004. "E-tailers versus retailers: Which factors determine consumer preferences," Journal of Business Research, Elsevier, vol. 57(7), pages 685-695, July.
    60. 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.
    61. Fiestas, Jorge Carlos & Tuzovic, Sven, 2021. "Mobile-assisted showroomers: Understanding their purchase journey and personalities," Journal of Retailing and Consumer Services, Elsevier, vol. 58(C).
    62. 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.
    63. Elodie Huré & Karine Picot-Coupey & Claire-Lise Ackermann, 2017. "Understanding omni-channel shopping value: A mixed-method study," Post-Print hal-02002141, HAL.
    64. Daria Dzyabura & Srikanth Jagabathula & Eitan Muller, 2019. "Accounting for Discrepancies Between Online and Offline Product Evaluations," Marketing Science, INFORMS, vol. 38(1), pages 88-106, January.
    65. Cambra-Fierro, Jesús & Kamakura, Wagner A. & Melero-Polo, Iguacel & Sese, F. Javier, 2016. "“Are multichannel customers really more valuable? An analysis of banking services”," International Journal of Research in Marketing, Elsevier, vol. 33(1), pages 208-212.
    66. Chu, Junhong & Arce-Urriza, Marta & Cebollada-Calvo, José-Javier & Chintagunta, Pradeep K., 2010. "An Empirical Analysis of Shopping Behavior Across Online and Offline Channels for Grocery Products: The Moderating Effects of Household and Product Characteristics," Journal of Interactive Marketing, Elsevier, vol. 24(4), pages 251-268.
    67. Yu-Min Wang & Hsin-Hui Lin & Wei-Chun Tai & Yi-Ling Fan, 2016. "Understanding multi-channel research shoppers: an analysis of Internet and physical channels," Information Systems and e-Business Management, Springer, vol. 14(2), pages 389-413, May.
    68. Shi, Si & Wang, Yi & Chen, Xuanzhu & Zhang, Qian, 2020. "Conceptualization of omnichannel customer experience and its impact on shopping intention: A mixed-method approach," International Journal of Information Management, Elsevier, vol. 50(C), pages 325-336.
    69. Li, Xi & Dahana, Wirawan Dony & Li, Tongmao & Yuan, Jingbo, 2021. "Behavioral changes of multichannel customers: Their persistence and influencing factors," Journal of Retailing and Consumer Services, Elsevier, vol. 58(C).
    70. 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.
    71. Emiliano Acquila-Natale & à ngel Hernández-García & Santiago Iglesias-Pradas & Julián Chaparro-Peláez, 2020. "Stay or switch? Investigating lock-in effect in multi-channel apparel retailing," Economics and Business Letters, Oviedo University Press, vol. 9(4), pages 298-305.
    72. Cao, Lanlan & Li, Li, 2015. "The Impact of Cross-Channel Integration on Retailers’ Sales Growth," Journal of Retailing, Elsevier, vol. 91(2), pages 198-216.
    73. Campo, Katia & Breugelmans, Els, 2015. "Buying Groceries in Brick and Click Stores: Category Allocation Decisions and the Moderating Effect of Online Buying Experience," Journal of Interactive Marketing, Elsevier, vol. 31(C), pages 63-78.
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