IDEAS home Printed from https://ideas.repec.org/a/eee/jouret/v92y2016i3p268-286.html
   My bibliography  Save this article

A Bigger Slice of the Multichannel Grocery Pie: When Does Consumers’ Online Channel Use Expand Retailers’ Share of Wallet?

Author

Listed:
  • Melis, Kristina
  • Campo, Katia
  • Lamey, Lien
  • Breugelmans, Els

Abstract

A switch from single- to multichannel grocery shopping can affect consumers’ purchase allocations. This study investigates whether and to what extent a consumer's decision to start buying groceries online at a particular chain can lead to expansion of the share in grocery spending allocated to that chain. To obtain a better insight into the underlying mechanisms and to provide more accurate and refined managerial guidelines, we further investigate the moderating effects of a comprehensive set of factors that may stimulate or withhold these expansion effects. To analyze these effects, we use a large and representative U.K. household panel data set, composed of multichannel grocery shoppers and a matched group of single-channel shoppers, for a 2.5-year period across all multichannel grocery chains. The empirical analysis confirms that multichannel grocery shoppers expand the share of wallet allocated to the online-visited chain, and that the extent of this expansion depends on chain as well as consumer characteristics. Expansion effects appear to be more profound for chains that adopt an integrated multichannel strategy for product prices and category assortments. In addition, customers who face more stringent time constraints, live farther away from the chain's offline store, and/or purchase fewer competitive private-label or hard discounter products, are more likely to increase their share of grocery spending at the online-visited chain.

Suggested Citation

  • 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.
  • Handle: RePEc:eee:jouret:v:92:y:2016:i:3:p:268-286
    DOI: 10.1016/j.jretai.2016.05.001
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0022435916300021
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jretai.2016.05.001?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. 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.
    2. Baltas, George & Argouslidis, Paraskevas C. & Skarmeas, Dionysis, 2010. "The Role of Customer Factors in Multiple Store Patronage: A Cost–Benefit Approach," Journal of Retailing, Elsevier, vol. 86(1), pages 37-50.
    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. 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.
    5. 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.
    6. -, 2009. "America Latina e Caraibi: una opportunitá per le PMI," Coediciones, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), number 1358 edited by Iila, July.
    7. Bustos-Reyes, César Augusto & González-Benito, Óscar, 2008. "Store and store format loyalty measures based on budget allocation," Journal of Business Research, Elsevier, vol. 61(9), pages 1015-1025, September.
    8. 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.
    9. Nagengast, Liane & Evanschitzky, Heiner & Blut, Markus & Rudolph, Thomas, 2014. "New Insights in the Moderating Effect of Switching Costs on the Satisfaction–Repurchase Behavior Link," Journal of Retailing, Elsevier, vol. 90(3), pages 408-427.
    10. Deleersnyder, B. & Geyskens, I. & Gielens, K. & Dekimpe, M.G., 2002. "How Cannibalistic is the Internet Channel?," ERIM Report Series Research in Management ERS-2002-22-MKT, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam.
    11. Helena Skyt Nielsen & Michael Svarer, 2009. "Educational Homogamy: How Much is Opportunities?," Journal of Human Resources, University of Wisconsin Press, vol. 44(4).
    12. 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.
    13. Frank M. Bass & Norris Bruce & Sumit Majumdar & B. P. S. Murthi, 2007. "Wearout Effects of Different Advertising Themes: A Dynamic Bayesian Model of the Advertising-Sales Relationship," Marketing Science, INFORMS, vol. 26(2), pages 179-195, 03-04.
    14. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    15. 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.
    16. Hoyer, Wayne D, 1984. "An Examination of Consumer Decision Making for a Common Repeat Purchase Product," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 11(3), pages 822-829, December.
    17. 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.
    18. Grewal, Dhruv & Janakiraman, Ramkumar & Kalyanam, Kirthi & Kannan, P.K. & Ratchford, Brian & Song, Reo & Tolerico, Stephen, 2010. "Strategic Online and Offline Retail Pricing: A Review and Research Agenda," Journal of Interactive Marketing, Elsevier, vol. 24(2), pages 138-154.
    19. Pauwels, Koen & Leeflang, Peter S.H. & Teerling, Marije L. & Huizingh, K.R. Eelko, 2011. "Does Online Information Drive Offline Revenues?," Journal of Retailing, Elsevier, vol. 87(1), pages 1-17.
    20. David R. Bell & James M. Lattin, 1998. "Shopping Behavior and Consumer Preference for Store Price Format: Why “Large Basket” Shoppers Prefer EDLP," Marketing Science, INFORMS, vol. 17(1), pages 66-88.
    21. 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.
    22. Savannah Wei Shi & Jie Zhang, 2014. "Usage Experience with Decision Aids and Evolution of Online Purchase Behavior," Marketing Science, INFORMS, vol. 33(6), pages 871-882, November.
    23. Andrea Pozzi, 2013. "The effect of Internet distribution on brick-and-mortar sales," RAND Journal of Economics, RAND Corporation, vol. 44(3), pages 569-583, September.
    24. 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.
    25. P Coolen-Schrijner & S C Shaw & F P A Coolen, 2009. "Opportunity-based age replacement with a one-cycle criterion," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 60(10), pages 1428-1438, October.
    26. Gijsbrechts, Els & Campo, Katia & Nisol, Patricia, 2008. "Beyond promotion-based store switching: Antecedents and patterns of systematic multiple-store shopping," International Journal of Research in Marketing, Elsevier, vol. 25(1), pages 5-21.
    27. Hoyer, Wayne D & Brown, Steven P, 1990. "Effects of Brand Awareness on Choice for a Common, Repeat-Purchase Product," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 17(2), pages 141-148, September.
    28. Breugelmans, Els & Campo, Katia, 2016. "Cross-Channel Effects of Price Promotions: An Empirical Analysis of the Multi-Channel Grocery Retail Sector," Journal of Retailing, Elsevier, vol. 92(3), pages 333-351.
    29. 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.
    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. 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.
    2. Ratchford, Brian & Soysal, Gonca & Zentner, Alejandro, 2023. "Multichannel customer purchase behavior and long tail effects in the fashion goods market," Journal of Retailing, Elsevier, vol. 99(1), pages 46-65.
    3. Van Droogenbroeck, Ellen & Van Hove, Leo, 2020. "Intra-household task allocation in online grocery shopping: Together alone," Journal of Retailing and Consumer Services, Elsevier, vol. 56(C).
    4. Chen, Jialie & Rao, Vithala R., 2023. "Evaluating strategies for promoting retail mobile channel using a hidden Markov model," Journal of Retailing, Elsevier, vol. 99(1), pages 66-84.
    5. Haodong Chen & Hengyi Zhang & Eias Al Humdan & Mohammed Alharithi & Yu Gong, 2023. "Research on Multi-Channel Supply Chain Decisions Considering Carbon Emission Cost and Consumer Loyalty," Sustainability, MDPI, vol. 15(14), pages 1-28, July.
    6. Hu, Xiaojian & Qiu, Ju & Zhao, Ju & Li, Yang, 2023. "Can in-store recommendations for online-substitutive products integrate online and offline channels?," Journal of Retailing and Consumer Services, Elsevier, vol. 70(C).
    7. Troiville, Julien & Hair, Joe F. & Cliquet, Gérard, 2019. "Definition, conceptualization and measurement of consumer-based retailer brand equity," Journal of Retailing and Consumer Services, Elsevier, vol. 50(C), pages 73-84.
    8. Timoumi, Ahmed & Gangwar, Manish & Mantrala, Murali K., 2022. "Cross-channel effects of omnichannel retail marketing strategies: A review of extant data-driven research," Journal of Retailing, Elsevier, vol. 98(1), pages 133-151.
    9. van Heerde, Harald J. & Dinner, Isaac M. & Neslin, Scott A., 2019. "Engaging the unengaged customer: The value of a retailer mobile app," International Journal of Research in Marketing, Elsevier, vol. 36(3), pages 420-438.
    10. Jebarajakirthy, Charles & Das, Manish & Shah, Dhara & Shankar, Amit, 2021. "Deciphering in-store-online switching in multi-channel retailing context: Role of affective commitment to purchase situation," Journal of Retailing and Consumer Services, Elsevier, vol. 63(C).
    11. Liu, Huan & Lobschat, Lara & Verhoef, Peter C. & Zhao, Hong, 2019. "App Adoption: The Effect on Purchasing of Customers Who Have Used a Mobile Website Previously," Journal of Interactive Marketing, Elsevier, vol. 47(C), pages 16-34.
    12. Terblanche, Nic S. & Kidd, Martin, 2021. "Exploring an in-store customer journey for customers shopping for outdoor apparel," Journal of Retailing and Consumer Services, Elsevier, vol. 63(C).
    13. Janny C. Hoekstra & Peter S. H. Leeflang, 2020. "Marketing in the era of COVID-19," Italian Journal of Marketing, Springer, vol. 2020(4), pages 249-260, December.
    14. Tagashira, Takumi & Minami, Chieko, 2019. "The Effect of Cross-Channel Integration on Cost Efficiency," Journal of Interactive Marketing, Elsevier, vol. 47(C), pages 68-83.
    15. Frasquet, Marta & Ieva, Marco & Ziliani, Cristina, 2021. "Online channel adoption in supermarket retailing," Journal of Retailing and Consumer Services, Elsevier, vol. 59(C).
    16. Rains, Tim & Longley, Paul, 2021. "The provenance of loyalty card data for urban and retail analytics," Journal of Retailing and Consumer Services, Elsevier, vol. 63(C).
    17. El Kihal, Siham & Shehu, Edlira, 2022. "It's not only what they buy, it's also what they keep: Linking marketing instruments to product returns," Journal of Retailing, Elsevier, vol. 98(3), pages 558-571.
    18. Els Breugelmans & Marleen Hermans & Manfred Krafft & Mirja Kroschke & Felix Lehmkuhle & Murali Mantrala, 2024. "What is happening to my nearby stores? The own- and cross-effect of a radical store transformation on existing customers," Journal of the Academy of Marketing Science, Springer, vol. 52(1), pages 217-238, January.

    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. Campo, Katia & Lamey, Lien & Breugelmans, Els & Melis, Kristina, 2021. "Going Online for Groceries: Drivers of Category-Level Share of Wallet Expansion," Journal of Retailing, Elsevier, vol. 97(2), pages 154-172.
    2. 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.
    3. 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.
    4. Verstraeten, Julie & Heeremans, Eva & Geuens, Maggie & Vermeir, Iris, 2023. "How online grocery shopping drives private label food purchases," Journal of Business Research, Elsevier, vol. 167(C).
    5. Barwitz, Niklas, 2020. "The relevance of interaction choice: Customer preferences and willingness to pay," Journal of Retailing and Consumer Services, Elsevier, vol. 53(C).
    6. 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.
    7. Breugelmans, Els & Campo, Katia, 2016. "Cross-Channel Effects of Price Promotions: An Empirical Analysis of the Multi-Channel Grocery Retail Sector," Journal of Retailing, Elsevier, vol. 92(3), pages 333-351.
    8. Elms, Jonathan & de Kervenoael, Ronan & Hallsworth, Alan, 2016. "Internet or store? An ethnographic study of consumers' internet and store-based grocery shopping practices," Journal of Retailing and Consumer Services, Elsevier, vol. 32(C), pages 234-243.
    9. Timoumi, Ahmed & Gangwar, Manish & Mantrala, Murali K., 2022. "Cross-channel effects of omnichannel retail marketing strategies: A review of extant data-driven research," Journal of Retailing, Elsevier, vol. 98(1), pages 133-151.
    10. van Heerde, Harald J. & Dinner, Isaac M. & Neslin, Scott A., 2019. "Engaging the unengaged customer: The value of a retailer mobile app," International Journal of Research in Marketing, Elsevier, vol. 36(3), pages 420-438.
    11. Marta Arce-Urriza & Javier Cebollada & María Fernanda Tarira, 2017. "The effect of price promotions on consumer shopping behavior across online and offline channels: differences between frequent and non-frequent shoppers," Information Systems and e-Business Management, Springer, vol. 15(1), pages 69-87, February.
    12. Vaishnav, Bharat & Ray, Sourav, 2023. "A thematic exploration of the evolution of research in multichannel marketing," Journal of Business Research, Elsevier, vol. 157(C).
    13. Harris-Lagoudakis, Katherine, 2023. "The effect of online shopping channels on brand choice, product exploration and price elasticities," International Journal of Industrial Organization, Elsevier, vol. 87(C).
    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. 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.
    16. 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.
    17. Anastasia Griva & Cleopatra Bardaki & Katerina Pramatari & Georgios Doukidis, 2022. "Factors Affecting Customer Analytics: Evidence from Three Retail Cases," Information Systems Frontiers, Springer, vol. 24(2), pages 493-516, April.
    18. Brand, Christian & Schwanen, Tim & Anable, Jillian, 2020. "‘Online Omnivores’ or ‘Willing but struggling’? Identifying online grocery shopping behavior segments using attitude theory," Journal of Retailing and Consumer Services, Elsevier, vol. 57(C).
    19. Hernant, Mikael & Rosengren, Sara, 2017. "Now what? Evaluating the sales effects of introducing an online store," Journal of Retailing and Consumer Services, Elsevier, vol. 39(C), pages 305-313.
    20. Aiolfi Simone & Edoardo Sabbadin, 2017. "The New Paradigm of the Omnichannel Retailing: Key Drivers, New Challenges and Potential Outcomes Resulting from the Adoption of an Omnichannel Approach," International Journal of Business and Management, Canadian Center of Science and Education, vol. 13(1), pages 1-85, December.

    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:jouret:v:92:y:2016:i:3:p:268-286. 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 .

    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.