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The Effect of Cross-Channel Integration on Cost Efficiency

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  • Tagashira, Takumi
  • Minami, Chieko

Abstract

In multichannel retailing, cross-channel integration, which is the integration of different channels, such as brick-and-mortar stores, e-commerce, and mobile retailers, has been a key strategy. However, the effectiveness of cross-channel integration for firm performance remains uncertain. This study examines the impact of cross-channel integration on firm performance–cost efficiency. It uses stochastic frontier analysis to estimate cost efficiency and employs a dynamic panel model to assess the relationship between cross-channel integration, firm-level characteristics, and cost efficiency. The results reveal that cross-channel integration is positively associated with cost efficiency and that the extent of a retailer's experience with e-commerce and level of face-to-face services reduce its effectiveness.

Suggested Citation

  • 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.
  • Handle: RePEc:eee:joinma:v:47:y:2019:i:c:p:68-83
    DOI: 10.1016/j.intmar.2019.03.002
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    as
    1. 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.
    2. Bailey, Elizabeth E & Friedlaender, Ann F, 1982. "Market Structure and Multiproduct Industries," Journal of Economic Literature, American Economic Association, vol. 20(3), pages 1024-1048, September.
    3. 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.
    4. Betancourt, Roger R & Gautschi, David A, 1993. "The Outputs of Retail Activities: Concepts, Measurement and Evidence from U.S. Census Data," The Review of Economics and Statistics, MIT Press, vol. 75(2), pages 294-301, May.
    5. Saghiri, Soroosh & Wilding, Richard & Mena, Carlos & Bourlakis, Michael, 2017. "Toward a three-dimensional framework for omni-channel," Journal of Business Research, Elsevier, vol. 77(C), pages 53-67.
    6. 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.
    7. Elie Ofek & Zsolt Katona & Miklos Sarvary, 2011. ""Bricks and Clicks": The Impact of Product Returns on the Strategies of Multichannel Retailers," Marketing Science, INFORMS, vol. 30(1), pages 42-60, 01-02.
    8. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    9. 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.
    10. Lanlan Cao & Li Li, 2015. "The Impact of Cross-Channel Integration on Retailers’ Sales Growth," Post-Print hal-02009466, HAL.
    11. Luo, Xueming & Donthu, Naveen, 2005. "Assessing advertising media spending inefficiencies in generating sales," Journal of Business Research, Elsevier, vol. 58(1), pages 28-36, January.
    12. Gauri, Dinesh K., 2013. "Benchmarking Retail Productivity Considering Retail Pricing and Format Strategy," Journal of Retailing, Elsevier, vol. 89(1), pages 1-14.
    13. Constance E. Helfat & Kathleen M. Eisenhardt, 2004. "Inter‐temporal economies of scope, organizational modularity, and the dynamics of diversification," Strategic Management Journal, Wiley Blackwell, vol. 25(13), pages 1217-1232, December.
    14. Fei Gao & Xuanming Su, 2017. "Omnichannel Retail Operations with Buy-Online-and-Pick-up-in-Store," Management Science, INFORMS, vol. 63(8), pages 2478-2492, August.
    15. Raphael Amit & Christoph Zott, 2001. "Value creation in E‐business," Strategic Management Journal, Wiley Blackwell, vol. 22(6‐7), pages 493-520, June.
    16. 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.
    17. Benedicktus, Ray L. & Brady, Michael K. & Darke, Peter R. & Voorhees, Clay M., 2010. "Conveying Trustworthiness to Online Consumers: Reactions to Consensus, Physical Store Presence, Brand Familiarity, and Generalized Suspicion," Journal of Retailing, Elsevier, vol. 86(4), pages 322-335.
    18. 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.
    19. Roy Larke & Michael Causton, 2005. "Japan: A Modern Retail Superpower," Palgrave Macmillan Books, in: Japan — A Modern Retail Superpower, chapter 13, pages 259-266, Palgrave Macmillan.
    20. Neslin, Scott A. & Shankar, Venkatesh, 2009. "Key Issues in Multichannel Customer Management: Current Knowledge and Future Directions," Journal of Interactive Marketing, Elsevier, vol. 23(1), pages 70-81.
    21. 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.
    22. Verhoef, Peter C. & Venkatesan, Rajkumar & McAlister, Leigh & Malthouse, Edward C. & Krafft, Manfred & Ganesan, Shankar, 2010. "CRM in Data-Rich Multichannel Retailing Environments: A Review and Future Research Directions," Journal of Interactive Marketing, Elsevier, vol. 24(2), pages 121-137.
    23. 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.
    24. 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.
    25. Agatz, Niels A.H. & Fleischmann, Moritz & van Nunen, Jo A.E.E., 2008. "E-fulfillment and multi-channel distribution - A review," European Journal of Operational Research, Elsevier, vol. 187(2), pages 339-356, June.
    26. 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.
    27. Manuel Illueca & José Pastor & Emili Tortosa-Ausina, 2009. "The effects of geographic expansion on the productivity of Spanish savings banks," Journal of Productivity Analysis, Springer, vol. 32(2), pages 119-143, October.
    28. Hanoch, Giora, 1975. "The Elasticity of Scale and the Shape of Average Costs," American Economic Review, American Economic Association, vol. 65(3), pages 492-497, June.
    29. P D Berger & J Lee & B D Weinberg, 2006. "Optimal cooperative advertising integration strategy for organizations adding a direct online channel," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 57(8), pages 920-927, August.
    30. Srinivasan, Raji & Sridhar, Shrihari & Narayanan, Sriram & Sihi, Debika, 2013. "Effects of opening and closing stores on chain retailer performance," Journal of Retailing, Elsevier, vol. 89(2), pages 126-139.
    31. Keh, Hean Tat & Chu, Singfat, 2003. "Retail productivity and scale economies at the firm level: a DEA approach," Omega, Elsevier, vol. 31(2), pages 75-82, April.
    32. Roy Larke & Michael Causton, 2005. "Japan — A Modern Retail Superpower," Palgrave Macmillan Books, Palgrave Macmillan, number 978-0-230-51140-8, December.
    33. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    34. Christensen, Laurits R & Greene, William H, 1976. "Economies of Scale in U.S. Electric Power Generation," Journal of Political Economy, University of Chicago Press, vol. 84(4), pages 655-676, August.
    35. 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.
    36. Panzar, John C & Willig, Robert D, 1981. "Economies of Scope," American Economic Review, American Economic Association, vol. 71(2), pages 268-272, May.
    37. 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.
    38. Assaf, A. George & Barros, Carlos & Sellers-Rubio, Ricardo, 2011. "Efficiency determinants in retail stores: a Bayesian framework," Omega, Elsevier, vol. 39(3), pages 283-292, June.
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