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Leveraging Distribution to Maximize Firm Performance in Emerging Markets

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  • Kumar, V.
  • Sunder, Sarang
  • Sharma, Amalesh

Abstract

Despite the rise of emerging markets as lucrative destinations for business expansion, marketing literature in this area is largely anecdotal and conceptual. Further, owing to the largely unorganized retail structure in emerging markets, managers tend to make sub-optimal marketing-mix decisions by taking an aggregate view of their distribution network. In this study, we develop an econometric model to help firms develop a multichannel distribution strategy in emerging markets while accounting for (a) own-marketing mix, (b) competitive actions, (c) brand-level heterogeneity, and (d) dependencies that may arise between product offerings. The proposed model is tested on longitudinal data from a large Indian CPG manufacturer. The results indicate that firms must consider store format-specific distribution elasticities (as opposed to aggregate effects), especially in an emerging market, where the role of distribution is critical in brand success. Further, depending on the offering, price (own- and cross-) and advertising elasticities could vary even though the brand is essentially the same. Also, we find that there are significant dependencies between product forms that need to be considered when designing the marketing mix. Finally, we provide re-allocation recommendations to help managers choose the level of store format distribution in order to maximize profits. The proposed distribution re-allocation strategy resulted in an average of 7.7% increase in profits across three product forms for the focal firm.

Suggested Citation

  • Kumar, V. & Sunder, Sarang & Sharma, Amalesh, 2015. "Leveraging Distribution to Maximize Firm Performance in Emerging Markets," Journal of Retailing, Elsevier, vol. 91(4), pages 627-643.
  • Handle: RePEc:eee:jouret:v:91:y:2015:i:4:p:627-643
    DOI: 10.1016/j.jretai.2014.08.005
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    as
    1. Reinartz, Werner & Dellaert, Benedict & Krafft, Manfred & Kumar, V. & Varadarajan, Rajan, 2011. "Retailing Innovations in a Globalizing Retail Market Environment," Journal of Retailing, Elsevier, vol. 87(S1), pages 53-66.
    2. Leeflang, Peter S.H. & Parreño Selva, Josefa & Van Dijk, Albert & Wittink, Dick R., 2008. "Decomposing the sales promotion bump accounting for cross-category effects," International Journal of Research in Marketing, Elsevier, vol. 25(3), pages 201-214.
    3. Ailawadi, Kusum L. & Beauchamp, J.P. & Donthu, Naveen & Gauri, Dinesh K. & Shankar, Venkatesh, 2009. "Communication and Promotion Decisions in Retailing: A Review and Directions for Future Research," Journal of Retailing, Elsevier, vol. 85(1), pages 42-55.
    4. Gauri, Dinesh Kumar & Trivedi, Minakshi & Grewal, Dhruv, 2008. "Understanding the Determinants of Retail Strategy: An Empirical Analysis," Journal of Retailing, Elsevier, vol. 84(3), pages 256-267.
    5. Venkatesh Shankar & Ruth N. Bolton, 2004. "An Empirical Analysis of Determinants of Retailer Pricing Strategy," Marketing Science, INFORMS, vol. 23(1), pages 28-49, May.
    6. 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.
    7. Peter E. Rossi, 2014. "Invited Paper —Even the Rich Can Make Themselves Poor: A Critical Examination of IV Methods in Marketing Applications," Marketing Science, INFORMS, vol. 33(5), pages 655-672, September.
    8. Mathew Joseph & Nirupama Soundararajan & Manisha Gupta & Sanghamitra Sahu, 2008. "Impact of Organized Retailing on the Unorganized Sector," Macroeconomics Working Papers 22167, East Asian Bureau of Economic Research.
    9. Peter Ebbes & Michel Wedel & Ulf Böckenholt & Ton Steerneman, 2005. "Solving and Testing for Regressor-Error (in)Dependence When no Instrumental Variables are Available: With New Evidence for the Effect of Education on Income," Quantitative Marketing and Economics (QME), Springer, vol. 3(4), pages 365-392, December.
    10. Mathew Joseph, 2008. "Impact of Organized Retailing on the Unorganized Sector," Working Papers id:1672, eSocialSciences.
    11. 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.
    12. V. Kumar & Jia Fan & Rohit Gulati & P. Venkat, 2009. "—Marketing-Mix Recommendations to Manage Value Growth at P&G Asia-Pacific," Marketing Science, INFORMS, vol. 28(4), pages 645-655, 07-08.
    13. Kopalle, Praveen & Biswas, Dipayan & Chintagunta, Pradeep K. & Fan, Jia & Pauwels, Koen & Ratchford, Brian T. & Sills, James A., 2009. "Retailer Pricing and Competitive Effects," Journal of Retailing, Elsevier, vol. 85(1), pages 56-70.
    14. David J. Reibstein & Paul W. Farris, 1995. "Market Share and Distribution: A Generalization, a Speculation, and Some Implications," Marketing Science, INFORMS, vol. 14(3_supplem), pages 190-202.
    15. Reynolds, Kristy E. & Ganesh, Jaishankar & Luckett, Michael, 2002. "Traditional malls vs. factory outlets: comparing shopper typologies and implications for retail strategy," Journal of Business Research, Elsevier, vol. 55(9), pages 687-696, September.
    16. Vijay Mahajan & Eitan Muller, 1986. "Advertising Pulsing Policies for Generating Awareness for New Products," Marketing Science, INFORMS, vol. 5(2), pages 89-106.
    17. Mathew Joseph & Nirupama Soundararajan & Manisha Gupta & Sanghamitra Sahu, "undated". "Impact of Organized Retailing on the Unorganized Sector," Indian Council for Research on International Economic Relations, New Delhi Working Papers 222, Indian Council for Research on International Economic Relations, New Delhi, India.
    18. 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.
    19. Vijay Mahajan & Eitan Muller, 1986. "Reply—Reflections on Advertising Pulsing Policies for Generating Awareness for New Products," Marketing Science, INFORMS, vol. 5(2), pages 110-111.
    20. 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.
    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. Wilbur, Kenneth C. & Farris, Paul W., 2014. "Distribution and Market Share," Journal of Retailing, Elsevier, vol. 90(2), pages 154-167.
    23. 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.
    24. Herwartz, Helmut, 2006. "Testing for random effects in panel data under cross sectional error correlation--A bootstrap approach to the Breusch Pagan test," Computational Statistics & Data Analysis, Elsevier, vol. 50(12), pages 3567-3591, August.
    25. Suresh Divakar & Brian T. Ratchford & Venkatesh Shankar, 2005. "Practice Prize Article—: A Multichannel, Multiregion Sales Forecasting Model and Decision Support System for Consumer Packaged Goods," Marketing Science, INFORMS, vol. 24(3), pages 334-350, July.
    26. Armstrong, J. Scott & Collopy, Fred, 1992. "Error measures for generalizing about forecasting methods: Empirical comparisons," International Journal of Forecasting, Elsevier, vol. 8(1), pages 69-80, June.
    27. Marc Vanhuele & Shuba Srinivasan & Koen Pauwels, 2010. "Mindset Metrics in Market Response Models: An Integrative Approach," Post-Print hal-00528411, HAL.
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