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Online retail formats and product sales performance: The moderating role of product characteristics

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  • Wang, Hao
  • Good, Valerie
  • Lim, Joon Ho

Abstract

Suppliers and e-retailers are business-to-business partners who are both competitors and collaborators. With the platformization of online retailers, suppliers can either sell their products to the e-retailer (i.e., reselling) or directly sell to customers on the platform (i.e., agency selling). Yet, few empirical studies provide insights into which online retail format (agency or reselling) is associated with better product sales performance. Additionally, which product characteristics leverage the effectiveness of the retail format? Drawing on the Grossman–Hart–Moore (GHM) framework, the authors suggest that agency selling is associated with lower product sales performance than reselling. They test their hypotheses using data from a leading online platform. Results from a mixed-effect linear model show the negative association between agency selling and product sales performance is weaker for higher-priced, search, and nondurable products, and for products with lower review volume.

Suggested Citation

  • Wang, Hao & Good, Valerie & Lim, Joon Ho, 2025. "Online retail formats and product sales performance: The moderating role of product characteristics," Journal of Business Research, Elsevier, vol. 198(C).
  • Handle: RePEc:eee:jbrese:v:198:y:2025:i:c:s0148296325003327
    DOI: 10.1016/j.jbusres.2025.115509
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    1. Hart, Oliver & Moore, John, 1990. "Property Rights and the Nature of the Firm," Journal of Political Economy, University of Chicago Press, vol. 98(6), pages 1119-1158, December.
    2. Reinartz, Werner & Wiegand, Nico & Imschloss, Monika, 2019. "The impact of digital transformation on the retailing value chain," International Journal of Research in Marketing, Elsevier, vol. 36(3), pages 350-366.
    3. Judith Chevalier & Austan Goolsbee, 2003. "Measuring Prices and Price Competition Online: Amazon.com and BarnesandNoble.com," Quantitative Marketing and Economics (QME), Springer, vol. 1(2), pages 203-222, June.
    4. Shankar, Venkatesh & Kalyanam, Kirthi & Setia, Pankaj & Golmohammadi, Alireza & Tirunillai, Seshadri & Douglass, Tom & Hennessey, John & Bull, J.S. & Waddoups, Rand, 2021. "How Technology is Changing Retail," Journal of Retailing, Elsevier, vol. 97(1), pages 13-27.
    5. Shih‐Fen S. Chen, 2010. "Transaction cost implication of private branding and empirical evidence," Strategic Management Journal, Wiley Blackwell, vol. 31(4), pages 371-389, April.
    6. Grewal, Dhruv & Roggeveen, Anne L. & Benoit, Sabine & Lucila Osorio Andrade, María & Wetzels, Ruud & Wetzels, Martin, 2025. "A new era of technology-infused retailing," Journal of Business Research, Elsevier, vol. 188(C).
    7. Vibhanshu Abhishek & Kinshuk Jerath & Z. John Zhang, 2016. "Agency Selling or Reselling? Channel Structures in Electronic Retailing," Management Science, INFORMS, vol. 62(8), pages 2259-2280, August.
    8. Bradlow, Eric T. & Gangwar, Manish & Kopalle, Praveen & Voleti, Sudhir, 2017. "The Role of Big Data and Predictive Analytics in Retailing," Journal of Retailing, Elsevier, vol. 93(1), pages 79-95.
    9. 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.
    10. Julian Hofmann & Michel Clement & Franziska Völckner & Thorsten Hennig-Thurau, 2007. "The price-perceived quality relationship: A meta-analytic review and assessment of its determinants," Post-Print hal-02990424, HAL.
    11. Qiang Wang & Nenggui Zhao & Xiang Ji, 2024. "Reselling or agency selling? The strategic role of live streaming commerce in distribution contract selection," Electronic Commerce Research, Springer, vol. 24(2), pages 983-1016, June.
    12. Franz Wirl, 2018. "Agency Model and Wholesale Pricing: Apple versus Amazon in the E-Book Market," International Journal of the Economics of Business, Taylor & Francis Journals, vol. 25(2), pages 243-264, May.
    13. Andrei Hagiu & Julian Wright, 2015. "Marketplace or Reseller?," Management Science, INFORMS, vol. 61(1), pages 184-203, January.
    14. Grossman, Sanford J & Hart, Oliver D, 1986. "The Costs and Benefits of Ownership: A Theory of Vertical and Lateral Integration," Journal of Political Economy, University of Chicago Press, vol. 94(4), pages 691-719, August.
    15. Aguirre, Elizabeth & Mahr, Dominik & Grewal, Dhruv & de Ruyter, Ko & Wetzels, Martin, 2015. "Unraveling the Personalization Paradox: The Effect of Information Collection and Trust-Building Strategies on Online Advertisement Effectiveness," Journal of Retailing, Elsevier, vol. 91(1), pages 34-49.
    16. Rangaswamy, Arvind & Moch, Nicole & Felten, Claudio & van Bruggen, Gerrit & Wieringa, Jaap E. & Wirtz, Jochen, 2020. "The Role of Marketing in Digital Business Platforms," Journal of Interactive Marketing, Elsevier, vol. 51(C), pages 72-90.
    17. Øystein Foros & Hans Jarle Kind & Greg Shaffer, 2017. "Apple's agency model and the role of most-favored-nation clauses," RAND Journal of Economics, RAND Corporation, vol. 48(3), pages 673-703, August.
    18. Marco Caliendo & Sabine Kopeinig, 2008. "Some Practical Guidance For The Implementation Of Propensity Score Matching," Journal of Economic Surveys, Wiley Blackwell, vol. 22(1), pages 31-72, February.
    19. Yinliang (Ricky) Tan & Janice E. Carrillo, 2017. "Strategic Analysis of the Agency Model for Digital Goods," Production and Operations Management, Production and Operations Management Society, vol. 26(4), pages 724-741, April.
    20. Franziska Völckner & Julian Hofmann, 2007. "The price-perceived quality relationship: A meta-analytic review and assessment of its determinants," Marketing Letters, Springer, vol. 18(3), pages 181-196, September.
    21. Monic Sun, 2012. "How Does the Variance of Product Ratings Matter?," Management Science, INFORMS, vol. 58(4), pages 696-707, April.
    22. 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.
    23. Banerjee, Somnath & Stock, Axel, 2018. "Retailer Dominance and Quality Variation: Observations and a Theoretical Explanation," Journal of Retailing, Elsevier, vol. 94(4), pages 408-418.
    24. Feng Zhu & Qihong Liu, 2018. "Competing with complementors: An empirical look at Amazon.com," Strategic Management Journal, Wiley Blackwell, vol. 39(10), pages 2618-2642, October.
    25. Anirudh Dhebar, 1994. "Durable-Goods Monopolists, Rational Consumers, and Improving Products," Marketing Science, INFORMS, vol. 13(1), pages 100-120.
    26. Wagner, Laura & Pinto, Catarina & Amorim, Pedro, 2021. "On the Value of Subscription Models for Online Grocery Retail," European Journal of Operational Research, Elsevier, vol. 294(3), pages 874-894.
    27. 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.
    28. Chris Forman & Anindya Ghose & Batia Wiesenfeld, 2008. "Examining the Relationship Between Reviews and Sales: The Role of Reviewer Identity Disclosure in Electronic Markets," Information Systems Research, INFORMS, vol. 19(3), pages 291-313, September.
    29. Anil Arya & Brian Mittendorf & David E. M. Sappington, 2007. "The Bright Side of Supplier Encroachment," Marketing Science, INFORMS, vol. 26(5), pages 651-659, 09-10.
    30. Maier, Erik & Wieringa, Jaap, 2021. "Acquiring customers through online marketplaces? The effect of marketplace sales on sales in a retailer's own channels," International Journal of Research in Marketing, Elsevier, vol. 38(2), pages 311-328.
    31. Sascha Alavi & Johannes Habel & Marco Schwenke & Christian Schmitz, 2020. "Price negotiating for services: elucidating the ambivalent effects on customers’ negotiation aspirations," Journal of the Academy of Marketing Science, Springer, vol. 48(2), pages 165-185, March.
    32. Kocas, Cenk & Pauwels, Koen & Bohlmann, Jonathan D., 2018. "Pricing Best Sellers and Traffic Generators: The Role of Asymmetric Cross-selling," Journal of Interactive Marketing, Elsevier, vol. 41(C), pages 28-43.
    33. Valerie Good & Douglas E. Hughes & Hao Wang, 2022. "More than money: establishing the importance of a sense of purpose for salespeople," Journal of the Academy of Marketing Science, Springer, vol. 50(2), pages 272-295, March.
    34. Wei-yu Kevin Chiang & Dilip Chhajed & James D. Hess, 2003. "Direct Marketing, Indirect Profits: A Strategic Analysis of Dual-Channel Supply-Chain Design," Management Science, INFORMS, vol. 49(1), pages 1-20, January.
    35. Varsha Verma & Dheeraj Sharma & Jagdish Sheth, 2016. "Does relationship marketing matter in online retailing? A meta-analytic approach," Journal of the Academy of Marketing Science, Springer, vol. 44(2), pages 206-217, March.
    36. James Heckman, 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.
    37. Gatignon, Aline & Gatignon, Hubert, 2010. "Erin Anderson and the Path Breaking Work of TCE in New Areas of Business Research: Transaction Costs in Action," Journal of Retailing, Elsevier, vol. 86(3), pages 232-247.
    38. J. Yannis Bakos, 1997. "Reducing Buyer Search Costs: Implications for Electronic Marketplaces," Management Science, INFORMS, vol. 43(12), pages 1676-1692, December.
    39. Feng Zhu & Marco Iansiti, 2012. "Entry into platform‐based markets," Strategic Management Journal, Wiley Blackwell, vol. 33(1), pages 88-106, January.
    40. Praveen K. Kopalle & Carl F. Mela & Lawrence Marsh, 1999. "The Dynamic Effect of Discounting on Sales: Empirical Analysis and Normative Pricing Implications," Marketing Science, INFORMS, vol. 18(3), pages 317-332.
    41. Khare, Adwait & Labrecque, Lauren I. & Asare, Anthony K., 2011. "The Assimilative and Contrastive Effects of Word-of-Mouth Volume: An Experimental Examination of Online Consumer Ratings," Journal of Retailing, Elsevier, vol. 87(1), pages 111-126.
    42. Wang, Hao & Good, Valerie & Lim, Joon Ho & Hsieh, Ming-Huei, 2024. "Sell on, sell to, or sell through: The sales performance implications of brand-platform selling arrangements," Journal of Retailing, Elsevier, vol. 100(4), pages 583-601.
    43. Schweiger, Elisa B. & Vannucci, Virginia & Mazzoli, Valentina & Grazzini, Laura & Roggeveen, Anne L. & Grewal, Dhruv & Donvito, Raffaele & Aiello, Gaetano, 2024. "A comprehensive examination of digital retailing: A text-mining review and research agenda," Journal of Retailing, Elsevier, vol. 100(4), pages 635-655.
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