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Optimizing pricing in an online marketplace: The role of buy-now, pay-later option and return policies

Author

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  • Najafi-Ghobadi, Somayeh
  • Rezaei Kalantary, Mina

Abstract

This paper examines the integration of Buy Now, Pay Later (BNPL) services with return policies (refund and exchange) in a supply chain comprising an online marketplace and a retailer. Using a Stackelberg game framework—where the marketplace acts as the leader and the retailer as the follower—we analyze two models: refund/exchange return policies; each of which is formulated with and without BNPL. The models incorporate platform fees and the percentage charged by the marketplace for BNPL as well as prices for the online retailer. Findings reveal that marketplaces should set higher platform fees on the retailer offering refund return policy to offset profit losses from cancellations, as penalties under cancellations are lower than standard fees. Moreover, the exchange return policy aligns better with BNPL, enabling the retailer to set higher prices while minimizing cancellations. Refunds, however, are more viable without BNPL due to inherent cancellation risks. Equilibrium solutions demonstrate that the marketplace's BNPL percentage parameter positively impacts their related prices and the rate of return positively influences Ex-RP driven prices. The analysis underscores that no return policy dominates universally; optimal strategies depend on parameters like cancellation penalty, product supplement during Out-Of-Stock situations fees, and return policies. Moreover, the number of installments acts separately from the BNPL percentage. For the online marketplace, as the owner of the platform, the former leads Ex-RP to become superior while the latter, in most cases, results in the opposite way. This study provides actionable insights for platforms and retailers to balance BNPL offerings with return policy structures.

Suggested Citation

  • Najafi-Ghobadi, Somayeh & Rezaei Kalantary, Mina, 2026. "Optimizing pricing in an online marketplace: The role of buy-now, pay-later option and return policies," Journal of Retailing and Consumer Services, Elsevier, vol. 88(C).
  • Handle: RePEc:eee:joreco:v:88:y:2026:i:c:s0969698925002723
    DOI: 10.1016/j.jretconser.2025.104493
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    References listed on IDEAS

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    1. Guttman-Kenney, Benedict & Firth, Chris & Gathergood, John, 2023. "Buy now, pay later (BNPL) ...on your credit card," Journal of Behavioral and Experimental Finance, Elsevier, vol. 37(C).
    2. Ata Allah Taleizadeh & Alireza Mahmoudzade Varzi & Alireza Amjadian & Mahsa Noori-daryan & Ioannis Konstantaras, 2023. "How cash-back strategy affect sale rate under refund and customers’ credit," Operational Research, Springer, vol. 23(1), pages 1-69, March.
    3. Ren, Minglun & Liu, Jiqiong & Feng, Shuai & Yang, Aifeng, 2021. "Pricing and return strategy of online retailers based on return insurance," Journal of Retailing and Consumer Services, Elsevier, vol. 59(C).
    4. Nie, Tengfei & Song, Bo & Zhang, Jianghua, 2024. "Sales pricing models based on returns: Bundling vs. add-on," Omega, Elsevier, vol. 125(C).
    5. Behera, Rajat Kumar & Gunasekaran, Angappa & Gupta, Shivam & Kamboj, Shampy & Bala, Pradip Kumar, 2020. "Personalized digital marketing recommender engine," Journal of Retailing and Consumer Services, Elsevier, vol. 53(C).
    6. Oghazi, Pejvak & Karlsson, Stefan & Hellström, Daniel & Hjort, Klas, 2018. "Online purchase return policy leniency and purchase decision: Mediating role of consumer trust," Journal of Retailing and Consumer Services, Elsevier, vol. 41(C), pages 190-200.
    7. Zhang, Juzhi & Xu, Qingyun & He, Yi, 2018. "Omnichannel retail operations with consumer returns and order cancellation," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 118(C), pages 308-324.
    8. Janakiraman, Narayan & Syrdal, Holly A. & Freling, Ryan, 2016. "The Effect of Return Policy Leniency on Consumer Purchase and Return Decisions: A Meta-analytic Review," Journal of Retailing, Elsevier, vol. 92(2), pages 226-235.
    9. Ashby, Rhys & Sharifi, Shahin & Yao, Jun & Ang, Lawrence, 2025. "The influence of the buy-now-pay-later payment mode on consumer spending decisions," Journal of Retailing, Elsevier, vol. 101(1), pages 103-119.
    10. Das, Lipsa & Kunja, Sambashiva Rao, 2024. "Why do consumers return products? A qualitative exploration of online product return behaviour of young consumers," Journal of Retailing and Consumer Services, Elsevier, vol. 78(C).
    11. K. K. Aggarwal & Shuja Ahmed, 2024. "Optimizing ordering, pricing and return strategies in an advanced sales inventory system with product screening," International Journal of System Assurance Engineering and Management, Springer;The Society for Reliability, Engineering Quality and Operations Management (SREQOM),India, and Division of Operation and Maintenance, Lulea University of Technology, Sweden, vol. 15(12), pages 5548-5573, December.
    12. Sun, Ke & Liu, Yunan & Li, Xiang, 2024. "Mail back or in-store dropoff? Optimal design of product-exchange policies in omnichannel retailing systems," Omega, Elsevier, vol. 125(C).
    13. Jin, Delong & Caliskan-Demirag, Ozgun & Chen, Frank (Youhua) & Huang, Min, 2020. "Omnichannel retailers’ return policy strategies in the presence of competition," International Journal of Production Economics, Elsevier, vol. 225(C).
    14. Xing Hu & Zhixi Wan & Nagesh N. Murthy, 2019. "Dynamic Pricing of Limited Inventories with Product Returns," Manufacturing & Service Operations Management, INFORMS, vol. 21(3), pages 501-518, July.
    15. Duong, Quang Huy & Zhou, Li & Meng, Meng & Dang, Le Thuy An & Nguyen, Tiep Duy, 2025. "Striking the right balance: Customising return policy leniency for managing customer online return proclivity and satisfaction," Journal of Retailing and Consumer Services, Elsevier, vol. 85(C).
    16. Khouja, Moutaz & Hammami, Ramzi, 2023. "Optimizing price, order quantity, and return policy in the presence of consumer opportunistic behavior for online retailers," European Journal of Operational Research, Elsevier, vol. 309(2), pages 683-703.
    17. Yilmaz, Zafer, 2022. "Ranking online shopping websites by considering the criteria weights," Journal of Business Research, Elsevier, vol. 144(C), pages 497-512.
    18. Lin, Jiaxin & Zhang, Juliang & Cheng, T.C.E., 2020. "Optimal pricing and return policy and the value of freight insurance for a retailer facing heterogeneous consumers with uncertain product values," International Journal of Production Economics, Elsevier, vol. 229(C).
    19. Zhang, Ting & Tian, Yuan & Cheng, T.C.E., 2025. "Online retailing with key opinion leaders and product returns," International Journal of Production Economics, Elsevier, vol. 279(C).
    20. Fan, Huirong & Khouja, Moutaz & Zhou, Jing, 2022. "Design of win-win return policies for online retailers," European Journal of Operational Research, Elsevier, vol. 301(2), pages 675-693.
    21. Khouja, Moutaz & Ajjan, Haya & Liu, Xin, 2019. "The effect of return and price adjustment policies on a retailer’s performance," European Journal of Operational Research, Elsevier, vol. 276(2), pages 466-482.
    22. Xiong, Hui & Liu, Jie, 2023. "Return insurance in a competitive market: Benefiting the high-quality or low-quality retailer?," International Journal of Production Economics, Elsevier, vol. 255(C).
    23. Huseyn Abdulla & James D. Abbey & Michael Ketzenberg, 2022. "How consumers value retailer's return policy leniency levers: An empirical investigation," Production and Operations Management, Production and Operations Management Society, vol. 31(4), pages 1719-1733, April.
    24. Fan, Zhi-Ping & Chen, Zhongwei, 2020. "When should the e-tailer offer complimentary return-freight insurance ?," International Journal of Production Economics, Elsevier, vol. 230(C).
    25. Preyas S. Desai & Pranav Jindal, 2024. "Correction to: Better with buy now, pay later?: a competitive analysis," Quantitative Marketing and Economics (QME), Springer, vol. 22(4), pages 487-488, December.
    26. Qiu, Ruozhen & Ma, Lin & Sun, Minghe, 2023. "A robust omnichannel pricing and ordering optimization approach with return policies based on data-driven support vector clustering," European Journal of Operational Research, Elsevier, vol. 305(3), pages 1337-1354.
    27. Yang, Lu & Li, Xiangyong & Xia, Ye & Aneja, Y.P., 2023. "Returns operations in omnichannel retailing with buy-online-and-return-to-store," Omega, Elsevier, vol. 119(C).
    28. Yang, Guangyong & Ji, Guojun, 2022. "The impact of cross-selling on managing consumer returns in omnichannel operations," Omega, Elsevier, vol. 111(C).
    29. Li, Guo & Li, Lin & Sethi, Suresh P. & Guan, Xu, 2019. "Return strategy and pricing in a dual-channel supply chain," International Journal of Production Economics, Elsevier, vol. 215(C), pages 153-164.
    30. Bijmolt, Tammo H.A. & Broekhuis, Manda & de Leeuw, Sander & Hirche, Christian & Rooderkerk, Robert P. & Sousa, Rui & Zhu, Stuart X., 2021. "Challenges at the marketing–operations interface in omni-channel retail environments," Journal of Business Research, Elsevier, vol. 122(C), pages 864-874.
    31. Alaei, Amir Mohammad & Taleizadeh, Ata Allah & Rabbani, Masoud, 2022. "Marketplace, reseller, or web-store channel: The impact of return policy and cross-channel spillover from marketplace to web-store," Journal of Retailing and Consumer Services, Elsevier, vol. 65(C).
    32. Rezaei Kalantary, Mina & Hejazi, Seyed Reza & Khosroshahi, Hossein, 2023. "Pricing for different return policies in an online marketplace considering appeasement during a post-return out-of-stock," International Journal of Production Economics, Elsevier, vol. 266(C).
    33. Kumar, Ashish & Salo, Jari & Bezawada, Ram, 2024. "The effects of buy now, pay later (BNPL) on customers’ online purchase behavior," Journal of Retailing, Elsevier, vol. 100(4), pages 602-617.
    34. Preyas S. Desai & Pranav Jindal, 2024. "Better with buy now, pay later?: A competitive analysis," Quantitative Marketing and Economics (QME), Springer, vol. 22(1), pages 23-61, March.
    35. Rokonuzzaman, Md & Iyer, Pramod & Harun, Ahasan, 2021. "Return policy, No joke: An investigation into the impact of a retailer's return policy on consumers' decision making," Journal of Retailing and Consumer Services, Elsevier, vol. 59(C).
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