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Dual pricing with purchase hassle

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  • Zhang, Xuelan
  • Lin, Jun
  • Li, Yifu

Abstract

Previous research indicates that hassle cost reduces consumers' utility and hurts sellers' profits. However, counterintuitively, some sellers, particularly those who sell online, purposefully increase the hassle cost of purchasing their products. Our work examines how sellers effectively apply dual pricing with purchase hassle to increase their profit and how it affects consumers' purchasing decisions and utility. Different from previous studies, we take into account both the heterogeneities of consumers' product valuations and hassle costs. We find that when consumers' hassle costs are independent of their product valuations, decrease or concavely increase in the product valuations, dual pricing with purchase hassle reduces sellers' profits. When consumers' hassle costs are convex increasing in their product valuations and the relative increasing rate is high, sellers can obtain additional profit through dual pricing. Moreover, under dual pricing, consumers' utility is non-monotonic in their product valuations. Finally, we extend our model to the case where the former full price is kept while switching to dual pricing, the case with network effects, the case where the cost to sellers of offering dual pricing is higher than single pricing, as well as the implications on consumer surplus. In these cases, our findings remain applicable.

Suggested Citation

  • Zhang, Xuelan & Lin, Jun & Li, Yifu, 2025. "Dual pricing with purchase hassle," International Journal of Production Economics, Elsevier, vol. 280(C).
  • Handle: RePEc:eee:proeco:v:280:y:2025:i:c:s0925527324003360
    DOI: 10.1016/j.ijpe.2024.109479
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    as
    1. Maxime C. Cohen & Adam N. Elmachtoub & Xiao Lei, 2022. "Price Discrimination with Fairness Constraints," Management Science, INFORMS, vol. 68(12), pages 8536-8552, December.
    2. Zhang, Chong & Yu, Man & Chen, Jian, 2022. "Signaling quality with return insurance: Theory and empirical evidence," Other publications TiSEM 184da313-a89e-4a81-9f23-c, Tilburg University, School of Economics and Management.
    3. Baohong Sun & Jinhong Xie & H. Henry Cao, 2004. "Product Strategy for Innovators in Markets with Network Effects," Marketing Science, INFORMS, vol. 23(2), pages 243-254, October.
    4. Ilya Morozov & Stephan Seiler & Xiaojing Dong & Liwen Hou, 2021. "Estimation of Preference Heterogeneity in Markets with Costly Search," Marketing Science, INFORMS, vol. 40(5), pages 871-899, September.
    5. Wlodzimierz Szwarc & Marc E. Posner & John J. Liu, 1988. "The Single Machine Problem with a Quadratic Cost Function of Completion Times," Management Science, INFORMS, vol. 34(12), pages 1480-1488, December.
    6. Greg Shaffer & Z. John Zhang, 1995. "Competitive Coupon Targeting," Marketing Science, INFORMS, vol. 14(4), pages 395-416.
    7. Hao Wang, 2004. "Do Returns Policies Intensify Retail Competition?," Marketing Science, INFORMS, vol. 23(4), pages 611-613, March.
    8. Fei Gao & Xuanming Su, 2017. "Online and Offline Information for Omnichannel Retailing," Manufacturing & Service Operations Management, INFORMS, vol. 19(1), pages 84-98, February.
    9. Ganesh Iyer, 1998. "Coordinating Channels Under Price and Nonprice Competition," Marketing Science, INFORMS, vol. 17(4), pages 338-355.
    10. Vidyanand Choudhary & Shivendu Shivendu, 2017. "Targeted Couponing in Online Auctions," Information Systems Research, INFORMS, vol. 28(3), pages 490-510, September.
    11. Xiaodong Yang & Gangshu (George) Cai & Charles A. Ingene & Jihong Zhang, 2020. "Manufacturer Strategy on Service Provision in Competitive Channels," Production and Operations Management, Production and Operations Management Society, vol. 29(1), pages 72-89, January.
    12. Gabel, Sebastian & Guhl, Daniel, 2022. "Comparing the effectiveness of rewards and individually targeted coupons in loyalty programs," Journal of Retailing, Elsevier, vol. 98(3), pages 395-411.
    13. Longxiu Tian & Fred M. Feinberg, 2020. "Optimizing Price Menus for Duration Discounts: A Subscription Selectivity Field Experiment," Marketing Science, INFORMS, vol. 39(6), pages 1181-1198, November.
    14. Su, Meng & Zheng, Xiaona & Sun, Luping, 2014. "Coupon Trading and its Impacts on Consumer Purchase and Firm Profits," Journal of Retailing, Elsevier, vol. 90(1), pages 40-61.
    15. Jiwoong Shin & Jungju Yu, 2021. "Targeted Advertising and Consumer Inference," Marketing Science, INFORMS, vol. 40(5), pages 900-922, September.
    16. Chakravarthi Narasimhan, 1984. "A Price Discrimination Theory of Coupons," Marketing Science, INFORMS, vol. 3(2), pages 128-147.
    17. Banks, Jeffrey & Moorthy, Sridhar, 1999. "A model of price promotions with consumer search," International Journal of Industrial Organization, Elsevier, vol. 17(3), pages 371-398, April.
    18. Xiao Liu, 2023. "Dynamic Coupon Targeting Using Batch Deep Reinforcement Learning: An Application to Livestream Shopping," Marketing Science, INFORMS, vol. 42(4), pages 637-658, July.
    19. Gerstner, Eitan & Hess, James D, 1991. "A Theory of Channel Price Promotions," American Economic Review, American Economic Association, vol. 81(4), pages 872-886, September.
    20. Leela Nageswaran & Soo-Haeng Cho & Alan Scheller-Wolf, 2020. "Consumer Return Policies in Omnichannel Operations," Management Science, INFORMS, vol. 66(12), pages 5558-5575, December.
    21. Aditya Malik & Ivan Contreras & Navneet Vidyarthi, 2022. "Two-Level Capacitated Discrete Location with Concave Costs," Transportation Science, INFORMS, vol. 56(6), pages 1703-1722, November.
    22. Avi Herbon, 2017. "Non-cooperative game of a duopoly under asymmetric information on consumer location," International Journal of Production Research, Taylor & Francis Journals, vol. 55(18), pages 5185-5201, September.
    23. Eric T. Anderson & James D. Dana, Jr., 2009. "When Is Price Discrimination Profitable?," Management Science, INFORMS, vol. 55(6), pages 980-989, June.
    24. Nie, Tengfei & Song, Bo & Zhang, Jianghua, 2024. "Sales pricing models based on returns: Bundling vs. add-on," Omega, Elsevier, vol. 125(C).
    25. Kong, Ruixiao & Luo, Li & Chen, Liuxin & Keblis, Matthew F., 2020. "The effects of BOPS implementation under different pricing strategies in omnichannel retailing," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 141(C).
    26. Wan, Qin & Yang, Shilei & Shi, Victor & Qiu, Martin, 2021. "Optimal strategies of mobile targeting promotion under competition," International Journal of Production Economics, Elsevier, vol. 237(C).
    27. Negin Golrezaei & Hamid Nazerzadeh & Ramandeep Randhawa, 2020. "Dynamic Pricing for Heterogeneous Time-Sensitive Customers," Manufacturing & Service Operations Management, INFORMS, vol. 22(3), pages 562-581, May.
    28. Niu, Baozhuang & Li, Qiyang & Mu, Zihao & Chen, Lei & Ji, Ping, 2021. "Platform logistics or self-logistics? Restaurants’ cooperation with online food-delivery platform considering profitability and sustainability," International Journal of Production Economics, Elsevier, vol. 234(C).
    29. Guillermo Marshall, 2015. "Hassle Costs and Price Discrimination: An Empirical Welfare Analysis," American Economic Journal: Applied Economics, American Economic Association, vol. 7(3), pages 123-146, July.
    30. Jianfu Wang & Ming Hu, 2020. "Efficient Inaccuracy: User-Generated Information Sharing in a Queue," Management Science, INFORMS, vol. 66(10), pages 4648-4666, October.
    31. Qiang Lu & Sridhar Moorthy, 2007. "Coupons Versus Rebates," Marketing Science, INFORMS, vol. 26(1), pages 67-82, 01-02.
    32. Ramnath K. Chellappa & Rajiv Mukherjee, 2021. "Platform Preannouncement Strategies: The Strategic Role of Information in Two-Sided Markets Competition," Management Science, INFORMS, vol. 67(3), pages 1527-1545, March.
    33. Avishai Mandelbaum & Alexander L. Stolyar, 2004. "Scheduling Flexible Servers with Convex Delay Costs: Heavy-Traffic Optimality of the Generalized cμ-Rule," Operations Research, INFORMS, vol. 52(6), pages 836-855, December.
    34. Bruce McWilliams, 2012. "Money-Back Guarantees: Helping the Low-Quality Retailer," Management Science, INFORMS, vol. 58(8), pages 1521-1524, August.
    35. 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.
    36. Geoffrey G. Parker & Marshall W. Van Alstyne, 2005. "Two-Sided Network Effects: A Theory of Information Product Design," Management Science, INFORMS, vol. 51(10), pages 1494-1504, October.
    37. Huang, Lingchen & Liu, Bin & Zhang, Rong, 2024. "Channel strategies for competing retailers: Whether and when to introduce live stream?," European Journal of Operational Research, Elsevier, vol. 312(2), pages 413-426.
    38. Mandal, Prasenjit & Basu, Preetam & Saha, Kushal, 2021. "Forays into omnichannel: An online retailer’s strategies for managing product returns," European Journal of Operational Research, Elsevier, vol. 292(2), pages 633-651.
    39. Li, Yiming & Li, Gang & Tayi, Giri Kumar & Cheng, T.C.E., 2019. "Omni-channel retailing: Do offline retailers benefit from online reviews?," International Journal of Production Economics, Elsevier, vol. 218(C), pages 43-61.
    40. Aradhna Krishna & Z. John Zhang, 1999. "Short- or Long-Duration Coupons: The Effect of the Expiration Date on the Profitability of Coupon Promotions," Management Science, INFORMS, vol. 45(8), pages 1041-1056, August.
    41. Ruxian Wang & Ozge Sahin, 2018. "The Impact of Consumer Search Cost on Assortment Planning and Pricing," Management Science, INFORMS, vol. 64(8), pages 3649-3666, August.
    42. Zhang, Zelin & Ma, Minghui & Popkowski Leszczyc, Peter T.L. & Zhuang, Hejun, 2020. "The influence of coupon duration on consumers’ redemption behavior and brand profitability," European Journal of Operational Research, Elsevier, vol. 281(1), pages 114-128.
    43. Anthony Dukes & Yi Zhu, 2019. "Why Customer Service Frustrates Consumers: Using a Tiered Organizational Structure to Exploit Hassle Costs," Marketing Science, INFORMS, vol. 38(3), pages 500-515, May.
    44. repec:bla:econom:v:55:y:1988:i:220:p:479-91 is not listed on IDEAS
    45. Hui Li & Qiaowei Shen & Yakov Bart, 2021. "Dynamic Resource Allocation on Multi-Category Two-Sided Platforms," Management Science, INFORMS, vol. 67(2), pages 984-1003, February.
    46. 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.
    47. Cui, Xueqing & Li, Yongjian & Li, Xiang & Fang, Shulin, 2023. "Livestream e-commerce in a platform supply chain: A product-fit uncertainty reduction perspective," International Journal of Production Economics, Elsevier, vol. 258(C).
    48. Eitan Gerstner & James D. Hess, 1995. "Pull Promotions and Channel Coordination," Marketing Science, INFORMS, vol. 14(1), pages 43-60.
    49. Yusen Xia & Tiaojun Xiao & G. Peter Zhang, 2019. "Service Investment and Channel Structure Decisions in Competing Supply Chains," Service Science, INFORMS, vol. 11(1), pages 57-74, March.
    50. Ming Hu & Jingchen Liu & Xin Zhai, 2021. "Intertemporal Segmentation via Flexible-Duration Group Buying," Manufacturing & Service Operations Management, INFORMS, vol. 23(5), pages 1157-1174, September.
    51. Scott A. Neslin & Robert W. Shoemaker, 1983. "A Model for Evaluating the Profitability of Coupon Promotions," Marketing Science, INFORMS, vol. 2(4), pages 361-388.
    52. Xin, Wen & Lin, Jun & Zhou, Xiaoyang & Yin, Shan, 2024. "Envelopment strategies and contract design of two-sided platforms," International Journal of Production Economics, Elsevier, vol. 269(C).
    53. Yang, Lu & Li, Xiangyong & Zhong, Ning, 2022. "Omnichannel retail operations with mixed fulfillment strategies," International Journal of Production Economics, Elsevier, vol. 254(C).
    54. 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).
    55. Yuxin Chen & Chakravarthi Narasimhan & Z. John Zhang, 2001. "Individual Marketing with Imperfect Targetability," Marketing Science, INFORMS, vol. 20(1), pages 23-41, November.
    56. Chong Zhang & Man Yu & Jian Chen, 2022. "Signaling Quality with Return Insurance: Theory and Empirical Evidence," Management Science, INFORMS, vol. 68(8), pages 5847-5867, August.
    57. Tao Lu & Ying‐Ju Chen & Brian Tomlin & Yimin Wang, 2019. "Selling Co‐Products through a Distributor: The Impact on Product Line Design," Production and Operations Management, Production and Operations Management Society, vol. 28(4), pages 1010-1032, April.
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