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The Option Value of Returns: Theory and Empirical Evidence

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  1. Yang, Hui & Chen, Jing & Chen, Xu & Chen, Bintong, 2017. "The impact of customer returns in a supply chain with a common retailer," European Journal of Operational Research, Elsevier, vol. 256(1), pages 139-150.
  2. Roman Inderst & Marco Ottaviani, 2013. "Sales Talk, Cancellation Terms and the Role of Consumer Protection," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 80(3), pages 1002-1026.
  3. Suwelack, Thomas & Hogreve, Jens & Hoyer, Wayne D., 2011. "Understanding Money-Back Guarantees: Cognitive, Affective, and Behavioral Outcomes," Journal of Retailing, Elsevier, vol. 87(4), pages 462-478.
  4. Inderst, Roman & Tirosh, Gilad, 2011. "Refunds as a Metering Device," MPRA Paper 53846, University Library of Munich, Germany.
  5. 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.
  6. Heiman, Amir & Just, David R. & McWilliams, Bruce P. & Zilberman, David, 2015. "A prospect theory approach to assessing changes in parameters of insurance contracts with an application to money-back guarantees," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 54(C), pages 105-117.
  7. Bahn, Kenneth D. & Boyd, Eric, 2014. "Information and its impact on consumers׳ reactions to restrictive return policies," Journal of Retailing and Consumer Services, Elsevier, vol. 21(4), pages 415-423.
  8. Hu, Wei & Li, Yongjian & Govindan, Kannan, 2014. "The impact of consumer returns policies on consignment contracts with inventory control," European Journal of Operational Research, Elsevier, vol. 233(2), pages 398-407.
  9. Joon Yong Seo & Sukki Yoon & Milena Vangelova, 2016. "Shopping plans, buying motivations, and return policies: impacts on product returns and purchase likelihoods," Marketing Letters, Springer, vol. 27(4), pages 645-659, December.
  10. Michele Samorani & Aydın Alptekinoğlu & Paul R. Messinger, 2019. "Product Return Episodes in Retailing," Service Science, INFORMS, vol. 11(4), pages 263-278, December.
  11. Mostafa Rezaei & Ivor Cribben & Michele Samorani, 2021. "A clustering-based feature selection method for automatically generated relational attributes," Annals of Operations Research, Springer, vol. 303(1), pages 233-263, August.
  12. Necati Ertekin & Anupam Agrawal, 2021. "How Does a Return Period Policy Change Affect Multichannel Retailer Profitability?," Manufacturing & Service Operations Management, INFORMS, vol. 23(1), pages 210-229, 1-2.
  13. Li, Xiaoxiao & Gao, Jie & Bian, Yiwen, 2023. "Return freight insurance strategies for the online retailer and insurance company," International Journal of Production Economics, Elsevier, vol. 256(C).
  14. 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).
  15. Jeffrey D. Shulman & Anne T. Coughlan & R. Canan Savaskan, 2010. "Optimal Reverse Channel Structure for Consumer Product Returns," Marketing Science, INFORMS, vol. 29(6), pages 1071-1085, 11-12.
  16. Christian F. Hirche & Tammo H. A. Bijmolt & Maarten J. Gijsenberg, 2022. "When Offline Stores Reduce Online Returns," Sustainability, MDPI, vol. 14(13), pages 1-26, June.
  17. Minnema, Alec & Bijmolt, Tammo H.A. & Gensler, Sonja & Wiesel, Thorsten, 2016. "To Keep or Not to Keep: Effects of Online Customer Reviews on Product Returns," Journal of Retailing, Elsevier, vol. 92(3), pages 253-267.
  18. Sanxi Li & Jun Yu & Mingsheng Zhang, 2024. "Search Prominence with Costly Product Returns," Papers 2410.06791, arXiv.org.
  19. Wenyan Zhou & Oliver Hinz & Alexander Benlian, 2018. "The impact of the package opening process on product returns," Business Research, Springer;German Academic Association for Business Research, vol. 11(2), pages 279-308, September.
  20. José L. Vilar-Zanón & Eduardo Vilar & Antonio Heras, 2017. "Online product returns risk assessment and management," TOP: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 25(3), pages 445-466, October.
  21. Daria Dzyabura & Siham El Kihal & John R. Hauser & Marat Ibragimov, 2019. "Leveraging the Power of Images in Managing Product Return Rates," Working Papers w0259, New Economic School (NES).
  22. Hailong Cui & Sampath Rajagopalan & Amy R. Ward, 2021. "Impact of Task-Level Worker Specialization, Workload, and Product Personalization on Consumer Returns," Manufacturing & Service Operations Management, INFORMS, vol. 23(2), pages 346-366, March.
  23. Chen, Yongmin & Hua, Xinyu, 2010. "Ex ante Investment, Ex post Remedy, and Product Liability," MPRA Paper 22031, University Library of Munich, Germany.
  24. Amir Heiman & Joel Ferguson & David Zilberman, 2020. "Marketing and Technology Adoption and Diffusion," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 42(1), pages 21-30, March.
  25. Chen, Jing, 2011. "The impact of sharing customer returns information in a supply chain with and without a buyback policy," European Journal of Operational Research, Elsevier, vol. 213(3), pages 478-488, September.
  26. Cook, Jeffrey J. & Cruce, Jesse & O'Shaughnessy, Eric & Ardani, Kristen & Margolis, Robert, 2021. "Exploring the link between project delays and cancelation rates in the U.S. rooftop solar industry," Energy Policy, Elsevier, vol. 156(C).
  27. 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.
  28. Martínez-López, Francisco J. & Feng, Changyuan & Li, Yangchun & López-López, David, 2022. "Using instant refunds to improve online return experiences," Journal of Retailing and Consumer Services, Elsevier, vol. 68(C).
  29. Wu, Meng & Teunter, Ruud H. & Zhu, Stuart X., 2019. "Online marketing: When to offer a refund for advanced sales," International Journal of Research in Marketing, Elsevier, vol. 36(3), pages 471-491.
  30. Ratchford, Brian & Soysal, Gonca & Zentner, Alejandro & Gauri, Dinesh K., 2022. "Online and offline retailing: What we know and directions for future research," Journal of Retailing, Elsevier, vol. 98(1), pages 152-177.
  31. Ülkü, M. Ali & Gürler, Ülkü, 2018. "The impact of abusing return policies: A newsvendor model with opportunistic consumers," International Journal of Production Economics, Elsevier, vol. 203(C), pages 124-133.
  32. Danni Zhang & Regina Frei & Gary Wills & Enrico Gerding & Steffen Bayer & Prince Kwame Senyo, 2023. "Strategies and practices to reduce the ecological impact of product returns: An environmental sustainability framework for multichannel retail," Business Strategy and the Environment, Wiley Blackwell, vol. 32(7), pages 4636-4661, November.
  33. Ron Borzekowski & Raphael Thomadsen & Charles Taragin, 2009. "Competition and price discrimination in the market for mailing lists," Quantitative Marketing and Economics (QME), Springer, vol. 7(2), pages 147-179, June.
  34. Mou, Shandong & Robb, David J. & DeHoratius, Nicole, 2018. "Retail store operations: Literature review and research directions," European Journal of Operational Research, Elsevier, vol. 265(2), pages 399-422.
  35. Kim, Junyong & Wansink, Brian, 2012. "How Retailers’ Recommendation and Return Policies Alter Product Evaluations," Journal of Retailing, Elsevier, vol. 88(4), pages 528-541.
  36. Difrancesco, Rita Maria & Huchzermeier, Arnd & Schröder, David, 2018. "Optimizing the return window for online fashion retailers with closed-loop refurbishment," Omega, Elsevier, vol. 78(C), pages 205-221.
  37. Zhang, Tao & Li, Gang & Cheng, T.C.E. & Lai, Kin Keung, 2017. "Welfare economics of review information: Implications for the online selling platform owner," International Journal of Production Economics, Elsevier, vol. 184(C), pages 69-79.
  38. 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.
  39. Richards, Timothy J. & Paudel, Ujjwol, 2024. "Minimum Wages and Pass-Through," 2024 Annual Meeting, July 28-30, New Orleans, LA 343648, Agricultural and Applied Economics Association.
  40. Daria Dzyabura & Siham El Kihal & John R. Hauser & Marat Ibragimov, 2023. "Leveraging the Power of Images in Managing Product Return Rates," Marketing Science, INFORMS, vol. 42(6), pages 1125-1142, November.
  41. Nachiketa Sahoo & Chrysanthos Dellarocas & Shuba Srinivasan, 2018. "The Impact of Online Product Reviews on Product Returns," Information Systems Research, INFORMS, vol. 29(3), pages 723-738, September.
  42. El Kihal, Siham & Nurullayev, Namig & Schulze, Christian & Skiera, Bernd, 2021. "A Comparison of Return Rate Calculation Methods: Evidence from 16 Retailers," Journal of Retailing, Elsevier, vol. 97(4), pages 676-696.
  43. Sunil Chopra, 2016. "How omni-channel can be the future of retailing," DECISION: Official Journal of the Indian Institute of Management Calcutta, Springer;Indian Institute of Management Calcutta, vol. 43(2), pages 135-144, June.
  44. Laura Wagner & Victor Martínez-de-Albéniz, 2020. "Pricing and Assortment Strategies with Product Exchanges," Operations Research, INFORMS, vol. 68(2), pages 453-466, March.
  45. Hongfei Li & Jing Peng & Xinxin Li & Jan Stallaert, 2023. "When More Can Be Less: The Effect of Add-On Insurance on the Consumption of Professional Services," Information Systems Research, INFORMS, vol. 34(1), pages 363-382, March.
  46. 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.
  47. Jeffrey D. Shulman & Marcus Cunha & Julian K. Saint Clair, 2015. "Consumer Uncertainty and Purchase Decision Reversals: Theory and Evidence," Marketing Science, INFORMS, vol. 34(4), pages 590-605, July.
  48. Necati Ertekin & Jeffrey D. Shulman & Haipeng (Allan) Chen, 2019. "On the Profitability of Stacked Discounts: Identifying Revenue and Cost Effects of Discount Framing," Marketing Science, INFORMS, vol. 38(2), pages 317-342, March.
  49. Wenyan Zhou & Oliver Hinz, 2016. "Determining profit-optimizing return policies – a two-step approach on data from taobao.com," Electronic Markets, Springer;IIM University of St. Gallen, vol. 26(2), pages 103-114, May.
  50. Jain, Nikunj Kumar & Gajjar, Hasmukh & Shah, Bhavin J., 2021. "Electronic logistics service quality and repurchase intention in e-tailing: Catalytic role of shopping satisfaction, payment options, gender and returning experience," Journal of Retailing and Consumer Services, Elsevier, vol. 59(C).
  51. Gordon Burtch & Yili Hong & Senthil Kumar, 2021. "When Does Dispute Resolution Substitute for a Reputation System? Empirical Evidence from a Service Procurement Platform," Production and Operations Management, Production and Operations Management Society, vol. 30(6), pages 1565-1582, June.
  52. Zhang, Yufei & Voorhees, Clay M. & Lin, Chen & Chiang, Jeongwen & Hult, G.Tomas M. & Calantone, Roger J., 2022. "Information Search and Product Returns Across Mobile and Traditional Online Channels," Journal of Retailing, Elsevier, vol. 98(2), pages 260-276.
  53. Jing Zhu & Muhammad Awais Shakir Goraya & Yu Cai, 2018. "Retailer–Consumer Sustainable Business Environment: How Consumers’ Perceived Benefits Are Translated by the Addition of New Retail Channels," Sustainability, MDPI, vol. 10(9), pages 1-22, August.
  54. Gökçe Esenduran & Paolo Letizia & Anton Ovchinnikov, 2022. "Customization and Returns," Management Science, INFORMS, vol. 68(6), pages 4517-4526, June.
  55. Jae Young Lee & David R. Bell, 2013. "Neighborhood Social Capital and Social Learning for Experience Attributes of Products," Marketing Science, INFORMS, vol. 32(6), pages 960-976, November.
  56. Chen, Bintong & Chen, Jing, 2017. "Compete in Price or Service?—A Study of Personalized Pricing and Money Back Guarantees," Journal of Retailing, Elsevier, vol. 93(2), pages 154-171.
  57. Xu, Xun & Jackson, Jonathan E., 2019. "Investigating the influential factors of return channel loyalty in omni-channel retailing," International Journal of Production Economics, Elsevier, vol. 216(C), pages 118-132.
  58. Yewon Kim & Pradeep K. Chintagunta & Bhuvanesh Pareek, 2022. "Government Policy, Strategic Consumer Behavior, and Spillovers to Retailers: The Case of Demonetization in India," Marketing Science, INFORMS, vol. 41(6), pages 1118-1144, November.
  59. Sun, Miao & Chen, Jing & Tian, Ye & Yan, Yufei, 2021. "The impact of online reviews in the presence of customer returns," International Journal of Production Economics, Elsevier, vol. 232(C).
  60. Necati Ertekin & Michael E. Ketzenberg & Gregory R. Heim, 2020. "Assessing Impacts of Store and Salesperson Dimensions of Retail Service Quality on Consumer Returns," Production and Operations Management, Production and Operations Management Society, vol. 29(5), pages 1232-1255, May.
  61. Xuanming Su, 2009. "Consumer Returns Policies and Supply Chain Performance," Manufacturing & Service Operations Management, INFORMS, vol. 11(4), pages 595-612, March.
  62. Jinyang Zheng & Youwei Wang & Yong Tan, 2023. "Platform Refund Insurance or Being Cast Out: Quantifying the Signaling Effect of Refund Options in the Online Service Marketplace," Information Systems Research, INFORMS, vol. 34(3), pages 910-934, September.
  63. Gianfranco Walsh & Michael Möhring, 2017. "Effectiveness of product return-prevention instruments: Empirical evidence," Electronic Markets, Springer;IIM University of St. Gallen, vol. 27(4), pages 341-350, November.
  64. Dailey, Lynn C. & Ülkü, M. Ali, 2018. "Retailers beware: On denied product returns and consumer behavior," Journal of Business Research, Elsevier, vol. 86(C), pages 202-209.
  65. Prabuddha De & Yu (Jeffrey) Hu & Mohammad S. Rahman, 2013. "Product-Oriented Web Technologies and Product Returns: An Exploratory Study," Information Systems Research, INFORMS, vol. 24(4), pages 998-1010, December.
  66. Zhang, Qiao & Chen, Jing & Chen, Bintong, 2021. "Information strategy in a supply chain under asymmetric customer returns information," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 155(C).
  67. Necati Ertekin & Mehmet Gümüş & Mohammad E. Nikoofal, 2022. "Online-Exclusive or Hybrid? Channel Merchandising Strategies for Ship-to-Store Implementation," Management Science, INFORMS, vol. 68(8), pages 5828-5846, August.
  68. Santiago Gallino & Antonio Moreno, 2018. "The Value of Fit Information in Online Retail: Evidence from a Randomized Field Experiment," Manufacturing & Service Operations Management, INFORMS, vol. 20(4), pages 767-787, October.
  69. Jeng, Shih-Ping, 2017. "Increasing customer purchase intention through product return policies: The pivotal impacts of retailer brand familiarity and product categories," Journal of Retailing and Consumer Services, Elsevier, vol. 39(C), pages 182-189.
  70. Petrikaitė, Vaiva, 2018. "A search model of costly product returns," International Journal of Industrial Organization, Elsevier, vol. 58(C), pages 236-251.
  71. Yoonju Han & Sandeep R. Chandukala & Hai Che, 2017. "Exchange and refund of complementary products," Marketing Letters, Springer, vol. 28(1), pages 113-125, March.
  72. El Kihal, Siham & Shehu, Edlira, 2022. "It's not only what they buy, it's also what they keep: Linking marketing instruments to product returns," Journal of Retailing, Elsevier, vol. 98(3), pages 558-571.
  73. Anke Lepthien & Michel Clement, 2019. "Shipping fee schedules and return behavior," Marketing Letters, Springer, vol. 30(2), pages 151-165, June.
  74. Chen, Jing & Chen, Bintong & Li, Wei, 2018. "Who should be pricing leader in the presence of customer returns?," European Journal of Operational Research, Elsevier, vol. 265(2), pages 735-747.
  75. Schulz, Petra & Shehu, Edlira & Clement, Michel, 2019. "When consumers can return digital products: Influence of firm- and consumer-induced communication on the returns and profitability of news articles," International Journal of Research in Marketing, Elsevier, vol. 36(3), pages 454-470.
  76. 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).
  77. Javed, Muhammad Kashif & Wu, Min, 2020. "Effects of online retailer after delivery services on repurchase intention: An empirical analysis of customers’ past experience and future confidence with the retailer," Journal of Retailing and Consumer Services, Elsevier, vol. 54(C).
  78. Jing Chen & Peter Bell, 2013. "The impact of customer returns on supply chain decisions under various channel interactions," Annals of Operations Research, Springer, vol. 206(1), pages 59-74, July.
  79. Xu, Senyu & Tang, Huajun & Lin, Zhijun & Lu, Jing, 2022. "Pricing and sales-effort analysis of dual-channel supply chain with channel preference, cross-channel return and free riding behavior based on revenue-sharing contract," International Journal of Production Economics, Elsevier, vol. 249(C).
  80. Tridib Sharma & Levent Ülkü, 2015. "Money-Back Guarantees," Working Papers 1502, Centro de Investigacion Economica, ITAM.
  81. Anuj Kumar & Amit Mehra & Subodha Kumar, 2019. "Why Do Stores Drive Online Sales? Evidence of Underlying Mechanisms from a Multichannel Retailer," Service Science, INFORMS, vol. 30(1), pages 319-338, March.
  82. 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.
  83. Duong, Quang Huy & Zhou, Li & Meng, Meng & Nguyen, Truong Van & Ieromonachou, Petros & Nguyen, Duy Tiep, 2022. "Understanding product returns: A systematic literature review using machine learning and bibliometric analysis," International Journal of Production Economics, Elsevier, vol. 243(C).
  84. Inderst, Roman & Tirosh, Gilad, 2015. "Refunds and returns in a vertically differentiated industry," International Journal of Industrial Organization, Elsevier, vol. 38(C), pages 44-51.
  85. Rabinovich, Elliot & Chenarides, Lauren & Richards, Timothy J., 2024. "Inventory Competition and the Cost of a Stockout," 2024 Annual Meeting, July 28-30, New Orleans, LA 343649, Agricultural and Applied Economics Association.
  86. Jeffrey D. Shulman & Anne T. Coughlan & R. Canan Savaskan, 2009. "Optimal Restocking Fees and Information Provision in an Integrated Demand-Supply Model of Product Returns," Manufacturing & Service Operations Management, INFORMS, vol. 11(4), pages 577-594, December.
  87. Kateryna Lysenko-Ryba & Dominik Zimon, 2021. "Customer Behavioral Reactions to Negative Experiences during the Product Return," Sustainability, MDPI, vol. 13(2), pages 1-14, January.
  88. Liu, Hongju & Pancras, Joseph & Houtz, Malcolm, 2015. "Managing Customer Acquisition Risk Using Co-operative Databases," Journal of Interactive Marketing, Elsevier, vol. 29(C), pages 39-56.
  89. Cui, Hailong & Rajagopalan, Sampath & Ward, Amy R., 2020. "Predicting product return volume using machine learning methods," European Journal of Operational Research, Elsevier, vol. 281(3), pages 612-627.
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