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Article type: Research Article
Authors: Liu, Xuwanga | Liu, Yanyangb | Qi, Weia; * | Luo, Xinggangc
Affiliations: [a] Institute of Management Science and Engineering, Henan University, Kaifeng, China | [b] Business School, Henan University, Kaifeng, China | [c] School of Management, Hangzhou Dianzi University, Hangzhou, Zhejiang, China
Correspondence: [*] Corresponding author. Wei Qi, Institute of Management Science and Engineering, Henan University, Kaifeng, Henan Province, 475004 P.R. China. Tel.: 18337820990; E-mail: qiwei1119@163.com.
Abstract: With the rapid development of O2O, offline experience and online purchase have become a method of purchase for more and more customers. Through offline experience, consumers can feel the quality of products directly. Such channel switching behavior of consumers will produce a “showroom” effect and affect the return rate of online channels. This study adopts the multinomial logit model to maximize profits by considering the difference in quality between online and offline products, quality defects, and offline service. Then, a pricing decision model is developed to analyze the influence of returning goods due to quality problems on the retailers’ optimal pricing and profit. The result shows that retailers can obtain the optimal profit when the offline service is maintained at a certain level. As the return rate increases, the optimal pricing increases, but the maximum profit decreases. The optimal pricing decreases with the increase in online product quality, but the maximum profit increases accordingly. In the omni-channel environment, customers can freely switch between channels according to utility and preference when purchasing products. Based on customer returns, retailers can dynamically adjust their service, control product quality, and set optimal product pricing, thus achieving maximum profits. This study can provide a theoretical basis and decision support for omni-channel retailers in platform operation and revenue management.
Keywords: Channel switching behavior, return behavior, omni-channel marketing, multinomial logit model, product pricing
DOI: 10.3233/JIFS-230078
Journal: Journal of Intelligent & Fuzzy Systems, vol. 45, no. 1, pp. 659-673, 2023
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