Differential pricing in social networks with strategic consumers

Rui Zheng, Biying Shou*, Yingju Chen

*Corresponding author for this work

Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

12 Citations (Scopus)

Abstract

This study analyzes a monopolistic seller's optimal differential pricing problem with strategic consumers connected in social networks. The consumers who purchase in the later period can get positive externalities from their friends who purchased in the early period but have to bear a utility discount for the delayed consumption. We first characterize consumers' strategic purchase decisions under general network structures. We then derive the optimal differential pricing strategies and demonstrate that different network structures lead to substantially different strategies. We find that when the intensity of the network externality effect is lower than a threshold and the influence matrix is symmetric, it is always optimal for the seller to conduct an increasing-pricing strategy. However, when the network externality effect is strong, a decreasing-pricing strategy may also be optimal. We further examine how the imbalance of influence, degree heterogeneity, and network topology impact the optimal pricing policy and profit. We find that when the intensity of network externality is relatively low, it is more profitable to sell products through many interconnected low-influencer networks; however, when the network externality intensity is high, it is better to sell through a few high-influencer networks. Finally, we show that the profit loss caused by uniform pricing strategies or by ignoring consumer network structures can be significant under certain conditions, thereby revealing the substantial value of differential pricing in social networks. © 2023 Production and Operations Management Society.
Original languageEnglish
Pages (from-to)2638-2655
Number of pages18
JournalProduction and Operations Management
Volume32
Issue number8
Online published1 Apr 2023
DOIs
Publication statusPublished - Aug 2023

Funding

The authors are grateful to Prof. Dan Zhang and the review team for their valuable feedback. Rui Zheng acknowledges the support by the National Natural Science Foundation of China (72101193), Social Science Foundation of the Chinese Education Commission (21YJC630173), and fund from Wuhan University of Technology (40120596). The research of Biying Shou was supported by the HK RGC General Research Fund (CityU 11527316), HKSAR InnoHK initiative, and Laboratory for AI-Powered Financial Technologies. The research of Yingju Chen was supported by the HK RGC General Research Fund (HKUST 16500821 and 16212821).

Research Keywords

  • differential pricing
  • game theory
  • network externality
  • social network
  • strategic consumers

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