IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v17y2020i9p3292-d355621.html
   My bibliography  Save this article

Coordination of a Dual-Channel Pharmaceutical Supply Chain Based on the Susceptible-Infected-Susceptible Epidemic Model

Author

Listed:
  • Yanhong Hou

    (School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing 211198, China)

  • Fan Wang

    (Human Resources Department, Guizhou University, Guiyang 550025, China)

  • Zhitong Chen

    (School of Physical Education and Health, Shanghai Lixin University of Accounting and Finance, Shanghai 201209, China)

  • Victor Shi

    (Lazaridis School of Business and Economics, Wilfrid Laurier University, Waterloo, ON N2L 3C5, Canada)

Abstract

With the continuous development of Internet, online pharmaceutical channels in many countries have seen rapid expansion. As a result, pharmaceutical supply chain participants can adopt dual channels, namely, both online channels and offline channels. As online channels compete with traditional offline channels, it is of great relevance to study the potential conflicts and coordination between them, which is the focus of this paper. Specifically, this article develops a susceptible-infected-susceptible epidemic model of the dual channels for a pharmaceutical supply chain. Our main findings are that in a competitive situation, there is a positive stable equilibrium. Furthermore, increasing the rate of influence of offline transmission, online transmission, and cross transmission will improve sales. Moreover, improving the transmission influence rate will turn more potential customers into purchasers, increase channel sales, and achieve dual channel coordination. We then conduct numerical analysis to illustrate and complement the findings from the model. Finally, we provide managerial insights for implementing successful dual-channel pharmaceutical supply chains.

Suggested Citation

  • Yanhong Hou & Fan Wang & Zhitong Chen & Victor Shi, 2020. "Coordination of a Dual-Channel Pharmaceutical Supply Chain Based on the Susceptible-Infected-Susceptible Epidemic Model," IJERPH, MDPI, vol. 17(9), pages 1-16, May.
  • Handle: RePEc:gam:jijerp:v:17:y:2020:i:9:p:3292-:d:355621
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/17/9/3292/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1660-4601/17/9/3292/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Yi Liao & Ali Diabat & Chaher Alzaman & Yiqiang Zhang, 2020. "Modeling and heuristics for production time crashing in supply chain network design," Annals of Operations Research, Springer, vol. 288(1), pages 331-361, May.
    2. Erik Brynjolfsson & Michael D. Smith, 2000. "Frictionless Commerce? A Comparison of Internet and Conventional Retailers," Management Science, INFORMS, vol. 46(4), pages 563-585, April.
    3. Allen, Franklin & Carletti, Elena, 2006. "Credit risk transfer and contagion," Journal of Monetary Economics, Elsevier, vol. 53(1), pages 89-111, January.
    4. Kurata, Hisashi & Yao, Dong-Qing & Liu, John J., 2007. "Pricing policies under direct vs. indirect channel competition and national vs. store brand competition," European Journal of Operational Research, Elsevier, vol. 180(1), pages 262-281, July.
    5. Qiuxiang Li & Mengnan Shi & Yimin Huang, 2019. "A Dynamic Price Game Model in a Low-Carbon, Closed-Loop Supply Chain Considering Return Rates and Fairness Concern Behaviors," IJERPH, MDPI, vol. 16(11), pages 1-21, June.
    6. Zhou, Rui & Liao, Yi & Shen, Wenjing & Yang, Shilei, 2020. "Channel selection and fulfillment service contracts in the presence of asymmetric service information," International Journal of Production Economics, Elsevier, vol. 222(C).
    7. Cai, Gangshu (George) & Zhang, Zhe George & Zhang, Michael, 2009. "Game theoretical perspectives on dual-channel supply chain competition with price discounts and pricing schemes," International Journal of Production Economics, Elsevier, vol. 117(1), pages 80-96, January.
    8. 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.
    9. Geng, Qin & Mallik, Suman, 2007. "Inventory competition and allocation in a multi-channel distribution system," European Journal of Operational Research, Elsevier, vol. 182(2), pages 704-729, October.
    10. Qifan Hu & Qianyun Xu & Bing Xu, 2019. "Introducing of Online Channel and Management Strategy for Green Agri-food Supply Chain based on Pick-Your-Own Operations," IJERPH, MDPI, vol. 16(11), pages 1-25, June.
    11. Kathleen M. Iacocca & Stephen Mahar, 2019. "Cooperative partnerships and pricing in the pharmaceutical supply chain," International Journal of Production Research, Taylor & Francis Journals, vol. 57(6), pages 1724-1740, March.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Zhen-Zheng Zhang & Zong-Jun Wang & Li-Wen Liu, 2015. "Retail Services and Pricing Decisions in a Closed-Loop Supply Chain with Remanufacturing," Sustainability, MDPI, vol. 7(3), pages 1-24, February.
    2. Chen, Jingxian & Liang, Liang & Yao, Dong-Qing & Sun, Shengnan, 2017. "Price and quality decisions in dual-channel supply chains," European Journal of Operational Research, Elsevier, vol. 259(3), pages 935-948.
    3. Xu, Guangye & Dan, Bin & Zhang, Xumei & Liu, Can, 2014. "Coordinating a dual-channel supply chain with risk-averse under a two-way revenue sharing contract," International Journal of Production Economics, Elsevier, vol. 147(PA), pages 171-179.
    4. Matsui, Kenji, 2020. "Optimal bargaining timing of a wholesale price for a manufacturer with a retailer in a dual-channel supply chain," European Journal of Operational Research, Elsevier, vol. 287(1), pages 225-236.
    5. Lin, Xiaogang & Zhou, Yong-Wu & Hou, Rui, 2021. "Impact of a “Buy-online-and-pickup-in-store” Channel on Price and Quality Decisions in a Supply Chain," European Journal of Operational Research, Elsevier, vol. 294(3), pages 922-935.
    6. Guo Li & Hong Zheng & Mengqi Liu, 2020. "Reselling or drop shipping: Strategic analysis of E-commerce dual-channel structures," Electronic Commerce Research, Springer, vol. 20(3), pages 475-508, September.
    7. Chen, Yun Chu & Fang, Shu-Cherng & Wen, Ue-Pyng, 2013. "Pricing policies for substitutable products in a supply chain with Internet and traditional channels," European Journal of Operational Research, Elsevier, vol. 224(3), pages 542-551.
    8. T. M. Rofin & Biswajit Mahanty, 2018. "Optimal dual-channel supply chain configuration for product categories with different customer preference of online channel," Electronic Commerce Research, Springer, vol. 18(3), pages 507-536, September.
    9. Shuihua Han & Yufang Fu & Bin Cao & Zongwei Luo, 2018. "Pricing and bargaining strategy of e-retail under hybrid operational patterns," Annals of Operations Research, Springer, vol. 270(1), pages 179-200, November.
    10. C. Mondal & B. C. Giri & T. Maiti, 2020. "Pricing and greening strategies for a dual-channel closed-loop green supply chain," Flexible Services and Manufacturing Journal, Springer, vol. 32(3), pages 724-761, September.
    11. Zhang, Xuefeng & Li, Guo & Liu, Mengqi & Sethi, Suresh P., 2021. "Online platform service investment: A bane or a boon for supplier encroachment," International Journal of Production Economics, Elsevier, vol. 235(C).
    12. Rufeng Wang & Siqi Wang & Shuli Yan, 2021. "Pricing and Coordination Strategies of Dual Channels Considering Consumers’ Channel Preferences," Sustainability, MDPI, vol. 13(20), pages 1-15, October.
    13. Matsui, Kenji, 2022. "Should a retailer bargain over a wholesale price with a manufacturer using a dual-channel supply chain?," European Journal of Operational Research, Elsevier, vol. 300(3), pages 1050-1066.
    14. Zhang, Linghong & Wang, Jingguo, 2017. "Coordination of the traditional and the online channels for a short-life-cycle product," European Journal of Operational Research, Elsevier, vol. 258(2), pages 639-651.
    15. Huang, Song & Yang, Chao & Liu, Hui, 2013. "Pricing and production decisions in a dual-channel supply chain when production costs are disrupted," Economic Modelling, Elsevier, vol. 30(C), pages 521-538.
    16. Guoxuan Huang & Qing Ding & Ciwei Dong & Zhicong Pan, 2021. "Joint optimization of pricing and inventory control for dual-channel problem under stochastic demand," Annals of Operations Research, Springer, vol. 298(1), pages 307-337, March.
    17. Chen, Jing & Zhang, Hui & Sun, Ying, 2012. "Implementing coordination contracts in a manufacturer Stackelberg dual-channel supply chain," Omega, Elsevier, vol. 40(5), pages 571-583.
    18. Chen, Bintong & Chen, Jing, 2017. "When to introduce an online channel, and offer money back guarantees and personalized pricing?," European Journal of Operational Research, Elsevier, vol. 257(2), pages 614-624.
    19. Qiongqiong Gu & Xiaodong Yang & Bin Liu, 2020. "Pricing Decisions on Online Channel Entry for Complementary Products in a Dominant Retailer Supply Chain," Sustainability, MDPI, vol. 12(12), pages 1-24, June.
    20. Chen, Pingping & Zhao, Ruiqing & Yan, Yingchen & Li, Xiang, 2020. "Promotional pricing and online business model choice in the presence of retail competition," Omega, Elsevier, vol. 94(C).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jijerp:v:17:y:2020:i:9:p:3292-:d:355621. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.