IDEAS home Printed from https://ideas.repec.org/a/spr/annopr/v291y2020i1d10.1007_s10479-019-03200-7.html
   My bibliography  Save this article

A robust optimization model for coordinating pharmaceutical reverse supply chains under return strategies

Author

Listed:
  • Ata Allah Taleizadeh

    (University of Tehran)

  • Elham Haji-Sami

    (Islamic Azad University)

  • Mahsa Noori-daryan

    (University of Tehran)

Abstract

Leftovers of medications, which have not been disposed adequately in the pharmaceutical industry, cause damage to the environment and may become hazardous to people’s health as well. On the contrary, returning unexpired medications pharmaceutical producer can make a chance to sell unexpired items at reduced prices or distribute them to developed countries. Here, the customer’s role and customer’s suggested price are considered that can be as an incentive to customers in order to corporate on collecting returned items in order to promote remaining returns and make better sustainability for a Reverse Supply Chain (RSC) in pharmaceutical industry. Furthermore, this paper investigated the effect of uncertainty using Robust Optimization according to the method proposed by Mulvey et al. (Oper Res 43(2):264–281, 1995) on leftover items and having a suitable accord method among the third Party Logistics firms, who are liable for collecting leftover medicines from customers, in order to maximize RSC member’s profit and having a chance to negotiate on replacement order. The numerical example demonstrated that proposed method has shown to be converged based on uncertainty in incentive of customers and could increase the amount of uncollected items. Moreover, having an adequate coordination through the RSC could give a guarantee for a full returning of medication.

Suggested Citation

  • Ata Allah Taleizadeh & Elham Haji-Sami & Mahsa Noori-daryan, 2020. "A robust optimization model for coordinating pharmaceutical reverse supply chains under return strategies," Annals of Operations Research, Springer, vol. 291(1), pages 875-896, August.
  • Handle: RePEc:spr:annopr:v:291:y:2020:i:1:d:10.1007_s10479-019-03200-7
    DOI: 10.1007/s10479-019-03200-7
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10479-019-03200-7
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s10479-019-03200-7?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Taleizadeh, Ata Allah & Pentico, David W., 2014. "An Economic Order Quantity model with partial backordering and all-units discount," International Journal of Production Economics, Elsevier, vol. 155(C), pages 172-184.
    2. Xie, Yue & Tai, Allen H. & Ching, Wai-Ki & Siu, Tak-Kuen, 2016. "Pricing strategy for a two-echelon supply chain with optimized return effort level," International Journal of Production Economics, Elsevier, vol. 182(C), pages 185-195.
    3. Hu, Benyong & Feng, Yi, 2017. "Optimization and coordination of supply chain with revenue sharing contracts and service requirement under supply and demand uncertainty," International Journal of Production Economics, Elsevier, vol. 183(PA), pages 185-193.
    4. Madjid Tavana & Kaveh Khalili-Damghani & Rahman Rahmatian, 2015. "A hybrid fuzzy MCDM method for measuring the performance of publicly held pharmaceutical companies," Annals of Operations Research, Springer, vol. 226(1), pages 589-621, March.
    5. Roya Tat & Ata Allah Taleizadeh & Maryam Esmaeili, 2015. "Developing economic order quantity model for non-instantaneous deteriorating items in vendor-managed inventory (VMI) system," International Journal of Systems Science, Taylor & Francis Journals, vol. 46(7), pages 1257-1268, May.
    6. Abdelkader Sbihi & Richard Eglese, 2010. "Combinatorial optimization and Green Logistics," Annals of Operations Research, Springer, vol. 175(1), pages 159-175, March.
    7. Editors, 2014. "International Journal of Systems Science," International Journal of Systems Science, Taylor & Francis Journals, vol. 45(12), pages 1-1, December.
    8. Taleizadeh, Ata Allah & Noori-daryan, Mahsa & Cárdenas-Barrón, Leopoldo Eduardo, 2015. "Joint optimization of price, replenishment frequency, replenishment cycle and production rate in vendor managed inventory system with deteriorating items," International Journal of Production Economics, Elsevier, vol. 159(C), pages 285-295.
    9. Ata Allah Taleizadeh & Mahsa Noori-daryan & Kannan Govindan, 2016. "Pricing and ordering decisions of two competing supply chains with different composite policies: a Stackelberg game-theoretic approach," International Journal of Production Research, Taylor & Francis Journals, vol. 54(9), pages 2807-2836, May.
    10. Rezapour, Shabnam & Allen, Janet K. & Mistree, Farrokh, 2016. "Reliable flow in forward and after-sales supply chains considering propagated uncertainty," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 93(C), pages 409-436.
    11. Abbas Ahmadi & Mohammad Mousazadeh & S. Ali Torabi & Mir Saman Pishvaee, 2018. "OR Applications in Pharmaceutical Supply Chain Management," International Series in Operations Research & Management Science, in: Cengiz Kahraman & Y. Ilker Topcu (ed.), Operations Research Applications in Health Care Management, chapter 0, pages 461-491, Springer.
    12. Ata Allah Taleizadeh & Mahsa Noori-daryan & Reza Tavakkoli-Moghaddam, 2015. "Pricing and ordering decisions in a supply chain with imperfect quality items and inspection under buyback of defective items," International Journal of Production Research, Taylor & Francis Journals, vol. 53(15), pages 4553-4582, August.
    13. Li, Xiang & Li, Yongjian & Cai, Xiaoqiang, 2013. "Double marginalization and coordination in the supply chain with uncertain supply," European Journal of Operational Research, Elsevier, vol. 226(2), pages 228-236.
    14. Feng, Lipan & Govindan, Kannan & Li, Chunfa, 2017. "Strategic planning: Design and coordination for dual-recycling channel reverse supply chain considering consumer behavior," European Journal of Operational Research, Elsevier, vol. 260(2), pages 601-612.
    15. De Giovanni, Pietro & Reddy, Puduru V. & Zaccour, Georges, 2016. "Incentive strategies for an optimal recovery program in a closed-loop supply chain," European Journal of Operational Research, Elsevier, vol. 249(2), pages 605-617.
    16. Hu, Shu & Dai, Ying & Ma, Zu-Jun & Ye, Yu-Sen, 2016. "Designing contracts for a reverse supply chain with strategic recycling behavior of consumers," International Journal of Production Economics, Elsevier, vol. 180(C), pages 16-24.
    17. John M. Mulvey & Robert J. Vanderbei & Stavros A. Zenios, 1995. "Robust Optimization of Large-Scale Systems," Operations Research, INFORMS, vol. 43(2), pages 264-281, April.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Seyyed-Mahdi Hosseini-Motlagh & Mona Jazinaninejad & Nazanin Nami, 2022. "Coordinating a socially concerned reverse supply chain for pharmaceutical waste management considering government role," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(2), pages 1852-1877, February.
    2. Jun Lv & Xuan Liu & Sivhuang Lay, 2021. "The Impact of Consequences Awareness of Public Environment on Medicine Return Behavior: A Moderated Chain Mediation Model," IJERPH, MDPI, vol. 18(18), pages 1-19, September.
    3. Navid Zarbakhshnia & Devika Kannan & Reza Kiani Mavi & Hamed Soleimani, 2020. "A novel sustainable multi-objective optimization model for forward and reverse logistics system under demand uncertainty," Annals of Operations Research, Springer, vol. 295(2), pages 843-880, December.
    4. Fatemeh Shekoohi Tolgari & Naeme Zarrinpoor, 2024. "A robust reverse pharmaceutical supply chain design considering perishability and sustainable development objectives," Annals of Operations Research, Springer, vol. 340(2), pages 981-1033, September.

    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. Noori-Daryan, Mahsa & Taleizadeh, Ata Allah & Jolai, Fariborz, 2019. "Analyzing pricing, promised delivery lead time, supplier-selection, and ordering decisions of a multi-national supply chain under uncertain environment," International Journal of Production Economics, Elsevier, vol. 209(C), pages 236-248.
    2. Ata Allah Taleizadeh & Bita Hazarkhani & Ilkyeong Moon, 2020. "Joint pricing and inventory decisions with carbon emission considerations, partial backordering and planned discounts," Annals of Operations Research, Springer, vol. 290(1), pages 95-113, July.
    3. Asl-Najafi, Javad & Yaghoubi, Saeed & Zand, Fatemeh, 2021. "Dual-channel supply chain coordination considering targeted capacity allocation under uncertainty," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 187(C), pages 566-585.
    4. Zheng, Qi & Zhou, Li & Fan, Tijun & Ieromonachou, Petros, 2019. "Joint procurement and pricing of fresh produce for multiple retailers with a quantity discount contract," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 130(C), pages 16-36.
    5. Taleizadeh, Ata Allah & Sadeghi, Razieh, 2019. "Pricing strategies in the competitive reverse supply chains with traditional and e-channels: A game theoretic approach," International Journal of Production Economics, Elsevier, vol. 215(C), pages 48-60.
    6. Ata Allah Taleizadeh & Mahsa Noori-daryan & Kannan Govindan, 2016. "Pricing and ordering decisions of two competing supply chains with different composite policies: a Stackelberg game-theoretic approach," International Journal of Production Research, Taylor & Francis Journals, vol. 54(9), pages 2807-2836, May.
    7. Deqing Ma & Pengcheng Ma & Jinsong Hu, 2024. "The Impact of Blockchain Technology Adoption on an E-Commerce Closed-Loop Supply Chain Considering Consumer Trust," Sustainability, MDPI, vol. 16(4), pages 1-41, February.
    8. Michael Krapp & Johannes B. Kraus, 2019. "Coordination contracts for reverse supply chains: a state-of-the-art review," Journal of Business Economics, Springer, vol. 89(7), pages 747-792, September.
    9. De Rosa, Vincenzo & Gebhard, Marina & Hartmann, Evi & Wollenweber, Jens, 2013. "Robust sustainable bi-directional logistics network design under uncertainty," International Journal of Production Economics, Elsevier, vol. 145(1), pages 184-198.
    10. Pietro De Giovanni & Georges Zaccour, 2022. "A selective survey of game-theoretic models of closed-loop supply chains," Annals of Operations Research, Springer, vol. 314(1), pages 77-116, July.
    11. Qifan Hu & Bing Xu, 2019. "Differential Game Analysis of Optimal Strategies and Cooperation in Omni-Channel Organic Agricultural Supply Chain," Sustainability, MDPI, vol. 11(3), pages 1-34, February.
    12. Janssen, Larissa & Claus, Thorsten & Sauer, Jürgen, 2016. "Literature review of deteriorating inventory models by key topics from 2012 to 2015," International Journal of Production Economics, Elsevier, vol. 182(C), pages 86-112.
    13. Md. Al-Amin Khan & Ali Akbar Shaikh & Gobinda Chandra Panda & Asoke Kumar Bhunia & Ioannis Konstantaras, 2020. "Non-instantaneous deterioration effect in ordering decisions for a two-warehouse inventory system under advance payment and backlogging," Annals of Operations Research, Springer, vol. 289(2), pages 243-275, June.
    14. Ata Allah Taleizadeh & Ebrahim Salehi Darabi & Park Thaichon, 2024. "Optimizing online selling through an online-to-offline platform: strategic ramifications for local n stores," Journal of Revenue and Pricing Management, Palgrave Macmillan, vol. 23(6), pages 554-574, December.
    15. Ata Allah Taleizadeh & Kannan Govindan & Nasim Ebrahimi, 2020. "The effect of promotional cost sharing on the decisions of two-level supply chain with uncertain demand," Annals of Operations Research, Springer, vol. 290(1), pages 747-781, July.
    16. Bhaskar Bhaula & Jayanta Kumar Dash & M. Rajendra Kumar, 2019. "An optimal inventory model for perishable items under successive price discounts with permissible delay in payments," OPSEARCH, Springer;Operational Research Society of India, vol. 56(1), pages 261-281, March.
    17. Peng Xing & Xiangru Zhao & Mingxing Wang, 2022. "The Optimal Combination between Recycling Channel and Logistics Service Outsourcing in a Closed-Loop Supply Chain Considering Consumers’ Environmental Awareness," Sustainability, MDPI, vol. 14(24), pages 1-25, December.
    18. Xiaodong Lv & Angfei Li & Shuhong Wang & Tao Zhang, 2023. "Building a demand-oriented optimal model for the recycling of used electronic products," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(7), pages 5949-5971, July.
    19. Taleizadeh, Ata Allah & Shokr, Iman & Konstantaras, Ioannis & VafaeiNejad, Mahyar, 2020. "Stock replenishment policies for a vendor-managed inventory in a retailing system," Journal of Retailing and Consumer Services, Elsevier, vol. 55(C).
    20. Yanting Huang & Zongjun Wang, 2017. "Dual-Recycling Channel Decision in a Closed-Loop Supply Chain with Cost Disruptions," Sustainability, MDPI, vol. 9(11), pages 1-28, November.

    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:spr:annopr:v:291:y:2020:i:1:d:10.1007_s10479-019-03200-7. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.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.