IDEAS home Printed from https://ideas.repec.org/a/eee/transe/v182y2024ics1366554523003812.html
   My bibliography  Save this article

Optimal product and after-sales service decisions considering risk attitudes under price-dependent uncertain demand

Author

Listed:
  • Wang, Qingwei
  • Zheng, Meimei
  • Lee, Ka-Man
  • Shi, Xiaoqian
  • Shen, Yichi
  • Pan, Ershun

Abstract

In this paper, we investigate a service-oriented manufacturer that provides fashionable products with after-sales services to customers. Before the selling season, the manufacturer invests in service capacity in advance and then decides on the production quantity and selling price based on updated demand information. Interestingly, it is found that the manufacturer’s production and pricing decisions will not be affected by the unit production cost when the market base exceeds a threshold. We investigate and compare the manufacturer’s decisions in two cases: imperfect and perfect demand information updates. The selling price in the imperfect demand updates case is always set lower than that in the perfect demand updates case when the service capacity is sufficient but may not be under insufficient service capacity. The possibility that the prepared service capacity limits the production quantity may decrease with the unit production cost in the imperfect demand updates case. In contrast, this possibility is invariant with the unit production cost in the case of perfect demand updates. The effects of risk aversion are also investigated. It is found that under the conditional value-at-risk (CVaR) criterion, the manufacturer with a higher risk-averse degree establishes a lower service capacity and sets a lower selling price.

Suggested Citation

  • Wang, Qingwei & Zheng, Meimei & Lee, Ka-Man & Shi, Xiaoqian & Shen, Yichi & Pan, Ershun, 2024. "Optimal product and after-sales service decisions considering risk attitudes under price-dependent uncertain demand," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 182(C).
  • Handle: RePEc:eee:transe:v:182:y:2024:i:c:s1366554523003812
    DOI: 10.1016/j.tre.2023.103393
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1366554523003812
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.tre.2023.103393?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. Yunlong Yu & Tiaojun Xiao & Zhangwei Feng, 2020. "Price and cold-chain service decisions versus integration in a fresh agri-product supply chain with competing retailers," Annals of Operations Research, Springer, vol. 287(1), pages 465-493, April.
    2. Serel, Doğan A., 2012. "Multi-item quick response system with budget constraint," International Journal of Production Economics, Elsevier, vol. 137(2), pages 235-249.
    3. Rahimi-Ghahroodi, S. & Al Hanbali, A. & Vliegen, I.M.H. & Cohen, M.A., 2019. "Joint optimization of spare parts inventory and service engineers staffing with full backlogging," International Journal of Production Economics, Elsevier, vol. 212(C), pages 39-50.
    4. Borgonovo, E. & Peccati, L., 2009. "Financial management in inventory problems: Risk averse vs risk neutral policies," International Journal of Production Economics, Elsevier, vol. 118(1), pages 233-242, March.
    5. Gruson, Matthieu & Cordeau, Jean-François & Jans, Raf, 2018. "The impact of service level constraints in deterministic lot sizing with backlogging," Omega, Elsevier, vol. 79(C), pages 91-103.
    6. Wang, Yulan & Wallace, Stein W. & Shen, Bin & Choi, Tsan-Ming, 2015. "Service supply chain management: A review of operational models," European Journal of Operational Research, Elsevier, vol. 247(3), pages 685-698.
    7. Yang, Yang & Liu, Jie & Hu, Taizhong, 2023. "Capital allocation and pricing decisions under trade credit with time-sensitive stochastic demand," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 173(C).
    8. Chiu, Chun-Hung & Choi, Tsan-Ming & Hao, Gang & Li, Xun, 2015. "Innovative menu of contracts for coordinating a supply chain with multiple mean-variance retailers," European Journal of Operational Research, Elsevier, vol. 246(3), pages 815-826.
    9. Fan, Ming & Kumar, Subodha & Whinston, Andrew B., 2009. "Short-term and long-term competition between providers of shrink-wrap software and software as a service," European Journal of Operational Research, Elsevier, vol. 196(2), pages 661-671, July.
    10. Zhang, Qiao & Zaccour, Georges & Zhang, Jianxiong & Tang, Wansheng, 2020. "Strategic pricing under quality signaling and imitation behaviors in supply chains," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 142(C).
    11. Tamer Boyaci & Saibal Ray, 2003. "Product Differentiation and Capacity Cost Interaction in Time and Price Sensitive Markets," Manufacturing & Service Operations Management, INFORMS, vol. 5(1), pages 18-36, May.
    12. Zhang, Shuguang & Dan, Bin & Zhou, Maosen, 2019. "After-sale service deployment and information sharing in a supply chain under demand uncertainty," European Journal of Operational Research, Elsevier, vol. 279(2), pages 351-363.
    13. Giri, B.C. & Bardhan, Sudarshan, 2017. "Sub-supply chain coordination in a three-layer chain under demand uncertainty and random yield in production," International Journal of Production Economics, Elsevier, vol. 191(C), pages 66-73.
    14. Gilboa,Itzhak, 2009. "Theory of Decision under Uncertainty," Cambridge Books, Cambridge University Press, number 9780521517324, November.
    15. Van Belle, Jente & Guns, Tias & Verbeke, Wouter, 2021. "Using shared sell-through data to forecast wholesaler demand in multi-echelon supply chains," European Journal of Operational Research, Elsevier, vol. 288(2), pages 466-479.
    16. Chen, Haoya & Chen, Youhua (Frank) & Chiu, Chun-Hung & Choi, Tsan-Ming & Sethi, Suresh, 2010. "Coordination mechanism for the supply chain with leadtime consideration and price-dependent demand," European Journal of Operational Research, Elsevier, vol. 203(1), pages 70-80, May.
    17. Nicholas C. Petruzzi & Maqbool Dada, 1999. "Pricing and the Newsvendor Problem: A Review with Extensions," Operations Research, INFORMS, vol. 47(2), pages 183-194, April.
    18. E. Borgonovo & C. L. Smith, 2011. "A Study of Interactions in the Risk Assessment of Complex Engineering Systems: An Application to Space PSA," Operations Research, INFORMS, vol. 59(6), pages 1461-1476, December.
    19. Juzhi Zhang & Suresh P. Sethi & Tsan‐Ming Choi & T.C.E. Cheng, 2022. "Pareto optimality and contract dependence in supply chain coordination with risk‐averse agents," Production and Operations Management, Production and Operations Management Society, vol. 31(6), pages 2557-2570, June.
    20. Cheaitou, Ali & van Delft, Christian & Jemai, Zied & Dallery, Yves, 2014. "Optimal policy structure characterization for a two-period dual-sourcing inventory control model with forecast updating," International Journal of Production Economics, Elsevier, vol. 157(C), pages 238-249.
    21. Wang, Jian & He, Shulin, 2022. "Optimal decisions of modularity, prices and return policy in a dual-channel supply chain under mass customization," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 160(C).
    22. Li, Mengmeng & Mizuno, Shinji, 2022. "Dynamic pricing and inventory management of a dual-channel supply chain under different power structures," European Journal of Operational Research, Elsevier, vol. 303(1), pages 273-285.
    23. Wu, Meng & Zhu, Stuart X. & Teunter, Ruud H., 2013. "The risk-averse newsvendor problem with random capacity," European Journal of Operational Research, Elsevier, vol. 231(2), pages 328-336.
    24. Sun, Yiqi & Wu, Zhengping & Zhu, Wanshan, 2022. "When do firms benefit from joint price and lead-time competition?," European Journal of Operational Research, Elsevier, vol. 302(2), pages 497-517.
    25. Li, Sijie & Jia, Dongfeng & Zheng, Bin, 2022. "The manufacturer’s trade-in partner choice and pricing in the presence of collection platforms," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 168(C).
    26. George R. Murray, Jr. & Edward A. Silver, 1966. "A Bayesian Analysis of the Style Goods Inventory Problem," Management Science, INFORMS, vol. 12(11), pages 785-797, July.
    27. Karen L. Donohue, 2000. "Efficient Supply Contracts for Fashion Goods with Forecast Updating and Two Production Modes," Management Science, INFORMS, vol. 46(11), pages 1397-1411, November.
    28. Ayşe Kocabıyıkoğlu & Ioana Popescu, 2011. "An Elasticity Approach to the Newsvendor with Price-Sensitive Demand," Operations Research, INFORMS, vol. 59(2), pages 301-312, April.
    29. Luo, Zheng & Chen, Xu & Wang, Xiaojun, 2016. "The role of co-opetition in low carbon manufacturing," European Journal of Operational Research, Elsevier, vol. 253(2), pages 392-403.
    30. Kangzhou Wang & Shouchang Chen & Zhibin Jiang & Weihua Zhou & Na Geng, 2021. "Capacity Allocation of an Integrated Production and Service System," Production and Operations Management, Production and Operations Management Society, vol. 30(8), pages 2765-2781, August.
    31. Anna Nagurney & Pritha Dutta, 2019. "Supply chain network competition among blood service organizations: a Generalized Nash Equilibrium framework," Annals of Operations Research, Springer, vol. 275(2), pages 551-586, April.
    32. Cao, Erbao & Wan, Can & Lai, Mingyong, 2013. "Coordination of a supply chain with one manufacturer and multiple competing retailers under simultaneous demand and cost disruptions," International Journal of Production Economics, Elsevier, vol. 141(1), pages 425-433.
    33. Fan, Zhi-Ping & Cao, Yue & Huang, Chun-Yong & Li, Yongli, 2020. "Pricing strategies of domestic and imported electric vehicle manufacturers and the design of government subsidy and tariff policies," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 143(C).
    34. William S. Lovejoy, 1990. "Myopic Policies for Some Inventory Models with Uncertain Demand Distributions," Management Science, INFORMS, vol. 36(6), pages 724-738, June.
    35. Hu, Benyong & Qu, Jiali & Meng, Chao, 2018. "Supply chain coordination under option contracts with joint pricing under price-dependent demand," International Journal of Production Economics, Elsevier, vol. 205(C), pages 74-86.
    36. Zhang, Zhe & Song, Huaming & Gu, Xiaoyu & Shi, Victor & Zhu, Jing, 2021. "How to compete with a supply chain partner: Retailer's store brand vs. manufacturer's encroachment," Omega, Elsevier, vol. 103(C).
    37. M.A. Darwish & M. Alkhedher & Abdulrahman Alenezi, 2019. "Reducing the effects of demand uncertainty in single-newsvendor multi-retailer supply chains," International Journal of Production Research, Taylor & Francis Journals, vol. 57(4), pages 1082-1102, February.
    38. Choi, Tsan-Ming & Chiu, Chun-Hung, 2012. "Mean-downside-risk and mean-variance newsvendor models: Implications for sustainable fashion retailing," International Journal of Production Economics, Elsevier, vol. 135(2), pages 552-560.
    39. H.J. Long & L.Y. Wang & S.X. Zhao & Z.B. Jiang, 2016. "An approach to rule extraction for product service system configuration that considers customer perception," International Journal of Production Research, Taylor & Francis Journals, vol. 54(18), pages 5337-5360, September.
    40. Zhao, Yingxue & Choi, Tsan-Ming & Cheng, T.C.E. & Wang, Shouyang, 2018. "Supply option contracts with spot market and demand information updating," European Journal of Operational Research, Elsevier, vol. 266(3), pages 1062-1071.
    41. Danqin Yang & Tiaojun Xiao & Tsan-Ming Choi & T.C.E. Cheng, 2018. "Optimal reservation pricing strategy for a fashion supply chain with forecast update and asymmetric cost information," International Journal of Production Research, Taylor & Francis Journals, vol. 56(5), pages 1960-1981, March.
    42. Gad Allon & Awi Federgruen, 2009. "Competition in Service Industries with Segmented Markets," Management Science, INFORMS, vol. 55(4), pages 619-634, April.
    43. Rahimi-Ghahroodi, S. & Al Hanbali, A. & Zijm, W.H.M. & Timmer, J.B., 2019. "Emergency supply contracts for a service provider with limited local resources," Reliability Engineering and System Safety, Elsevier, vol. 189(C), pages 445-460.
    44. Liu, Mengqi & Cao, Erbao & Salifou, Coulibaly Kigbajah, 2016. "Pricing strategies of a dual-channel supply chain with risk aversion," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 90(C), pages 108-120.
    45. Li, Chongshou & Lim, Andrew, 2018. "A greedy aggregation–decomposition method for intermittent demand forecasting in fashion retailing," European Journal of Operational Research, Elsevier, vol. 269(3), pages 860-869.
    46. Jain, Aditya & Bala, Ram, 2018. "Differentiated or integrated: Capacity and service level choice for differentiated products," European Journal of Operational Research, Elsevier, vol. 266(3), pages 1025-1037.
    47. Lu Hsiao & Ying‐Ju Chen & Hui Xiong, 2019. "Supply chain coordination with product line design and a revenue sharing scheme," Naval Research Logistics (NRL), John Wiley & Sons, vol. 66(3), pages 213-229, April.
    48. Weihua Liu & Shuqing Wang & DongLei Zhu & Di Wang & Xinran Shen, 2018. "Order allocation of logistics service supply chain with fairness concern and demand updating: model analysis and empirical examination," Annals of Operations Research, Springer, vol. 268(1), pages 177-213, September.
    49. Jianxin Chen & Tonghua Zhang & Yong-wu Zhou & Rui Hou, 2022. "Complex dynamic analysis of risk-averse newsvendor models with buyback guarantee financing," International Journal of Production Research, Taylor & Francis Journals, vol. 60(9), pages 2865-2883, May.
    50. Dow, James & Werlang, Sergio Ribeiro da Costa, 1992. "Uncertainty Aversion, Risk Aversion, and the Optimal Choice of Portfolio," Econometrica, Econometric Society, vol. 60(1), pages 197-204, January.
    51. Meimei Zheng & Masha Shunko & Nagesh Gavirneni & Yan Shu & Kan Wu, 2019. "Reactive production with preprocessing restriction in supply chains with forecast updates," IISE Transactions, Taylor & Francis Journals, vol. 51(12), pages 1402-1436, December.
    52. Andy A. Tsay & Narendra Agrawal, 2000. "Channel Dynamics Under Price and Service Competition," Manufacturing & Service Operations Management, INFORMS, vol. 2(4), pages 372-391, August.
    53. Yoo, Seung Ho & Choi, Thomas Y. & Sheu, Jiuh-Biing, 2021. "Electric vehicles and product–service platforms: Now and in future," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 149(C).
    54. Kunpeng Li & Yang Li & Qiannong Gu & Alicia Ingersoll, 2019. "Joint effects of remanufacturing channel design and after-sales service pricing: an analytical study," International Journal of Production Research, Taylor & Francis Journals, vol. 57(4), pages 1066-1081, February.
    55. Philippe Artzner & Freddy Delbaen & Jean‐Marc Eber & David Heath, 1999. "Coherent Measures of Risk," Mathematical Finance, Wiley Blackwell, vol. 9(3), pages 203-228, July.
    56. Zied Jemai & Ali Cheaitou & Christian van Delft & Yves Dallery, 2014. "Optimal policy structure characterization for a two-period dual-sourcing inventory control model with forecast updating," Post-Print hal-01672389, HAL.
    57. Seung Bum Soh & Itai Gurvich, 2017. "Call Center Staffing: Service-Level Constraints and Index Priorities," Operations Research, INFORMS, vol. 65(2), pages 537-555, April.
    58. Kirkizoğlu, Zeynep & Karaer, Özgen, 2022. "After-sales service and warranty decisions of a durable goods manufacturer," Omega, Elsevier, vol. 113(C).
    59. T. M. Whitin, 1955. "Inventory Control and Price Theory," Management Science, INFORMS, vol. 2(1), pages 61-68, October.
    60. Tapiero, Charles S., 2005. "Value at risk and inventory control," European Journal of Operational Research, Elsevier, vol. 163(3), pages 769-775, June.
    61. Leon Yang Chu & Noam Shamir & Hyoduk Shin, 2017. "Strategic Communication for Capacity Alignment with Pricing in a Supply Chain," Management Science, INFORMS, vol. 63(12), pages 4366-4377, December.
    62. Vipul Agrawal & Sridhar Seshadri, 2000. "Impact of Uncertainty and Risk Aversion on Price and Order Quantity in the Newsvendor Problem," Manufacturing & Service Operations Management, INFORMS, vol. 2(4), pages 410-423, July.
    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. Rubio-Herrero, Javier & Baykal-Gürsoy, Melike, 2020. "Mean-variance analysis of the newsvendor problem with price-dependent, isoelastic demand," European Journal of Operational Research, Elsevier, vol. 283(3), pages 942-953.
    2. Rubio-Herrero, Javier & Baykal-Gürsoy, Melike, 2018. "On the unimodality of the price-setting newsvendor problem with additive demand under risk considerations," European Journal of Operational Research, Elsevier, vol. 265(3), pages 962-974.
    3. Boutselis, Petros & McNaught, Ken, 2014. "Finite-Time Horizon Logistics Decision Making Problems: Consideration of a Wider Set of Factors," Chapters from the Proceedings of the Hamburg International Conference of Logistics (HICL), in: Blecker, Thorsten & Kersten, Wolfgang & Ringle, Christian M. (ed.), Innovative Methods in Logistics and Supply Chain Management: Current Issues and Emerging Practices. Proceedings of the Hamburg International Conferenc, volume 19, pages 249-274, Hamburg University of Technology (TUHH), Institute of Business Logistics and General Management.
    4. Cheaitou, Ali & Cheaytou, Rima, 2019. "A two-stage capacity reservation supply contract with risky supplier and forecast updating," International Journal of Production Economics, Elsevier, vol. 209(C), pages 42-60.
    5. Li, Xiang & Qi, Xiangtong & Li, Yongjian, 2021. "On sales effort and pricing decisions under alternative risk criteria," European Journal of Operational Research, Elsevier, vol. 293(2), pages 603-614.
    6. Qi Feng & Sirong Luo & J. George Shanthikumar, 2020. "Integrating Dynamic Pricing with Inventory Decisions Under Lost Sales," Management Science, INFORMS, vol. 66(5), pages 2232-2247, May.
    7. Wen, Xin & Choi, Tsan-Ming & Chung, Sai-Ho, 2019. "Fashion retail supply chain management: A review of operational models," International Journal of Production Economics, Elsevier, vol. 207(C), pages 34-55.
    8. Serel, Doğan A., 2017. "A single-period stocking and pricing problem involving stochastic emergency supply," International Journal of Production Economics, Elsevier, vol. 185(C), pages 180-195.
    9. Zheng, Meimei & Dong, Shuangshuang & Zhou, Yaoming & Choi, Tsan-Ming, 2023. "Sourcing decisions with uncertain time-dependent supply from an unreliable supplier," European Journal of Operational Research, Elsevier, vol. 308(3), pages 1365-1379.
    10. Ray, Saibal, 2005. "An integrated operations-marketing model for innovative products and services," International Journal of Production Economics, Elsevier, vol. 95(3), pages 327-345, March.
    11. Gérard P. Cachon & A. Gürhan Kök, 2007. "Implementation of the Newsvendor Model with Clearance Pricing: How to (and How Not to) Estimate a Salvage Value," Manufacturing & Service Operations Management, INFORMS, vol. 9(3), pages 276-290, October.
    12. Fan, Yinghua & Feng, Yi & Shou, Yongyi, 2020. "A risk-averse and buyer-led supply chain under option contract: CVaR minimization and channel coordination," International Journal of Production Economics, Elsevier, vol. 219(C), pages 66-81.
    13. Zheng, Wei & Li, Bo & Song, Dong-Ping, 2017. "Effects of risk-aversion on competing shipping lines’ pricing strategies with uncertain demands," Transportation Research Part B: Methodological, Elsevier, vol. 104(C), pages 337-356.
    14. Geoffrey A. Chua & Yan Liu, 2019. "Sensitivity analysis on responsive pricing and production under imperfect demand updating," Naval Research Logistics (NRL), John Wiley & Sons, vol. 66(7), pages 529-546, October.
    15. Qi Feng & Sirong Luo & Dan Zhang, 2014. "Dynamic Inventory–Pricing Control Under Backorder: Demand Estimation and Policy Optimization," Manufacturing & Service Operations Management, INFORMS, vol. 16(1), pages 149-160, February.
    16. Chen, Haoya & Chen, Youhua (Frank) & Chiu, Chun-Hung & Choi, Tsan-Ming & Sethi, Suresh, 2010. "Coordination mechanism for the supply chain with leadtime consideration and price-dependent demand," European Journal of Operational Research, Elsevier, vol. 203(1), pages 70-80, May.
    17. Syed Asif Raza, 2022. "A bibliometric analysis of pricing models in supply chain," Journal of Revenue and Pricing Management, Palgrave Macmillan, vol. 21(2), pages 228-251, April.
    18. Serel, Doğan A., 2015. "Production and pricing policies in dual sourcing supply chains," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 76(C), pages 1-12.
    19. Mitra, Subrata, 2018. "Newsvendor problem with clearance pricing," European Journal of Operational Research, Elsevier, vol. 268(1), pages 193-202.
    20. Patra, T. Devi Prasad & Jha, J.K., 2021. "A two-period newsvendor model for prepositioning with a post-disaster replenishment using Bayesian demand update," Socio-Economic Planning Sciences, Elsevier, vol. 78(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:eee:transe:v:182:y:2024:i:c:s1366554523003812. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/wps/find/journaldescription.cws_home/600244/description#description .

    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.