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Marketing effort within the newsvendor problem framework: A systematic review and extensions of demand-effort and cost-effort formulations

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  • Hrabec, Dušan
  • Kučera, Jiří
  • Martinek, Pavel

Abstract

This study deals with a generalization of the newsvendor problem with marketing efforts. Combining inventory and marketing decisions is currently a topic that has been widely studied. Various formulations of marketing efforts and their costs have been applied in the literature. Therefore, a systematic review was performed to identify existing formulations, especially those that deal with mathematical modeling and optimization. The findings observed on a wide set of marketing effort formulations are summarized, generalized, and applied in the newsvendor problem framework. It was found that the optimal marketing effort decision does not depend on the uncertainty involved in the model for the additive demand case under commonly used assumptions. Optimal marketing is equal to its deterministic equivalent, contrary to the multiplicative form, where the decision directly depends on uncertainty. Formulations of the demand-effort response function and the cost of marketing effort are generalized (to concave and convex functions, respectively) and extended to an S-shaped demand-effort response function. Assumptions and theorems that guarantee the uniqueness of optimal marketing efforts are established. Finally, the effects of price and cost parameter changes on optimal marketing effort decisions were analyzed.

Suggested Citation

  • Hrabec, Dušan & Kučera, Jiří & Martinek, Pavel, 2023. "Marketing effort within the newsvendor problem framework: A systematic review and extensions of demand-effort and cost-effort formulations," International Journal of Production Economics, Elsevier, vol. 257(C).
    • Handle: RePEc:eee:proeco:v:257:y:2023:i:c:s092552732200336x
    DOI: 10.1016/j.ijpe.2022.108754
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    1. Sana, Shib Sankar, 2013. "Optimal contract strategies for two stage supply chain," Economic Modelling, Elsevier, vol. 30(C), pages 253-260.
    2. Terry A. Taylor, 2006. "Sale Timing in a Supply Chain: When to Sell to the Retailer," Manufacturing & Service Operations Management, INFORMS, vol. 8(1), pages 23-42, November.
    3. Shaoxuan Liu & Kut C. So & Fuqiang Zhang, 2010. "Effect of Supply Reliability in a Retail Setting with Joint Marketing and Inventory Decisions," Manufacturing & Service Operations Management, INFORMS, vol. 12(1), pages 19-32, March.
    4. Melvin Woodley, 2021. "Decoupling the individual effects of multiple marketing channels with state space models," Journal of Revenue and Pricing Management, Palgrave Macmillan, vol. 20(3), pages 248-255, June.
    5. Dušan Hrabec & Jakub Kůdela & Radovan Šomplák & Vlastimír Nevrlý & Pavel Popela, 2020. "Circular economy implementation in waste management network design problem: a case study," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 28(4), pages 1441-1458, December.
    6. Harish Krishnan & Roman Kapuscinski & David A. Butz, 2004. "Coordinating Contracts for Decentralized Supply Chains with Retailer Promotional Effort," Management Science, INFORMS, vol. 50(1), pages 48-63, January.
    7. Jianmai Shi & Yiping Bao, 2016. "Multiproduct Multiperiod Newsvendor Problem with Dynamic Market Efforts," Discrete Dynamics in Nature and Society, Hindawi, vol. 2016, pages 1-10, October.
    8. Qin, Yan & Wang, Ruoxuan & Vakharia, Asoo J. & Chen, Yuwen & Seref, Michelle M.H., 2011. "The newsvendor problem: Review and directions for future research," European Journal of Operational Research, Elsevier, vol. 213(2), pages 361-374, September.
    9. Peng Ma & Kevin W. Li & Zhou-Jing Wang, 2017. "Pricing decisions in closed-loop supply chains with marketing effort and fairness concerns," International Journal of Production Research, Taylor & Francis Journals, vol. 55(22), pages 6710-6731, November.
    10. Dušan Hrabec & Kjetil K. Haugen & Pavel Popela, 2017. "The newsvendor problem with advertising: an overview with extensions," Review of Managerial Science, Springer, vol. 11(4), pages 767-787, October.
    11. Shilei Yang & Charles L Munson & Bintong Chen & Chunming Shi, 2015. "Coordinating contracts for supply chains that market with mail-in rebates and retailer promotions," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 66(12), pages 2025-2036, December.
    12. Guang-Dong Liu & Tian-Jian Yang & Xue-Mei Zhang, 2020. "Supply chain coordination and decisions under effort-dependent demand and customer balking behaviour," International Journal of Industrial and Systems Engineering, Inderscience Enterprises Ltd, vol. 34(1), pages 84-106.
    13. 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.
    14. Xu, Xiaolin & Cai, Xiaoqiang & Chen, Youhua, 2011. "Unimodality of price-setting newsvendor's objective function with multiplicative demand and its applications," International Journal of Production Economics, Elsevier, vol. 133(2), pages 653-661, October.
    15. Lee, Yun Shin, 2014. "Management of a periodic-review inventory system using Bayesian model averaging when new marketing efforts are made," International Journal of Production Economics, Elsevier, vol. 158(C), pages 278-289.
    16. David Moher & Alessandro Liberati & Jennifer Tetzlaff & Douglas G Altman & The PRISMA Group, 2009. "Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement," PLOS Medicine, Public Library of Science, vol. 6(7), pages 1-6, July.
    17. Tinglong Dai & Kinshuk Jerath, 2013. "Salesforce Compensation with Inventory Considerations," Management Science, INFORMS, vol. 59(11), pages 2490-2501, November.
    18. Taaffe, Kevin & Geunes, Joseph & Romeijn, H. Edwin, 2008. "Target market selection and marketing effort under uncertainty: The selective newsvendor," European Journal of Operational Research, Elsevier, vol. 189(3), pages 987-1003, September.
    19. Dai, Jiansheng & Meng, Weidong, 2015. "A risk-averse newsvendor model under marketing-dependency and price-dependency," International Journal of Production Economics, Elsevier, vol. 160(C), pages 220-229.
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