Inventory inaccuracies and radio frequency identification technology: Risk analysis and coordination

Abstract Inventory inaccuracy is a major cause of operational inefficiency in inventory management, which is prevalent in many industries. Radio frequency identification (RFID) technology has been a promising solution to inventory inaccuracy. This paper investigates the impact of RFID implementation on supply chain decisions with shrinkage and misplacement problems. We assume that the supply chain consists of a risk-neutral manufacturer and a risk-averse retailer. By considering both fixed cost and tag cost of RFID adoption, we study the agents’ incentives for RFID adoption in both centralized and decentralized supply chains. The Conditional Value at Risk (CVaR) criterion is adapted to measure the retailer’s risk attitude. We focus on exploring how the risk attitude affects the agents’ incentives and identifying the conditions to coordinate the supply chain under implementation of RFID. We show that the agents’ incentives may not be perfectly aligned, and the supply chain can afford much higher tag cost (fixed cost) if the retailer become more risk-neutral. We also indicate that the agents’ incentives to adopt RFID depend on the retailer’s risk attitude. Further, we find that when the tag cost is sufficiently low, the incentives of supply chain members increase with the risk-averse level increasing. Numerical results show that the agents’ incentives for RFID adoption in the coordinated case are stronger than that of the uncoordinated case.

[1]  Yves Dallery,et al.  Analysis of the impact of the RFID technology on reducing product misplacement errors at retail stores , 2008 .

[2]  C. T. Ng,et al.  Impact of risk aversion on optimal decisions in supply contracts , 2010 .

[3]  Omkar D. Palsule-Desai Supply chain coordination using revenue-dependent revenue sharing contracts , 2013 .

[4]  Houmin Yan,et al.  Channel Coordination with a Risk‐Neutral Supplier and a Downside‐Risk‐Averse Retailer , 2005 .

[5]  Houmin Yan,et al.  Channel bargaining with risk-averse retailer , 2012 .

[6]  Chao Qi,et al.  Mean-risk analysis of radio frequency identification technology in supply chain with inventory misplacement: Risk-sharing and coordination , 2014 .

[7]  Lijing Zhu,et al.  Optimal Ordering Policy of a Risk-Averse Retailer Subject to Inventory Inaccuracy , 2013 .

[8]  Ying Sun,et al.  Implementing coordination contracts in a manufacturer Stackelberg dual-channel supply chain , 2012, Omega.

[9]  B. Li,et al.  Pricing strategy and coordination in a dual channel supply chain with a risk-averse retailer , 2016 .

[10]  Oliver W. W. Yang,et al.  Optimal decision for a fuzzy supply chain with shrinkage under VaR criterion , 2017, J. Intell. Fuzzy Syst..

[11]  Jianjun Yi,et al.  Benefits of RFID technology for reducing inventory shrinkage , 2014 .

[12]  Houmin Yan,et al.  Coordination of Supply Chains with Risk-Averse Agents , 2009 .

[13]  M. Tseng,et al.  The Impacts of RFID Implementation on Reducing Inventory Inaccuracy in a Multi-Stage Supply Chain , 2012 .

[14]  Gérard P. Cachon,et al.  Supply Chain Coordination with Revenue-Sharing Contracts: Strengths and Limitations , 2005, Manag. Sci..

[15]  Hau L. Lee,et al.  Unlocking the Value of RFID , 2007 .

[16]  Weidong Meng,et al.  A risk-averse newsvendor model under marketing-dependency and price-dependency , 2015 .

[17]  Sandeep Goyal,et al.  RFID‐Enabled Visibility and Retail Inventory Record Inaccuracy: Experiments in the Field , 2013 .

[18]  Y. Son,et al.  Three-echelon supply chain coordination with a loss-averse retailer and revenue sharing contracts , 2016 .

[19]  Chunming Xu,et al.  Optimal Decisions for Adoption of Item-Level RFID in a Retail Supply Chain with Inventory Shrinkage under CVaR Criterion , 2016 .

[20]  Xiaohong Chen,et al.  Impact of inventory inaccuracies on products with inventory-dependent demand , 2016 .

[21]  Abraham Seidmann,et al.  Using RFID for the management of pharmaceutical inventory - system optimization and shrinkage control , 2011, Decis. Support Syst..

[22]  Wei Jiang,et al.  Comparing improvement strategies for inventory inaccuracy in a two-echelon supply chain , 2012, Eur. J. Oper. Res..

[23]  Kazim Sari,et al.  Exploring the impacts of radio frequency identification (RFID) technology on supply chain performance , 2010, Eur. J. Oper. Res..

[24]  Lijing Zhu,et al.  Risk Analysis of a Two-Level Supply Chain Subject to Misplaced Inventory , 2017 .

[25]  Yves Dallery,et al.  Inventory inaccuracy in retail stores due to theft: An analysis of the benefits of RFID , 2009 .

[26]  Meng Zhi-qing,et al.  Optimal decisions for the loss-averse newsvendor problem under CVaR , 2015 .

[27]  Ying Wei,et al.  Mean-variance analysis of supply chains under wholesale pricing and profit sharing schemes , 2010, Eur. J. Oper. Res..

[28]  T. Fan,et al.  Impact of RFID technology on supply chain decisions with inventory inaccuracies , 2015 .

[29]  de Ag Ton Kok,et al.  A break-even analysis of RFID technology for inventory sensitive to shrinkage , 2008 .

[30]  Jayashankar M. Swaminathan,et al.  Misplaced Inventory and Radio‐Frequency Identification (RFID) Technology: Information and Coordination , 2010 .

[31]  Karen Ka-Leung Moon,et al.  RFID research: An academic literature review (1995–2005) and future research directions , 2008 .

[32]  Anna Jaskiewicz,et al.  A price-setting newsvendor problem under mean-variance criteria , 2015, Eur. J. Oper. Res..

[33]  Zhong Yao,et al.  Impact of the downside risk of retailer on the supply chain coordination , 2016, Comput. Ind. Eng..

[34]  Jose M. Framiñan,et al.  Production , Manufacturing and Logistics The effect of Inventory Record Inaccuracy in Information Exchange Supply Chains , 2015 .

[35]  Stéphane Dauzère-Pérès,et al.  A literature review on the impact of RFID technologies on supply chain management , 2010 .

[36]  Lijing Zhu,et al.  Mean-Variance Analysis of Retailers Deploying RFID-Enabled Smart Shelves , 2018, Inf..

[37]  Yun Kang,et al.  Information inaccuracy in inventory systems: stock loss and stockout , 2005 .

[38]  D. Bertsimas,et al.  Shortfall as a risk measure: properties, optimization and applications , 2004 .

[39]  A. Musa,et al.  A Review of RFID in Supply Chain Management: 2000–2015 , 2016 .

[40]  Tsan-Ming Choi,et al.  Coordination and Risk Analysis of VMI Supply Chains With RFID Technology , 2011, IEEE Transactions on Industrial Informatics.

[41]  Vincent Hovelaque,et al.  Impact of inventory inaccuracy on service-level quality in (Q,R) continuous-review lost-sales inventory models , 2010 .

[42]  Bin Dan,et al.  Coordinating a dual-channel supply chain with risk-averse under a two-way revenue sharing contract , 2014 .

[43]  Kevin H. Shang,et al.  Evaluation of cycle-count policies for supply chains with inventory inaccuracy and implications on RFID investments , 2014, Eur. J. Oper. Res..

[44]  S. Chauhan,et al.  Coordination and competition in a common retailer channel: Wholesale price versus revenue-sharing mechanisms , 2015 .

[45]  Houmin Yan,et al.  Channel coordination in supply chains with agents having mean-variance objectives , 2008 .