Effectiveness of frequent inventory audits in retail stores: an empirical evaluation

The purpose of this paper is to focus on the effectiveness of the inventory audit process to manage operational issues related to inventory errors in retail stores. An evaluation framework is proposed based on developing an error profile of store inventory using product attributes and inventory information.,A store inventory error profile is developed using data on price, sales, popularity, replenishment cycle, inventory levels and inventory errors. A simulation model of store inventory management system grounded in empirical data is used to evaluate the effectiveness of the inventory audit process in a high SKU-variety retail store. The framework is tested using a large transaction data set comprised of over 200,000 records for 7,400 SKUs.,The results show that store inventory exhibits different inventory error profile groups that would determine the effectiveness of store inventory audits. The results also identify an interaction effect between store inventory policies and replenishment process that moderates the effectiveness of inventory audits.,The analysis is based on data collected from a single focal firm and does not cover all the different segments of the retail industry. However, the evaluation framework presented in the paper is fully generalizable to different retail settings offering opportunity for additional studies.,The findings about the role of different error profile groups and the interaction effect of store audits with inventory and store replenishments would help retailers incorporate a more effective inventory audit process in their stores.,This paper presents a novel approach that uses store inventory profiles to evaluate the effectiveness of inventory audits. Unlike previous papers, it is the first empirical study in this area that is based on inventory error data gathered from multiple audits that identify the interaction effect of inventory policy and replenishments on the inventory audit process.

[1]  B. Wernerfelt,et al.  A Resource-Based View of the Firm , 1984 .

[2]  Anníbal C. Sodero,et al.  Inventory record inaccuracy dynamics and the role of employees within multi-channel distribution center inventory systems , 2018, Journal of Operations Management.

[3]  Stephan M. Wagner,et al.  Multidisciplinary and Multimethod Research for Addressing Contemporary Supply Chain Challenges , 2011 .

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

[5]  Linus Schrage,et al.  Retail Inventory Management When Records Are Inaccurate , 2008, Manuf. Serv. Oper. Manag..

[6]  D. Darling,et al.  A Test of Goodness of Fit , 1954 .

[7]  Philip T. Evers,et al.  Systems Analysis Using Simulation , 2012 .

[8]  Monica Chiarini Tremblay,et al.  Identifying fall-related injuries: Text mining the electronic medical record , 2009, Inf. Technol. Manag..

[9]  Howard Hao-Chun Chuang,et al.  On-Shelf Availability, Retail Performance, and External Audits: A Field Experiment , 2016 .

[10]  Yves Dallery,et al.  Assessing the impact of inventory inaccuracies within a Newsvendor framework , 2009, Eur. J. Oper. Res..

[11]  Nebil Buyurgan,et al.  Quantifying the Costs of Cycle Counting in a Two-Echelon Supply Chain with Multiple Items , 2008 .

[12]  Varun Grover,et al.  Shaping Agility through Digital Options: Reconceptualizing the Role of Information Technology in Contemporary Firms , 2003, MIS Q..

[13]  Heather Nachtmann,et al.  Measuring the impact of inaccurate inventory information on a retail outlet , 2006 .

[14]  H. Sebastian Heese,et al.  Inventory Record Inaccuracy, Double Marginalization, and RFID Adoption , 2009 .

[15]  Elliot Rabinovich,et al.  Assessing the Effects of Operational Processes and Information Systems on Inventory Performance , 2006 .

[16]  Elgar Fleisch,et al.  Inventory Inaccuracy and Supply Chain Performance: A Simulation Study of a Retail Supply Chain , 2005 .

[17]  Shandong Mou,et al.  Retail store operations: Literature review and research directions , 2018, Eur. J. Oper. Res..

[18]  Andrew Burton-Jones,et al.  From Use to Effective Use: A Representation Theory Perspective , 2013, Inf. Syst. Res..

[19]  Brent D. Williams,et al.  Drivers of retail on-shelf availability , 2016 .

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

[21]  Kenneth K. Boyer,et al.  Empirical Elephants—Why Multiple Methods are Essential to Quality Research in Operations and Supply Chain Management , 2008 .

[22]  Leon Jay Gleser,et al.  Exact Power of Goodness-of-Fit Tests of Kolmogorov Type for Discontinuous Distributions , 1985 .

[23]  Adam J. Mersereau,et al.  Information-Sensitive Replenishment when Inventory Records Are Inaccurate , 2013 .

[24]  Frédéric Thiesse,et al.  RFID-enabled shelf replenishment with backroom monitoring in retail stores , 2012, Decis. Support Syst..

[25]  Durk-Jouke van der Zee,et al.  A Modeling Framework for Supply Chain Simulation: Opportunities for Improved Decision Making , 2005, Decis. Sci..

[26]  Ananth Raman,et al.  Inventory Record Inaccuracy: An Empirical Analysis , 2008, Manag. Sci..

[27]  E. Wagenmakers,et al.  AIC model selection using Akaike weights , 2004, Psychonomic bulletin & review.

[28]  Anandhi S. Bharadwaj,et al.  A Resource-Based Perspective on Information Technology Capability and Firm Performance: An Empirical Investigation , 2000, MIS Q..

[29]  Valérie Botta-Genoulaz,et al.  Inventory management subject to multiplicative inaccuracies , 2014 .

[30]  Elliot Rabinovich,et al.  Investigating the Effects of Daily Inventory Record Inaccuracy in Multichannel Retailing , 2013 .

[31]  J. Barney Firm Resources and Sustained Competitive Advantage , 1991 .

[32]  A. Raman,et al.  Execution: The Missing Link in Retail Operations , 2001 .

[33]  Kevin H. Shang,et al.  Inspection and Replenishment Policies for Systems with Inventory Record Inaccuracy , 2007, Manuf. Serv. Oper. Manag..

[34]  Rogelio Oliva,et al.  Inventory Record Inaccuracy: Causes and Labor Effects , 2015 .

[35]  Ramesh Sharda,et al.  Impact of Frequency of Alignment of Physical and Information System Inventories on Out of Stocks: A Simulation Study , 2012 .

[36]  D. Iglehart,et al.  Inventory Systems with Imperfect Asset Information , 1972 .

[37]  J. H. Ward Hierarchical Grouping to Optimize an Objective Function , 1963 .

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

[39]  Timothy L. Smunt,et al.  Empirical simulation studies in operations management: context, trends, and research opportunities , 2004 .

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

[41]  Yacine Rekik,et al.  Inventory inaccuracies in the wholesale supply chain , 2011 .

[42]  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..

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

[44]  John A. Aloysius,et al.  The effectiveness of RFID in backroom and sales floor inventory management , 2016 .