The purpose of supply chain management is to ensure that the product is delivered at the right place and the right time through optimization the existing inventory ( Heizer and Render, 2014; Slack et al., 2013). Inventory management (raw material, work in process, and finished goods) can affect significantly the overall supply chain performance (Ballard, 1996; McCormack et al., 2012). Supply chain performance can be measured based on comprised factors in the Supply Chain Operations Reference (SCOR), which focus on the internal, customers, and shareholder values ( Bolstorff and Rosenbaum, 2007).