The problem of ensuring the quality of products is a very common practice in many companies and industries. This issue is a clear example on the management literature regarding how managers take decisions based on data (see also Lynch,2008; Parry et al., 2014). The set of statistical tools used to control and improve the quality of products is known as statistical quality control (SQC), and which involves various aspects.