“…For calculating performance measures, the availability of data and it's quality is crucial (Panahy et al, 2013). However, many databases contain errors (Izham Jaya et al, 2017). Data quality problems go beyond accuracy, involving aspects such as completeness and accessibility (Pipino et al, 2002).…”