A computer-implemented method for assessing data quality of one or more data records. The method is implemented using a quality assessment (QA) computing device. The method includes storing, into a data warehouse, predefined data quality assessment criteria to be applied to the one or more data records to assess the data quality of the one or more data records. The method further includes assessing, by the QA computing device, the one or more data fields of each data record in the one or more views using the assessment criteria, wherein a data quality value is assigned to the one or more data fields based on the data quality.