Data Governance

80  •  Julia Zhang

management with the business applications, methods, and infrastructure

to support the integration and shared use of high-quality data. Master

data management is essentially a data quality management.

Per the CDISC business case survey

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(Figure 4.4), standards imple-

mented from the beginning can signicantly improve processes in a

single clinical study and save about 80% of time, and save about 60% of

time if standards are implemented in the analysis process. Appropriately

applying MDR and MDM through standard implementation will bring

business environment to interoperability.

DATA QUALITY STRATEGY

Having data quality as a focu ...