Measuring the effects of change management on in five key areas including: Awareness of the need to change; Desire to participate and support the change; Knowledge about how to change; Ability to implement new skills and behaviors; and Reinforcement to keep the change in place.
Data architect: A senior analyst responsible for data architecture and data integration.
A business driver for Master Data Management program is managing data quality.
The impact of the changes from new volatile data must be isolated from the bulk of the historical, non-volatile DW data. There are three main approaches, including:
Time-based patterns are used when data values must be associated in chronological order and with specific time values.