The concept of "Data Management" arose in the 1980s as technology moved from sequential processing to random access processing.
Since it was now technically possible to store a single fact in a single place and access that using random access disk, those suggesting that "Data Management" was more important than "Process Management" used arguments such as "a customer's home address is stored in 75 places in our computer systems.
PROCESS MANAGEMENT
"Process Management" was more important than "Data Management" used batch processing time as their primary argument. As applications moved into real-time, interactive applications, it became obvious to most practitioners that both management processes were important.
If the data was not well defined, the data would be mis-used in applications. If the process wasn't well defined, it was impossible to meet user need.
Strategy for Corporate Data Quality: As CDQM is affected by various business drivers and requires involvement of multiple divisions in an organization; it must be considered a company-wide endeavor.
Corporate Data Quality Controlling: Effective CDQM requires compliance with standards, policies, and procedures. Compliance is monitored according to previously defined metrics and performance indicators and reported to stakeholders.
Corporate Data Quality Organization: CDQM requires clear roles and responsibilities for the use of corporate data.
The CDQM organization defines tasks and privileges for decision making for CDQM.
Corporate Data Quality Processes and Methods: In order to handle corporate data properly and in a standardized way across the entire organization and to ensure corporate data quality, standard procedures and guidelines must be embedded in company’s daily processes.
Applications for Corporate Data Quality: Software applications support the activities of Corporate Data Quality Management. Their use must be planned, monitored, managed and continuously improved.
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