How important is metadata management, and what is its relationship to master data management (MDM) and data go...
By submitting your personal information, you agree that TechTarget and its partners may contact you regarding relevant content, products and special offers.
Without proper metadata, master data would have no context. Without metadata, data governance would have no material with which to work. Metadata, as defined by David Marco in his book Building and Managing the Meta Data Repository: A Full Lifecycle Guide, is "the context of all data contained in all systems, all documents, all processes. Meta data is the knowledge of the raw data." To be blunt about it, without metadata, all the data that organizations collect and store in their IT systems would essentially be meaningless and, thus, bereft of business value.
But to be valuable in its own right, metadata must be managed according to established processes and within industry standards and guidelines for best practices. Managing metadata is a function as important as MDM and data governance, since metadata management is a foundational component for each of those disciplines. It would be impossible to manage master data without managing its metadata, as well. Additionally, an organization that implements a data governance program without addressing metadata management will be unsuccessful because many of the activities and tasks carried out by data stewards are focused on metadata and the process of managing it.
Metadata management includes the development of business glossaries and definitions of things such as data elements and entities, business rules and algorithms, and data characteristics. The bottom line is that managing the collection, organization and sustainment of business metadata, and the usage of technical metadata, is important to the success of any MDM and/or data governance initiative.
Consultant David Loshin says CDOs should take the lead on data governance
Implement metadata management as part of data quality assurance efforts
How metadata management processes fit into records management
Dig Deeper on Data governance strategy
Related Q&A from Anne Marie Smith, Ph.D.
Companies in all industries can benefit from a master data management program, advises MDM expert Anne Marie Smith. Learn how to enhance yours.continue reading
A data governance program doesn't have to be a police action. Instead, advises expert Anne Marie Smith, data stewards should help bring about ...continue reading
Instituting a master data management program involves discovery, analysis, construction, implementation and sustainment processes, according to MDM ...continue reading
Have a question for an expert?
Please add a title for your question
Get answers from a TechTarget expert on whatever's puzzling you.