What performance measures or metrics do you use to determine the impact of data governance and data management activities (e.g., master data management, data cataloging, business glossary, data policies, data sharing, etc.)?

191 views1 Upvote2 Comments
Sort By:
Oldest
Associate Director of Data Science & Analytics in Healthcare and Biotecha year ago
Below is a few measure to think about...

1) Data Existence (Measure completeness of records and missing-ness by domain)

2) Accessibility (Measure number of reports pulled per month, totals users, number of new reports or views) 

2) Discoverability (Percentage of business terms in catalog or glossary) 

3) Fitness (Derive a relevancy score for each domain as pertains to your business or business processes)

4) Understandability (Validation from business users using Likert Scale)
2
lock icon

Please join or sign in to view more content.

By joining the Peer Community, you'll get:

  • Peer Discussions and Polls
  • One-Minute Insights
  • Connect with like-minded individuals
Director of Data Architecture in Mediaa year ago
It is massive list across these different practices. If I pick data sharing as an example :
Total Subscriptions
Total Subscribers
Total jobs executed
Total bytes scanned
Daily Subscriptions
Subscribers per organization
Daily Executed Jobs
Tables' job frequency

Content you might like

Extremely11%

Moderately70%

Slightly19%

Not at all

View Results
227 views
Director of Data4 days ago
In our implementation of Master Data Management (MDM), we primarily adopted a centralized approach using Microsoft Dataverse. This was key to resolving data quality and consistency issues in our Power Platform solutions, ...read more
1
61 views1 Upvote1 Comment
Director of Data4 days ago
In my opinion, Advancements in AI and related data field have significantly enhanced our Master Data Management (MDM) strategy by automating data quality, integration, and governance processes. AI algorithms help identify ...read more
1
32 views1 Comment

Data quality (e.g., limiting duplications)19%

Business processes and workflows (i.e. data flowing between systems)65%

Data accessibility (decreased wait times for access, access logs for auditing)12%

Regulatory compliance

Other4%

View Results
265 views