Data Quality
Deliver accurate and reliable data to your users to support decision making, build trust, and improve patient outcomes.
Data Quality: More Than A Measurement
Our team sees data quality as more than a tool for your organization; it’s a framework that spans the entire data lifecycle and should be measured throughout your pipeline.
Because data quality is broad, it can be difficult to know where to start.
Prominence uses its Data Quality Framework to clearly define the ways to measure data quality and combines that with use cases to make data quality actionable and attainable.
From Source to Solution: Building End-to-End Data Quality
February 11, 1pm CT
In this Basecamp session, Alison Knight will showcase how healthcare organizations can align their data quality initiatives with established quality improvement tools and concepts. Through our comprehensive framework, you’ll understand the critical components needed to achieve superior data quality, exemplified by real-world applications.
Key takeaways:
- Prominence Framework for Data Quality: How to implement a robust data quality framework aligning with quality improvement tools and concepts.
- Idea to Use Case: Right Problem, Right People, Right Time
- Data Quality’s Impact: Understand the key stakeholders most impacted by data quality.
Why focus on Data Quality
Data quality is not just an issue that developers code around; instead it is a problem experienced at all levels of the organization and beyond. As a result, the value of improved data quality will be realized throughout the organization.
Organization
Business Users
Developers
Patients
Where are you in your data Quality journey?
No matter what stage in your data quality journey, our team is prepared to accelerate the value in your data quality efforts.
Establish a Data Quality Program
Data Quality is more than a tool. Whether your organization has a data quality tool or not, our team can help you build the processes and prioritize your issues to take the first steps integrating data quality into your data pipeline.
Purchase a Data Quality Tool
Not sure which tool is best for your organization? Our team has widespread experience with most Data Governance and Quality Tools and can provide recommendations based on your organization's goals.
Find More Value in an Existing Data Quality Tool
Are you currently paying for a tool, but not getting the full value of it? Utilize our best practices to find value in your tool and expand its functionality.
Data Quality at the Source
Your organizational data includes reference data from external sources including NPI, CPT codes, DRG and DEA numbers are just a few examples. Often, these types of data are propagated in various applications and databases in your system. How can you ensure that these values are valid and accurate, prior to them propagating issues across your pipeline?
You can utilize a data quality tool to continually monitor the quality of these fields and alert you if the quality changes.
Prominence partnered with a large healthcare technology vendor to assess how often one of their key fields from an external data source was completed according to their requirements. The team utilized their data quality tool to continually monitor these key data elements and proactively resolve issues prior to them entering their data pipeline.
Records Measured
0
M
Had a Number
0
%
Were Valid Numbers
0
%
Records to Investigate
0
K
9.8M
Records Measured
62%
Had a Number
90.7%
Were Valid Numbers
500k
Records to Investigate
Case studies
Webinars
Get Started
Reach out to learn more about how your organization can build and implement a data quality program.
