Uncompromising
Data Quality
Slowing you down? Keeping you from reaching your business objectives?
Turn to MSA for the Highest Quality Patient Data.
A Key Differentiator:
MSA’s Quality Patient Data Process
Continuous transparent focus on technical excellence
Data quality comes to the forefront when looking at the value of the decisions made based on that data.
MSA’s Data Quality Management processes ensure that the highest quality data is used for the advanced analytics that lead to more informed decisions, greater efficiency, and ultimately, a competitive advantage.
Our Quality Process, supported by a combination of technology platforms and expert technologists, begins with defining project strategy, continues with on-boarding data providers, followed by file processing and quality measurement and on-going data provider management.
Data fed into a Dashboard at each step allows Customers, Data Providers, and MSA Operations Staff to understand status and issues, and make continuous quality improvements.
A Transparent Focus on Quality Allows All Stakeholders...
...To Take an Active Role In The Conversation About Data Quality
Defining a Project Strategy
Defining the project strategy in close collaboration with the customer ensures that project deliverables
meet or exceed clearly defined expectations and support the agreed-upon objectives
Understand the availability of the required data
Agree upon file delivery input and output formats
On-Boarding Data Providers
Understand the data provider-specific compliance guidelines
Perform iterative testing as required
Identify and bridge gaps between required and available data
Promote data provider to production
File Processing and Quality Measurement
The ever-increasing demand for large-scale analysis heightens the need for data governance and data quality assurance. MSA’s tried and true data management processes maximize information usability – driving more meaning and value out of the data. Our Quality Process Cycle improves the trustworthiness of the results.
The File Processing and Quality Measurement phase of MSA’s Quality Process Cycle includes:
Throughout the entire processing cycle, the MSA Data@Factory generates alerts when needed while monitoring:
Alerts – configurable at the project, data provider, and the data-feed level – drive consistent quality data within and across multiple sources.
Our integrated, unified platform encompasses the full end-to-end process for information management and proactively monitors data quality.
Tier 1 Alerts
Tier 2 Alerts
Tier 3 Alerts
On-Going Data Provider Management
Ongoing Monitoring
Monitor data provider compliance with the file delivery schedule
Ongoing Validation
Validate file, field, and data content quality against measures and business rules
Ongoing Notification
Notify both the data provider and the customer of any quality issues
Ongoing Collaboration
Continue to work with the data provider until all quality issues are resolved
Why Partner with MSA?
We have decades of experience in the type of data quality management that is essential for reliable data analytics and statistics
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