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State of North Dakota Information Technology Department (ITD) July 2012
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Agenda Background What is the “Master Person Index”? And why do we need it?
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Background ND SLDS P20W Non-federated single system with multiple agency warehouses and datasets o K12 (IES grant ndSLEDS) Warehouse o PS SFSF collection (will grow to be its own warehouse) o PS (IES grant) o Workforce (WDQI grant) warehouse o Workforce Accountability Programs o Adult Ed/ CTE/ WIA Vocational Rehab datasets
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FEDES National Student Clearinghouse SLDS: K12 Domain SLDS: HE Domain SLDS: Work Force Domain SLDS
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WIA Youth Career and Tech Ed Adult Ed Immunizations (Health) Workforce Training Programs SLDS Vocation Rehab Vital Records (Health)
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Student Identifiers Identifiers K-12 State Student ID exists ○ EC establishing Postsecondary ID exists K12 to PS matching ○ o 85-90% historical matching based off name, dob, HS ○ o Move to early PS assignment (9th – 12 grade)
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Workforce Workforce (UI data) Limited quality on employees (25-30% no-name) No DOB K12-WF Linkage Needed for research Very few K12 SSN present
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P20 Identifier Expansion Needed a solution to match WITHIN and ACROSS various agencies and datasets. Need a more powerful and flexible set of matching algorithms Algorithms configurable based on the quality and elements available in the source Need to protect the confidentiality of the underlying data Secured and Private matching across domains Need to match both in real-time and in batch Enterprise Entity Resolutions Systems and an agency MDM initiative and too difficult to use in the SLDS environment Gather all of the unique combinations to identifying information associated with one person
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Identifier Requirements K-12 SLDS required a Unique ID system Issued and managed a Unique ID for Students and Staff This worked well within the K-12 environment Matching within K-12 was possible and easier
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Expanding into P-20 Using the Unique ID system was not sufficient to match across various agencies and datasets. Need a more powerful set of matching algorithms. Still require the assignment of ID’s across agencies. Needs to protect the confidentiality of the underlying data. Need to match both in real-time and in batch. Gather all of the unique combinations to identifying information associated with one person.
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What is it? The Master Person Identifier System (MPIS) represents a next generation matching system, which uses the power of likelihood algorithms to integrate person records.
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Functionality of the MPIS Extended to cover non-K12 submitting systems. All K-12 MPI algorithms brought into P20 MPI and extended with additional matching algorithms; as examples, ‘Nickname’, Keyboard distance matching. Matching keys made extensible to any field(s) from submitting systems. Batch processing enabled from Workforce, Immunization and Higher Ed related systems.
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MPIS Process
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MPIS Structure
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Why do you need a MPIS? Data coming from various sources (agencies and organizations) Data standards differ Key identifiers differ from the sources Need to protect the confidentiality of the data Need to be able to quickly match and generate datasets or analysis across domains and sources
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Why do you need a MPIS? (continued) The MPI table becomes the glue connecting all of the various sources and systems. Matching criteria critical for performance measurements across agencies. Enables tracking of a “person” rather than a child, student, staff, worker or adult.
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Expansions Probabilistic (thresholding) settings on matches Confidence levels based on matching needs Case Management Resolving near matches on critical data sets ○ (student matches from EC, DHS, K12, PS) Matching Workbench Run matching algorithms for what-if analysis
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Q & A Any questions?
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Presenters Mr. Tracy Korsmo State of North Dakota Information Technology Department (ITD) tkorsmo@nd.gov Mr. Eddie Parker Otis Educational Systems “Data Management Architect” eddie.parker@otised.com
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