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Coverage of Physical Therapy Assessments in the Observational Medical Outcomes Partnership Common Data Model
Margaret A French1, Paul Hartman1, Heather A Hayes1
1Department of Physical Therapy and Athletic Training, University of Utah, Salt Lake City, Utah, United States.
The Observational Medical Outcomes Partnership (OMOP) common data model (CDM) partially includes physical therapy assessments for neurologic and orthopaedic conditions. Enhancing the OMOP CDM with more functional assessments and mapping guidelines is recommended for better data utilization.
Area of Science:
- Health informatics
- Rehabilitation science
- Clinical data standardization
Background:
- High-value care emphasizes meaningful patient outcomes and cost reduction.
- Common Data Models (CDMs) like Observational Medical Outcomes Partnership (OMOP) facilitate data curation across healthcare systems.
- Incorporating physical function assessments into CDMs is crucial for measuring meaningful outcomes.
Purpose of the Study:
- To evaluate the coverage of physical therapy assessments for neurologic and orthopaedic conditions within the OMOP CDM.
- To identify the extent to which these assessments are represented in the OMOP CDM.
Main Methods:
- Identification of relevant physical therapy assessments for neurologic and orthopaedic conditions.
- Independent mapping of identified assessments into the OMOP CDM by two reviewer teams.
- Assessment of inter-reviewer agreement and reconciliation of disagreements.
- Analysis of the number of concept ID numbers associated with each mapped assessment.
Main Results:
- Approximately 47-48% of neurologic and orthopaedic physical therapy assessments were successfully mapped into the OMOP CDM after reconciliation.
- A significant portion of assessments (around 42-52%) remained unmapped.
- Mapped assessments frequently involved multiple concept ID numbers, indicating potential complexity in data representation (average 2.2 for neurologic, 4.3 for orthopaedic).
Conclusions:
- The OMOP CDM currently offers partial coverage for physical therapy assessments in neurologic and orthopaedic care.
- The presence of multiple concept IDs for mapped assessments highlights challenges in standardized data representation.
- Recommendations include expanding the OMOP CDM with more functional assessments and developing clear mapping guidelines to improve the inclusion of functional data.
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