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Evaluation of PCORnet as an Approach to Accessing Electronic Health Record (EHR) Data for Cleft Outcomes Research:
Elaine Lin1, Victoria N Yi1, Kristina Dunworth2
1Duke University School of Medicine, Durham, NC, USA.
Insights
The National Patient-Centered Clinical Research Network (PCORnet) can calculate simple cleft care metrics but lacks detailed clinical notes. Supplemental data is needed for comprehensive cleft outcomes research.
Area of Science:
- Health Informatics
- Clinical Research Informatics
- Craniofacial Research
Background:
- Electronic health records (EHRs) are crucial for clinical research.
- The National Patient-Centered Clinical Research Network (PCORnet) aggregates EHR data.
- Assessing PCORnet's utility for cleft outcomes research is important.
Purpose of the Study:
- To evaluate the feasibility of using PCORnet for cleft outcomes research.
- To determine PCORnet's ability to report key cleft care metrics.
- To assess the accuracy of PCORnet data compared to manual chart review.
Main Methods:
- Retrospective analysis of multi-year EHR data from PCORnet.
- Inclusion of encounter-level data for patients with orofacial clefts.
- Comparison of PCORnet metrics with manual chart review for accuracy.
Main Results:
- PCORnet effectively calculates simple metrics like patient demographics and readmissions.
- PCORnet lacks access to clinical notes, limiting detailed outcome analysis.
- Inaccuracies were found in phenotypic and procedural coding; data upload delays were noted.
Conclusions:
- PCORnet is valuable for simple process metrics and multi-institutional queries in cleft research.
- Supplemental data collection is necessary for comprehensive cleft outcomes research.
- Storing supplemental data as "sidecars" could enhance future PCORnet queries.
Abstract:
Objective: To evaluate the feasibility of using the National Patient-Centered Clinical Research Network (PCORnet®) as a source of electronic health record (EHR) data for cleft outcomes research. Design: Exploratory retrospective analysis of multi-year, administrative and clinical, structured data stored in PCORnet. Setting: Academic institution with an ACPA-approved cleft and craniofacial team. Patients/Participants: Encounter-level data pertaining to patients with orofacial clefts treated at this center between 2010 and 2018. Outcome Measures: (1) Ability of PCORnet to report metrics such as the following: number of new and returning patients per year; demographics; phenotype; procedures; readmission or reoperation within 30 days; etc. (2) Accuracy of selected metrics, compared with manual chart review. Results: PCORnet is useful for the calculation of simple process metrics such as patient demographics, phenotype mix, case mix, and number of readmissions. However, as it lacks access to clinical notes, PCORnet alone cannot provide more detailed information. Phenotypic classification (based on ICD codes) and procedural description (based on CPT®) are subject to inaccuracy. A 1-2 year delay in data upload to PCORnet may be rate-limiting for certain applications. Multi-institutional queries were feasible. Conclusions: PCORnet does not include all necessary data elements from the EHR. While very convenient for the tabulation of simple process metrics, especially from multiple institutions, supplemental data collection will be required for meaningful cleft outcomes research. Cleft teams whose institutions participate in PCORnet might choose to store the supplemental data as "sidecars" alongside the standard PCORnet database tables, which would allow for future PCORnet queries to be more informative and impactful.
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Health Information Technology, commonly called HIT, integrates advanced information systems and technology in healthcare settings. Its primary functions include:
Nursing Clinical Information System
A Nursing Clinical Information System (NCIS) is a specialized type of healthcare information system tailored to meet the unique needs of nursing practice. It incorporates the principles of nursing informatics to streamline information management and improve the quality of care delivery.
Critical attributes of NCIS include:
Purpose of Health Records II
Purpose of Health Records I
Here's a breakdown of how health records serve these purposes: