Patient Facts Study Results III: PAQS Query 3


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PEDSnet

Abstract

The results of a Patient Facts check using Single Site, Anomaly Detection, Longitudinal parameters. This check evaluates anomalous proportions of patients with evidence of a fact for inpatient and outpatient visit types annually.

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Provenance

This data quality check was run on a data extracted from the PAQS Query 3 Project. These results were not used for the query, but rather run on the query data after analysis was conducted as part of an SSQDA demonstration project.

Description

NOTE This is a single site analysis, but results for all sites are included in the output attached to this record for ease of review & reuse. General observations are recorded below, and details about specific institutions can be discovered in the raw output.

  • The proportion of patients with a fact in the 5 year time period we investigated remained within expected range and in general there were no major outliers.
  • Future iterations may want to investigate a broader time frame to increase capture for potential outliers or longitudinal discrepancies

Response to Findings

Study team did not conduct further investigation or data intervention in response to these results because this was a demonstration project.

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Related Data Quality Results

Patient Facts Study Results I: PAQS Query 3
Created:2025-05-30Affiliation:PEDSnet Data Coordinating Center
The results of a Patient Facts check using Single Site, Exploratory, Cross-Sectional parameters. This check investigates the median facts per year of follow-up for inpatient and outpatient visit types.
Patient Facts Study Results II: PAQS Query 3
Created:2025-05-30Affiliation:PEDSnet Data Coordinating Center
The results of a Patient Facts check using Single Site, Exploratory, Longitudinal parameters. This check investigates the median fact count per patient for inpatient and outpatient visit types annually.

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Institutions

Related Data Quality Check

Patient-Facts: Single Site, Anomaly Detection, Longitudinal Analysis
Created:2024-06-05Affiliation:PEDSnet Data Coordinating Center
This check assesses how much clinical data is available for patients accross time (in years, months, or weeks). It provides a high level summary of anomalous/outlier clinical data for a single site. The number of clinical events per year of follow-up for each patient in a cohort is computed and stratified by visit type.

Related Study

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Creative Commons license

Except where otherwised noted, this item's license is described as a CC-BY Attribution 4.0 License.

Cite this Data Quality Result

Wieand, K. (2025, May). Patient Facts Study Results III: PAQS Query 3. [D Q Result]. PEDSpace Knowledge Bank. https://doi.org/10.24373/pdsp-686