Patient Facts Study Results II: PAQS Query 3


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PEDSnet

Abstract

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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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 median number of facts associated with outpatient visits has a slight downward trend across the time series.
  • Inpatient visits typically have a higher fact density than outpatient visits, with the most dense fact type typically being either procedures or medications.
  • Longitudinal trends are generally stable across the 5 year period, with only occasional non-linear patterns.

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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Vocabulary

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 III: PAQS Query 3
Created:2025-05-30Affiliation:PEDSnet Data Coordinating Center
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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Institutions

Related Data Quality Check

Patient-Facts: Single Site, Exploratory, Longitudinal Analysis
Created:2024-06-05Affiliation:PEDSnet Data Coordinating Center
This check assesses how much clinical data is available for patients accross time. It provides a high level summary of 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

Related Publications

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 II: PAQS Query 3. [D Q Result]. PEDSpace Knowledge Bank. https://doi.org/10.24373/pdsp-685