Expected Variables Present Study Results I: PRESERVE


Created

Loading...
Thumbnail Image

Last Modified

Findings

Tags



Domain

Publisher

PEDSnet

Abstract

The results of an Expected Variables Present check using the Single Site, Exploratory, Cross-Sectional parameters. This check assesses the proportion of patients with several study variables, like ABPM and census tract information.

Funder(s)

Provenance

This data quality check was run on a database extracted from the The Preserving Kidney Function in Children With CKD (PRESERVE) Study. These results were not used for the study, but rather run on the study data after analysis was conducted as part of an SSQDA demonstration project.

Description

  • Most patients (~94%) have at least one instance of an address geocoded to the census tract level, which aligns with expectations and indicates geocode related analyses will be feasible.
  • Smaller portions of the cohort have evidence of other variables, like ABPM or kidney transplant, but these are expected to be rarer events within this patient pool so results align with expectations.

Response to Findings

Study team did not conduct further investigation or data intervention in response to these results because this was a demonstration project intended to highlight the functionality of the SQUBA tool.

Clinical Subjects Headings

Development Code

Vocabulary

Related Data Quality Results

Expected Variables Present Study Results II: PRESERVE
Created:2025-04-08Affiliation:PEDSnet Data Coordinating Center
The results of an Expected Variables Present check using the Multi-Site, Anomaly Detection, Cross-Sectional parameters. This check assesses anomalous proportions of patients with several study variables, like ABPM and census tract information.
Expected Variables Present Study Results III: PRESERVE
Created:2025-04-08Affiliation:PEDSnet Data Coordinating Center
The results of an Expected Variables Present check using the Multi-Site, Anomaly Detection, Longitudinal parameters. This check assesses anomalous proportions of patients with several study variables, like ABPM and census tract information.

Data Source

Institutions

Related Data Quality Check

Expected Variables Present: Single Site, Exploratory, Cross-Sectional Analysis
Created:2024-06-05Affiliation:PEDSnet Data Coordinating Center
This check provides analyses for a single site. It generates a screenshot proportion of patients who have a given variable to evaluate whether expected concepts are present in a dataset of interest.

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, April). Expected Variables Present Study Results I: PRESERVE. [D Q Result]. PEDSpace Knowledge Bank. https://doi.org/10.24373/pdsp-654