Cohort Attrition Study Results I: PAQS Query 3


dc.contributor.authorWieand, Kaleigh
dc.contributor.otherPEDSnet Data Coordinating Center
dc.date.accessioned2026-04-21T17:27:12Z
dc.date.created2025-05-30
dc.description- When starting at step 0, several C13 sites have anomalously low levels of patient retention throughout the attrition. This is likely due to significant drops in the early steps of the attrition, as these anomalies are not seen as evidently when starting at step 3. - C7 sites are highly anomalous, which is expected given that these are pediatric institutions which may not have as high a prevalence of Type II Diabetes as institutions who also have adult populations.
dc.description.abstractThe results of a Cohort Attrition check using the Multi-Site, Anomaly Detection, Cross-Sectional parameters. This check investigates whether there were anomalous levels of patient retention when compared to the starting step (either step 0 or step 3) in a cohort of Type II Diabetes patients.
dc.identifier.urihttps://hdl.handle.net/20.500.14642/1599
dc.identifier.urihttps://doi.org/10.24373/pdsp-647
dc.publisherPEDSnet
dc.rightsa CC-BY Attribution 4.0 license.
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/
dc.subjectPerson-Level Analysis
dc.subjectCross-Sectional Analysis
dc.subjectMulti-Site Analysis
dc.subjectData Anomaly Method
dc.subject.meshDiabetes Mellitus, Type 2
dc.titleCohort Attrition Study Results I: PAQS Query 3
dc.typestudy
dspace.entity.typeDQResult
local.admin.notePCORnet v61
local.description.outcomesStudy team did not conduct further investigation or data intervention in response to these results because this was a demonstration project.
local.dqcheck.outcomesNo Interventions
local.dqcheck.resultobsAnomalies Observed
local.dqcheck.resultobsUnexpected Patient Retention
local.subject.DataModelPCORnet Data Model
local.subject.DataProvPCORnet Data Source
relation.isDQCheckOfDQResult70fff8a5-b6f6-4996-acfe-00ab6a7a0639
relation.isDQCheckOfDQResult.latestForDiscovery70fff8a5-b6f6-4996-acfe-00ab6a7a0639
relation.isDQResultOfDQResult0399ac85-3a67-47c9-b861-009996d70bfc
relation.isDQResultOfDQResult.latestForDiscovery0399ac85-3a67-47c9-b861-009996d70bfc
relation.isStudyOfDQResult5b6e5006-01dc-46b1-90ee-21dabf8122f2
relation.isStudyOfDQResult.latestForDiscovery5b6e5006-01dc-46b1-90ee-21dabf8122f2

Files

Original bundle

Now showing 1 - 2 of 2
Loading...
Thumbnail Image
Name:
ca_ms_anom_cs_step0.csv
Size:
272.02 KB
Format:
Comma-Separated Values
Loading...
Thumbnail Image
Name:
ca_ms_anom_cs_step3.csv
Size:
185.32 KB
Format:
Comma-Separated Values

Domains