Expected Variables Present Study Results I: PAQS Query 3


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dc.contributor.authorWieand, Kaleigh
dc.contributor.otherPEDSnet Data Coordinating Center
dc.date.accessioned2026-04-21T19:36:05Z
dc.date.created2025-05-30
dc.description- These results highlight key areas where a pediatric population deviates from a more general or adult focused population. Pediatric sites (C7) typically have much lower rated of CKD, but there is higher prevalence of high Hba1c values and, in some cases, ketoacidosis. - Other sites generally have similar variable population levels, with some exceptions. These exceptions could be due to characteristics of the population served at these institutions or due to incomplete capture by our concept sets.
dc.description.abstractThe results of an Expected Variables Present check using the Multi-Site, Exploratory, Cross-Sectional parameters. This check probes the presence of key variables related to diabetes: stroke, second-line antidiabetics, ketoacidosis, an Hba1c > 8%, elevated blood pressure, and CKD.
dc.identifier.urihttps://hdl.handle.net/20.500.14642/1630
dc.identifier.urihttps://doi.org/10.24373/pdsp-677
dc.provenanceThis 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.
dc.publisherPEDSnet
dc.rightsa CC-BY Attribution 4.0 License.
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/
dc.subjectCross-Sectional Analysis
dc.subjectMulti-Site Analysis
dc.subjectExploratory Analysis
dc.subject.meshDiabetes Mellitus, Type 2
dc.subject.meshNutritional and Metabolic Diseases
dc.subject.meshStroke
dc.subject.meshHypoglycemic Agents
dc.subject.meshDiabetic Ketoacidosis
dc.subject.meshGlycated Hemoglobin
dc.subject.meshHypertension
dc.subject.meshRenal Insufficiency, Chronic
dc.titleExpected Variables Present 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.resultobsDisparate Site Behavior
local.dqcheck.resultobsExpected Variable Proportion
local.subject.DataModelPCORnet Data Model
local.subject.DataProvPCORnet Data Source
relation.isDQCheckOfDQResult54a33e7d-091b-4572-9a4a-70968c96f0d9
relation.isDQCheckOfDQResult.latestForDiscovery54a33e7d-091b-4572-9a4a-70968c96f0d9
relation.isDQResultOfDQResult304ff83c-5cb2-4e9a-8f50-d312f4d6e8c7
relation.isDQResultOfDQResultd872868e-af25-4fdc-9f60-717320d82f3b
relation.isDQResultOfDQResult.latestForDiscovery304ff83c-5cb2-4e9a-8f50-d312f4d6e8c7
relation.isStudyOfDQResult5b6e5006-01dc-46b1-90ee-21dabf8122f2
relation.isStudyOfDQResult.latestForDiscovery5b6e5006-01dc-46b1-90ee-21dabf8122f2

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