Clinical Events and Specialty Agreements Study Results II: PAQS Query 3
| dc.contributor.author | Wieand, Kaleigh |
| dc.contributor.other | PEDSnet Data Coordinating Center |
| dc.date.accessioned | 2026-04-21T19:36:03Z |
| dc.date.created | 2025-05-30 |
| dc.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. - For many sites, Family Medicine, Internal Medicine, and Other were often the most commonly utilized specialties in this cohort, which could indicate a lack of specialty granularity or that patients more often see generalists rather than specialists to manage their care. In sites with more granular mappings, Endocrinology and Podiatry were commonly utilized. - Specialty utilization is often anomalous in the pregnancy diagnosis cluster, as this subgroup of patients often has different patterns of care compared to a more general population. This was often reflected with an anomalously high level of OBGYN specialties but anomalously low specialty utilization in other categories. - The opthalmic diagnosis cluster was often frequently associated with an anomalously high proportion of visits with an Opthalmology specialist. - The Musculoskeletal/Dermatologic cluster was occasionally associated with an anomalously high proportion of visits with a surgical specialist, likely due to the need for surgical intervention to remove ulcers or other lesions. |
| dc.description.abstract | The results of a Clinical Events and Specialty Agreement check using the Single Site, Anomaly Detection, Cross-Sectional parameters. This check investigates anomalous specialty utilization for visits where different clusters of Type II Diabetes diagnoses were recorded. |
| dc.identifier.uri | https://hdl.handle.net/20.500.14642/1624 |
| dc.identifier.uri | https://doi.org/10.24373/pdsp-671 |
| dc.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. |
| dc.publisher | PEDSnet |
| dc.rights | a CC-BY Attribution 4.0 License. |
| dc.rights.uri | https://creativecommons.org/licenses/by/4.0/ |
| dc.subject | Cross-Sectional Analysis |
| dc.subject | Single-Site Analysis |
| dc.subject | Data Anomaly Method |
| dc.subject.mesh | Diabetes Mellitus, Type 2 |
| dc.subject.mesh | Nutritional and Metabolic Diseases |
| dc.title | Clinical Events and Specialty Agreements Study Results II: PAQS Query 3 |
| dc.type | study |
| dspace.entity.type | DQResult |
| local.admin.note | PCORnet v61 |
| local.description.outcomes | Study team did not conduct further investigation or data intervention in response to these results because this was a demonstration project. |
| local.dqcheck.outcomes | No Interventions |
| local.dqcheck.resultobs | Disparate Site Behavior |
| local.dqcheck.resultobs | Anomalies Observed |
| local.subject.DataModel | PCORnet Data Model |
| local.subject.DataProv | PCORnet Data Source |
| relation.isDQCheckOfDQResult | fa2166b4-30c9-4067-81f4-c62e28985839 |
| relation.isDQCheckOfDQResult.latestForDiscovery | fa2166b4-30c9-4067-81f4-c62e28985839 |
| relation.isDQResultOfDQResult | f9da1e17-6dc2-4b77-9853-fd53b6e65e6a |
| relation.isDQResultOfDQResult.latestForDiscovery | f9da1e17-6dc2-4b77-9853-fd53b6e65e6a |
| relation.isStudyOfDQResult | 5b6e5006-01dc-46b1-90ee-21dabf8122f2 |
| relation.isStudyOfDQResult.latestForDiscovery | 5b6e5006-01dc-46b1-90ee-21dabf8122f2 |