The Utility of Study Insight Analytics (SIA) Algorithms in Identifying Scoring Error Risks in the Clinical Dementia Rating scale (CDR)

The present study, using a large, aggregated dataset across multiple AD trials, demonstrated the utility of SIA algorithms in detecting data inconsistencies that help identify problematic assessments in CDR. The very strong association between flags triggered and error rates suggests that the algorithms can serve as a proxy for identifying assessments that are predictive of scoring errors and to surface these assessments for review/remediation.

Authors

Publication Details

Journal
Alzheimer s & Dementia
Published
2024-12-01
DOI
https://doi.org/10.1002/alz.085766
Primary Topic
Health Systems, Economic Evaluations, Quality of Life
Type
article
Field-Weighted Citation Impact
0.00
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article

The Utility of Study Insight Analytics (SIA) Algorithms in Identifying Scoring Error Risks in the Clinical Dementia Rating scale (CDR)

Selam Negash, Raymond Blattner, Christopher Randolph, Barbara Echevarria
Alzheimer s & Dementia
Health Systems, Economic Evaluations, Quality of Life
article

The Utility of Study Insight Analytics (SIA) Algorithms in Identifying Scoring Error Risks in the Clinical Dementia Rating scale (CDR)

Selam Negash, Raymond Blattner, Christopher Randolph, Barbara Echevarria
article en

Abstract

The present study, using a large, aggregated dataset across multiple AD trials, demonstrated the utility of SIA algorithms in detecting data inconsistencies that help identify problematic assessments in CDR. The very strong association between flags triggered and error rates suggests that the algorithms can serve as a proxy for identifying assessments that are predictive of scoring errors and to surface these assessments for review/remediation.

Alzheimer s & DementiaVol. 20(S3)
Openalex Percentile: Top 70%
Health Systems, Economic Evaluations, Quality of Life
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