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Measurement Disparities in Frailty Among Kidney Transplant Patients: Impact of Differential Item Functioning

Frailty is commonly measured for clinical risk stratification during transplant evaluation and is more prevalent among older, non-White kidney transplant (KT) patients. However, group differences may be partially attributable to misclassification resulting from measurement bias (differential item fu...

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Autores principales: Chu, Nadia, Gross, Alden, Chen, Xiaomeng, Xue, Qian-Li, Bandeen-Roche, Karen, Segev, Dorry, McAdams-DeMarco, Mara
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8970120/
http://dx.doi.org/10.1093/geroni/igab046.1728
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author Chu, Nadia
Gross, Alden
Chen, Xiaomeng
Xue, Qian-Li
Bandeen-Roche, Karen
Segev, Dorry
McAdams-DeMarco, Mara
author_facet Chu, Nadia
Gross, Alden
Chen, Xiaomeng
Xue, Qian-Li
Bandeen-Roche, Karen
Segev, Dorry
McAdams-DeMarco, Mara
author_sort Chu, Nadia
collection PubMed
description Frailty is commonly measured for clinical risk stratification during transplant evaluation and is more prevalent among older, non-White kidney transplant (KT) patients. However, group differences may be partially attributable to misclassification resulting from measurement bias (differential item functioning/DIF). We examined the extent that DIF affects estimates of age, sex, and race differences in frailty (physical frailty phenotype/PFP) prevalence among 4,300 candidates and 1,396 recipients. We used Multiple Indicators Multiple Causes with dichotomous indicators to assess uniform DIF in PFP criteria attributable to age (≥65vs.18-64 years), sex, and race (Black vs.White). Among candidates (mean age=55 years), 41% were female, 46% were Black, and 19% were frail. After controlling for mean frailty level, females were more likely to endorse exhaustion (OR=1.20,p=0.003), but less likely to endorse low activity (OR=0.83,p=0.01). Younger candidates were more likely to endorse weight loss (OR=1.30,p=0.005), exhaustion (OR=1.60,p<0.001), and low activity (OR=1.80,p<0.001). Black candidates were more likely to endorse exhaustion (OR=1.25,p<0.001), but less likely to endorse weakness (OR=0.79,p<0.001). Among recipients (mean age=54 years), 40% were female, 39% were Black, and 15% were frail. Younger recipients were more likely to endorse weight loss (OR=1.55,p=0.005) and low activity (OR=1.61,p=0.02); however, no DIF was detected by sex or race. Results highlight the impact of DIF for specific PFP measures by age, sex, and race among candidates, but only by age for recipients. Further research is needed to ascertain whether candidate- and/or recipient-specific thresholds to correct for DIF could improve risk prediction and equitable access to KT for older, female, and Black candidates.
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spelling pubmed-89701202022-04-01 Measurement Disparities in Frailty Among Kidney Transplant Patients: Impact of Differential Item Functioning Chu, Nadia Gross, Alden Chen, Xiaomeng Xue, Qian-Li Bandeen-Roche, Karen Segev, Dorry McAdams-DeMarco, Mara Innov Aging Abstracts Frailty is commonly measured for clinical risk stratification during transplant evaluation and is more prevalent among older, non-White kidney transplant (KT) patients. However, group differences may be partially attributable to misclassification resulting from measurement bias (differential item functioning/DIF). We examined the extent that DIF affects estimates of age, sex, and race differences in frailty (physical frailty phenotype/PFP) prevalence among 4,300 candidates and 1,396 recipients. We used Multiple Indicators Multiple Causes with dichotomous indicators to assess uniform DIF in PFP criteria attributable to age (≥65vs.18-64 years), sex, and race (Black vs.White). Among candidates (mean age=55 years), 41% were female, 46% were Black, and 19% were frail. After controlling for mean frailty level, females were more likely to endorse exhaustion (OR=1.20,p=0.003), but less likely to endorse low activity (OR=0.83,p=0.01). Younger candidates were more likely to endorse weight loss (OR=1.30,p=0.005), exhaustion (OR=1.60,p<0.001), and low activity (OR=1.80,p<0.001). Black candidates were more likely to endorse exhaustion (OR=1.25,p<0.001), but less likely to endorse weakness (OR=0.79,p<0.001). Among recipients (mean age=54 years), 40% were female, 39% were Black, and 15% were frail. Younger recipients were more likely to endorse weight loss (OR=1.55,p=0.005) and low activity (OR=1.61,p=0.02); however, no DIF was detected by sex or race. Results highlight the impact of DIF for specific PFP measures by age, sex, and race among candidates, but only by age for recipients. Further research is needed to ascertain whether candidate- and/or recipient-specific thresholds to correct for DIF could improve risk prediction and equitable access to KT for older, female, and Black candidates. Oxford University Press 2021-12-17 /pmc/articles/PMC8970120/ http://dx.doi.org/10.1093/geroni/igab046.1728 Text en © The Author(s) 2021. Published by Oxford University Press on behalf of The Gerontological Society of America. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) ), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Abstracts
Chu, Nadia
Gross, Alden
Chen, Xiaomeng
Xue, Qian-Li
Bandeen-Roche, Karen
Segev, Dorry
McAdams-DeMarco, Mara
Measurement Disparities in Frailty Among Kidney Transplant Patients: Impact of Differential Item Functioning
title Measurement Disparities in Frailty Among Kidney Transplant Patients: Impact of Differential Item Functioning
title_full Measurement Disparities in Frailty Among Kidney Transplant Patients: Impact of Differential Item Functioning
title_fullStr Measurement Disparities in Frailty Among Kidney Transplant Patients: Impact of Differential Item Functioning
title_full_unstemmed Measurement Disparities in Frailty Among Kidney Transplant Patients: Impact of Differential Item Functioning
title_short Measurement Disparities in Frailty Among Kidney Transplant Patients: Impact of Differential Item Functioning
title_sort measurement disparities in frailty among kidney transplant patients: impact of differential item functioning
topic Abstracts
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8970120/
http://dx.doi.org/10.1093/geroni/igab046.1728
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