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The Reliability of Patient Self-reported Utilization in an Inflammatory Bowel Diseases Learning Health System

BACKGROUND: Inflammatory bowel disease (IBD) care is beset with substantial practice variation. Learning health systems (LHSs) aim to learn from this variation and improve quality of care by sharing feedback and improvement strategies within the LHS. Obtaining accurate information on outcomes and qu...

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Autores principales: van Deen, Welmoed K, Freundlich, Noah, Kwon, Michelle H, Patel, Devin B, Crate, Damara J, Oberai, Ridhima, Shah, Samir A, Hwang, Caroline, Weaver, S Alandra, Siegel, Corey A, Melmed, Gil Y
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9802108/
https://www.ncbi.nlm.nih.gov/pubmed/36776667
http://dx.doi.org/10.1093/crocol/otab031
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author van Deen, Welmoed K
Freundlich, Noah
Kwon, Michelle H
Patel, Devin B
Crate, Damara J
Oberai, Ridhima
Shah, Samir A
Hwang, Caroline
Weaver, S Alandra
Siegel, Corey A
Melmed, Gil Y
author_facet van Deen, Welmoed K
Freundlich, Noah
Kwon, Michelle H
Patel, Devin B
Crate, Damara J
Oberai, Ridhima
Shah, Samir A
Hwang, Caroline
Weaver, S Alandra
Siegel, Corey A
Melmed, Gil Y
author_sort van Deen, Welmoed K
collection PubMed
description BACKGROUND: Inflammatory bowel disease (IBD) care is beset with substantial practice variation. Learning health systems (LHSs) aim to learn from this variation and improve quality of care by sharing feedback and improvement strategies within the LHS. Obtaining accurate information on outcomes and quality of care is a priority for LHS, which often includes patients’ self-reported data. While prior work has shown that patients can accurately report their diagnosis and surgical history, little is known about their ability to self-report recent healthcare utilization, medication use, and vaccination status. METHODS: We compared patient self-reported data within the IBD Qorus LHS regarding recent IBD-related emergency department (ED) visits, hospitalizations, computerized tomography (CT) scans, corticosteroid use, opioid use, influenza vaccinations, and pneumococcal vaccinations with electronic health record (EHR) data. RESULTS: We compared 328 patient self-reports to data extracted from the EHR. Sensitivity was moderate-to-high for ED visits, hospitalizations, and CT scans (76%, 87%, and 87%, respectively), sensitivity was lower for medication use with 71% sensitivity for corticosteroid use and only 50% sensitivity for self-reported use of opioids. Vaccinations were reported with high sensitivity, but overall agreement was low as many patients reported vaccinations that were not registered in the EHR. CONCLUSIONS: Self-reported IBD-related ED visits, hospitalizations, and CT scans are reported with high sensitivity and accuracy. Medication use, and in particular opioid use, is less reliably reported. Vaccination self-report is likely more accurate than EHR data as many vaccinations are not accurately registered.
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spelling pubmed-98021082023-02-10 The Reliability of Patient Self-reported Utilization in an Inflammatory Bowel Diseases Learning Health System van Deen, Welmoed K Freundlich, Noah Kwon, Michelle H Patel, Devin B Crate, Damara J Oberai, Ridhima Shah, Samir A Hwang, Caroline Weaver, S Alandra Siegel, Corey A Melmed, Gil Y Crohns Colitis 360 Observations and Research BACKGROUND: Inflammatory bowel disease (IBD) care is beset with substantial practice variation. Learning health systems (LHSs) aim to learn from this variation and improve quality of care by sharing feedback and improvement strategies within the LHS. Obtaining accurate information on outcomes and quality of care is a priority for LHS, which often includes patients’ self-reported data. While prior work has shown that patients can accurately report their diagnosis and surgical history, little is known about their ability to self-report recent healthcare utilization, medication use, and vaccination status. METHODS: We compared patient self-reported data within the IBD Qorus LHS regarding recent IBD-related emergency department (ED) visits, hospitalizations, computerized tomography (CT) scans, corticosteroid use, opioid use, influenza vaccinations, and pneumococcal vaccinations with electronic health record (EHR) data. RESULTS: We compared 328 patient self-reports to data extracted from the EHR. Sensitivity was moderate-to-high for ED visits, hospitalizations, and CT scans (76%, 87%, and 87%, respectively), sensitivity was lower for medication use with 71% sensitivity for corticosteroid use and only 50% sensitivity for self-reported use of opioids. Vaccinations were reported with high sensitivity, but overall agreement was low as many patients reported vaccinations that were not registered in the EHR. CONCLUSIONS: Self-reported IBD-related ED visits, hospitalizations, and CT scans are reported with high sensitivity and accuracy. Medication use, and in particular opioid use, is less reliably reported. Vaccination self-report is likely more accurate than EHR data as many vaccinations are not accurately registered. Oxford University Press 2021-06-09 /pmc/articles/PMC9802108/ /pubmed/36776667 http://dx.doi.org/10.1093/crocol/otab031 Text en © The Author(s) 2021. Published by Oxford University Press on behalf of Crohn's & Colitis Foundation. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) ), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
spellingShingle Observations and Research
van Deen, Welmoed K
Freundlich, Noah
Kwon, Michelle H
Patel, Devin B
Crate, Damara J
Oberai, Ridhima
Shah, Samir A
Hwang, Caroline
Weaver, S Alandra
Siegel, Corey A
Melmed, Gil Y
The Reliability of Patient Self-reported Utilization in an Inflammatory Bowel Diseases Learning Health System
title The Reliability of Patient Self-reported Utilization in an Inflammatory Bowel Diseases Learning Health System
title_full The Reliability of Patient Self-reported Utilization in an Inflammatory Bowel Diseases Learning Health System
title_fullStr The Reliability of Patient Self-reported Utilization in an Inflammatory Bowel Diseases Learning Health System
title_full_unstemmed The Reliability of Patient Self-reported Utilization in an Inflammatory Bowel Diseases Learning Health System
title_short The Reliability of Patient Self-reported Utilization in an Inflammatory Bowel Diseases Learning Health System
title_sort reliability of patient self-reported utilization in an inflammatory bowel diseases learning health system
topic Observations and Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9802108/
https://www.ncbi.nlm.nih.gov/pubmed/36776667
http://dx.doi.org/10.1093/crocol/otab031
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