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Distinct healthcare utilization profiles of high healthcare use tuberculosis survivors: A latent class analysis

BACKGROUND: Recent data have demonstrated that healthcare use after treatment for respiratory tuberculosis (TB) remains elevated in the years following treatment completion. However, it remains unclear which TB survivors are high healthcare users and whether any variation exists within this populati...

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Autores principales: Romanowski, Kamila, Karim, Mohammad Ehsanul, Gilbert, Mark, Cook, Victoria J., Johnston, James C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10513257/
https://www.ncbi.nlm.nih.gov/pubmed/37733730
http://dx.doi.org/10.1371/journal.pone.0291997
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author Romanowski, Kamila
Karim, Mohammad Ehsanul
Gilbert, Mark
Cook, Victoria J.
Johnston, James C.
author_facet Romanowski, Kamila
Karim, Mohammad Ehsanul
Gilbert, Mark
Cook, Victoria J.
Johnston, James C.
author_sort Romanowski, Kamila
collection PubMed
description BACKGROUND: Recent data have demonstrated that healthcare use after treatment for respiratory tuberculosis (TB) remains elevated in the years following treatment completion. However, it remains unclear which TB survivors are high healthcare users and whether any variation exists within this population. Thus, the primary objective of this study was to identify distinct profiles of high healthcare-use TB survivors to help inform post-treatment support and care. METHODS: Using linked health administrative data from British Columbia, Canada, we identified foreign-born individuals who completed treatment for incident respiratory TB between 1990 and 2019. We defined high healthcare-use TB survivors as those in the top 10% of annual emergency department visits, hospital admissions, or general practitioner visits among the study population during the five-year period immediately following TB treatment completion. We then used latent class analysis to categorize the identified high healthcare-use TB survivors into subgroups. RESULTS: Of the 1,240 people who completed treatment for respiratory TB, 258 (20.8%) people were identified as high post- TB healthcare users. Latent class analysis results in a 2-class solution. Class 1 (n = 196; 76.0%) included older individuals (median age 71.0; IQR 59.8, 79.0) with a higher probability of pre-existing hypertension and diabetes (41.3% and 33.2%, respectively). Class 2 (n = 62; 24.0%) comprised of younger individuals (median age 31.0; IQR 27.0, 41.0) with a high probability (61.3%) of immigrating to Canada within five years of their TB diagnosis and a low probability (11.3%) of moderate to high continuity of primary care. DISCUSSION: Our findings suggest that foreign-born high healthcare-use TB survivors in a high-resource setting may be categorized into distinct profiles to help guide the development of person-centred care strategies targeting the long-term health impacts TB survivors face.
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spelling pubmed-105132572023-09-22 Distinct healthcare utilization profiles of high healthcare use tuberculosis survivors: A latent class analysis Romanowski, Kamila Karim, Mohammad Ehsanul Gilbert, Mark Cook, Victoria J. Johnston, James C. PLoS One Research Article BACKGROUND: Recent data have demonstrated that healthcare use after treatment for respiratory tuberculosis (TB) remains elevated in the years following treatment completion. However, it remains unclear which TB survivors are high healthcare users and whether any variation exists within this population. Thus, the primary objective of this study was to identify distinct profiles of high healthcare-use TB survivors to help inform post-treatment support and care. METHODS: Using linked health administrative data from British Columbia, Canada, we identified foreign-born individuals who completed treatment for incident respiratory TB between 1990 and 2019. We defined high healthcare-use TB survivors as those in the top 10% of annual emergency department visits, hospital admissions, or general practitioner visits among the study population during the five-year period immediately following TB treatment completion. We then used latent class analysis to categorize the identified high healthcare-use TB survivors into subgroups. RESULTS: Of the 1,240 people who completed treatment for respiratory TB, 258 (20.8%) people were identified as high post- TB healthcare users. Latent class analysis results in a 2-class solution. Class 1 (n = 196; 76.0%) included older individuals (median age 71.0; IQR 59.8, 79.0) with a higher probability of pre-existing hypertension and diabetes (41.3% and 33.2%, respectively). Class 2 (n = 62; 24.0%) comprised of younger individuals (median age 31.0; IQR 27.0, 41.0) with a high probability (61.3%) of immigrating to Canada within five years of their TB diagnosis and a low probability (11.3%) of moderate to high continuity of primary care. DISCUSSION: Our findings suggest that foreign-born high healthcare-use TB survivors in a high-resource setting may be categorized into distinct profiles to help guide the development of person-centred care strategies targeting the long-term health impacts TB survivors face. Public Library of Science 2023-09-21 /pmc/articles/PMC10513257/ /pubmed/37733730 http://dx.doi.org/10.1371/journal.pone.0291997 Text en © 2023 Romanowski et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Romanowski, Kamila
Karim, Mohammad Ehsanul
Gilbert, Mark
Cook, Victoria J.
Johnston, James C.
Distinct healthcare utilization profiles of high healthcare use tuberculosis survivors: A latent class analysis
title Distinct healthcare utilization profiles of high healthcare use tuberculosis survivors: A latent class analysis
title_full Distinct healthcare utilization profiles of high healthcare use tuberculosis survivors: A latent class analysis
title_fullStr Distinct healthcare utilization profiles of high healthcare use tuberculosis survivors: A latent class analysis
title_full_unstemmed Distinct healthcare utilization profiles of high healthcare use tuberculosis survivors: A latent class analysis
title_short Distinct healthcare utilization profiles of high healthcare use tuberculosis survivors: A latent class analysis
title_sort distinct healthcare utilization profiles of high healthcare use tuberculosis survivors: a latent class analysis
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10513257/
https://www.ncbi.nlm.nih.gov/pubmed/37733730
http://dx.doi.org/10.1371/journal.pone.0291997
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