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Health Service Utilization Patterns Among Adults With Congenital Heart Disease: A Population‐Based Study
BACKGROUND: Several studies have examined hospitalizations among patients with adult congenital heart disease (ACHD). Few investigated other services or utilization patterns. Our aim was to study service utilization patterns and predictors among patients with ACHD. METHODS AND RESULTS: We identified...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7955316/ https://www.ncbi.nlm.nih.gov/pubmed/33432841 http://dx.doi.org/10.1161/JAHA.120.018037 |
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author | Benderly, Michal Buber, Jonathan Kalter‐Leibovici, Ofra Blieden, Leonard Dadashev, Alexander Lorber, Avraham Nir, Amiram Yalonetsky, Sergei Chodick, Gabriel Weitzman, Dahlia Balicer, Ran Mazor Dray, Efrat Murad, Havi Razon, Yaron Hirsch, Rafael |
author_facet | Benderly, Michal Buber, Jonathan Kalter‐Leibovici, Ofra Blieden, Leonard Dadashev, Alexander Lorber, Avraham Nir, Amiram Yalonetsky, Sergei Chodick, Gabriel Weitzman, Dahlia Balicer, Ran Mazor Dray, Efrat Murad, Havi Razon, Yaron Hirsch, Rafael |
author_sort | Benderly, Michal |
collection | PubMed |
description | BACKGROUND: Several studies have examined hospitalizations among patients with adult congenital heart disease (ACHD). Few investigated other services or utilization patterns. Our aim was to study service utilization patterns and predictors among patients with ACHD. METHODS AND RESULTS: We identified 11 653 patients with ACHD aged ≥18 years (median, 47 years), through electronic records of 2 large Israeli healthcare providers (2007–2011). The association between patient, disease, and sociogeographic characteristics and healthcare resource utilization were modeled as recurrent events accounting for the competing death risk. Patients with ACHD had high healthcare utilization rates compared with the general population. The highest standardized service utilization ratios (SSRs) were found among patients with complex congenital heart disease including primary care visits (SSR, 1.53; 95% CI, 1.47–1.58), cardiology outpatient visits (SSR, 5.17; 95% CI, 4.69–5.64), hospitalizations (SSR, 6.68; 95% CI, 5.82–7.54), and days in hospital (SSR, 15.37; 95% CI, 14.61–16.12). Adjusted resource utilization hazard increased with increasing lesion complexity. Hazard ratios (HRs) for complex versus simple disease were: primary care (HR, 1.14; 95% CI, 1.06–1.23); cardiology outpatient visits (HR, 1.40; 95% CI, 1.24–1.59); emergency department visits (HR, 1.19; 95% CI, 1.02–1.39); and hospitalizations (HR, 1.75; 95% CI, 1.49–2.05). Effects attenuated with age for cardiology outpatient visits and hospitalizations and increased for emergency department visits. Female sex, geographic periphery, and ethnic minority were associated with more primary care visits, and female sex (HR versus men, 0.89 [95% CI, 0.84–0.94]) and periphery (HR, 0.72 [95% CI, 0.58–0.90] for very peripheral versus very central) were associated with fewer cardiology visits. Arab minority patients also had high hospitalization rates compared with the majority group of Jewish or other patients. CONCLUSIONS: Healthcare utilization rates were high among patients with ACHD. Female sex, geographic periphery, and ethnicity were associated with less optimal service utilization patterns. Further research should examine strategies to optimize service utilization in these groups. |
format | Online Article Text |
id | pubmed-7955316 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-79553162021-03-17 Health Service Utilization Patterns Among Adults With Congenital Heart Disease: A Population‐Based Study Benderly, Michal Buber, Jonathan Kalter‐Leibovici, Ofra Blieden, Leonard Dadashev, Alexander Lorber, Avraham Nir, Amiram Yalonetsky, Sergei Chodick, Gabriel Weitzman, Dahlia Balicer, Ran Mazor Dray, Efrat Murad, Havi Razon, Yaron Hirsch, Rafael J Am Heart Assoc Original Research BACKGROUND: Several studies have examined hospitalizations among patients with adult congenital heart disease (ACHD). Few investigated other services or utilization patterns. Our aim was to study service utilization patterns and predictors among patients with ACHD. METHODS AND RESULTS: We identified 11 653 patients with ACHD aged ≥18 years (median, 47 years), through electronic records of 2 large Israeli healthcare providers (2007–2011). The association between patient, disease, and sociogeographic characteristics and healthcare resource utilization were modeled as recurrent events accounting for the competing death risk. Patients with ACHD had high healthcare utilization rates compared with the general population. The highest standardized service utilization ratios (SSRs) were found among patients with complex congenital heart disease including primary care visits (SSR, 1.53; 95% CI, 1.47–1.58), cardiology outpatient visits (SSR, 5.17; 95% CI, 4.69–5.64), hospitalizations (SSR, 6.68; 95% CI, 5.82–7.54), and days in hospital (SSR, 15.37; 95% CI, 14.61–16.12). Adjusted resource utilization hazard increased with increasing lesion complexity. Hazard ratios (HRs) for complex versus simple disease were: primary care (HR, 1.14; 95% CI, 1.06–1.23); cardiology outpatient visits (HR, 1.40; 95% CI, 1.24–1.59); emergency department visits (HR, 1.19; 95% CI, 1.02–1.39); and hospitalizations (HR, 1.75; 95% CI, 1.49–2.05). Effects attenuated with age for cardiology outpatient visits and hospitalizations and increased for emergency department visits. Female sex, geographic periphery, and ethnic minority were associated with more primary care visits, and female sex (HR versus men, 0.89 [95% CI, 0.84–0.94]) and periphery (HR, 0.72 [95% CI, 0.58–0.90] for very peripheral versus very central) were associated with fewer cardiology visits. Arab minority patients also had high hospitalization rates compared with the majority group of Jewish or other patients. CONCLUSIONS: Healthcare utilization rates were high among patients with ACHD. Female sex, geographic periphery, and ethnicity were associated with less optimal service utilization patterns. Further research should examine strategies to optimize service utilization in these groups. John Wiley and Sons Inc. 2021-01-12 /pmc/articles/PMC7955316/ /pubmed/33432841 http://dx.doi.org/10.1161/JAHA.120.018037 Text en © 2021 The Authors. Published on behalf of the American Heart Association, Inc., by Wiley. This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made. |
spellingShingle | Original Research Benderly, Michal Buber, Jonathan Kalter‐Leibovici, Ofra Blieden, Leonard Dadashev, Alexander Lorber, Avraham Nir, Amiram Yalonetsky, Sergei Chodick, Gabriel Weitzman, Dahlia Balicer, Ran Mazor Dray, Efrat Murad, Havi Razon, Yaron Hirsch, Rafael Health Service Utilization Patterns Among Adults With Congenital Heart Disease: A Population‐Based Study |
title | Health Service Utilization Patterns Among Adults With Congenital Heart Disease: A Population‐Based Study |
title_full | Health Service Utilization Patterns Among Adults With Congenital Heart Disease: A Population‐Based Study |
title_fullStr | Health Service Utilization Patterns Among Adults With Congenital Heart Disease: A Population‐Based Study |
title_full_unstemmed | Health Service Utilization Patterns Among Adults With Congenital Heart Disease: A Population‐Based Study |
title_short | Health Service Utilization Patterns Among Adults With Congenital Heart Disease: A Population‐Based Study |
title_sort | health service utilization patterns among adults with congenital heart disease: a population‐based study |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7955316/ https://www.ncbi.nlm.nih.gov/pubmed/33432841 http://dx.doi.org/10.1161/JAHA.120.018037 |
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