Cargando…
Validity of the LACE index for identifying frequent early readmissions after hospital discharge in children
The LACE index scoring tool has been designed to predict hospital readmissions in adults. We aimed to evaluate the ability of the LACE index to identify children at risk of frequent readmissions. We analysed data from alive-discharge episodes (1 April 2017 to 31 March 2019) for 6546 males and 5875 f...
Autores principales: | , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8032568/ https://www.ncbi.nlm.nih.gov/pubmed/33449219 http://dx.doi.org/10.1007/s00431-021-03929-z |
_version_ | 1783676233998925824 |
---|---|
author | Han, Thang S Fluck, David Fry, Christopher H |
author_facet | Han, Thang S Fluck, David Fry, Christopher H |
author_sort | Han, Thang S |
collection | PubMed |
description | The LACE index scoring tool has been designed to predict hospital readmissions in adults. We aimed to evaluate the ability of the LACE index to identify children at risk of frequent readmissions. We analysed data from alive-discharge episodes (1 April 2017 to 31 March 2019) for 6546 males and 5875 females from birth to 18 years. The LACE index predicted frequent all-cause readmissions within 28 days of hospital discharge with high accuracy: the area under the curve = 86.9% (95% confidence interval = 84.3–89.5%, p < 0.001). Two-graph receiver operating characteristic curve analysis revealed the LACE index cutoff to be 4.3, where sensitivity equals specificity, to predict frequent readmissions. Compared with those with a LACE index score = 0–4 (event rates, 0.3%), those with a score > 4 (event rates, 3.7%) were at increased risk of frequent readmissions: age- and sex-adjusted odds ratio = 12.4 (95% confidence interval = 8.0–19.2, p < 0.001) and death within 30 days of discharge: OR = 5.0 (95% CI = 1.5–16.7). The ORs for frequent readmissions were between 6 and 14 for children of different age categories (neonate, infant, young child and adolescent), except for patients in the child category (6–12 years) where odds ratio was 2.8. Conclusion: The LACE index can be used in healthcare services to identify children at risk of frequent readmissions. Focus should be directed at individuals with a LACE index score above 4 to help reduce risk of readmissions. |
format | Online Article Text |
id | pubmed-8032568 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-80325682021-04-27 Validity of the LACE index for identifying frequent early readmissions after hospital discharge in children Han, Thang S Fluck, David Fry, Christopher H Eur J Pediatr Original Article The LACE index scoring tool has been designed to predict hospital readmissions in adults. We aimed to evaluate the ability of the LACE index to identify children at risk of frequent readmissions. We analysed data from alive-discharge episodes (1 April 2017 to 31 March 2019) for 6546 males and 5875 females from birth to 18 years. The LACE index predicted frequent all-cause readmissions within 28 days of hospital discharge with high accuracy: the area under the curve = 86.9% (95% confidence interval = 84.3–89.5%, p < 0.001). Two-graph receiver operating characteristic curve analysis revealed the LACE index cutoff to be 4.3, where sensitivity equals specificity, to predict frequent readmissions. Compared with those with a LACE index score = 0–4 (event rates, 0.3%), those with a score > 4 (event rates, 3.7%) were at increased risk of frequent readmissions: age- and sex-adjusted odds ratio = 12.4 (95% confidence interval = 8.0–19.2, p < 0.001) and death within 30 days of discharge: OR = 5.0 (95% CI = 1.5–16.7). The ORs for frequent readmissions were between 6 and 14 for children of different age categories (neonate, infant, young child and adolescent), except for patients in the child category (6–12 years) where odds ratio was 2.8. Conclusion: The LACE index can be used in healthcare services to identify children at risk of frequent readmissions. Focus should be directed at individuals with a LACE index score above 4 to help reduce risk of readmissions. Springer Berlin Heidelberg 2021-01-15 2021 /pmc/articles/PMC8032568/ /pubmed/33449219 http://dx.doi.org/10.1007/s00431-021-03929-z Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Original Article Han, Thang S Fluck, David Fry, Christopher H Validity of the LACE index for identifying frequent early readmissions after hospital discharge in children |
title | Validity of the LACE index for identifying frequent early readmissions after hospital discharge in children |
title_full | Validity of the LACE index for identifying frequent early readmissions after hospital discharge in children |
title_fullStr | Validity of the LACE index for identifying frequent early readmissions after hospital discharge in children |
title_full_unstemmed | Validity of the LACE index for identifying frequent early readmissions after hospital discharge in children |
title_short | Validity of the LACE index for identifying frequent early readmissions after hospital discharge in children |
title_sort | validity of the lace index for identifying frequent early readmissions after hospital discharge in children |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8032568/ https://www.ncbi.nlm.nih.gov/pubmed/33449219 http://dx.doi.org/10.1007/s00431-021-03929-z |
work_keys_str_mv | AT hanthangs validityofthelaceindexforidentifyingfrequentearlyreadmissionsafterhospitaldischargeinchildren AT fluckdavid validityofthelaceindexforidentifyingfrequentearlyreadmissionsafterhospitaldischargeinchildren AT frychristopherh validityofthelaceindexforidentifyingfrequentearlyreadmissionsafterhospitaldischargeinchildren |