Cargando…
Malnutrition and depression as predictors for 30-day unplanned readmission in older patient: a prospective cohort study to develop 7-point scoring system
BACKGROUND: Readmission is related to high cost, high burden, and high risk for mortality in geriatric patients. A scoring system can be developed to predict the readmission of older inpatients to perform earlier interventions and prevent readmission. METHODS: We followed prospectively inpatients ag...
Autores principales: | , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8052844/ https://www.ncbi.nlm.nih.gov/pubmed/33865312 http://dx.doi.org/10.1186/s12877-021-02198-7 |
_version_ | 1783680005672271872 |
---|---|
author | Fitriana, Ika Setiati, Siti Rizal, Edy W Istanti, Rahmi Rinaldi, Ikhwan Kojima, Taro Akishita, Masahiro Azwar, Muhammad Khifzhon |
author_facet | Fitriana, Ika Setiati, Siti Rizal, Edy W Istanti, Rahmi Rinaldi, Ikhwan Kojima, Taro Akishita, Masahiro Azwar, Muhammad Khifzhon |
author_sort | Fitriana, Ika |
collection | PubMed |
description | BACKGROUND: Readmission is related to high cost, high burden, and high risk for mortality in geriatric patients. A scoring system can be developed to predict the readmission of older inpatients to perform earlier interventions and prevent readmission. METHODS: We followed prospectively inpatients aged 60 years and older for 30 days, with initial comprehensive geriatric assessment (CGA) on admission in a tertiary referral centre. Patients were assessed with CGA tools consisting of FRAIL scale (fatigue, resistance, ambulation, illness, loss of weight), the 15-item Geriatric Depression Scale, Mini Nutritional Assessment short-form (MNA-SF), the Barthel index for activities of daily living (ADL), Charlson Comorbidity Index (CCI), caregiver burden based on 4-item Zarit Burden Index (ZBI), and cognitive problem with Abbreviated Mental Test (AMT). Demographic data, malignancy diagnosis, and number of drugs were also recorded. We excluded data of deceased patients and patients transferred to other hospitals. We conducted stepwise multivariate regression analysis to develop the scoring system. RESULTS: Thirty-day unplanned readmission rate was 37.6 %. Among 266 patients, 64.7 % of them were malnourished, and 46.5 % of them were readmitted. About 24 % were at risk for depression or having depressed mood, and 53.1 % of them were readmitted. In multivariate analysis, nutritional status (OR 2.152, 95 %CI 1.151–4.024), depression status (OR 1.884, 95 %CI 1.071–3.314), malignancy (OR 1.863 95 %CI 1.005–3.451), and functional status (OR 1.584, 95 %CI 0.885–2.835) were included in derivation of 7 score system. The scoring system had maximum score of 7 and incorporated malnutrition (2 points), depression (2 points), malignancy (2 points), and dependent functional status (1 point). A score of 3 or higher suggested 82 % probability of readmission within 30 days following discharge. Area under the curve (AUC) was 0.694 (p = 0.001). CONCLUSIONS: Malnutrition, depression, malignancy and functional problem are predictors for 30-day readmission. A practical CGA-based 7 scoring system had moderate accuracy and strong calibration in predicting 30-day unplanned readmission for older patients. |
format | Online Article Text |
id | pubmed-8052844 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-80528442021-04-19 Malnutrition and depression as predictors for 30-day unplanned readmission in older patient: a prospective cohort study to develop 7-point scoring system Fitriana, Ika Setiati, Siti Rizal, Edy W Istanti, Rahmi Rinaldi, Ikhwan Kojima, Taro Akishita, Masahiro Azwar, Muhammad Khifzhon BMC Geriatr Research BACKGROUND: Readmission is related to high cost, high burden, and high risk for mortality in geriatric patients. A scoring system can be developed to predict the readmission of older inpatients to perform earlier interventions and prevent readmission. METHODS: We followed prospectively inpatients aged 60 years and older for 30 days, with initial comprehensive geriatric assessment (CGA) on admission in a tertiary referral centre. Patients were assessed with CGA tools consisting of FRAIL scale (fatigue, resistance, ambulation, illness, loss of weight), the 15-item Geriatric Depression Scale, Mini Nutritional Assessment short-form (MNA-SF), the Barthel index for activities of daily living (ADL), Charlson Comorbidity Index (CCI), caregiver burden based on 4-item Zarit Burden Index (ZBI), and cognitive problem with Abbreviated Mental Test (AMT). Demographic data, malignancy diagnosis, and number of drugs were also recorded. We excluded data of deceased patients and patients transferred to other hospitals. We conducted stepwise multivariate regression analysis to develop the scoring system. RESULTS: Thirty-day unplanned readmission rate was 37.6 %. Among 266 patients, 64.7 % of them were malnourished, and 46.5 % of them were readmitted. About 24 % were at risk for depression or having depressed mood, and 53.1 % of them were readmitted. In multivariate analysis, nutritional status (OR 2.152, 95 %CI 1.151–4.024), depression status (OR 1.884, 95 %CI 1.071–3.314), malignancy (OR 1.863 95 %CI 1.005–3.451), and functional status (OR 1.584, 95 %CI 0.885–2.835) were included in derivation of 7 score system. The scoring system had maximum score of 7 and incorporated malnutrition (2 points), depression (2 points), malignancy (2 points), and dependent functional status (1 point). A score of 3 or higher suggested 82 % probability of readmission within 30 days following discharge. Area under the curve (AUC) was 0.694 (p = 0.001). CONCLUSIONS: Malnutrition, depression, malignancy and functional problem are predictors for 30-day readmission. A practical CGA-based 7 scoring system had moderate accuracy and strong calibration in predicting 30-day unplanned readmission for older patients. BioMed Central 2021-04-17 /pmc/articles/PMC8052844/ /pubmed/33865312 http://dx.doi.org/10.1186/s12877-021-02198-7 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Fitriana, Ika Setiati, Siti Rizal, Edy W Istanti, Rahmi Rinaldi, Ikhwan Kojima, Taro Akishita, Masahiro Azwar, Muhammad Khifzhon Malnutrition and depression as predictors for 30-day unplanned readmission in older patient: a prospective cohort study to develop 7-point scoring system |
title | Malnutrition and depression as predictors for 30-day unplanned readmission in older patient: a prospective cohort study to develop 7-point scoring system |
title_full | Malnutrition and depression as predictors for 30-day unplanned readmission in older patient: a prospective cohort study to develop 7-point scoring system |
title_fullStr | Malnutrition and depression as predictors for 30-day unplanned readmission in older patient: a prospective cohort study to develop 7-point scoring system |
title_full_unstemmed | Malnutrition and depression as predictors for 30-day unplanned readmission in older patient: a prospective cohort study to develop 7-point scoring system |
title_short | Malnutrition and depression as predictors for 30-day unplanned readmission in older patient: a prospective cohort study to develop 7-point scoring system |
title_sort | malnutrition and depression as predictors for 30-day unplanned readmission in older patient: a prospective cohort study to develop 7-point scoring system |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8052844/ https://www.ncbi.nlm.nih.gov/pubmed/33865312 http://dx.doi.org/10.1186/s12877-021-02198-7 |
work_keys_str_mv | AT fitrianaika malnutritionanddepressionaspredictorsfor30dayunplannedreadmissioninolderpatientaprospectivecohortstudytodevelop7pointscoringsystem AT setiatisiti malnutritionanddepressionaspredictorsfor30dayunplannedreadmissioninolderpatientaprospectivecohortstudytodevelop7pointscoringsystem AT rizaledyw malnutritionanddepressionaspredictorsfor30dayunplannedreadmissioninolderpatientaprospectivecohortstudytodevelop7pointscoringsystem AT istantirahmi malnutritionanddepressionaspredictorsfor30dayunplannedreadmissioninolderpatientaprospectivecohortstudytodevelop7pointscoringsystem AT rinaldiikhwan malnutritionanddepressionaspredictorsfor30dayunplannedreadmissioninolderpatientaprospectivecohortstudytodevelop7pointscoringsystem AT kojimataro malnutritionanddepressionaspredictorsfor30dayunplannedreadmissioninolderpatientaprospectivecohortstudytodevelop7pointscoringsystem AT akishitamasahiro malnutritionanddepressionaspredictorsfor30dayunplannedreadmissioninolderpatientaprospectivecohortstudytodevelop7pointscoringsystem AT azwarmuhammadkhifzhon malnutritionanddepressionaspredictorsfor30dayunplannedreadmissioninolderpatientaprospectivecohortstudytodevelop7pointscoringsystem |