Cargando…
Predictors of discharge to home/community following inpatient-rehabilitation in a US national sample of Guillain-Barre-Syndrome patients
BACKGROUND: Guillain-Barre-Syndrome (GBS), an autoimmune polyneuropathy causing acute flaccid paralysis, is a rare condition with1-2 cases per 100,000 annually (approximately 5000 cases/year) in the United States (US). There is a paucity of published data regarding patient outcomes in association wi...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10212147/ https://www.ncbi.nlm.nih.gov/pubmed/37228065 http://dx.doi.org/10.1371/journal.pone.0286296 |
_version_ | 1785047404337168384 |
---|---|
author | Kushner, David S. Johnson-Greene, Doug Felix, Elizabeth R. Miller, Cheryl Cordero, Maite K. Thomashaw, Stacy A. |
author_facet | Kushner, David S. Johnson-Greene, Doug Felix, Elizabeth R. Miller, Cheryl Cordero, Maite K. Thomashaw, Stacy A. |
author_sort | Kushner, David S. |
collection | PubMed |
description | BACKGROUND: Guillain-Barre-Syndrome (GBS), an autoimmune polyneuropathy causing acute flaccid paralysis, is a rare condition with1-2 cases per 100,000 annually (approximately 5000 cases/year) in the United States (US). There is a paucity of published data regarding patient outcomes in association with discharge destinations following inpatient-rehabilitation (IR) in this patient population, thus this study. OBJECTIVES: To analyze IR efficacy, and possible predictors of discharge to home/community in a US-national-sample of GBS patients. METHODS: Retrospective-observational-cohort study of 1304 GBS patients admitted to IR comparing discharge disposition destinations (community/home, skilled-nursing-facility [SNF], or return to acute-care) by demographic (age, gender) and clinical variables (length-of-stay [LOS], case-mix-index [CMI], and Functional-Independence-Measure [FIM] score changes). Multinomial-logistic-regression and discriminant-function-analysis were performed to determine model fit in predicting discharge destination. RESULTS: 81.8% were discharged to home/community- average LOS 19-days, total-FIM-gain 43.2; 9.8% discharged to SNFs- average LOS 27.5-days, total-FIM-gain 27.2; and 8.4% discharged to acute-care- average LOS 15.4-days and total-FIM-gain 16.5, (F = 176, p < .001). Stepwise-linear-regression for prediction of community discharge showed change in FIM-Bed/chair/wheelchair-Transfers was the most significant predictor (Wald = 42.2; p < .001), followed by CMI (Wald = 26.9; p < .001), change in FIM-walking/wheelchair (Wald = 14.9; p < .001), and age (Wald = 9.5; p < .002). Using discriminant-function-analysis to test model validity for predicting discharge disposition, FIM-change for Bed/chair/wheelchair Transfers, Walking, and Self-Care as predictors resulted in a classification rate of 78.1%, 92% of variance explained, and Eigenvalue of .53 (p < .001). CONCLUSIONS: Total-FIM scores improved in all groups, and most patients were discharged to home/community suggesting IR efficacy. The ability to transfer bed/chair/wheelchair was the most important predictive factor associated with discharge destination. |
format | Online Article Text |
id | pubmed-10212147 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-102121472023-05-26 Predictors of discharge to home/community following inpatient-rehabilitation in a US national sample of Guillain-Barre-Syndrome patients Kushner, David S. Johnson-Greene, Doug Felix, Elizabeth R. Miller, Cheryl Cordero, Maite K. Thomashaw, Stacy A. PLoS One Research Article BACKGROUND: Guillain-Barre-Syndrome (GBS), an autoimmune polyneuropathy causing acute flaccid paralysis, is a rare condition with1-2 cases per 100,000 annually (approximately 5000 cases/year) in the United States (US). There is a paucity of published data regarding patient outcomes in association with discharge destinations following inpatient-rehabilitation (IR) in this patient population, thus this study. OBJECTIVES: To analyze IR efficacy, and possible predictors of discharge to home/community in a US-national-sample of GBS patients. METHODS: Retrospective-observational-cohort study of 1304 GBS patients admitted to IR comparing discharge disposition destinations (community/home, skilled-nursing-facility [SNF], or return to acute-care) by demographic (age, gender) and clinical variables (length-of-stay [LOS], case-mix-index [CMI], and Functional-Independence-Measure [FIM] score changes). Multinomial-logistic-regression and discriminant-function-analysis were performed to determine model fit in predicting discharge destination. RESULTS: 81.8% were discharged to home/community- average LOS 19-days, total-FIM-gain 43.2; 9.8% discharged to SNFs- average LOS 27.5-days, total-FIM-gain 27.2; and 8.4% discharged to acute-care- average LOS 15.4-days and total-FIM-gain 16.5, (F = 176, p < .001). Stepwise-linear-regression for prediction of community discharge showed change in FIM-Bed/chair/wheelchair-Transfers was the most significant predictor (Wald = 42.2; p < .001), followed by CMI (Wald = 26.9; p < .001), change in FIM-walking/wheelchair (Wald = 14.9; p < .001), and age (Wald = 9.5; p < .002). Using discriminant-function-analysis to test model validity for predicting discharge disposition, FIM-change for Bed/chair/wheelchair Transfers, Walking, and Self-Care as predictors resulted in a classification rate of 78.1%, 92% of variance explained, and Eigenvalue of .53 (p < .001). CONCLUSIONS: Total-FIM scores improved in all groups, and most patients were discharged to home/community suggesting IR efficacy. The ability to transfer bed/chair/wheelchair was the most important predictive factor associated with discharge destination. Public Library of Science 2023-05-25 /pmc/articles/PMC10212147/ /pubmed/37228065 http://dx.doi.org/10.1371/journal.pone.0286296 Text en © 2023 Kushner 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 Kushner, David S. Johnson-Greene, Doug Felix, Elizabeth R. Miller, Cheryl Cordero, Maite K. Thomashaw, Stacy A. Predictors of discharge to home/community following inpatient-rehabilitation in a US national sample of Guillain-Barre-Syndrome patients |
title | Predictors of discharge to home/community following inpatient-rehabilitation in a US national sample of Guillain-Barre-Syndrome patients |
title_full | Predictors of discharge to home/community following inpatient-rehabilitation in a US national sample of Guillain-Barre-Syndrome patients |
title_fullStr | Predictors of discharge to home/community following inpatient-rehabilitation in a US national sample of Guillain-Barre-Syndrome patients |
title_full_unstemmed | Predictors of discharge to home/community following inpatient-rehabilitation in a US national sample of Guillain-Barre-Syndrome patients |
title_short | Predictors of discharge to home/community following inpatient-rehabilitation in a US national sample of Guillain-Barre-Syndrome patients |
title_sort | predictors of discharge to home/community following inpatient-rehabilitation in a us national sample of guillain-barre-syndrome patients |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10212147/ https://www.ncbi.nlm.nih.gov/pubmed/37228065 http://dx.doi.org/10.1371/journal.pone.0286296 |
work_keys_str_mv | AT kushnerdavids predictorsofdischargetohomecommunityfollowinginpatientrehabilitationinausnationalsampleofguillainbarresyndromepatients AT johnsongreenedoug predictorsofdischargetohomecommunityfollowinginpatientrehabilitationinausnationalsampleofguillainbarresyndromepatients AT felixelizabethr predictorsofdischargetohomecommunityfollowinginpatientrehabilitationinausnationalsampleofguillainbarresyndromepatients AT millercheryl predictorsofdischargetohomecommunityfollowinginpatientrehabilitationinausnationalsampleofguillainbarresyndromepatients AT corderomaitek predictorsofdischargetohomecommunityfollowinginpatientrehabilitationinausnationalsampleofguillainbarresyndromepatients AT thomashawstacya predictorsofdischargetohomecommunityfollowinginpatientrehabilitationinausnationalsampleofguillainbarresyndromepatients |