Admission Braden Scale Score Is Associated with In-Hospital Mortality in ICU Patients Admitted After a Same-Level Fall: A Retrospective Cohort Study

Background/Objectives: Ground-level falls (GLFs) are the leading cause of injury-related deaths in older adults, yet a validated bedside tool for early mortality risk stratification remains unavailable. The Braden scale, recorded routinely at intensive care unit (ICU) admission, has shown prognostic value across several critical illness populations. This study aimed to determine whether the admission Braden score is associated with in-hospital mortality in ICU patients admitted following a GLF, and to derive a simple bedside clinical risk score. Methods: A single-centre retrospective cohort study was conducted in a 216-bed mixed ICU over a four-year period (January 2020–June 2024). Adult patients admitted to the ICU following a GLF occurring outside the hospital were included. The primary outcome was in-hospital mortality. Multivariable logistic regression was used, and a five-component integer-weighted bedside risk score was derived. Internal validation was performed by 1000-fold bootstrap resampling. Results: Among 500 patients (median age 83 years; 63.3% female), 84 (16.8%) died. The admission Braden score was significantly lower in non-survivors (median 12 vs. 13; p < 0.001) and was an independent predictor of mortality after multivariable adjustment (adjusted OR 0.821 per one-point increase; 95% CI 0.706–0.954; p = 0.010). A five-component bedside risk score—incorporating the Braden score, INR, emergency admission, serum sodium, and procalcitonin—achieved a bootstrap-corrected AUC of 0.833 (95% CI 0.780–0.881) and stratified patients across a 16-fold mortality gradient (5.0% to 79.4%). Conclusions: The admission Braden score is associated with in-hospital mortality. When combined with four routine variables, discriminative performance improved. This score has undergone internal validation only. External validation in multicentre prospective cohorts is warranted before clinical use.

Authors

Institutions

Publication Details

Journal
Diagnostics
Published
2026-07-23
DOI
https://doi.org/10.3390/diagnostics16152309
Primary Topic
Balance, Gait, and Falls Prevention
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Admission Braden Scale Score Is Associated with In-Hospital Mortality in ICU Patients Admitted After a Same-Level Fall: A Retrospective Cohort Study

Temel Kayan, Fatih SEĞMEN, Cihangir Doğu, Hasan Oktay Emir et al.
Diagnostics
Balance, Gait, and Falls Prevention
article

Admission Braden Scale Score Is Associated with In-Hospital Mortality in ICU Patients Admitted After a Same-Level Fall: A Retrospective Cohort Study

Temel Kayan, Fatih SEĞMEN, Cihangir Doğu, Hasan Oktay Emir, Esra Çakır, HAYRİYE ÇANKAR DAL, Firdevs Tuğba Bozkurt Biçer
article en

Abstract

Background/Objectives: Ground-level falls (GLFs) are the leading cause of injury-related deaths in older adults, yet a validated bedside tool for early mortality risk stratification remains unavailable. The Braden scale, recorded routinely at intensive care unit (ICU) admission, has shown prognostic value across several critical illness populations. This study aimed to determine whether the admission Braden score is associated with in-hospital mortality in ICU patients admitted following a GLF, and to derive a simple bedside clinical risk score. Methods: A single-centre retrospective cohort study was conducted in a 216-bed mixed ICU over a four-year period (January 2020–June 2024). Adult patients admitted to the ICU following a GLF occurring outside the hospital were included. The primary outcome was in-hospital mortality. Multivariable logistic regression was used, and a five-component integer-weighted bedside risk score was derived. Internal validation was performed by 1000-fold bootstrap resampling. Results: Among 500 patients (median age 83 years; 63.3% female), 84 (16.8%) died. The admission Braden score was significantly lower in non-survivors (median 12 vs. 13; p < 0.001) and was an independent predictor of mortality after multivariable adjustment (adjusted OR 0.821 per one-point increase; 95% CI 0.706–0.954; p = 0.010). A five-component bedside risk score—incorporating the Braden score, INR, emergency admission, serum sodium, and procalcitonin—achieved a bootstrap-corrected AUC of 0.833 (95% CI 0.780–0.881) and stratified patients across a 16-fold mortality gradient (5.0% to 79.4%). Conclusions: The admission Braden score is associated with in-hospital mortality. When combined with four routine variables, discriminative performance improved. This score has undergone internal validation only. External validation in multicentre prospective cohorts is warranted before clinical use.

DiagnosticsVol. 16(15)
Memorial Ankara Hospital (TR), Education Training And Research (US), Şanlıurfa Mehmet Akif İnan Eğitim ve Araştırma Hastanesi (TR)
Reduced inequalities
Openalex Percentile: Top 4%
Balance, Gait, and Falls Prevention
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.