TY - JOUR
T1 - The Norton scale is an important predictor of in-hospital mortality in internal medicine patients
AU - Shimoni, Zvi
AU - Dusseldorp, Natan
AU - Cohen, Yael
AU - Barnisan, Izack
AU - Froom, Paul
N1 - Publisher Copyright:
© 2022, The Author(s), under exclusive licence to Royal Academy of Medicine in Ireland.
PY - 2023/8
Y1 - 2023/8
N2 - Background: The Norton scale, a marker of patient frailty used to predict the risk of pressure ulcers, but the predictive value of the Norton scale for in-hospital mortality after adjustment for a wide range of demographic, and abnormal admission laboratory test results shown in themselves to have a high predictive value for in-hospital mortality is unclear. Aim: The study aims to determine the value of the Norton scale and the presence of a urinary catheter in predicting in hospital mortality. Methods: The study population included all acutely admitted adult patients in 2020 through October 2021 to one of three internal medicine departments at the Laniado Hospital, a regional hospital with 400 beds in Israel. The main objective was to (a) identify the variables associated with the Norton Scale and (b) determine whether it predicts in-hospital mortality after adjustment for these variables. Results: The Norton scale was associated with an older age, female gender, presence of a urinary catheter, and abnormal laboratory tests. The odds of in-hospital mortality in those with intermediate, high, and very high Norton scale risk groups were 3.10 (2.23–3.56), 6.48 (4.02–10.46), and 12.27 (7.37–20.44), respectively, after adjustment for the remaining predictors. Adding the Norton scale and the presence of a urinary catheter to the prediction logistic regression model that included age, gender, and abnormal laboratory test results increased the c-statistic from 0.870 (0.864–0.876) to 0.908 (0.902–0.913). Conclusions: The Norton scale and presence of a urinary catheter are important predictors of in-hospital mortality in acutely hospitalized adults in internal medicine departments.
AB - Background: The Norton scale, a marker of patient frailty used to predict the risk of pressure ulcers, but the predictive value of the Norton scale for in-hospital mortality after adjustment for a wide range of demographic, and abnormal admission laboratory test results shown in themselves to have a high predictive value for in-hospital mortality is unclear. Aim: The study aims to determine the value of the Norton scale and the presence of a urinary catheter in predicting in hospital mortality. Methods: The study population included all acutely admitted adult patients in 2020 through October 2021 to one of three internal medicine departments at the Laniado Hospital, a regional hospital with 400 beds in Israel. The main objective was to (a) identify the variables associated with the Norton Scale and (b) determine whether it predicts in-hospital mortality after adjustment for these variables. Results: The Norton scale was associated with an older age, female gender, presence of a urinary catheter, and abnormal laboratory tests. The odds of in-hospital mortality in those with intermediate, high, and very high Norton scale risk groups were 3.10 (2.23–3.56), 6.48 (4.02–10.46), and 12.27 (7.37–20.44), respectively, after adjustment for the remaining predictors. Adding the Norton scale and the presence of a urinary catheter to the prediction logistic regression model that included age, gender, and abnormal laboratory test results increased the c-statistic from 0.870 (0.864–0.876) to 0.908 (0.902–0.913). Conclusions: The Norton scale and presence of a urinary catheter are important predictors of in-hospital mortality in acutely hospitalized adults in internal medicine departments.
KW - Elderly
KW - In-hospital mortality
KW - Internal medicine
KW - Norton scale
KW - Nursing assessment
UR - http://www.scopus.com/inward/record.url?scp=85143966526&partnerID=8YFLogxK
U2 - 10.1007/s11845-022-03250-0
DO - 10.1007/s11845-022-03250-0
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C2 - 36520351
AN - SCOPUS:85143966526
SN - 0021-1265
VL - 192
SP - 1947
EP - 1952
JO - Irish Journal of Medical Science
JF - Irish Journal of Medical Science
IS - 4
ER -