Worthing physiological scoring system: derivation and validation of a physiological early-warning system for medical admissions. An observational, population-based single-centre study

被引:132
作者
Duckitt, R. W.
Buxton-Thomas, R.
Walker, J.
Cheek, E.
Bewick, V.
Venn, R.
Forni, L. G.
机构
[1] Worthing Dist Hosp, Acute Med Unit, Worthing BN1 12DH, W Sussex, England
[2] Worthing Dist Hosp, Intens Care Unit, Worthing BN1 12DH, W Sussex, England
[3] Univ Brighton, Sch Comp Math & Informat Sci, Brighton BN2 4AT, E Sussex, England
关键词
critical illness; mortality; health status indicators; scoring system; medical admission; outcome assessment; methods; prognosis; IN-HOSPITAL MORTALITY; EMERGENCY TEAM; CRITICAL-CARE; ARRESTS; DEATHS; TRIAL;
D O I
10.1093/bja/aem097
中图分类号
R614 [麻醉学];
学科分类号
100217 ;
摘要
Background. Several physiological scoring systems (PSS) have been proposed for identifying those at risk of deterioration. However, the chosen specific physiological values chosen and the scores allocated have not been prospectively validated. In this study, we investigate the relative contributions of the ventilatory frequency, heart rate, arterial pressure, temperature, oxygen saturation, and conscious level to mortality in order to devise a robust scoring system. All data were collected on admission to the emergency unit. Precise 'intervention-calling scores' could then be derived to trigger interventions. Methods. Our observational, population-based single-centred study took place in a 602-bedded district general hospital. Patients admitted to the emergency care unit at Worthing general hospital during an initial study period between July and November 2003 (n=3184) and a further validation period between October and November 2005 (n=1102) were included. Results. Multivariate logistic regression analysis demonstrated that a ventilatory frequency > 20 min(-1), heart rate >= 102 min(-1), systolic blood pressure <= 99 mm Hg, temperature >= 35.3 degrees C, oxygen saturation <= 96%, and disturbed consciousness were associated with an increase in mortality. The Worthing PSS was developed from the regression coefficients associated with each variable. The model showed good discrimination with an area under the receiver operating characteristic curve, 0.74, excluding age as a variable. The discrimination of this system was significantly better than the early-warning scoring system. Conclusions. A simple validated scoring system to predict mortality in medical patients with precise 'intervention-calling scores' has been developed.
引用
收藏
页码:769 / 774
页数:6
相关论文
共 22 条
[11]   The value of Modified Early Warning Score (MEWS) in surgical in-patients: a prospective observational study [J].
Gardner-Thorpe, J. ;
Love, N. ;
Wrightson, J. ;
Walsh, S. ;
Keeling, N. .
ANNALS OF THE ROYAL COLLEGE OF SURGEONS OF ENGLAND, 2006, 88 (06) :571-575
[12]   Preventing surgical deaths: critical care and intensive care outreach services in the postoperative period [J].
Goldhill, DR .
BRITISH JOURNAL OF ANAESTHESIA, 2005, 95 (01) :88-94
[13]   A METHOD OF COMPARING THE AREAS UNDER RECEIVER OPERATING CHARACTERISTIC CURVES DERIVED FROM THE SAME CASES [J].
HANLEY, JA ;
MCNEIL, BJ .
RADIOLOGY, 1983, 148 (03) :839-843
[14]  
Hastie T., 1999, GEN ADDITIVE MODELS
[15]  
Hillman K, 2005, LANCET, V365, P2091
[16]  
Hosmer W., 2000, Applied Logistic Regression, VSecond, DOI 10.1002/0471722146
[17]   Identifying the sick: can biochemical measurements be used to aid decision making on presentation to the accident and emergency department [J].
Hucker, TR ;
Mitchell, GP ;
Blake, LD ;
Cheek, E ;
Bewick, V ;
Grocutt, M ;
Forni, LG ;
Venn, RM .
BRITISH JOURNAL OF ANAESTHESIA, 2005, 94 (06) :735-741
[18]   Emergency department hypotension predicts sudden unexpected in-hospital mortality - A prospective cohort study [J].
Jones, Alan E. ;
Yiannibas, Vasilios ;
Johnson, Charles ;
Kline, Jeffrey A. .
CHEST, 2006, 130 (04) :941-946
[19]  
Morgan RM., 1997, Clin Intensive Care, V8, P100
[20]   Cutpoint selection for categorizing a continuous predictor [J].
O'Brien, SM .
BIOMETRICS, 2004, 60 (02) :504-509