A SCORING SYSTEM TO QUANTIFY ILLNESS IN BABIES UNDER 6 MONTHS OF AGE

被引:11
作者
COLE, TJ
MORLEY, CJ
THORNTON, AJ
FOWLER, MA
HEWSON, PH
机构
[1] UNIV CAMBRIDGE,CAMBRIDGE,ENGLAND
[2] ROYAL CHILDRENS HOSP,PARKVILLE,VIC 3052,AUSTRALIA
来源
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY | 1991年 / 154卷
关键词
DISCRIMINATION; INFANTS; LOGISTIC; ORDINAL LOGISTIC; SCORING SYSTEM; SERIOUS ILLNESS;
D O I
10.2307/2983042
中图分类号
O1 [数学]; C [社会科学总论];
学科分类号
03 ; 0303 ; 0701 ; 070101 ;
摘要
Ordinal logistic regression analysis was used on a sample of 1007 babies under 6 months of age seen at home and in hospital to identify the symptoms and signs of serious illness. A model with seven symptoms and 12 signs was used as the basis for a scoring system where each symptom and sign was assigned an integer score proportional to its regression coefficient. A baby's illness score was then the sum of scores for any signs or symptoms that were present, asymptomatic babies scoring 0. The scoring system gave a sensitivity (score 13 or more) of 92.1%, specificity (score less than 8) of 98.3% and positive predictive value (score 20 or more) of 98.0% when applied to a notional community sample. The system has been made into a score card called Baby Check, designed for use by parents and health professionals to quantify the severity of a baby's illness. Baby Check indicates when the baby's condition warrants further assessment or treatment.
引用
收藏
页码:287 / 304
页数:18
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