Factors Affecting Length of Stay in the Pediatric Emergency Department

被引:8
|
作者
Li, Sung-Tse [1 ,2 ,3 ]
Chiu, Nan-Chang [3 ,4 ]
Kung, Wen-Chuan [5 ]
Chen, Juei-Chao [6 ]
机构
[1] Hsinchu Mackay Mem Hosp, Dept Pediat, Hsinchu 30070, Taiwan
[2] Taoyuan Innovat Inst Technol, Dept Early Childhood Care & Educ, Chungli, Taiwan
[3] Mackay Med Nursing & Management Coll, Taipei, Taiwan
[4] Mackay Mem Hosp, Dept Pediat, Taipei, Taiwan
[5] Hsinchu Mackay Mem Hosp, Dept Nursing, Hsinchu 30070, Taiwan
[6] Fu Jen Catholic Univ, Coll Management, Dept Stat & Informat Sci, Taipei, Taiwan
来源
PEDIATRICS AND NEONATOLOGY | 2013年 / 54卷 / 03期
关键词
classification and regression tree; length of stay; pediatric emergency department; REGRESSION TREE ANALYSIS; PATIENT SATISFACTION; PREDICTIVE MODEL; UNITED-STATES; CLASSIFICATION; CARE; CHARGES;
D O I
10.1016/j.pedneo.2012.11.014
中图分类号
R72 [儿科学];
学科分类号
100202 ;
摘要
Background: A large volume of visits can cause an emergency department (ED) to become overcrowded, resulting in a longer length of stay (LOS). The objective of this study was to analyze factors affecting the LOS in the pediatric ED. Methods: Records of all visits to the pediatric ED of the study hospital, from July 1, 2006 to June 31, 2007, were retrospectively retrieved. Data were collected from the hospital's computerized records system. Eta-squared correlation ratio and Cramer's V test evaluated the associations between variables. Two-thirds of the database was randomized for the classification and regression tree (CART) model-building dataset, and one-third was used for the validation dataset. Results: A total of 29,035 patients visited the pediatric ED during the evaluation period. Of the total visits, 61.1% were due to complaints of fever. The mean LOS was 2.6 +/- 4.67 hours, and 74.3% of visits had an LOS of shorter than 2 hours. The CART analysis selected five factors (waiting time for hospitalization, laboratory tests, door-to-physician time, gastrointestinal symptoms, and patient outcome) to produce a total of nine subgroups of patients. The mean LOS of the model-building dataset closely correlated with that of the validation dataset (r(2) = 0.999). Conclusion: Patients who were waiting for hospitalization for less than 8 hours or were not admitted, those without any laboratory tests, those having door-to-physician time less than 60 minutes, and those without any gastrointestinal symptoms had the shortest LOS. Patients who waited for hospitalization for more than 16 hours had the longest LOS. Copyright (C) 2012, Taiwan Pediatric Association. Published by Elsevier Taiwan LLC. All rights reserved.
引用
收藏
页码:179 / 187
页数:9
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