Chan Chien-Lung, Lin Wender, Yang Nan-Ping, Lai K Robert, Huang Hsin-Tsung
Department of Information Management and Innovation Center for Big Data and Digital Convergence, Yuan Ze University, Chung-Li, Taiwan.
Department of Health Care Administration, Chang Jung Christian University, Tainan, Taiwan.
PLoS One. 2015 Jun 1;10(6):e0127793. doi: 10.1371/journal.pone.0127793. eCollection 2015.
Many patients treated in Emergency Department (ED) visits can be treated at primary or urgent care sectors, despite the fact that a number of ED visitors seek other forms of care prior to an ED visit. However, little is known regarding how the pre-ED activity episodes affect ED visits.
We investigated whether care-seeking patterns involve the use of health care services of various types prior to ED visits and examined the associations of these patterns with the severity of the presenting condition for the ED visit (EDVS) and subsequent events.
This retrospective observational study used administrative data on beneficiaries of the universal health care insurance program in Taiwan. The service type, treatment capacity, and relative diagnosis were used to classify pre-ED visits into 8 care types. Frequent pattern analysis was used to identify sequential care-seeking patterns and to classify 667,183 eligible pre-ED episodes into patterns. Generalized linear models were developed using generalized estimating equations to examine the associations of these patterns with EDVS and subsequent events.
The results revealed 17 care-seeking patterns. The EDVS and likelihood of subsequent events significantly differed among patterns. The ED severity index of patterns differ from patterns seeking directly ED care (coefficients ranged from -0.05 to 0.13), and the odds-ratios for the likelihood of subsequent ED visits and hospitalization ranged from 1.18 to 1.86 and 1.16 to 2.84, respectively.
The pre-ED care-seeking patterns differ in severity of presenting condition and subsequent events that may represent different causes of ED visit. Future health policy maker may adopt different intervention strategies for targeted population to reduce unnecessary ED visit effectively.
尽管许多前往急诊科(ED)就诊的患者可以在初级或紧急护理部门接受治疗,但仍有一些急诊患者在就诊前寻求其他形式的护理。然而,关于急诊前活动事件如何影响急诊就诊,我们知之甚少。
我们调查了就诊模式是否包括在急诊就诊前使用各种类型的医疗服务,并研究了这些模式与急诊就诊时所呈现病情的严重程度(EDVS)及后续事件之间的关联。
这项回顾性观察研究使用了台湾全民健康保险计划受益人的行政数据。根据服务类型、治疗能力和相关诊断,将急诊前就诊分为8种护理类型。频繁模式分析用于识别连续的就诊模式,并将667183例符合条件的急诊前事件分类为不同模式。使用广义估计方程建立广义线性模型,以研究这些模式与EDVS及后续事件之间的关联。
结果显示了17种就诊模式。不同模式之间,EDVS和后续事件的可能性存在显著差异。这些模式的急诊严重程度指数与直接寻求急诊护理的模式不同(系数范围为-0.05至0.13),后续急诊就诊和住院可能性的比值比分别为1.18至1.86和1.16至2.84。
急诊前的就诊模式在就诊时所呈现病情的严重程度和后续事件方面存在差异,这可能代表了急诊就诊的不同原因。未来的卫生政策制定者可以针对目标人群采取不同的干预策略,以有效减少不必要的急诊就诊。