Ohbe Hiroyuki, Shime Nobuaki, Yamana Hayato, Goto Tadahiro, Sasabuchi Yusuke, Kudo Daisuke, Matsui Hiroki, Yasunaga Hideo, Kushimoto Shigeki
Department of Emergency and Critical Care Medicine, Tohoku University Hospital, 1-1 Seiryo-Machi, Aoba-Ku, Sendai, 980-8574, Japan.
Department of Clinical Epidemiology and Health Economics, School of Public Health, The University of Tokyo, 7-3-1 Hongo, Bunkyo-Ku, Tokyo, 113-0033, Japan.
J Intensive Care. 2024 Jun 5;12(1):21. doi: 10.1186/s40560-024-00736-0.
Patients who receive invasive mechanical ventilation (IMV) in the intensive care unit (ICU) have exhibited lower in-hospital mortality rates than those who are treated outside. However, the patient-, hospital-, and regional factors influencing the ICU admission of patients with IMV have not been quantitatively examined.
This retrospective cohort study used data from the nationwide Japanese inpatient administrative database and medical facility statistics. We included patients aged ≥ 15 years who underwent IMV between April 2018 and March 2019. The primary outcome was ICU admission on the day of IMV initiation. Multilevel logistic regression analyses incorporating patient-, hospital-, or regional-level variables were used to assess cluster effects by calculating the intraclass correlation coefficient (ICC), median odds ratio (MOR), and proportional change in variance (PCV).
Among 83,346 eligible patients from 546 hospitals across 140 areas, 40.4% were treated in ICUs on their IMV start day. ICU admission rates varied widely between hospitals (median 0.7%, interquartile range 0-44.5%) and regions (median 28.7%, interquartile range 0.9-46.2%). Multilevel analyses revealed significant effects of hospital cluster (ICC 82.2% and MOR 41.4) and regional cluster (ICC 67.3% and MOR 12.0). Including patient-level variables did not change these ICCs and MORs, with a PCV of 2.3% and - 1.0%, respectively. Further adjustment for hospital- and regional-level variables decreased the ICC and MOR, with a PCV of 95.2% and 85.6%, respectively. Among the hospital- and regional-level variables, hospitals with ICU beds and regions with ICU beds had a statistically significant and strong association with ICU admission.
Our results revealed that primarily hospital and regional factors, rather than patient-related ones, opposed ICU admissions for patients with IMV. This has important implications for healthcare policymakers planning interventions for optimal ICU resource allocation.
在重症监护病房(ICU)接受有创机械通气(IMV)的患者,其院内死亡率低于在其他地方接受治疗的患者。然而,影响IMV患者入住ICU的患者、医院和地区因素尚未得到定量研究。
这项回顾性队列研究使用了来自日本全国住院患者管理数据库和医疗设施统计的数据。我们纳入了2018年4月至2019年3月期间接受IMV的年龄≥15岁的患者。主要结局是IMV开始当天入住ICU。通过计算组内相关系数(ICC)、中位数优势比(MOR)和方差比例变化(PCV),采用纳入患者、医院或地区层面变量的多水平逻辑回归分析来评估聚类效应。
在来自140个地区546家医院的83346名符合条件的患者中,40.4%在IMV开始当天在ICU接受治疗。ICU入住率在医院之间(中位数0.7%,四分位间距0 - 44.5%)和地区之间(中位数28.7%,四分位间距0.9 - 46.2%)差异很大。多水平分析显示医院聚类(ICC 82.2%,MOR 41.4)和地区聚类(ICC 67.3%,MOR 12.0)有显著影响。纳入患者层面变量并未改变这些ICC和MOR,PCV分别为2.3%和 - 1.0%。进一步调整医院和地区层面变量降低了ICC和MOR,PCV分别为95.2%和85.6%。在医院和地区层面变量中,拥有ICU床位的医院和拥有ICU床位的地区与ICU入住有统计学显著且强烈的关联。
我们的结果表明,对于IMV患者,主要是医院和地区因素而非患者相关因素影响其入住ICU。这对医疗保健政策制定者规划优化ICU资源分配的干预措施具有重要意义。