Combined Neurosurgical and Orthopedic Spine Program, University of British Columbia, Vancouver, Canada.
Faculty of Medicine, Blusson Spinal Cord Center, University of British Columbia, 6th Floor 818 West 10th Avenue, Vancouver, BC, V5Z 1M9, Canada.
Eur Spine J. 2023 Mar;32(3):824-830. doi: 10.1007/s00586-023-07547-1. Epub 2023 Jan 28.
Longer hospital length of stay (LOS) has been associated with worse outcomes and increased resource utilization. However, diagnostic and patient-level factors associated with LOS have not been well studied on a large scale. The goal was to identify patient, surgical and organizational factors associated with longer patient LOS for adult patients at a high-volume quaternary spinal care center.
We performed a retrospective analysis of 13,493 admissions from January 2006 to December 2019. Factors analyzed included age, sex, admission status (emergent vs scheduled), ASIA grade, operative vs non-operative management, mean blood loss, operative time, and adverse events. Specific adverse events included surgical site infection (SSI), other infection (systemic or UTI), neuropathic pain, delirium, dural tear, pneumonia, and dysphagia. Diagnostic categories included trauma, oncology, deformity, degenerative, and "other". A multivariable linear regression model was fit to log-transformed LOS to determine independent factors associated with patient LOS, with effects expressed as multipliers on mean LOS.
Mean LOS for the population (SD) was 15.8 (34.0) days. Factors significantly (p < 0.05) associated with longer LOS were advanced patient age [multiplier on mean LOS 1.011/year (95% CI: 1.007-1.015)], emergency admission [multiplier on mean LOS 1.615 (95% CI: 1.337-1.951)], ASIA grade [multiplier on mean LOS 1.125/grade (95% CI: 1.051-1.205)], operative management [multiplier on mean LOS 1.211 (95% CI: 1.006-1.459)], and the occurrence of one or more AEs [multiplier on mean LOS 2.613 (95% CI: 2.188-3.121)]. Significant AEs included postoperative SSI [multiplier on mean LOS 1.749 (95% CI: 1.250-2.449)], other infections (systemic infections and UTI combined) [multiplier on mean LOS 1.650 (95% CI: 1.359-2.004)], delirium [multiplier on mean LOS 1.404 (95% CI: 1.103-1.787)], and pneumonia [multiplier on mean LOS 1.883 (95% CI: 1.447-2.451)]. Among the diagnostic categories explored, degenerative patients experienced significantly shorter LOS [multiplier on mean LOS 0.672 (95%CI: 0.535-0.844), p < 0.001] compared to non-degenerative categories.
This large-scale study taking into account diagnostic categories identified several factors associated with patient LOS. Future interventions should target modifiable factors to minimize LOS and guide hospital resource allocation thereby improving patient outcomes and quality of care and decreasing healthcare-associated costs.
较长的住院时间(LOS)与较差的预后和增加的资源利用有关。然而,与 LOS 相关的诊断和患者水平的因素尚未在大规模研究中得到很好的研究。目标是确定与高容量四级脊柱护理中心的成年患者 LOS 较长相关的患者、手术和组织因素。
我们对 2006 年 1 月至 2019 年 12 月的 13493 例入院进行了回顾性分析。分析的因素包括年龄、性别、入院状态(紧急与预约)、ASIA 分级、手术与非手术管理、平均失血量、手术时间和不良事件。特定的不良事件包括手术部位感染(SSI)、其他感染(全身或尿路感染)、神经性疼痛、谵妄、硬脑膜撕裂、肺炎和吞咽困难。诊断类别包括创伤、肿瘤、畸形、退行性和“其他”。使用对数转换 LOS 的多变量线性回归模型来确定与患者 LOS 相关的独立因素,其影响以平均 LOS 的倍数表示。
人群的平均 LOS(SD)为 15.8(34.0)天。与 LOS 较长显著相关的因素(p<0.05)为患者年龄较大[平均 LOS 的倍数为 1.011/年(95%CI:1.007-1.015)]、急诊入院[平均 LOS 的倍数为 1.615(95%CI:1.337-1.951)]、ASIA 分级[平均 LOS 的倍数为 1.125/级(95%CI:1.051-1.205)]、手术管理[平均 LOS 的倍数为 1.211(95%CI:1.006-1.459)]和发生一种或多种 AE[平均 LOS 的倍数为 2.613(95%CI:2.188-3.121)]。显著的 AE 包括术后 SSI[平均 LOS 的倍数为 1.749(95%CI:1.250-2.449)]、其他感染(全身感染和尿路感染合并)[平均 LOS 的倍数为 1.650(95%CI:1.359-2.004)]、谵妄[平均 LOS 的倍数为 1.404(95%CI:1.103-1.787)]和肺炎[平均 LOS 的倍数为 1.883(95%CI:1.447-2.451)]。在所探讨的诊断类别中,退行性患者的 LOS 明显较短[平均 LOS 的倍数为 0.672(95%CI:0.535-0.844),p<0.001]与非退行性类别相比。
这项考虑诊断类别的大规模研究确定了与患者 LOS 相关的几个因素。未来的干预措施应针对可改变的因素,以尽量减少 LOS,并指导医院资源分配,从而改善患者预后和护理质量,降低医疗保健相关成本。