Economic Optimization Through Adherence to Best Practice Guidelines: A Decision Analysis of Traumatic Spinal Cord Injury Care Pathways in Australia.

IF 3.9 2区 医学 Q1 CLINICAL NEUROLOGY
Bharat Phani Vaikuntam, Lisa N Sharwood, Luke B Connelly, James W Middleton
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引用次数: 0

Abstract

Traumatic spinal cord injuries (TSCIs) have significant health, economic, and social effects on individuals, families, and society. In this economic analysis modeling study, we used record-linked administrative patient data from New South Wales, Australia, to construct a decision tree model to compare the economic cost of acute care for patients with TSCI under current clinical pathways with an optimal care (consensus guidelines-informed) modeled pathway. The optimal care pathway included direct transfer to a specialist SCI Unit (SCIU) or indirect transfer to SCIU within 24 h of injury, surgical intervention within 12 h of injury, and subsequent inpatient rehabilitation. Propensity score matching with inverse probability of treatment weighting (IPTW) was used to reduce potential confounding from baseline differences in patient characteristics. A generalized linear model regression with gamma distribution and log link, weighted with IPTW scores, was used for cost and length of stay (LoS) estimations to reduce any residual bias. Sensitivity analyses quantified the sensitivity of the findings to key model parameters. From the healthcare payer perspective, our economic analysis found acute TSCI care at an SCIU was more expensive, with delayed patient transfer pathways, surgery, and timing of surgery driving higher per-patient costs ($14,322 at specialist centers). Probabilistic sensitivity analysis (PSA) using 10,000 Monte Carlo iterations showed the modeled optimal pathway as the expensive option in the majority (86%) of stimulations. However, the modeled direct transfer care pathway demonstrated economic improvements compared to current care pathways, despite a higher upfront cost ($25,428 per patient), the modeled pathway reduced the episode LoS by 5 days (23 days vs. 28 days) on average, generating system-level savings of $20,628 per patient. In PSA, increasing the proportion of patients directly transferred to SCIU by 25%, the optimized pathway was preferred in 28.3% of the simulations. Furthermore, adopting this pathway lowered the incremental per patient cost to $17,157 while preserving a 5-day LoS benefit compared to current pathways (22 days vs. 27 days), which could generate potential savings of $3,471 per patient. Our findings show that guideline-based acute care management is initially resource-intensive but efficient in terms of patient LoS, with a higher proportion of direct transfers resulting in cost savings of $3,471 per patient, which represent system-level benefits from adopting the modeled pathway, rather than episode-level savings. Following consensus guidelines for acute care can provide an economically sustainable approach to resource-intensive patient needs while improving outcomes, as demonstrated in previous studies. In summary, while more intensive, adhering to clinical guidelines of direct transfer to SCIU demonstrates value for patients and health systems. Standardization to optimize time to surgery can achieve improved outcomes through earlier access to rehabilitation and substantial care efficiencies. These findings highlight the economic case for adherence to best practice care guidelines at the healthcare system level to inform future healthcare planning for patients with TSCI.

通过坚持最佳实践指南的经济优化:澳大利亚创伤性脊髓损伤护理途径的决策分析。
创伤性脊髓损伤(tsci)对个人、家庭和社会都有显著的健康、经济和社会影响。在这项经济分析建模研究中,我们使用来自澳大利亚新南威尔士州的记录相关的行政患者数据来构建决策树模型,以比较当前临床路径下TSCI患者急性护理的经济成本与最佳护理(共识指南-知情)建模路径。最佳护理路径包括损伤后24小时内直接转至专科SCI病房(SCIU)或间接转至SCIU,损伤后12小时内进行手术干预,随后住院康复。使用倾向评分与治疗加权逆概率(IPTW)匹配来减少患者特征基线差异带来的潜在混淆。使用gamma分布和对数链接的广义线性模型回归,以IPTW评分加权,用于成本和停留时间(LoS)估计,以减少任何残留偏差。敏感性分析量化了结果对关键模型参数的敏感性。从医疗保健支付者的角度来看,我们的经济分析发现,SCIU的急性TSCI护理费用更高,延迟的患者转移途径、手术和手术时间导致每位患者的费用更高(专科中心为14,322美元)。使用10,000次蒙特卡罗迭代的概率灵敏度分析(PSA)表明,在大多数(86%)的刺激中,建模的最优路径是昂贵的选择。然而,与目前的护理途径相比,建模的直接转移护理途径显示出经济上的改善,尽管前期成本较高(每位患者25,428美元),但建模的途径平均将发作LoS减少了5天(23天对28天),每位患者节省了20,628美元。在PSA中,直接转入SCIU的患者比例增加了25%,28.3%的模拟首选优化路径。此外,采用该途径将每位患者的增量成本降低至17,157美元,同时与当前途径(22天对27天)相比,保留了5天的LoS获益,这可能为每位患者节省3,471美元。我们的研究结果表明,基于指南的急性护理管理最初是资源密集型的,但在患者LoS方面是有效的,直接转移的比例较高,导致每位患者节省了3,471美元的成本,这代表了采用建模途径的系统级效益,而不是事件级节省。正如先前的研究所证明的那样,遵循共识的急性护理指南可以为资源密集型患者的需求提供经济上可持续的方法,同时改善结果。总之,虽然更密集,但坚持直接转移到SCIU的临床指南对患者和卫生系统都有价值。优化手术时间的标准化可以通过早期获得康复和大量护理效率来实现改善的结果。这些发现强调了在医疗保健系统层面遵守最佳实践护理指南的经济案例,以告知未来TSCI患者的医疗保健计划。
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来源期刊
Journal of neurotrauma
Journal of neurotrauma 医学-临床神经学
CiteScore
9.20
自引率
7.10%
发文量
233
审稿时长
3 months
期刊介绍: Journal of Neurotrauma is the flagship, peer-reviewed publication for reporting on the latest advances in both the clinical and laboratory investigation of traumatic brain and spinal cord injury. The Journal focuses on the basic pathobiology of injury to the central nervous system, while considering preclinical and clinical trials targeted at improving both the early management and long-term care and recovery of traumatically injured patients. This is the essential journal publishing cutting-edge basic and translational research in traumatically injured human and animal studies, with emphasis on neurodegenerative disease research linked to CNS trauma.
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