Vaikuntam Bharat Phani, Sharwood Lisa N, Connelly Luke B, Middleton James W
John Walsh Centre for Rehabilitation, Northern Sydney Local Health District, St Leonards, NSW Australia.
School of Population Health, Faculty of Medicine and Health, University of New South Wales, Sydney, Australia.
J Neurotrauma. 2025 Apr 14. doi: 10.1089/neu.2023.0674.
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.
创伤性脊髓损伤(TSCI)对个人、家庭和社会有着重大的健康、经济和社会影响。在这项经济分析建模研究中,我们使用了来自澳大利亚新南威尔士州的关联记录行政患者数据,构建了一个决策树模型,以比较当前临床路径下TSCI患者急性护理的经济成本与一个基于最佳护理(共识指南指导)的建模路径。最佳护理路径包括在受伤后24小时内直接转至专科脊髓损伤病房(SCIU)或间接转至SCIU,在受伤后12小时内进行手术干预,以及随后的住院康复。采用倾向评分匹配和治疗权重逆概率(IPTW)来减少患者特征基线差异带来的潜在混杂因素。使用具有伽马分布和对数链接的广义线性模型回归,并以IPTW分数加权,用于成本和住院时间(LoS)估计,以减少任何残留偏差。敏感性分析量化了研究结果对关键模型参数的敏感性。从医疗保健支付方的角度来看,我们的经济分析发现,在SCIU进行急性TSCI护理成本更高,患者转运途径、手术及手术时机的延迟导致每位患者的成本更高(专科中心为14322美元)。使用10000次蒙特卡罗迭代的概率敏感性分析(PSA)表明,在大多数(86%)模拟中,建模的最佳路径是成本较高的选项。然而,尽管前期成本较高(每位患者25428美元),但与当前护理路径相比,建模的直接转运护理路径显示出经济改善,该建模路径平均将住院时间缩短了5天(从28天降至23天),每位患者可节省20628美元的系统成本。在PSA中,将直接转至SCIU的患者比例提高25%后,在28.3%的模拟中优化路径更受青睐。此外,采用该路径可将每位患者的增量成本降至17157美元,同时与当前路径相比仍保持缩短5天住院时间的优势(从27天降至22天),每位患者可节省3471美元。我们的研究结果表明,基于指南的急性护理管理最初资源密集,但在患者住院时间方面效率较高,直接转运比例较高可使每位患者节省3471美元,这代表了采用建模路径带来的系统层面效益,而非单次治疗层面的节省。正如先前研究所示,遵循急性护理的共识指南可为资源密集型患者需求提供经济上可持续的方法,同时改善治疗结果。总之,虽然更为密集,但坚持直接转至SCIU的临床指南对患者和卫生系统具有价值。通过优化手术时间实现标准化,可通过更早获得康复和显著提高护理效率来改善治疗结果。这些发现凸显了在医疗系统层面遵循最佳实践护理指南的经济意义,为未来TSCI患者医疗规划提供参考。