{"title":"Employment and productivity losses from cervical spinal cord injury: a 7-year nationwide cohort study in Taiwan, 2012-2018.","authors":"Wei-Ming Wang, Jung-Der Wang, Fuhmei Wang, Wei-Chih Lien","doi":"10.1080/13696998.2026.2637390","DOIUrl":null,"url":null,"abstract":"<p><strong>Objective: </strong>To investigate the extent to which employment and productivity losses could be prevented by mitigating cervical spinal cord injury (SCI) and concurrent traumatic brain injury (TBI) in Taiwan.</p><p><strong>Design: </strong>Using Taiwan's National Health Insurance Database, we identified individuals with cervical SCI and concurrent TBI, with the 7-year data collection period (2012-2018) and a general population cohort as the reference. Survival and employment status were extrapolated to lifetime and age using rolling extrapolation with restricted cubic spline regression and generalized linear models.</p><p><strong>Results: </strong>This study included 2,852 patients with cervical SCI and 367 with concurrent TBI. In cervical SCI, loss-of-life expectancy, loss-of-lifetime employment duration (LED), and loss-of-lifetime insured salary (LIS; a proxy for productivity) were 19.3 years, 7.5 years, and $122,998, respectively. The relative loss-of-LED of motor-vehicle-related cervical SCI with concurrent TBI was significantly higher than that without TBI (72.7% vs. 64.2%). The relative loss-of-LED in middle-aged cervical SCI was significantly higher than loss-of-LIS (58.2% vs. 63.5%), suggesting that total productivity was more severely affected than working time.</p><p><strong>Conclusion: </strong>This 7-year nationwide cohort provides the first lifetime employment and productivity loss estimates for cervical SCI, demonstrating that concurrent TBI and younger age amplify economic burden. The findings shift the policy focus from generic SCI prevention to specific, high-yield interventions: mandatory TBI screening, age-tailored vocational programs, and productivity-targeted workplace accommodations. These evidence-based figures enable precise cost-benefit analyses for preventive measures (e.g. enhanced helmet legislation, road safety) and rehabilitation investments, offering actionable data for Taiwan's health and labor policymakers.</p>","PeriodicalId":16229,"journal":{"name":"Journal of Medical Economics","volume":"29 1","pages":"819-834"},"PeriodicalIF":3.1000,"publicationDate":"2026-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Medical Economics","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1080/13696998.2026.2637390","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2026/3/14 0:00:00","PubModel":"Epub","JCR":"Q2","JCRName":"HEALTH CARE SCIENCES & SERVICES","Score":null,"Total":0}
引用次数: 0
Abstract
Objective: To investigate the extent to which employment and productivity losses could be prevented by mitigating cervical spinal cord injury (SCI) and concurrent traumatic brain injury (TBI) in Taiwan.
Design: Using Taiwan's National Health Insurance Database, we identified individuals with cervical SCI and concurrent TBI, with the 7-year data collection period (2012-2018) and a general population cohort as the reference. Survival and employment status were extrapolated to lifetime and age using rolling extrapolation with restricted cubic spline regression and generalized linear models.
Results: This study included 2,852 patients with cervical SCI and 367 with concurrent TBI. In cervical SCI, loss-of-life expectancy, loss-of-lifetime employment duration (LED), and loss-of-lifetime insured salary (LIS; a proxy for productivity) were 19.3 years, 7.5 years, and $122,998, respectively. The relative loss-of-LED of motor-vehicle-related cervical SCI with concurrent TBI was significantly higher than that without TBI (72.7% vs. 64.2%). The relative loss-of-LED in middle-aged cervical SCI was significantly higher than loss-of-LIS (58.2% vs. 63.5%), suggesting that total productivity was more severely affected than working time.
Conclusion: This 7-year nationwide cohort provides the first lifetime employment and productivity loss estimates for cervical SCI, demonstrating that concurrent TBI and younger age amplify economic burden. The findings shift the policy focus from generic SCI prevention to specific, high-yield interventions: mandatory TBI screening, age-tailored vocational programs, and productivity-targeted workplace accommodations. These evidence-based figures enable precise cost-benefit analyses for preventive measures (e.g. enhanced helmet legislation, road safety) and rehabilitation investments, offering actionable data for Taiwan's health and labor policymakers.
目的:探讨台湾地区减轻颈脊髓损伤(SCI)和并发创伤性脑损伤(TBI)对就业和生产力损失的预防程度。生存和就业状况外推到寿命和年龄使用滚动外推限制三次样条回归和广义线性模型。结果:本研究纳入2852例颈椎脊髓损伤患者和367例并发TBI患者。在颈椎脊髓损伤中,预期寿命损失、终身就业时间损失(LED)和终身保险工资损失(LIS;生产力的代理)分别为19.3年、7.5年和122,998美元。机动车相关颈椎脊髓损伤合并TBI的相对led损失明显高于未合并TBI的患者(72.7% vs. 64.2%)。中年颈椎脊髓损伤中led的相对损失明显高于lis的损失(58.2% vs. 63.5%),表明总生产力比工作时间受到的影响更严重。结论:这个为期7年的全国队列提供了颈椎脊髓损伤的第一个终身就业和生产力损失估计,表明并发TBI和年轻加重了经济负担。研究结果将政策重点从一般的脊髓损伤预防转向具体的、高收益的干预措施:强制性TBI筛查、针对年龄的职业计划和针对生产力的工作场所设施。这些基于证据的数字能够对预防措施(例如加强头盔立法、道路安全)和康复投资进行精确的成本效益分析,为台湾的卫生和劳工政策制定者提供可操作的数据。
期刊介绍:
Journal of Medical Economics'' mission is to provide ethical, unbiased and rapid publication of quality content that is validated by rigorous peer review. The aim of Journal of Medical Economics is to serve the information needs of the pharmacoeconomics and healthcare research community, to help translate research advances into patient care and be a leader in transparency/disclosure by facilitating a collaborative and honest approach to publication.
Journal of Medical Economics publishes high-quality economic assessments of novel therapeutic and device interventions for an international audience