Menzies Institute for Medical Research, University of Tasmania, Hobart, Tasmania, Australia.
The Florey Institute of Neuroscience and Mental Health, The University of Melbourne, Parkville, Victoria, Australia.
Eur J Neurol. 2024 Jan;31(1):e16016. doi: 10.1111/ene.16016. Epub 2023 Aug 13.
Understanding predictors of changes in employment status among people living with multiple sclerosis (MS) can assist health care providers to develop appropriate work retention/rehabilitation programs. We aimed to model longitudinal transitions of employment status in MS and estimate the probabilities of retaining employment status or losing or gaining employment over time in individuals with a first clinical diagnosis of central nervous system demyelination (FCD).
This prospective cohort study comprised adults (aged 18-59 years) diagnosed with FCD (n = 237) who were followed for more than 11 years. At each review, participants were assigned to one of three states: unemployed, part-time, or full-time employed. A Markov multistate model was used to examine the rate of state-to-state transitions.
At the time of FCD, participants with full-time employment had an 89% chance of being in the same state over a 1-year period, but this decreased to 42% over the 10-year follow-up period. For unemployed participants, there was a 92% likelihood of remaining unemployed after 1 year, but this probability decreased to 53% over 10 years. Females, those who progressed to clinically definite MS, those with a higher relapse count, and those with a greater level of disability were at increased risk of transitioning to a deteriorated employment state. In addition, those who experienced clinically significant fatigue over the follow-up period were less likely to gain employment after being unemployed.
In our FCD cohort, we found a considerable rate of employment transition during the early years post-diagnosis. Over more than a decade of follow-up post-FCD, we found that females and individuals with a greater disability and a higher relapse count are at higher risk of losing employment.
了解多发性硬化症(MS)患者就业状况变化的预测因素,有助于医疗保健提供者制定适当的工作保留/康复计划。我们旨在对 MS 患者就业状况的纵向变化进行建模,并估计首次临床诊断为中枢神经系统脱髓鞘(FCD)的个体随时间保留就业状况或失去或获得就业的概率。
这项前瞻性队列研究包括 237 名被诊断为 FCD 的成年人(年龄 18-59 岁),随访时间超过 11 年。在每次复查时,参与者被分配到以下三种状态之一:失业、兼职或全职就业。使用马尔可夫多状态模型来检查状态间的转移率。
在 FCD 时,全职就业的参与者在 1 年内处于同一状态的可能性为 89%,但在 10 年的随访期间,这一比例降至 42%。对于失业的参与者,1 年后仍保持失业的可能性为 92%,但 10 年后这一概率降至 53%。女性、进展为临床确诊 MS 的患者、复发次数较多的患者和残疾程度较高的患者,发生就业状况恶化的风险增加。此外,在随访期间经历临床显著疲劳的患者在失业后获得就业的可能性较低。
在我们的 FCD 队列中,我们发现诊断后早期就业状态的变化率相当高。在 FCD 后超过 10 年的随访期间,我们发现女性和残疾程度较高以及复发次数较多的个体丧失就业的风险更高。