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Multi-level modelling of employment probability trajectories and employment stability at 1, 2 and 5 years after traumatic brain injury

机译:脑外伤后1、2和5年就业概率轨迹和就业稳定性的多层次建模

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Primary objectives: To examine trajectories of employment probability and stability over the first 5 years after traumatic brain injury (TBI) by using multi-level modelling and multinomial logistic regressions. Research design: A longitudinal cohort study. Methods and procedures: One hundred and five individuals with moderate-to-severe TBI who had been admitted to the Trauma Referral Centre for the Southeast region of Norway were followed up at 1, 2 and 5 years after the injury. Main outcomes and results: Employment status was dichotomized into employed and unemployed, while employment stability was categorized into stably employed, unstably employed and unemployed at 1, 2 and 5 years after injury. Being single, unemployment prior to injury, blue collar occupation, lower Glasgow Coma Scale (GCS) score at hospital admission and greater length of post-traumatic amnesia (PTA) were significantly associated with being unemployed at 1, 2 and 5 years post-injury. Further, younger patients, those with a lower GCS, greater length of PTA and greater length of hospital stay were negatively associated with employment stability. Conclusions: It could be wise to target patient population with these demographic and injury characteristics for more extensive follow-ups and vocational rehabilitation to help improve employment outcomes following injury.
机译:主要目标:通过使用多级建模和多项逻辑回归,研究颅脑损伤后(TBI)头5年的就业概率和稳定性轨迹。研究设计:一项纵向队列研究。方法和程序:在伤后的第1、2和5年,对在挪威东南部的创伤转诊中心收治的105例中度至重度TBI患者进行了随访。主要结果和结果:就业状况分为受伤和失业后的1年,2年和5年,就业状况分为稳定就业,不稳定就业和失业。单身,受伤前失业,蓝领职业,入院时格拉斯哥昏迷量表(GCS)得分较低以及创伤后健忘症(PTA)时间较长与受伤后1年,2年和5年失业显着相关。此外,年轻的患者,即具有较低GCS,PTA时间较长和住院时间较长的患者,与就业稳定性负相关。结论:针对具有这些人口统计学特征和伤害特征的患者人群,进行更广泛的随访和职业康复,以帮助改善伤害后的就业结果是明智的。

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