Department of Speech, Language, and Hearing Sciences, California State University, Hayward, CA, USA.
Statistics, Takeda Pharmaceutical Co. Limited, Cambridge, MA, USA.
Neuropsychol Rehabil. 2022 Oct;32(9):2203-2226. doi: 10.1080/09602011.2021.1929345. Epub 2021 May 18.
We investigated relationships between psychometric measures of memory, executive functions (EFs), and task-based measures of Judgments of Learning (JOLs) in individuals with and without Traumatic Brain Injury (TBI), to study functional reorganization after TBI. We hypothesized that, in controls, accuracy of immediate JOLs would be associated with short-term memory and EFs (but not long-term memory, LTM), while accuracy of delayed JOLs would be associated primarily with LTM. We hypothesized that those with good recovery from TBI would demonstrate functional reorganization of the relationships between memory, EFs, and JOLs. Eighteen individuals with TBI and 18 matched controls completed eight neuropsychological tests of memory and EFs. They studied word-pairs, made immediate and delayed JOLs, and took a cued-recall test for the studied word-pairs. Stepwise regression and Lasso analyses generated a predictive model of JOL accuracy for each group. Accuracy of immediate JOLs in controls was predicted by short-term memory, inhibition, switching, and cognitive fluency, while accuracy of delayed JOLs was predicted by verbal recall. In individuals with TBI, inhibition predicted immediate JOL accuracy and switching predicted delayed JOL accuracy. Cognitive reorganization in those with good long-term recovery from TBI may account for the ability to make JOLs with accuracy similar to controls.
我们研究了记忆、执行功能(EFs)的心理测量学测量指标与具有和不具有创伤性脑损伤(TBI)的个体基于任务的学习判断(JOLs)测量指标之间的关系,以研究 TBI 后的功能重组。我们假设,在对照组中,即时 JOL 的准确性将与短期记忆和 EFs(而不是长期记忆,LTM)相关,而延迟 JOL 的准确性将主要与 LTM 相关。我们假设,那些从 TBI 中恢复良好的人将表现出记忆、EFs 和 JOLs 之间关系的功能重组。18 名 TBI 患者和 18 名匹配的对照组完成了八项记忆和 EFs 的神经心理学测试。他们学习了单词对,对单词对进行了即时和延迟的 JOL,并对所学单词对进行了线索回忆测试。逐步回归和套索分析为每个组生成了 JOL 准确性的预测模型。对照组中即时 JOL 的准确性由短期记忆、抑制、转换和认知流畅性预测,而延迟 JOL 的准确性由言语回忆预测。在 TBI 患者中,抑制预测即时 JOL 的准确性,转换预测延迟 JOL 的准确性。那些从长期恢复中恢复良好的人的认知重组可能解释了他们能够做出与对照组相似准确性的 JOL 的能力。