Population Data Science, Swansea University Medical School, Swansea University, Swansea, United Kingdom.
Department of Neurology, Morriston Hospital, Swansea Bay National Health Service Trust, Swansea, United Kingdom.
J Med Internet Res. 2020 Sep 23;22(9):e18234. doi: 10.2196/18234.
Incorporating cognitive testing into routine clinical practice is a challenge in multiple sclerosis (MS), given the wide spectrum of both cognitive and physical impairments people can have and the time that testing requires. Shortened paper and verbal assessments predominate but still are not used routinely. Computer-based tests are becoming more widespread; however, changes in how a paper test is implemented can impact what exactly is being assessed in an individual. The Symbol Digit Modalities Test (SDMT) is one validated test that forms part of the cognitive batteries used in MS and has some computer-based versions. We developed a tablet-based SDMT variant that has the potential to be ultimately deployed to patients' own devices.
This paper aims to develop, validate, and deploy a computer-based SDMT variant, the Cognition Reaction (CoRe) test, that can reliably replicate the characteristics of the paper-based SDMT.
We carried out analysis using Pearson and intraclass correlations, as well as a Bland-Altman comparison, to examine consistency between the SDMT and CoRe tests and for test-retest reliability. The SDMT and CoRe tests were evaluated for sensitivity to disability levels and age. A novel metric in CoRe was found: question answering velocity could be calculated. This was evaluated in relation to disability levels and age for people with MS and compared with a group of healthy control volunteers.
SDMT and CoRe test scores were highly correlated and consistent with 1-month retest values. Lower scores were seen in patients with higher age and some effect was seen with increasing disability. There was no learning effect evident. Question answering velocity demonstrated a small increase in speed over the 90-second duration of the test in people with MS and healthy controls.
This study validates a computer-based alternative to the SDMT that can be used in clinics and beyond. It enables accurate recording of elements of cognition relevant in MS but offers additional metrics that may offer further value to clinicians and people with MS.
鉴于多发性硬化症(MS)患者在认知和身体功能方面存在广泛的损伤,且认知测试需要耗费大量时间,因此,将认知测试纳入常规临床实践是一项挑战。简短的纸质和口头评估方法较为常见,但仍未得到常规应用。基于计算机的测试应用越来越广泛;然而,纸质测试的实施方式发生变化会影响到对个体进行的具体评估内容。符号数字模态测试(SDMT)是一种经过验证的测试,它是 MS 认知测试组合的一部分,并且有一些基于计算机的版本。我们开发了一种基于平板电脑的 SDMT 变体,它具有最终部署到患者自有设备的潜力。
本文旨在开发、验证和部署一种基于计算机的 SDMT 变体,即认知反应(CoRe)测试,该测试能够可靠地复制基于纸张的 SDMT 的特征。
我们使用 Pearson 和组内相关系数以及 Bland-Altman 比较来进行分析,以检查 SDMT 和 CoRe 测试之间的一致性以及测试-再测试的可靠性。评估了 SDMT 和 CoRe 测试对残疾程度和年龄的敏感性。在 CoRe 中发现了一种新的指标:可以计算问题回答速度。评估了 MS 患者和健康对照组中该指标与残疾程度和年龄的关系。
SDMT 和 CoRe 测试得分高度相关,与 1 个月后的复测值一致。年龄较大的患者得分较低,且随着残疾程度的增加,得分也会有所下降。没有发现学习效应。在 MS 患者和健康对照组中,在 90 秒的测试期间,问题回答速度呈现出逐渐加快的趋势。
这项研究验证了一种基于计算机的 SDMT 替代方法,可用于诊所和其他场所。它能够准确记录与 MS 相关的认知元素,但提供了其他指标,可能为临床医生和 MS 患者提供更多价值。