Lazaridis School of Business & Economics, Wilfrid Laurier University, Brantford, ON, Canada.
Health Studies, Faculty of Human and Social Sciences, Wilfrid Laurier University, Brantford, ON, Canada.
J Med Internet Res. 2024 Apr 19;26:e56883. doi: 10.2196/56883.
With the rapid aging of the global population, the prevalence of mild cognitive impairment (MCI) and dementia is anticipated to surge worldwide. MCI serves as an intermediary stage between normal aging and dementia, necessitating more sensitive and effective screening tools for early identification and intervention. The BrainFx SCREEN is a novel digital tool designed to assess cognitive impairment. This study evaluated its efficacy as a screening tool for MCI in primary care settings, particularly in the context of an aging population and the growing integration of digital health solutions.
The primary objective was to assess the validity, reliability, and applicability of the BrainFx SCREEN (hereafter, the SCREEN) for MCI screening in a primary care context. We conducted an exploratory study comparing the SCREEN with an established screening tool, the Quick Mild Cognitive Impairment (Qmci) screen.
A concurrent mixed methods, prospective study using a quasi-experimental design was conducted with 147 participants from 5 primary care Family Health Teams (FHTs; characterized by multidisciplinary practice and capitated funding) across southwestern Ontario, Canada. Participants included health care practitioners, patients, and FHT administrative executives. Individuals aged ≥55 years with no history of MCI or diagnosis of dementia rostered in a participating FHT were eligible to participate. Participants were screened using both the SCREEN and Qmci. The study also incorporated the Geriatric Anxiety Scale-10 to assess general anxiety levels at each cognitive screening. The SCREEN's scoring was compared against that of the Qmci and the clinical judgment of health care professionals. Statistical analyses included sensitivity, specificity, internal consistency, and test-retest reliability assessments.
The study found that the SCREEN's longer administration time and complex scoring algorithm, which is proprietary and unavailable for independent analysis, presented challenges. Its internal consistency, indicated by a Cronbach α of 0.63, was below the acceptable threshold. The test-retest reliability also showed limitations, with moderate intraclass correlation coefficient (0.54) and inadequate κ (0.15) values. Sensitivity and specificity were consistent (63.25% and 74.07%, respectively) between cross-tabulation and discrepant analysis. In addition, the study faced limitations due to its demographic skew (96/147, 65.3% female, well-educated participants), the absence of a comprehensive gold standard for MCI diagnosis, and financial constraints limiting the inclusion of confirmatory neuropsychological testing.
The SCREEN, in its current form, does not meet the necessary criteria for an optimal MCI screening tool in primary care settings, primarily due to its longer administration time and lower reliability. As the number of digital health technologies increases and evolves, further testing and refinement of tools such as the SCREEN are essential to ensure their efficacy and reliability in real-world clinical settings. This study advocates for continued research in this rapidly advancing field to better serve the aging population.
INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): RR2-10.2196/25520.
随着全球人口的快速老龄化,预计轻度认知障碍(MCI)和痴呆症的患病率将在全球范围内激增。MCI 是正常衰老和痴呆症之间的中间阶段,因此需要更敏感和有效的筛查工具来进行早期识别和干预。BrainFx SCREEN 是一种用于评估认知障碍的新型数字工具。本研究评估了其作为初级保健环境中 MCI 筛查工具的有效性,特别是在人口老龄化和数字健康解决方案日益融合的背景下。
主要目的是评估 BrainFx SCREEN(以下简称“SCREEN”)在初级保健环境中用于 MCI 筛查的有效性、可靠性和适用性。我们进行了一项探索性研究,比较了 SCREEN 与既定的筛查工具——Quick Mild Cognitive Impairment (Qmci) 筛查。
在加拿大安大略省西南部的 5 个家庭健康团队(FHT)中,使用准实验设计进行了一项同时采用混合方法的前瞻性研究。参与者包括医疗保健从业者、患者和 FHT 行政主管。有资格参加研究的是年龄在 55 岁及以上、无 MCI 病史或痴呆症诊断的 FHT 患者。参与者使用 SCREEN 和 Qmci 进行筛查。该研究还纳入了老年焦虑量表-10,以评估每次认知筛查时的一般焦虑水平。将 SCREEN 的评分与 Qmci 和医疗保健专业人员的临床判断进行比较。统计分析包括敏感性、特异性、内部一致性和测试-重测可靠性评估。
研究发现,SCREEN 的较长管理时间和复杂的评分算法(专有且无法进行独立分析)带来了挑战。其内部一致性(Cronbach α 为 0.63)低于可接受的阈值。测试-重测可靠性也存在局限性,其组内相关系数(0.54)和kappa 值(0.15)均不足。交叉表和不一致分析之间的灵敏度和特异性一致(分别为 63.25%和 74.07%)。此外,由于人口统计学上的偏差(147 名参与者中有 96 名,占 65.3%为女性,受教育程度较高)、缺乏用于 MCI 诊断的综合金标准以及限制纳入确认性神经心理学测试的财务限制,该研究还面临其他限制。
SCREEN 目前的形式不符合初级保健环境中理想的 MCI 筛查工具的必要标准,主要是因为其管理时间较长且可靠性较低。随着数字健康技术的数量增加和不断发展,需要进一步测试和改进像 SCREEN 这样的工具,以确保它们在现实临床环境中的有效性和可靠性。本研究主张在这个快速发展的领域继续研究,以更好地为老龄化人口服务。