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Digital assessment of working memory and processing speed in everyday life: Feasibility, validation, and lessons-learned.
Internet Interventions ( IF 3.6 ) Pub Date : 2020-03-01 , DOI: 10.1016/j.invent.2019.100300
N E M Daniëls 1, 2 , S L Bartels 1, 3 , S J W Verhagen 1 , R J M Van Knippenberg 1, 3 , M E De Vugt 1, 3 , Ph A E G Delespaul 1, 4
Affiliation  

Objectives Cognitive functioning is often impaired in mental and neurological conditions and might fluctuate throughout the day. An existing experience-sampling tool was upgraded to assess individual's cognition in everyday life. The objectives were to test the feasibility and validity of two momentary cognition tasks. Methods The momentary Visuospatial Working Memory Task (mVSWMT) and momentary Digit Symbol Substitution Task (mDSST) were add-ons to an experience sampling method (ESM) smartphone app. Healthy adults (n = 49) between 19 and 73 years of age performed the tasks within an ESM questionnaire 8 times a day, over 6 consecutive days. Feasibility was determined through completion rate and participant experience. Validity was assessed through contextualization of cognitive performance within intrapersonal and situational factors in everyday life. Findings Participants experienced the tasks as pleasant, felt motivated, and the completion rate was high (71%). Social context, age, and distraction influenced cognitive performance in everyday life. The mVSWMT was too difficult as only 37% of recalls were correct and thus requires adjustments (i.e. fixed time between encoding and recall; more trials per moment). The mDSST speed outcome seems the most sensitive outcome measure to capture between- and within-person variance. Conclusions Short momentary cognition tasks for repeated assessment are feasible and hold promise, but more research is needed to improve validity and applicability in different samples. Recommendations for teams engaging in the field include matching task design with traditional neuropsychological tests and involving a multidisciplinary team as well as users. Special attention for individual needs can improve motivation and prevent frustration. Finally, tests should be attractive and competitive to stimulate engagement, but still reflect actual cognitive functioning.

中文翻译:


日常生活中工作记忆和处理速度的数字评估:可行性、验证和经验教训。



目标 认知功能经常因精神和神经系统疾病而受损,并且可能全天波动。现有的经验采样工具经过升级,可以评估个人在日常生活中的认知能力。目的是测试两项瞬时认知任务的可行性和有效性。方法 瞬时视觉空间工作记忆任务(mVSWMT)和瞬时数字符号替换任务(mDSST)是经验采样方法(ESM)智能手机应用程序的附加组件。 19 至 73 岁之间的健康成年人 (n = 49) 连续 6 天每天执行 8 次 ESM 问卷中的任务。可行性是通过完成率和参与者的经验来确定的。通过日常生活中个人内部和情境因素中认知表现的情境化来评估有效性。结果 参与者对任务的体验是愉快的、有动力的、完成率很高(71%)。社会背景、年龄和注意力会影响日常生活中的认知表现。 mVSWMT 太难了,因为只有 37% 的回忆是正确的,因此需要调整(即编码和回忆之间的固定时间;每个时刻更多的尝试)。 mDSST 速度结果似乎是捕捉人与人之间差异的最敏感的结果衡量标准。结论 用于重复评估的短期认知任务是可行的并且有希望,但需要更多的研究来提高不同样本的有效性和适用性。对从事该领域的团队的建议包括将任务设计与传统的神经心理学测试相匹配,并让多学科团队和用户参与其中。对个人需求的特别关注可以提高动力并防止沮丧。 最后,测试应该具有吸引力和竞争性,以刺激参与度,但仍能反映实际的认知功能。
更新日期:2020-03-01
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