Digital Neuropsychology beyond Computerized Cognitive Assessment: Applications of Novel Digital Technologies
Цифровая нейропсихология за пределами компьютеризированной оценки когнитивных функций: применение новых цифровых технологий
2024-02-17
SCID: 54.1/eya26e45
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Digital neuropsychologyEcological momentary assessmentSmartphone-based assessmentVoice biomarkersWearable devices
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Abstract (AI)
Compared with other health disciplines, there is a stagnation in technological innovation in the field of clinical neuropsychology. Traditional paper-and-pencil tests have a number of shortcomings, such as low-frequency data collection and limitations in ecological validity. While computerized cognitive assessment may help overcome some of these issues, current computerized paradigms do not address the majority of these limitations. In this paper, we review recent literature on the applications of novel digital health approaches, including ecological momentary assessment, smartphone-based assessment and sensors, wearable devices, passive driving sensors, smart homes, voice biomarkers, and electronic health record mining, in neurological populations. We describe how each digital tool may be applied to neurologic care and overcome limitations of traditional neuropsychological assessment. Ethical considerations, limitations of current research, as well as our proposed future of neuropsychological practice are also discussed.
Key Findings
1
Clinical neuropsychology has experienced slower technological innovation than other health disciplines, while traditional assessments provide infrequent data and limited ecological validity.
2
Implementation requires attention to ethical issues and limitations in the current evidence base when shaping future neuropsychological practice.
3
Novel digital approaches—including ecological momentary assessment, smartphones, wearables, passive driving sensors, smart homes, voice biomarkers, and electronic health-record mining—could expand neurological assessment and care.
4
Standard computerized cognitive assessments address only some shortcomings of paper-and-pencil testing and leave many limitations unresolved.
5
These technologies may enable more ecologically valid, frequent, and real-world monitoring of cognition and behavior in neurological populations.
Research Object
Novel digital health technologies applied to neuropsychological assessment and neurological populations
Research Subject
Their applications for improving the ecological validity and frequency of neuropsychological assessment and supporting neurological care
Publication Details
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2024-02-17
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