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Updated: May 2, 2026

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Published on: February 14, 2014
Diagnostic Accuracy of Touchscreen-Based Tests for Mild Cognitive Disorders: A Systematic Review and Meta-Analysis
Nathavy Um Din1, Florian Maronnat2, Bruno Oquendo3
1Laboratoire d'Informatique Médicale et d'Ingénierie des Connaissances en e-Santé (LIMICS), Université Sorbonne Paris-Nord, 75005 Paris, France.
Digital touchscreen tools show promise for screening mild neurocognitive disorder (mNCD). These tools demonstrate good diagnostic performance, with pooled sensitivity and specificity of 0.81 and 0.83, respectively, for identifying cognitive deficits.
Area of Science:
- Neurology
- Geriatrics
- Digital Health
Background:
- Mild neurocognitive disorder (mNCD) involves cognitive deficits that do not impair daily functioning.
- Digital touchscreen tools for cognitive assessment are emerging but their clinical relevance requires evaluation.
- The diagnostic accuracy of these novel digital tools for mNCD needs systematic assessment.
Purpose of the Study:
- To identify digital touchscreen tools used in mNCD diagnosis.
- To assess the diagnostic performance of these digital tools for mNCD.
Main Methods:
- A systematic review of 4 databases (PubMed, Embase, Web of Science, IEEE Xplore) was conducted.
- 50 articles using touchscreen tools for cognitive assessment in older adults were included.
- Meta-analysis of 34 articles was performed using a bivariate random-effects model.
Main Results:
- The review included 50 studies with 5974 participants; meta-analysis involved 34 studies with 4500 participants.
- Pooled sensitivity was 0.81 (95% CI: 0.78–0.84) and pooled specificity was 0.83 (95% CI: 0.79–0.86).
- Short, self-administered touchscreen tests performed comparably to longer, assessor-administered tests.
Conclusions:
- Touchscreen tablet cognitive testing is suitable for mNCD screening.
- Further research is necessary to establish clinical utility in primary care and specialized referrals.
- The study was self-funded and registered with PROSPERO (CRD42022358725).
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