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Published on: June 1, 2015
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Mobile applications for cognitive training: Content analysis and quality review.
Myeonghwan Bang1,2, Chan Woong Jang3, Hyoung Seop Kim1
1Department of Physical Medicine and Rehabilitation, National Health Insurance Service Ilsan Hospital, Goyang, Republic of Korea.
Internet Interventions
|June 14, 2023
Summary
Mobile apps for cognitive training often focus on memory and attention, but lack executive function training. Higher quality apps offer more cognitive domains and receive more reviews.
Area of Science:
- Digital health
- Mobile health (mHealth)
- Cognitive science
Background:
- Cognitive diseases and age-related cognitive decline are growing public health concerns.
- Mobile applications (apps) show potential as digital therapeutics for cognitive training.
- The content and quality of existing cognitive training apps require systematic evaluation.
Purpose of the Study:
- To systematically search and assess the quality of cognitive training apps.
- To utilize the multidimensional mobile app rating scale (MARS) for objective quality assessment.
- To identify critical factors influencing app quality and user engagement.
Main Methods:
- A comprehensive search of Google Play Store and Apple App Store was conducted in February 2022.
- Apps were analyzed for cognitive domains targeted (memory, attention, executive function, visuospatial function).
- The Multidimensional Mobile App Rating Scale (MARS) was employed to evaluate app quality, alongside analysis of review counts and star ratings.
Main Results:
- Of 53 apps, 98% targeted memory and 91% targeted attention; fewer targeted executive (45%) or visuospatial (36%) functions.
- The mean MARS quality score was 3.09 (SD 0.61). Engagement scored lower (2.97) than functionality (3.18), aesthetics (3.13), and information (3.11).
- App quality demonstrated a significant positive association with the number of reviews (r=0.447, P=.001) and showed an increasing trend with more cognitive domains included (P=.002).
Conclusions:
- Cognitive training apps predominantly focus on memory and attention, with limited inclusion of executive and visuospatial domains.
- App quality significantly improves with the inclusion of a broader range of cognitive domains.
- Future mobile app development for cognitive training should consider incorporating diverse cognitive domains and focus on enhancing user engagement to improve overall quality and effectiveness.

