ArticleJournal of medical Internet research2021
Efficacy of Smart Speaker-Based Metamemory Training in Older Adults: Case-Control Cohort Study.
Article in Journal of medical Internet research, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers, 1 of them a synthesis that pooled it.
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Who cites it
13 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Electronic Health Interventions and Cervical Cancer Screening: Systematic Review and Meta-Analysis.Journal of medical Internet research · 2024Pooled it
- Efficacy and Safety of Mobile App-Based Metamemory Cognitive Training for Mild Cognitive Impairment: Multicenter Randomized Clinical Trial.JMIR mHealth and uHealth · 2026Trial
- Cognitive Reablement Using Digital Voice Assistants for People Living With Dementia or Mild Cognitive Impairment: A Co-Design Study.Health expectations : an international journal of public participation in health care and health policy · 2026Article
- Article
- Voice-Based Remote Care Program for Vulnerable Older Adults in a Rural Community: Single-Arm Pilot Clinical Study.JMIR aging · 2025Article
- Smart Speakers for Health and Well-Being of Older Adults: A Mixed-Methods Review.Healthcare (Basel, Switzerland) · 2025Review
- From Command to Care: A Scoping Review on Utilization of Smart Speakers by Patients and Providers.Mayo Clinic proceedings. Digital health · 2024Review
- Investigating the Integration and the Long-Term Use of Smart Speakers in Older Adults' Daily Practices: Qualitative Study.JMIR mHealth and uHealth · 2024Article
- Altered functional connectivity within default mode network after rupture of anterior communicating artery aneurysm.Frontiers in aging neuroscience · 2022Article
- Altered hippocampal functional connectivity after the rupture of anterior communicating artery aneurysm.Frontiers in aging neuroscience · 2022Article
- Medical Specialty Recommendations by an Artificial Intelligence Chatbot on a Smartphone: Development and Deployment.Journal of medical Internet research · 2021Article
- Can intelligent virtual assistants improve cognitive function in older adults? A two-wave mediation study.Digital healthArticle
- The Subjective Memory Complaints Questionnaire: a systematic review of psychometric properties, clinical applications, and neurobiological correlates.Alzheimer's & dementia (Amsterdam, Netherlands)Review
Corrections and comments
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Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundMetamemory training (MMT) is a useful training strategy for improving cognitive functioning in the older adult population. Despite the advantages, there are limitations imposed by location and time constraints.
objectiveThis study aimed to develop a smart speaker-based MMT program and evaluate the efficacy of the program in older adults without cognitive impairment.
methodsThis study used a case-control cohort design. The smart speaker-based MMT program comprised 3 training sessions per day, 5 days a week, for 8 weeks. Each training session took approximately 15 minutes. This program was implemented using smart speakers, not human trainers. All participants completed the Mini-Mental State Examination, Subjective Memory Complaints Questionnaire, Verbal Learning Test, Digit Span Test, fluency tests, and a short-form version of the Geriatric Depression Scale before and after training.
resultsA total of 60 subjects (29 in the MMT group and 31 in the control group) participated in the study. The training group showed significant increases in the delayed free recall, digit span forward, digit span backward, and fluency test scores compared with the control group.
conclusionsThis study confirmed the efficacy of smart speaker-based MMT in older adults. Home-based smart speaker-based MMT is not limited with respect to location or constrained by space and may help older adults with subjective cognitive decline without requiring intervention by human professionals.
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