Evidence map›Paper›PMID 42210984›Full record

ArticleJournal of cognitive enhancement : towards the integration of theory and practice2025

Usability and Acceptance of In-App Social-Interacting Features for Promoting Adherence to Computerized Cognitive Training: A Pilot Evaluation.

Zhe He, Yuanying Pang, Lucas von Hollen, Marcela Castano, Heidi Kinsell, Jonathan Adams, Keith Roberson, Patricia Born, Hongyu Miao

Abstract read
In one paragraph

Article in Journal of cognitive enhancement : towards the integration of theory and practice, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Zhe HeSchool of Information, Florida State University.
Yuanying PangSchool of Information, Florida State University.
Lucas von HollenSchool of Information, Florida State University.
Marcela CastanoFacilities, Florida State University.
Heidi KinsellCollege of Medicine, Florida State University.
Jonathan AdamsSchool of Information, Florida State University.
Keith RobersonDepartment of Arts, Florida State University.
Patricia BornCollege of Business, Florida State University.
Hongyu MiaoCollege of Nursing, Florida State University.

Funding

The Adherence Promotion with Person-centered Technology (APPT) Project: Promoting Adherence to Enhance the Early Detection and Treatment of Cognitive DeclineR01AG064529 · NIA · FLORIDA STATE UNIVERSITY · PI BOOT, WALTER RICHARD, CHAKRABORTY, SHAYOK · 2019 to 2023
$3.2M
NIA NIH HHS R01 AG064529
6 · The paper itself

Abstract

As the aging population grows, cognitive decline and dementia may pose more significant public health challenges. Non-pharmacologic interventions, including cognitive training, offer potential solutions to mitigate cognitive deterioration; however, intervention adherence remains a key challenge. This pilot study examines the impact of social interaction features on adherence to cognitive training among older adults using the Mind Frontier software, a gamified cognitive training program. This study aimed to evaluate whether the integration of a leaderboard and chat system is associated with self-perceived social connectiveness (measured by a loneliness scale), adherence to and self-perceived efficacy in cognitive training, and the usability of the cognitive training system. A single-group pre-post design was employed, involving 24 participants aged 65 and older who completed a four-week intervention. Participants were provided with a tablet-based training system and were instructed to complete cognitive training sessions three days per week. Adherence metrics, usability ratings, and social engagement data were collected. Results indicated that while most participants maintained minimal adherence throughout the intervention, adherence levels declined over time. Frequent users of the chat and leaderboard functions rated the system more favorably but did not show significantly higher adherence compared to infrequent users. Additionally, a slight increase in loneliness and a decrease in self-efficacy were observed post-training, suggesting the need for enhanced support and interactive features. Correlation analysis revealed that higher adherence was associated with decreased loneliness, and participants with higher post-training self-efficacy gave better usability ratings. This study highlights the potential of integrating social interaction into cognitive training programs to promote adherence, while also underscoring the challenges of maintaining long-term adherence. Future research should investigate strategies to sustain engagement in technology-based cognitive interventions for older adults.

Identifiers

PMID42210984
PMCPMC13215691

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.