Evidence map›Paper›PMID 40218585›Full record

ArticleSensors (Basel, Switzerland)2025

EEG-Based Engagement Monitoring in Cognitive Games.

Yusuf Ahmed, Martin Ferguson-Pell, Kim Adams, Adriana Ríos Rincón

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Article
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

4 authors.

Yusuf AhmedDepartment of Occupational Therapy, Faculty of Rehabilitation Medicine, University of Alberta, 8205 114 St NW, Edmonton, AB T6G 2G4, Canada.
Martin Ferguson-PellFaculty of Rehabilitation Medicine, University of Alberta, 8205 114 St NW, Edmonton, AB T6G 2G4, Canada.ORCID 0000-0003-0321-6256
Kim AdamsFaculty of Rehabilitation Medicine, University of Alberta, 8205 114 St NW, Edmonton, AB T6G 2G4, Canada.
Adriana Ríos RincónDepartment of Occupational Therapy, Faculty of Rehabilitation Medicine, University of Alberta, 8205 114 St NW, Edmonton, AB T6G 2G4, Canada.ORCID 0000-0002-9018-9761

Funding

AGE-WELL AW-PP2019-PP4
6 · The paper itself

Abstract

Cognitive decline and dementia prevention are global priorities, with cognitive rehabilitation games showing potential to delay their onset or progression. However, these games require sufficient user engagement to be effective. Assessing the engagement through questionnaires is challenging for the individuals suffering from cognitive decline due to age or dementia. This study aims to explore the relationship between game difficulty levels, three EEG engagement indices (

Indexed as

CognitionCognitive DysfunctionElectroencephalographyVideo GamesAdultAgedAlgorithmsDementiaFemaleHumansMachine LearningMaleMiddle AgedSurveys and QuestionnairesYoung Adultcognitive declinecomputerised cognitive gamesdementiaEEGengagementmachine learning (ML)older adults

Identifiers

PMID40218585
PMCPMC11991241

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.