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Record W4414055177 · doi:10.1371/journal.pone.0322423

What is known from the existing literature about adolescent knowledge and attitudes towards dementia and interventions to enhance this? A scoping review

2025· review· en· W4414055177 on OpenAlexaboutno aff
Niamh McCarthy, Svea Nagel, Gabriel Vaughan, Emma Berry, Gillian Carter, Lisa Graham‐Wisener

Bibliographic record

VenuePLoS ONE · 2025
Typereview
Languageen
FieldMedicine
TopicDementia and Cognitive Impairment Research
Canadian institutionsnot available
Fundersnot available
KeywordsIntervention (counseling)Psychological interventionDementiaMEDLINEKnowledge translationBody of knowledge

Abstract

fetched live from OpenAlex

OBJECTIVES: Individuals with dementia often experience stigmatisation and social exclusion. To develop dementia-friendly communities, it is important to take a life-course approach to enhance the perception of dementia in the general population. Currently, we lack an overall understanding of adolescent perceptions of dementia. This scoping review is the first to identify the existing literature on the knowledge and attitudes held by adolescents (aged 10-19 years) towards dementia. METHODS: A JBI Scoping Review. Four bibliographic databases (MEDLINE, PsycINFO, EMBASE, and CINAHL) were searched to identify eligible studies. Eligibility criteria included qualitative and quantitative studies examining the knowledge and attitudes of adolescents (10-19-year-olds) towards dementia. Studies were screened for eligibility, with data extracted using JBI tools and synthesised in relation to i) knowledge and attitudes and ii) interventions. RESULTS: In total 21 publications were identified from the UK, Slovenia, the United States, Taiwan, Canada, Israel, South Africa, and South Korea. Ten of these studies included interventions. Overall, studies reported adolescents to have a relatively low level of objective knowledge about dementia. Conversely, attitudes towards dementia were largely reported to be neutral-positive. However, adolescents living with a relative with dementia often held predominantly negative attitudes towards the condition. Gender and having a family member living with dementia were important predictors of both knowledge and attitudes. Interventions to date are educational or intergenerational in focus and appear similarly effective in increasing attitudes and awareness towards dementia. CONCLUSIONS: The current scoping review identified a small but emergent body of literature on adolescent knowledge and attitudes towards dementia. The synthesised findings indicate low objective knowledge to be a particularly useful target for intervention and alongside other findings, will be useful to inform future research, particularly the development of high-quality intervention studies.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.018
metaresearch head score (Gemma)0.091
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.018
Threshold uncertainty score0.098

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0180.091
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0060.005
Bibliometrics0.0140.014
Science and technology studies0.0010.002
Scholarly communication0.0070.007
Open science0.0020.003
Research integrity0.0040.003
Insufficient payload (model declined to judge)0.0070.001

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.131
GPT teacher head0.456
Teacher spread0.324 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designSystematic review
Domainnot available
GenreReview

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations1
Published2025
Admission routes1
Has abstractyes

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