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Record W4414648984 · doi:10.1371/journal.pone.0333475

Navigating the dementia caregiving journey: A scoping review protocol of interventions and their responsiveness to caregivers’ evolving needs across the illness trajectory

2025· review· en· W4414648984 on OpenAlexaff
Kristina M. Kokorelias, Nathan M. Stall, Marina B. Wasilewski, Monique A. M. Gignac, Nira Rittenberg, Hardeep Singh, Erica Dove, Maurita T. Harris, Ron Beleno, Gary Naglie, Jill I. Cameron

Bibliographic record

VenuePLoS ONE · 2025
Typereview
Languageen
FieldMedicine
TopicDementia and Cognitive Impairment Research
Canadian institutionsBaycrest HospitalWilfrid Laurier UniversityInstitute for Work & HealthPublic Health OntarioSunnybrook Health Science CentreSinai Health SystemToronto Rehabilitation InstituteUniversity of TorontoToronto Metropolitan UniversityUniversity Health Network
Fundersnot available
KeywordsDementiaPsychological interventionProtocol (science)Intervention (counseling)MEDLINE

Abstract

fetched live from OpenAlex

INTRODUCTION: Family caregivers of persons with dementia (PWD) provide critical and often sustained support across the dementia trajectory. Despite growing recognition of their evolving needs, many interventions remain episodic and not tailored to different caregiving phases. Frameworks like the Timing It Right (TIR) and the Caregiver-Identified Phases of Alzheimer's Disease (CIP-AD) offer structured approaches to understanding how caregiver needs change over time. However, little is known about whether current interventions align with these phase-specific needs. OBJECTIVES: This scoping review aims to (1) explore the extent to which existing dementia caregiving interventions address different stages of the caregiving journey or dementia progression; (2) summarize and characterize these interventions using the Template for Intervention Description and Replication (TIDieR) checklist; and (3) identify characteristics of the populations targeted by these interventions. METHODS: Following JBI methodology and the PRISMA-ScR checklist, we will conduct a scoping review of randomized controlled trials, non-randomized controlled trials, and quasi-experimental studies focused on interventions for unpaid family caregivers of community-dwelling PWD. Studies will be included if they address at least one phase of the dementia trajectory and are delivered in community-based settings. A comprehensive search of six databases from 1995 to 2025 will be developed and peer-reviewed using the PRESS framework. Data will be extracted using a standardized form and analyzed thematically. SIGNIFICANCE: This review will map how dementia caregiving interventions address the evolving needs of caregivers over time and inform future development and implementation of phase-responsive support strategies. The findings will guide research, policy, and practice in creating caregiver-centered interventions that reflect the realities of caregiving across the dementia continuum.

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)0.119
metaresearch head score (Gemma)0.100
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Protocol · Consensus signal: Protocol
Teacher disagreement score0.119
Threshold uncertainty score0.629

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.1190.100
Meta-epidemiology (narrow)0.0060.006
Meta-epidemiology (broad)0.0150.015
Bibliometrics0.0220.021
Science and technology studies0.0080.007
Scholarly communication0.0100.010
Open science0.0070.008
Research integrity0.0100.008
Insufficient payload (model declined to judge)0.0600.013

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 head0.107
GPT teacher head0.440
Teacher spread0.333 · 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 designNot applicable
Domainnot available
GenreProtocol

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

Citations2
Published2025
Admission routes1
Has abstractyes

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