MétaCan
Menu
Back to cohort
Record W2905117128 · doi:10.1111/jgs.15690

Association of Informal Caregiver Distress with Health Outcomes of Community‐Dwelling Dementia Care Recipients: A Systematic Review

2018· review· en· W2905117128 on OpenAlexafffund
Nathan M. Stall, Sanghun J. Kim, Kate Anne Hardacre, Prakesh S. Shah, Sharon E. Straus, Susan E. Bronskill, Lisa M. Lix, Chaim M. Bell, Paula A. Rochon

Bibliographic record

VenueJournal of the American Geriatrics Society · 2018
Typereview
Languageen
FieldMedicine
TopicDementia and Cognitive Impairment Research
Canadian institutionsSinai Health SystemUniversity of ManitobaInstitute for Clinical Evaluative SciencesSt. Michael's HospitalWomen's College HospitalUniversity of Toronto
FundersUniversity of Toronto
KeywordsDementiaMedicinePsycINFOCINAHLDistressMEDLINECochrane LibraryPsychiatryObservational studyCaregiver burdenGerontologyDiseaseClinical psychologyMeta-analysisPsychological intervention

Abstract

fetched live from OpenAlex

BACKGROUND: Most dementia care occurs in the community with support from informal caregivers who are often distressed. Dementia caregiver distress is known to be hazardous to the caregiver's health, but the impact on the dementia care recipient is not well known. METHODS: We searched the Medline, Embase, PsycINFO, CINAHL, and Cochrane databases from inception until June 2017 for studies investigating the association of informal caregiver distress with health outcomes of community-dwelling dementia care recipients. The search results were screened and then data abstracted, and the risk of bias was appraised independently by pairs of reviewers. RESULTS: We included 81 original investigations (n = 43 761 caregivers and dementia care recipients). Sixty-six studies (81.5%) were observational or cross-sectional in design, and 47 studies (58%) had a low risk of bias. There was considerable clinical and methodological heterogeneity precluding quantitative synthesis. Dementia care recipients (n = 21 881) had a mean age of 78.2 years (SD ± 3.8 y), half (50.0%) were women, and two-thirds (66.1%) had Alzheimer's disease. The dementia caregivers (n = 21 880) had a mean age of 62.5 years (SD ± 23.3), three-quarters (74.1%) were women, and one-half (50.5%) were spouses of the dementia care recipient. Twenty-two unique dementia care recipient outcomes were studied including cognition, mood, quality of life, function, healthcare utilization, and costs. Overall, informal caregiver distress is commonly associated with the institutionalization of the dementia care recipient, worsening behavioral and psychological symptoms of dementia, and experiencing elder abuse. CONCLUSION: Informal caregiving is a cornerstone of dementia care, and distress related to this role is associated with worsening of several dementia care recipient health outcomes. It is important that clinicians and researchers worldwide consider the broader consequences of caregiver distress. J Am Geriatr Soc 67:609-617, 2019.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.003
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation 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 score0.070
Threshold uncertainty score0.675

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0040.002
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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 head0.026
GPT teacher head0.361
Teacher spread0.335 · 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 teacher head, 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

Citations179
Published2018
Admission routes2
Has abstractyes

Explore more

Same venueJournal of the American Geriatrics SocietySame topicDementia and Cognitive Impairment ResearchFrench-language works237,207