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Record W2740063019 · doi:10.1177/1471301217716725

Factors Associated with the Quality of Life of People with Dementia and with Quality of Life-Improving Interventions: Scoping Review

2017· article· en· W2740063019 on OpenAlexfundno aff
Arja Holopainen, Hannele Siltanen, Anita Pohjanvuori, Merja Mäkisalo-Ropponen, Eila Okkonen

Bibliographic record

VenueDementia · 2017
Typearticle
Languageen
FieldMedicine
TopicDementia and Cognitive Impairment Research
Canadian institutionsnot available
FundersAlzheimer Society
KeywordsPsycINFOCINAHLDementiaPsychological interventionQuality of life (healthcare)GerontologySystematic reviewMEDLINECochrane LibraryMedicinePsychologyMeta-analysisPsychiatryNursingDisease

Abstract

fetched live from OpenAlex

OBJECTIVES: To synthesise current research exploring the factors and interventions associated with the quality of life of people with dementia. BACKGROUND: Dementia is a progressive condition affecting an estimated 40 million people worldwide. The illness has a significant impact on the lives of the persons affected and their loved ones, and may thus impair the quality of life of both. As it progresses, dementia weakens the patients' ability to express their own views about their quality of life and the factors associated with it. DESIGN: Scoping review. DATA SOURCES: Electronic database search of MEDLINE, CINAHL, PsycINFO, Joanna Briggs Institute Library, Cochrane Database of Systematic Reviews, Database of Abstracts of Reviews of Effects (DARE), EMBASE, Medic published up to March 2016; and incremental hand search. Review method: Systematic or other kinds of reviews and single studies were included for the review if they met the inclusion criteria. Results: A total of 20 reviews and 7 primary studies were retained for synthesis. Key findings were abstracted and a themes matrix was generated to identify patterns of meaning. The factors associated with the quality of life of people with dementia were sociodemographic factors, factors related to dementia and social and caring environment. Interventions supporting quality of life focused on the activation of people with dementia. Conclusions: This scoping review identified a large body of knowledge exploring the factors and interventions associated with the quality of life of people with dementia. The interventions were heterogeneous and the sample sizes small, which is why more research is needed.

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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.013
Threshold uncertainty score0.473

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.140
GPT teacher head0.423
Teacher spread0.283 · 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 designObservational
Domainnot available
GenreEmpirical

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

Citations35
Published2017
Admission routes1
Has abstractyes

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