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Record W2041149555 · doi:10.1177/153331750301800507

Measuring and enhancing self-efficacy among professional caregivers of individuals with dementia

2003· article· en· W2041149555 on OpenAlexaff
Corey S. Mackenzie, Gina Peragine

Bibliographic record

VenueAmerican Journal of Alzheimer s Disease & Other Dementias® · 2003
Typearticle
Languageen
FieldHealth Professions
TopicHealthcare professionals’ stress and burnout
Canadian institutionsBaycrest Hospital
Fundersnot available
KeywordsBurnoutDementiaCaregiver stressSelf-efficacyPsychologyIntervention (counseling)Clinical psychologyCaregiver burdenPopulationConstruct (python library)Family caregiversNursingMedicineDiseasePsychotherapist

Abstract

fetched live from OpenAlex

Nurses who provide care for individuals with Alzheimer's disease and other dementias are at risk of burnout. Self-efficacy is a psychological construct with the potential to help reduce or prevent the impact of caregiver stress. Evidence supporting a link between higher levels of self-efficacy and lower levels of stress is emerging among lay caregivers. However, concurrent research for professional caregivers lags behind, partly due to a lack of appropriate self-efficacy measures for this population. We developed an intervention to enhance self-efficacy and an inventory to measure its improvements among long-term care nurses. Training resulted in lasting improvements in knowledge and self-efficacy regarding the management of challenging team, resident, and family situations. Short-term reductions in caregiver burnout were also evident. Suggestions for maintaining improvements in caregiver burnout over longer periods are offered.

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)0.002
metaresearch head score (Gemma)0.000
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 score0.022
Threshold uncertainty score0.940

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.034
GPT teacher head0.343
Teacher spread0.309 · 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

Citations105
Published2003
Admission routes1
Has abstractyes

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