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Record W3119989565 · doi:10.1186/s13011-021-00344-3

“I can’t live like that”: the experience of caregiver stress of caring for a relative with substance use disorder

2021· article· en· W3119989565 on OpenAlexafffund
Geoffrey Maina, Marcella Ogenchuk, Taryn Phaneuf, Abukari Kwame

Bibliographic record

VenueSubstance Abuse Treatment Prevention and Policy · 2021
Typearticle
Languageen
FieldPsychology
TopicFamily Caregiving in Mental Illness
Canadian institutionsUniversity of SaskatchewanPrince Albert Grand Council
FundersSaskatchewan Health Research Foundation
KeywordsPsychologyCaregiver stressSubstance useStress (linguistics)Clinical psychologyMedicineDementia

Abstract

fetched live from OpenAlex

BACKGROUND: The impact of addiction extends beyond the individual using a substance. Caring for an individual with addiction creates persistent stressful circumstances that cause worry, anger, depression, shame, guilt, anxiety, and behavioral problems within the family unit. THE AIM OF THE STUDY: The paper aims to explore the experiences of caring for a relative with a substance use disorder (SUD) and self-care strategies caregivers employ. METHODS: The study adopted an exploratory qualitative design. To be included in the study, participants were required to have a relative with a (SUD) disorder and not be actively using the substance themselves. Individual interviews were conducted to gather their experiences, meanings, and how they made sense of caring for a relative with a SUD. RESULTS: Twenty one participants were involved in the study, of which 17 were women, and four were men of which there had a sister, four had a brother, eight had a parent, six had a dependent, and one participant had a grandparent with a SUD. Four themes, whose overarching focus is the pains of living and caring for a family with a SUD, caused the participants and how the participants mitigated these experiences CONCLUSION: The stress associated with caring for individuals with a SUD impacts the caregiver's physical and mental health. Specific care modalities targeting caregivers need to be developed to address the health impact and to support self-care.

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)0.000
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: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.270
Threshold uncertainty score0.994

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
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 head0.038
GPT teacher head0.320
Teacher spread0.282 · 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 designQualitative
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

Citations41
Published2021
Admission routes2
Has abstractyes

Explore more

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