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Record W2956919761 · doi:10.5539/gjhs.v11n9p78

Experiences of Family Members of Persons With Mental Illness: A Qualitative Inquiry

2019· article· en· W2956919761 on OpenAlexvenueno aff
Maureen Nokuthula Sibiya, Vasanthrie Naidoo, Avela Mjajubana

Bibliographic record

VenueGlobal Journal of Health Science · 2019
Typearticle
Languageen
FieldPsychology
TopicFamily Caregiving in Mental Illness
Canadian institutionsnot available
Fundersnot available
KeywordsGeneral partnershipMental healthQualitative researchMental illnessNursingMentally illMedicineExploratory researchRehabilitationEconomic shortageHealth carePsychologyPsychiatryGovernment (linguistics)Sociology

Abstract

fetched live from OpenAlex

The shortage of skilled and experienced health workers, lack of facilities, limited psychiatric care and inaccessible mental health care services in the uMsunduzi Municipality in Northern KwaZulu-Natal are causes of concern. With limited access to health services and resources, family members have no choice, but to take care of mentally ill relatives. These underlying problems have warranted the need to explore the experiences of family members living with mentally ill relatives. A qualitative, exploratory, descriptive design was used to collect data by in-depth one-on-one interviews and findings were analyzed using Tesch’s method of data analysis. This study showed that the uMsunduzi Municipality needed assistance with resources to support family members living with their mentally ill relatives and family members’ lack of knowledge and experience emerged as a major factor that influenced the care, treatment and rehabilitation of their mentally ill relatives. Compounded by inadequate mental health facilities and infrastructure as well as the implications of the non-implementation of the acts, policies, processes and procedures in the uMsunduzi Municipality; this study recommends the need to enhance community education of all health professionals, providing relevant training in mental illness management. A shared decision-making process is vital, so that a collaborative partnership between family members and health professionals across KZN is established. This will in turn enhance the lived experiences of family members and mentally ill patients.

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)0.008
metaresearch head score (Gemma)0.011
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.017
Threshold uncertainty score0.040

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0080.011
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0120.008
Scholarly communication0.0030.004
Open science0.0010.005
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0030.000

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 head0.056
GPT teacher head0.429
Teacher spread0.373 · 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 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

Citations2
Published2019
Admission routes1
Has abstractyes

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