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Record W4309457378 · doi:10.5539/gjhs.v14n12p18

Adult Children as Caregivers: Preliminary Study on the Experiences and Coping Strategies of Adult Children as Primary Caregivers of Parents with Alzheimer’s Disease in Malaysia

2022· article· en· W4309457378 on OpenAlexvenueno aff
Khairun Nisya Binti Ali Hasmi Nizarl, Ong Shi Joe, Teoh Gaik Kin, Zahra Fazli Khalaf

Bibliographic record

VenueGlobal Journal of Health Science · 2022
Typearticle
Languageen
FieldPsychology
TopicFamily Caregiving in Mental Illness
Canadian institutionsnot available
Fundersnot available
KeywordsThematic analysisDementiaCoping (psychology)DiseasePsychologyQualitative researchPublic healthGerontologyMedicineClinical psychologyNursing

Abstract

fetched live from OpenAlex

Alzheimer’s Disease (AD) is an irreversible brain disorder that affects thinking, memory, reasoning, and daily functioning. According to World Health Organization (2020), there are approximately 50 million people diagnosed with AD, and nearly 60% of them are living in low- and middle-income countries. In Malaysia, the prevalence of dementia is 8.5% among older adults aged 60 and above. Listed as one of the leading causes of death in 2020, curbing AD is not only a burden to the public health system but also brings perpetual stress to the family members who often undertake the primary caregiving role. The research has indicated that adult children as AD patients' primary caregivers (adult-child caregivers) experience higher psychological burdens than other caregiver groups. This qualitative study intended to explore the experiences and coping strategies of adult children as the primary caregivers of AD patients in Malaysia. The recruitment was conducted with the assistance of the Alzheimer’s Disease Foundation Malaysia, whereby eight participants took part in the in-depth interviews. Both face-to-face and telephone interviews were conducted to facilitate the full engagement of the participants in the research. Thematic analysis technique was used to analyze the data. The results showed that, at the personal level, adult children constantly felt emotional burnout, as they were overwhelmed by not knowing how to manage the stress they experienced. The findings reflected that caregiving for parents with AD involves a process that was depicted as the discovery of behavior changes, having difficulties accepting the diagnosis, making an adjustment to the role of a caregiver, and finally accepting their function and the reality of the disease. Recommendations for interventions and further research have been discussed.

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)0.003
metaresearch head score (Gemma)0.004
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 score0.015
Threshold uncertainty score0.030

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.004
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0040.002
Scholarly communication0.0020.002
Open science0.0010.002
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0020.000

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 head0.017
GPT teacher head0.321
Teacher spread0.304 · 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".

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Citations0
Published2022
Admission routes1
Has abstractyes

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