ArticleBMC geriatrics2021
Combining a variable-centered and a person-centered analytical approach to caregiving burden - a holistic approach.
Article in BMC geriatrics, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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Who cites it
8 citing papers in PubMed, 12 citations in OpenAlex.
- Article
- Latent profile and associated factors of digital health literacy among patients with coronary heart disease: a cross-sectional study.Frontiers in public health · 2026Article
- Latent profiles of digital health literacy and perceived stigma in burn patients: a cross-sectional study.Frontiers in public health · 2025Article
- Racial Differences in Older Adult's Mental Health and Cognitive Symptomatology: Identifying Subgroups Using Multiple-Group Latent Class Analysis.Journal of aging and health · 2024Article
- A modified transactional model of stress and coping on depressive symptoms among informal caregivers of persons with dementia.Scientific reports · 2024Article
- Article
- Positive aspects of caregiving among informal caregivers of persons with dementia in the Asian context: a qualitative study.BMC geriatrics · 2023Article
- The impact of having foreign domestic workers on informal caregivers of persons with dementia - findings from a multi-method research in Singapore.BMC geriatrics · 2022Article
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Authors and funding
9 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundInformal caregivers of persons with dementia often experience elevated levels of caregiving burden. However, existing studies tend to use a variable-centered approach to explore it. This study aims to understand the caregiving burden of informal caregivers of persons with dementia in Singapore through a combination of variable-centered and person-centered analytical approaches, and explore the correlates of identified factors and latent classes of caregiving burden.
methodsZarit Burden Interview was used to gauge the caregiving burden of 282 primary informal caregivers of persons with dementia recruited through convenience sampling in Singapore. Factor analysis and latent class analysis were conducted to identify the latent factors and the latent classes of Zarit Burden Interview, followed by multiple linear regression and multinomial logistic regression to explore their significant correlates.
resultsThe analyses suggested a 17-item 3-factor structure for Zarit burden interview and three mutually exclusive caregiving burden classes. Regression analyses found that caregiving related variables especially care recipients' memory and behaviour problems were correlated with both the factors and latent classes of caregiving burden.
conclusionsThe combination of these two approaches suggests that caregivers experiencing higher burden on one domain are likely to experience higher burden on the other two domains. This further supports the point that more attention should be given to caregivers who experience an overall high burden. Future research could explore the generalizability of our findings among caregivers elsewhere and explore the type of support needed by caregivers, especially those experiencing high burden.
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