ArticleBMC public health2024
Excess costs of depression among a population-based older adults with chronic diseases in Singapore.
Article in BMC public health, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.
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Who cites it
4 citing papers in PubMed.
- Association of the red blood cell distribution width-to-albumin ratio with incident depression and depressive symptom trajectories in older adults.European archives of psychiatry and clinical neuroscience · 2026Article
- Global economic burden of depression in 154 countries from 2025 to 2050.Nature medicine · 2026Article
- High-Frequency Functional Trajectories Predict Depressive Worsening in Singapore's Community-Dwelling Older Adults.Healthcare (Basel, Switzerland) · 2026Article
- Social isolation to depression: the chain mediating effect of sleep duration and frailty-evidence from a Chinese nationwide cross-sectional study.BMC geriatrics · 2025Article
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7 authors.
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Abstract
backgroundThere is limited evidence on the economic burden of depression among the older population in Singapore.
objectiveWe aim to evaluate the impact of depression on healthcare expenditure and productivity loss among older adults with chronic diseases in Singapore.
methodsUsing the data from the Well-being of the Singapore Elderly study (WiSE), a 2011 national representative survey of older adults aged 60 years and above, 2510 respondents were included in this study. The sample comprised 44% male and 56% female respondents with 75% respondents aged between 60 and 74 years old. Healthcare utilisation data was obtained from respondents and healthcare cost was tabulated by multiplying each service unit by the unit cost price. These services include care from polyclinic doctors, private general practitioners (GP), outpatient specialists and inpatient care. We modelled the relationship of healthcare cost and depression using two-part models (probit & generalised linear model - loglink and gamma distribution).
resultsFor total healthcare expenditure, older adults with both depression and chronic diseases were associated with an average annual incremental cost of $7940 (95% CI 1490-14400; p = 0.016), compared to those without these conditions. They were also associated with an average incremental cost of $257 (95% CI 38.7-475; p = 0.021) for primary care. Likewise, in the case of specialist outpatient clinics, they had an average incremental cost of $970 (95% CI 163-1780; p = 0.018). However, for inpatient setting, the average incremental cost of $6180 (95% CI 418-12800; p = 0.066) was not significant. Additionally, older adults with depression and chronic diseases contribute to an annual productivity loss of $676 (95% CI 346-1010; p < 0.001). DISCUSSION: This study provides evidence that there are significant incremental costs associated with depression amongst the older adults with chronic diseases in Singapore's primary healthcare setting. The increased somatic presentations among the depressed older adults and the underdiagnosis of depression in primary care may contribute to higher utilisation of healthcare resources which entail higher expenditure. This is one of the first studies to look at the cost of depression using a representative sample of Singaporean older adults and taking into account the multi-ethnic nature of the population. Analyses were restricted to a cross-sectional design, and data relied heavily on the accuracy of self-report utilisation on health care services which was subjected to recall bias.
conclusionDepression was found to inflate the total healthcare expenditure among older adults with chronic disease by two-fold. This study provides evidence that there are significant incremental costs associated with depression among the older adults with chronic diseases, demonstrating a need for more resources to improve systematic and clinical care for depressed older adults with chronic diseases.
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