Articlenpj health systems2026
The future of long-term care financing in Ghana: preferences among dual-role unorganised caregivers of older adults.
Article in npj health systems, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
0 citing papers in PubMed.
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Corrections and comments
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Authors and funding
4 authors.
Funding
Abstract
Long-term care (LTC) demand in Ghana is increasing due to rapid population ageing, raising concerns about how care can be sustainably financed. In the absence of a formal LTC system, care is largely provided and financed by unorganized family caregivers who often assume both caregiving and financial responsibilities. The study examined preferences for LTC financing models among such caregivers and assessed how these preferences are shaped by caregiving beliefs, caregiver-recipient relationships, and specific caregiving tasks. A cross-sectional survey of 1116 dual-role caregivers across three regions of Ghana was conducted. Multinomial logistic regression models were estimated, and results were presented as average marginal effects comparing preferences for insurance-based and tax-financed models relative to family or out-of-pocket financing. The results show that greater intensity of personal care provision was associated with a higher probability of preferring insurance-based financing, increasing the probability by about 3.6 percentage points (dy/dx = 0.036, p = 0.002). Similarly, greater provision of emotional support increased the probability of preferring tax-financed models by approximately 7.8 percentage points (dy/dx = 0.078, p < 0.001). These associations varied by caregiver-recipient relationship and caregiving beliefs. Sustainable LTC financing in Ghana should therefore reflect caregiving intensity, beliefs, and income differences among caregivers.
Identifiers
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.