ArticleHeliyon2024
Population-based integrated care funding values and guiding principles: An empirical qualitative study.
Article in Heliyon, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
2 citing papers in PubMed.
- Genres and typologies of standard paediatric service public funding model provisions for speech-language pathology management: A scoping review.Health policy OPEN · 2026Article
- Systemic Population Segmentation Based on the Unified Care Model: An Approach to Health System Transformation.Healthcare (Basel, Switzerland) · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
There is wide agreement on the benefits of integrated care; yet funding barriers persist. We suggest that funding models could currently hinder quality of care and that identifying values is necessary to designing adequate funding models. Yet it is currently unclear what are these values that ought to shape healthcare policy decisions. To fill in this gap, we conducted semi-structure interviews with fourteen health policy officials, managers, and researchers to elicit and explore how they conceptualize the values and guiding principles underlying these funding policies. Our findings suggest that values guide population-based integrated funding models, namely: accountability & integrity, transparency, equity, and innovation. Overall, funding mechanisms could incentivize integrated population-based care when the following conditions are met: a) there is transparent governance, with a whole-system approach, political will, and engagement and collaboration across health system partners, organizations and institutions, b) regulatory and evaluative frameworks support accountability including in decision-making, in outcomes and quality of care, as well as financial accountability; c) funding is equitable with a fair distribution of resources and supports accessibility to services; and d) funding mechanisms design and implementation include innovation enabling change, which are continuously evaluated. These values and guiding principles could be used in the development of funding models and future studies need to evaluate the effect of these values on decisions made by policy makers with respect to funding allocations and investments.
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What OpenQuestion holds
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.