Evidence map›Paper›PMID 42388742›Full record

ArticleFrontiers in public health2026

The connotations of Value-Based Healthcare: interpretive perspectives and differences in perceptions.

Wenneng Jiang, Shuangshuang Lu, Cuiying Xie, Qingqing Shu, Guohui Song

Abstract read
In one paragraph

Article in Frontiers in public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

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.

2 · The registry

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Wenneng JiangSchool of Public Health and Management, Guangxi University of Chinese Medicine, Nanning, China.
Shuangshuang LuSchool of Public Health and Management, Guangxi University of Chinese Medicine, Nanning, China.
Cuiying XieSchool of Public Health and Management, Guangxi University of Chinese Medicine, Nanning, China.
Qingqing ShuSchool of Public Health and Management, Guangxi University of Chinese Medicine, Nanning, China.
Guohui SongSchool of Public Health and Management, Guangxi University of Chinese Medicine, Nanning, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: This study aims to elucidate the connotations of Value-Based Healthcare (VBHC), correct misconceptions, and explore perceptual differences among distinct groups. Methods: An analytical framework for VBHC connotations was first constructed from five perspectives: subject-object and subjective-objective relations, the individual and the collective, the refined value equation, conceptual categories and scope, and value implications. A questionnaire was then developed, and statistical analyses, including analysis of variance (ANOVA) and chi-square tests, were conducted on the collected survey data. Results: Significant differences existed between older adults and other age groups regarding the public welfare orientation, equity, and cost perceptions. Perceptions of "patient-centeredness," subjective utility, and marginal value varied significantly by education, region, and urban-rural residency. Compared to other cohorts, older adults prioritized health outcomes, and middle-aged to older groups focused on functional recovery, whereas survival duration was not a primary concern. Individuals with graduate degrees, the public, patients, and urban residents prioritized health outcomes; conversely, other groups balanced health outcomes and costs, though none prioritized costs alone. Healthcare leaders prioritized hospital expenses, whereas others prioritized patients' financial burdens. Although functional recovery was universally favored, urban residents valued survival duration, whereas county and township populations emphasized the likelihood of disease recurrence and recovery sustainability. Conclusion: (1) Overall, respondents exhibited weak cost awareness; rather than prioritizing health outcomes or costs individually, they favored a balance between health outcomes and costs and prioritized functional recovery over survival duration. (2) Older adults and eastern populations leaned toward the individual, the public welfare orientation, and efficiency, whereas other age cohorts and western populations favored the collective, equity, and the public interest. Central populations focused on the collective but attempted to reconcile equity and efficiency, embodying a unique, moderate value paradigm. (3) Urban populations interpreted "patient-centeredness" from a multi-stakeholder perspective, emphasizing objective health outcomes and survival duration, whereas county/township populations more readily accepted subjective utility and diminishing marginal value, considering costs more frequently.

Indexed as

Value-Based Health CareAdultAgedFemaleHumansMaleMiddle AgedSurveys and Questionnairescognitive differencesconnotation of healthcareperspectives of understandingpublic welfare orientationValue-Based Healthcare (VBHC)

Identifiers

PMID42388742
PMCPMC13318970

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.