Evidence map›Paper›PMID 40568630›Full record

ArticleHealth care science2025

Challenges to and Countermeasures for the Value Realization of Healthcare Data Elements in China.

Tianan Yang, Wenhao Deng, Ran Liu, Tianyu Wang, Yuanyuan Dai, Jianwei Deng

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Health care science, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Review
  2. Article
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

6 authors.

Tianan YangSchool of Management Beijing Institute of Technology Beijing China.ORCID 0000-0001-6994-354X
Wenhao DengSchool of Management Beijing Institute of Technology Beijing China.ORCID 0000-0003-3316-6691
Ran LiuSchool of Medical Humanities and Management Wenzhou Medical University Wenzhou Zhejiang China.ORCID 0009-0006-9412-8815
Tianyu WangSchool of Management Beijing Institute of Technology Beijing China.ORCID 0009-0001-2734-831X
Yuanyuan DaiHenley Business School University of Reading Reading UK.ORCID 0009-0009-4211-0025
Jianwei DengSchool of Management Beijing Institute of Technology Beijing China.ORCID 0000-0001-5846-9715

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The market for healthcare data elements in China has shown strong growth, but still fails to effectively realize the value of circulation and transactions. By identifying the five major challenges, this article proposes countermeasures to accelerate the release of multidimensional value and integrative value creation of healthcare data elements.

Indexed as

Chinahealthcare data elementshealthcare data managementvalue realization

Identifiers

PMID40568630
PMCPMC12185379

What OpenQuestion holds

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Registered trials

None linked

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.