Evidence map›Paper›PMID 33809295›Full record

ArticleInternational journal of environmental research and public health2021

Primary Care Networks and Starfield's 4Cs: A Case for Enhanced Chronic Disease Management.

Chuan De Foo, Shilpa Surendran, Geronimo Jimenez, John Pastor Ansah, David Bruce Matchar, Gerald Choon Huat Koh

Open access · goldAbstract read
In one paragraph

Article in International journal of environmental research and public health, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
20citing papers in PubMed, 1 pooled it
4.9field-weighted citation impact, top 5% of its field
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

20 citing papers in PubMed, 1 synthesis or guideline pooled it, 28 citations in OpenAlex.

  1. Pooled it
  2. Article
  3. Article
  4. Article
  5. Article
  6. Review
  7. Review
  8. An innovative multimorbidity patient-centered care model in Chile: implementation evaluation results.Archives of public health = Archives belges de sante publique · 2025
    Article
  9. Article
  10. Article
  11. Article
  12. Article
  13. Article
  14. Article
  15. Article
  16. Article
  17. Article
  18. Article
  19. Article
  20. 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 at 3 institutions in 3 countries.

Chuan De FooDepartment of Health Systems and Behavioural Sciences, Saw Swee Hock School of Public Health, National University Singapore, Singapore 117549, Singapore.ORCID 0000-0001-7254-4881
Shilpa SurendranDepartment of Health Systems and Behavioural Sciences, Saw Swee Hock School of Public Health, National University Singapore, Singapore 117549, Singapore.ORCID 0000-0001-9534-2166
Geronimo JimenezCentre for Population Health Sciences (CePHaS), Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore 308232, Singapore.ORCID 0000-0002-1304-426X
John Pastor AnsahHealth Services and Systems Research, Duke-National University of Singapore Graduate Medical School, Singapore 169857, Singapore.
David Bruce MatcharHealth Services and Systems Research, Duke-National University of Singapore Graduate Medical School, Singapore 169857, Singapore.
Gerald Choon Huat KohDepartment of Health Systems and Behavioural Sciences, Saw Swee Hock School of Public Health, National University Singapore, Singapore 117549, Singapore.
National University Health System · SGNational University of Singapore · SGNanyang Technological University · SG

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The primary care network (PCN) was implemented as a healthcare delivery model which organises private general practitioners (GPs) into groups and furnished with a certain level of resources for chronic disease management. A secondary qualitative analysis was conducted with data from an earlier study exploring facilitators and barriers GPs enrolled in PCN's face in chronic disease management. The objective of this study is to map features of PCN to Starfield's "4Cs" framework. The "4Cs" of primary care-comprehensiveness, first contact access, coordination and continuity-offer high-quality design options for chronic disease management. Interview transcripts of GPs (n = 30) from the original study were purposefully selected. Provision of ancillary services, manpower, a chronic disease registry and extended operating hours of GP practices demonstrated PCN's empowering features that fulfil the "4Cs". On the contrary, operational challenges such as the lack of an integrated electronic medical record and disproportionate GP payment structures limit PCNs from maximising the "4Cs". However, the enabling features mentioned above outweighs the shortfalls in all important aspects of delivering optimal chronic disease care. Therefore, even though PCN is in its early stage of development, it has shown to be well poised to steer GPs towards enhanced chronic disease management.

Indexed as

General PractitionersPrimary Health CareChronic DiseaseDisease ManagementHumansLong-Term CareQualitative Research4Cschronic disease managementprimary health carequalitativeStarfield

Identifiers

PMID33809295
PMCPMC8001119
OpenAlexW3136539142

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.