Evidence map›Paper›PMID 36759890›Full record

ArticleBMC health services research2023

Scale-up of a chronic care model-based programme for type 2 diabetes in Belgium: a mixed-methods study.

Katrien Danhieux, Veerle Buffel, Roy Remmen, Edwin Wouters, Josefien van Olmen

Open access · goldAbstract read
In one paragraph

Article in BMC health services research, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed
1.8field-weighted citation impact, top 14% 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

7 citing papers in PubMed, 9 citations in OpenAlex.

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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 at 2 institutions in 1 country.

Katrien DanhieuxFamily Medicine and Population Health, University of Antwerp, Antwerp, Belgium. katrien.danhieux@uantwerpen.be.
Veerle BuffelCenter for Population, Family and Health, University of Antwerp, Antwerp, Belgium.
Roy RemmenFamily Medicine and Population Health, University of Antwerp, Antwerp, Belgium.
Edwin WoutersCenter for Population, Family and Health, University of Antwerp, Antwerp, Belgium.
Josefien van OlmenFamily Medicine and Population Health, University of Antwerp, Antwerp, Belgium.
University of Antwerp · BEInstituut voor Tropische Geneeskunde · BE

Funding

Horizon 2020 Framework Programme 825432
6 · The paper itself

Abstract

backgroundType 2 diabetes (T2D) is an increasingly dominant disease. Interventions are more effective when carried out by a prepared and proactive team within an organised system - the integrated care (IC) model. The Chronic Care Model (CCM) provides guidance for its implementation, but scale-up of IC is challenging, and this hampers outcomes for T2D care. In this paper, we used the CCM to investigate the current implementation of IC in primary care in Flanders (Belgium) and its variability in different practice types.

methodsBelgium contains three different primary-care practice types: monodisciplinary fee-for-service practices, multidisciplinary fee-for-service practices and multidisciplinary capitation-based practices. Disproportional sampling was used to select a maximum of 10 practices for each type in three Flemish regions, leading to a total of 66 practices. The study employed a mixed methods design whereby the Assessment of Chronic Illness Care (ACIC) was complemented with interviews with general practitioners, nurses and dieticians linked to the 66 practices.

resultsThe ACIC scores of the fee-for-service practices - containing 97% of Belgian patients - only corresponded to basic support for chronic illness care for T2D. Multidisciplinary and capitation-based practices scored considerably higher than traditional monodisciplinary fee-for-service practices. The region had no significant impact on the ACIC scores. Having a nurse, being a capitation practice and having a secretary had a significant effect in the regression analysis, which explained 75% of the variance in ACIC scores. Better-performing practices were successful due to clear role-defining, task delegation to the nurse, coordination, structured use of the electronic medical record, planning of consultations and integration of self-management support, and behaviour-change intervention (internally or using community initiatives). The longer nurses work in primary care practices, the higher the chance that they perform more advanced tasks.

conclusionsBesides the presence of a nurse or secretary, also working multidisciplinary under one roof and a capitation-based financing system are important features of a system wherein IC for T2D can be scaled-up successfully. Belgian policymakers should rethink the role of paramedics in primary care and make the financing system more integrated. As the scale-up of the IC varied highly in different contexts, uniform roll-out across a health system containing multiple types of practices may not be successful.

Indexed as

Diabetes Mellitus, Type 2AcyclovirBelgiumChronic DiseaseHumansPrimary Health CareAcyclovirChronic careChronic care modelIntegrated carePrimary carePrimary care nurseScale-upType 2 diabetes

Identifiers

PMID36759890
PMCPMC9911183
OpenAlexW4319661364

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.