Evidence map›Paper›PMID 39568024›Full record

ArticleHealth research policy and systems2024

The embedded research model: an answer to the research and evaluation needs of community service organizations?

Bianca E Kavanagh, Vincent L Versace, Kevin P Mc Namara

Abstract readLetter
In one paragraph

Article in Health research policy and systems, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. 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

3 authors.

Bianca E KavanaghDeakin Rural Health, School of Medicine, Deakin University, Princes Highway, Warrnambool, VIC, 3280, Australia. bianca.kavanagh@deakin.edu.au.ORCID http://orcid.org/0000-0002-1656-2775
Vincent L VersaceDeakin Rural Health, School of Medicine, Deakin University, Princes Highway, Warrnambool, VIC, 3280, Australia.ORCID http://orcid.org/0000-0002-8514-1763
Kevin P Mc NamaraDeakin Rural Health, School of Medicine, Deakin University, Princes Highway, Warrnambool, VIC, 3280, Australia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

There is an increasing need to provide evidence of outcomes within the community services sector. However, funding challenges, workforce pressures, and the complex social contexts in which community service organizations operate limit their potential for organizational capacity building. This has flow on effects on the ability to conduct impactful and strategic research. The embedded research model (i.e., when a researcher is embedded into a "host" organisation) may aid in building research and evaluation capacity. This may be particularly useful for the purposes of routine outcome monitoring and continuous quality improvement, which may in turn lead to opportunities for local research and evaluation through the embedded research model. Previous research on the embedded research model across various settings has suggested a number of lessons for implementation. However, to date, nil research has focused on community service organizations. Additional considerations need to be made within this context due to resource limitations, ethical issues, and diverse reporting requirements. Such considerations include the need to take a 'slow science' approach to research and evaluation outputs, consideration of the organisation's readiness for change, and the need to report activities in a transparent, thorough, and consistent manner. The endorsement of embedded research in community service organisations may aid in providing evidence of outcomes for clients, and simultaneously, increase the ability for policymakers to evidence-informed decisions on how to improve outcomes for the local population.

Indexed as

Capacity BuildingCommunity Health ServicesHealth Services ResearchHumansModels, OrganizationalQuality ImprovementResearch DesignResearch PersonnelAustraliaCommunity servicesHealth servicesQuality improvementResearch capacity building

Identifiers

PMID39568024
PMCPMC11580547

What OpenQuestion holds

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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.