Evidence map›Paper›PMID 38618817›Full record

ArticleInternational journal of health policy and management2023

Embedded Research: Possibilities for Learning Health Systems Comment on "'We're Not Providing the Best Care if We are Not on the Cutting Edge of Research': A Research Impact Evaluation at a Regional Australian Hospital and Health Service".

Mandy M Archibald

Open access · diamondAbstract read
In one paragraph

Article in International journal of health policy and management, 2023. 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
1.4field-weighted citation impact, top 18% 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

4 citing papers in PubMed, 4 citations in OpenAlex.

  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

1 author at 1 institution in 1 country.

Mandy M ArchibaldCollege of Nursing, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada.ORCID 0000-0003-4767-1031
University of Manitoba · CA

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Brown et al show that research investments in an organization with a research and translation mandate can make important gains for research impact across domains, including quality of care and patient outcomes. Their multi-stage mixed methods evaluation provides insight into research capacity development in rural health systems in Australia and draws attention towards persistent geographic inequities. In extension of this important contribution, here, a focus on the "what and the why" of embedded research is offered. Specific attention is paid to the sustainability potentials of systematized data capture systems, funding-operational mandate alignments, researcher-scientist career pathways, and networked approaches to mentorship.

Indexed as

Learning Health SystemAustraliaHealth ServicesHospitalsHumansInvestmentsClinician-ResearcherClinician-ScientistEmbedded ResearchLearning Health SystemsMentorshipResearch Impact

Identifiers

PMID38618817
PMCPMC10590236
OpenAlexW4385783534

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.