Evidence map›Paper›PMID 37066096›Full record

ArticleLearning health systems2023

Short- and long-term strategies for navigating research-ambivalent organizational cultures besetting embedded researchers.

Matthew F Hudson

Abstract read
In one paragraph

Article in Learning health systems, 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
–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. Next Frontiers in Embedded Research Career Pathways; A Response to Recent Commentaries.International journal of health policy and management · 2025
    Article
  2. Article
  3. Article
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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

1 author.

Matthew F HudsonDepartment of Medicine Prisma Health Cancer Institute Greenville South Carolina USA.ORCID https://orcid.org/0000-0001-6568-9118

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Many health systems may host embedded researchers (ERs) and provide fiscal resources to encourage health service research. However, ERs may remain challenged to initiate research in these settings. This discussion examines how health system culture may impede research initiation, thereby exposing a paradox for embedded researchers immersed in research-ambivalent health systems. The discussion ultimately describes potential short-term and long-term strategies embedded researchers may employ to initiate scholarly inquiry in research-ambivalent health systems.

Indexed as

cultureembedded researchhealth service researchlearning health systemrapid cycle research

Identifiers

PMID37066096
PMCPMC10091197

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.