Evidence map›Paper›PMID 38049844›Full record

ArticleImplementation science : IS2023

Factors influencing implementation of a care coordination intervention for cancer survivors with multiple comorbidities in a safety-net system: an application of the Implementation Research Logic Model.

Serena A Rodriguez, Simon Craddock Lee, Robin T Higashi, Patricia M Chen, Rebecca L Eary, Navid Sadeghi, Noel Santini, Bijal A Balasubramanian

Open access · goldAbstract read
In one paragraph

Article in Implementation science : IS, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.

0numbers the graph read from it
0cells of the map it votes in
15citing papers in PubMed
5.2field-weighted citation impact, top 4% 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

15 citing papers in PubMed, 12 citations in OpenAlex.

  1. Article
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  4. Beyond the patient: how providers perceive and experience non-medical barriers in gastrointestinal cancer care.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2026
    Article
  5. Article
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  7. Long-term breast cancer survivors: experiences, needs, and proposals for person-centred care.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2026
    Article
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  14. Article
  15. Prevalence of cancer survivors in the United States.Journal of the National Cancer Institute · 2024
    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

8 authors at 5 institutions in 2 countries.

Serena A RodriguezDepartment of Health Promotion & Behavioral Sciences, School of Public Health, The University of Texas Health Science Center at Houston (UTHealth Houston), 2777 North Stemmons Freeway, Dallas, TX, 75207, USA. Serena.A.Rodriguez@uth.tmc.edu.ORCID 0000-0002-4466-6002
Simon Craddock LeeDepartment of Population Health, University of Kansas Medical Center, 3901 Rainbow Blvd, Kansas City, KS, 66160, USA.
Robin T HigashiPeter O'Donnell Jr. School of Public Health, University of Texas Southwestern Medical Center, 5323 Harry Hines Blvd, Dallas, TX, 75390, USA.
Patricia M ChenPeter O'Donnell Jr. School of Public Health, University of Texas Southwestern Medical Center, 5323 Harry Hines Blvd, Dallas, TX, 75390, USA.
Rebecca L EaryDepartment of Family and Community Medicine, University of Texas Southwestern Medical Center, 5939 Harry Hines Blvd., Suite 303, Dallas, TX, 75390, USA.
Navid SadeghiDepartment of Internal Medicine, University of Texas Southwestern Medical Center, 5323 Harry Hines Blvd, Dallas, TX, 75390, USA.
Noel SantiniDepartment of Internal Medicine, University of Texas Southwestern Medical Center, 5323 Harry Hines Blvd, Dallas, TX, 75390, USA.
Bijal A BalasubramanianCenter for Health Promotion & Prevention Research, UTHealth Houston School of Public Health, 7000 Fannin, Houston, TX, 77030, USA.
The University of Texas Southwestern Medical Center · USParkland Health & Hospital System · USShawnee Mission Medical Center · USThe University of Texas Health Science Center · USUniversity of Texas Health Science Center at Dallas · US

Funding

Incorporating primary care factors into risk-stratified cardiovascular care for complex cancer survivorsR01CA203856 · NCI · UT SOUTHWESTERN MEDICAL CENTER · PI BALASUBRAMANIAN, BIJAL A., LEE, SIMON J. CRADDOCK · 2016 to 2020
$2.9M
NCI NIH HHS R01 CA203856NCI NIH HHS R01CA203856
6 · The paper itself

Abstract

backgroundUnder- and uninsured cancer survivors have significant medical, social, and economic complexity. For these survivors, effective care coordination between oncology and primary care teams is critical for high-quality, comprehensive care. While evidence-based interventions exist to improve coordination between healthcare teams, testing implementation of these interventions for cancer survivors seen in real-world safety-net settings has been limited. This study aimed to (1) identify factors influencing implementation of a multicomponent care coordination intervention (nurse coordinator plus patient registry) focused on cancer survivors with multiple comorbidities in an integrated safety-net system and (2) identify mechanisms through which the factors impacted implementation outcomes.

methodsWe conducted semi-structured interviews (patients, providers, and system leaders), structured observations of primary care and oncology operations, and document analysis during intervention implementation between 2016 and 2020. The practice change model (PCM) guided data collection to identify barriers and facilitators of implementation; the PCM, Consolidated Framework for Implementation Research, and Implementation Research Logic Model guided four immersion/crystallization data analysis and synthesis cycles to identify mechanisms and assess outcomes. Implementation outcomes included appropriateness, acceptability, adoption, and penetration.

resultsThe intervention was appropriate and acceptable to primary care and oncology teams based on reported patient needs and resources and the strength of the evidence supporting intervention components. Active and sustained partnership with system leaders facilitated these outcomes. There was limited adoption and penetration early in implementation because the study was narrowly focused on just breast and colorectal cancer patients. This created barriers to real-world practice where patients with all cancer types receive care. Over time, flexibility intentionally designed into intervention implementation facilitated adoption and penetration. Regular feedback from system partners and rapid cycles of implementation and evaluation led to real-time adaptations increasing adoption and penetration. DISCUSSION: Evidence-based interventions to coordinate care for underserved cancer survivors across oncology and primary care teams can be implemented successfully when system leaders are actively engaged and with flexibility in implementation embedded intentionally to continuously facilitate adoption and penetration across the health system.

Indexed as

Cancer SurvivorsNeoplasmsHumansMedical OncologyQuality of Health CareCancer survivorshipImplementationImplementation outcomesQualitative studySafety-net healthcare systemSerena a. Rodriguez and Simon Craddock Lee are joint first authors

Identifiers

PMID38049844
PMCPMC10694894
OpenAlexW4389295812

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.