Evidence mapPaperPMID 34022946Full record

ArticleImplementation science communications2021

Evaluation of multi-level barriers and facilitators in a large diabetic retinopathy screening program in federally qualified health centers: a qualitative study.

Ana Bastos de Carvalho, S Lee Ware, Tamara Belcher, Franceska Mehmeti, Eric B Higgins, Rob Sprang, Cody Williams, Jamie L Studts, Christina R Studts

Open access · goldAbstract read
In one paragraph

Article in Implementation science communications, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing papers in PubMed
0.9field-weighted citation impact, top 26% 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

11 citing papers in PubMed, 14 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

9 authors at 3 institutions in 1 country.

Ana Bastos de Carvalho *Department of Ophthalmology and Visual Sciences, University of Kentucky, 110 Conn Terrace Ste 550, Lexington, KY, 40508, USA. aba253@uky.edu.ORCID http://orcid.org/0000-0002-4565-6332
S Lee Ware *Department of Ophthalmology and Visual Sciences, University of Kentucky, 110 Conn Terrace Ste 550, Lexington, KY, 40508, USA.
Tamara BelcherDepartment of Ophthalmology and Visual Sciences, University of Kentucky, 110 Conn Terrace Ste 550, Lexington, KY, 40508, USA.
Franceska MehmetiDepartment of Ophthalmology and Visual Sciences, University of Kentucky, 110 Conn Terrace Ste 550, Lexington, KY, 40508, USA.
Eric B HigginsDepartment of Ophthalmology and Visual Sciences, University of Kentucky, 110 Conn Terrace Ste 550, Lexington, KY, 40508, USA.
Rob SprangKentucky Telecare, University of Kentucky, Lexington, KY, USA.
Cody WilliamsDepartment of Ophthalmology and Visual Sciences, University of Kentucky, 110 Conn Terrace Ste 550, Lexington, KY, 40508, USA.
Jamie L StudtsDivision of Medical Oncology, Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.
Christina R StudtsDepartment of Pediatrics, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.
University of Kentucky · USUniversity of Colorado Anschutz Medical Campus · USUniversity of Colorado Cancer Center · US

Funding

WU P&FP30DK020579 · NIDDK · WASHINGTON UNIVERSITY · 2022 to 2025
$5.6M
Kentucky Center for Clinical and Translational ScienceUL1TR001998 · UNIVERSITY OF KENTUCKY · 2025 to 2025
$3.3M
Cincinnati Eye Institute Foundation Ignite Award 2019 EdDiabetes Research Center at Washington University in St. Louis P30DK020579NCATS NIH HHS UL1 TR001998NCATS NIH HHS UL1TR001998NIDDK NIH HHS P30 DK020579
6 · The paper itself

Abstract

backgroundRecommended annual diabetic retinopathy (DR) screening for people with diabetes has low rates in the USA, especially in underserved populations. Telemedicine DR screening (TDRS) in primary care clinics could expand access and increase adherence. Despite this potential, studies have observed high variability in TDRS rates among clinics and over time, highlighting the need for implementation supports. Previous studies of determinants of TDRS focus on patients' perspectives, with few studies targeting upstream multi-level barriers and facilitators. Addressing this gap, this qualitative study aimed to identify and evaluate multi-level perceived determinants of TDRS in Federally Qualified Health Centers (FQHCs), to inform the development of targeted implementation strategies.

methodsWe developed a theory-based semi-structured interview tool based on the Consolidated Framework for Implementation Research (CFIR). We conducted 22 key informant interviews with professionals involved in TDRS (administrators, clinicians, staff). The interviews were audio-recorded and transcribed verbatim. Reported barriers and facilitators were organized into emergent themes and classified according to CFIR constructs. Constructs influencing TDRS implementation were rated for each study site and compared across sites by the investigators.

resultsProfessionals identified 21 main barriers and facilitators under twelve constructs of the five CFIR domains. Several identified themes were novel, whereas others corroborated previous findings in the literature (e.g., lack of time and human resources, presence of a champion). Of the 21 identified themes, 13 were classified under the CFIR's Inner Setting domain, specifically under the constructs Compatibility and Available Resources. Themes under the Outer Setting domain (constructs External Incentives and Cost) were primarily perceived by administrators, whereas themes in other domains were perceived across all professional categories. Two Inner Setting (Leadership Engagement, Goals and Feedback) and two Process (Champion, Engaging) constructs were found to strongly distinguish sites with high versus low TDRS performance.

conclusionsThis study classified barriers and facilitators to TDRS as perceived by administrators, clinicians, and staff in FQHCs, then identified CFIR constructs that distinguished high- and low-performance clinics. Implementation strategies such as academic detailing and collection and communication of program data and successes to leadership; engaging of stakeholders through involvement in implementation planning; and appointment of intervention champions may therefore improve TDRS implementation and sustainment in resource-constrained settings.

Indexed as

Barriers and facilitatorsDiabetes careFederally Qualified Health CentersImplementationMulti-level factorsPrimary careProfessionalsScreening

Identifiers

PMID34022946
PMCPMC8141191
OpenAlexW3164147770

What Socratic 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 Socratic graph.