Evidence map›Paper›PMID 33947472›Full record

ArticleImplementation science communications2021

Exploring the heterogeneity of factors that may influence implementation of PrEP in family planning clinics: a latent profile analysis.

Kaitlin N Piper, Regine Haardörfer, Cam Escoffery, Anandi N Sheth, Jessica Sales

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 9 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed, 1 pooled it
1.5field-weighted citation impact, top 15% 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

9 citing papers in PubMed, 1 synthesis or guideline pooled it, 27 citations in OpenAlex.

  1. Pooled it
  2. Article
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  7. Article
  8. Implementation of Title X Family Planning Services in Primary Care: A Qualitative Study of a Primary Care Network in Georgia.Women's health issues : official publication of the Jacobs Institute of Women's Health
    Article
  9. 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

5 authors at 1 institution in 1 country.

Kaitlin N PiperDepartment of Behavioral, Social, and Health Education Science, Rollins School of Public Health, Emory University, Atlanta, GA, USA. kaitlin.piper@emory.edu.ORCID http://orcid.org/0000-0001-9422-1565
Regine HaardörferDepartment of Behavioral, Social, and Health Education Science, Rollins School of Public Health, Emory University, Atlanta, GA, USA.
Cam EscofferyDepartment of Behavioral, Social, and Health Education Science, Rollins School of Public Health, Emory University, Atlanta, GA, USA.
Anandi N ShethDepartment of Medicine, Division of Infectious Diseases, Emory University School of Medicine, Atlanta, GA, USA.
Jessica SalesDepartment of Behavioral, Social, and Health Education Science, Rollins School of Public Health, Emory University, Atlanta, GA, USA.
Emory University · US

Funding

Project-003U24HD089880 · NICHD · UNIV OF NORTH CAROLINA CHAPEL HILL · PI HUDGENS, MICHAEL G, LAVANGE, LISA · 2016 to 2021
$44.3M
Adoption of Family-Driven Substance Use Services in the Juvenile Justice System: A Pre-Implementation AssessmentF31DA053005 · NIDA · EMORY UNIVERSITY · PI PIPER, KAITLIN · 2021 to 2022
$93k
NICHD NIH HHS U24 HD089880NIDA NIH HHS F31 DA053005
6 · The paper itself

Abstract

backgroundTitle X-funded family planning clinics have been identified as optimal sites for delivery of pre-exposure prophylaxis (PrEP) for HIV prevention. However, PrEP has not been widely integrated into family planning services, especially in the Southern US, and data suggest there may be significant implementation challenges in this setting. Because Title X clinics vary greatly in provider-, organizational-, and systems-level characteristics, there is likely variation in capacity to implement PrEP across clinics.

methodsWe conducted a survey from February to June 2018 among providers and administrators of non-PrEP-providing Title X-funded clinics across 18 southern states. Survey items were designed using the Consolidated Framework for Implementation Research (CFIR) to assess constructs relevant to PrEP implementation. To explore the heterogeneity of CFIR-related implementation determinants and identify distinct sub-groups of Title X clinics, a latent profile analysis was conducted using nine CFIR constructs: complexity, relative advantage, cost, attitudes, implementation climate, compatibility, leadership engagement, available resources, and cosmopolitanism. We then conducted a multi-level analysis (accounting for nesting of participants within clinics) to test whether group membership was associated with readiness for implementation of PrEP, controlling for key sociodemographic characteristics.

resultsFour hundred and fourteen healthcare providers/administrators from 227 non-PrEP-providing Title X clinics participated in the study. We identified six sub-groups of clinics that each had distinct patterns of PrEP implementation determinants. Clinic sub-groups included "Highest Capacity for Implementation", "Favorable Conditions for Implementation", "Mixed Implementation Context", "Neutral Implementation Context", "Incompatible Setting for Implementation", and "Resource-Strained Setting". Group membership was related to numerous provider-level (i.e., ability to prescribe medication) and clinic-level (i.e., provision of primary care) characteristics. In comparison to the "Neutral" group (which held neutral perceptions across the implementation determinants), the "Highest Capacity" and "Favorable Conditions" groups had significantly higher levels of implementation readiness, and the "Resource-Strained" group had a significantly lower level of implementation readiness.

conclusionsLatent profile analyses can help researchers understand how implementation readiness varies across healthcare settings, promoting tailoring of implementation strategies to unique contexts.

Indexed as

Consolidated Framework for Implementation ResearchFamily planningHIV/AIDSImplementation scienceLatent profile analysisPrEP

Identifiers

PMID33947472
PMCPMC8097793
OpenAlexW3111315862

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.