Evidence map›Paper›PMID 41827047›Full record

ReviewImplementation science communications2026

Commonality and co-occurrence of discrete strategies within implementation strategy bundles: findings from the Living Database of HIV Implementation Science systematic review, 2014-2021.

Sita Lujintanon, Ingrid Eshun-Wilson, Noelle Le Tourneau, Laura K Beres, Sheree Schwartz, Stefan Baral, Ryan Thompson, Ashley Underwood, Branson Fox, Elvin H Geng and 1 more

Abstract readReview
In one paragraph

Review in Implementation science communications, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

11 authors.

Sita LujintanonDepartment of Epidemiology, Johns Hopkins Bloomberg School of Public Health, 615 N Wolfe Street, Baltimore, MD, 21205, USA. slujint1@jhu.edu.ORCID http://orcid.org/0000-0001-5380-2013
Ingrid Eshun-WilsonDivision of Infectious Diseases, Washington University School of Medicine in St. Louis, St. Louis, MO, USA.
Noelle Le TourneauDivision of Infectious Diseases, Washington University School of Medicine in St. Louis, St. Louis, MO, USA.
Laura K BeresDepartment of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA.
Sheree SchwartzDepartment of Epidemiology, Johns Hopkins Bloomberg School of Public Health, 615 N Wolfe Street, Baltimore, MD, 21205, USA.
Stefan BaralDepartment of Epidemiology, Johns Hopkins Bloomberg School of Public Health, 615 N Wolfe Street, Baltimore, MD, 21205, USA.
Ryan ThompsonDepartment of Epidemiology, Johns Hopkins Bloomberg School of Public Health, 615 N Wolfe Street, Baltimore, MD, 21205, USA.
Ashley UnderwoodDivision of Infectious Diseases, Washington University School of Medicine in St. Louis, St. Louis, MO, USA.
Branson FoxDivision of Infectious Diseases, Washington University School of Medicine in St. Louis, St. Louis, MO, USA.
Elvin H GengDivision of Infectious Diseases, Washington University School of Medicine in St. Louis, St. Louis, MO, USA.
Christopher G KempDepartment of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA.

Funding

Optimizing implementation of long-acting, injectable Cabotegravir for HIV prevention among adolescents and young adults in ZambiaK01MH130244 · NIMH · JOHNS HOPKINS UNIVERSITY · PI BERES, LAURA · 2022 to 2025
$696k
Bill and Melinda Gates Foundation INV-009840_2020Bill and Melinda Gates Foundation OPP1215984Center for AIDS Research, Johns Hopkins University P30AI094189National Institute of Allergy and Infectious Diseases K24AI134413NIMH NIH HHS K01MH130244
6 · The paper itself

Abstract

backgroundHIV services and innovations are delivered through implementation strategy bundles that are often complex, comprising numerous discrete strategies. Systematically characterizing the use patterns of discrete strategies may inform strategy prioritization and selection to optimize service delivery. We used the Living Database of HIV Implementation Science (LIVE) to describe the commonality and co-occurrence of discrete strategies within multi-component strategy bundles in published HIV implementation studies from low- and middle-income countries.

methodsThe LIVE systematic review identified studies from PubMed, Embase, and CINAHL, and included HIV implementation studies that reported ≥ 1 HIV care cascade outcome, were conducted in low- and middle-income countries, and were published between January 1, 2014, and August 27, 2021. Discrete strategies were inductively specified (e.g., actor, action, action target) and classified into 5 categories consolidated from 2 strategy taxonomies, Effective Practice and Organisation of Care and Expert Recommendations for Implementing Change. Network analysis was conducted to describe the co-occurrence of discrete strategies within study arm strategy bundles.

resultsA total of 4,253 discrete implementation strategies were identified from 868 study arms across 485 individual studies, with a median of four reported strategies per study arm (range: 1-21). The most common strategies used were 'providing education on a health innovation, service, or behavior' (60%; 520/868) and 'training to learn a new skill' (30%; 260/868) under the 'Capacity Building and Support' category. These were also the most commonly co-occurring strategies within strategy bundles (degree centrality: 4,894 and 3,488, respectively) and were most often present to allow other strategies to co-occur in bundles (betweenness centrality: 3,526.3 and 1,647.0, respectively). Several other 'Capacity Building and Support' or 'Health Service Delivery' categories were common and central. Strategies related to 'Financial Arrangement,' 'Governance,' and 'Implementation Process' were infrequently reported and/or underutilized.

conclusionsCapacity building approaches and changes to health service delivery are common in published HIV implementation strategy bundles. Future implementation studies should evaluate bundles of a more diverse range of strategies that target barriers at organization and health system levels.

Indexed as

HIVImplementation strategiesLow- and middle-income countriesNetwork analysisSystematic review

Identifiers

PMID41827047
PMCPMC13097648

What Socratic 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 Socratic graph.