Evidence map›Paper›PMID 41181517›Full record

ArticleImplementation research and practice

Cascading Training Model to Promote Screening, Brief Intervention, and Referral to Treatment Across South Africa: Rollout in an HIV Service Organization.

Kira DiClemente-Bosco, Caroline Kuo, Goodman Sibeko, Shaheema Allie, Timothy Souza, Tim Janssen, Warren Cornelius, Ayanda Mkhize, Andrew Scheibe, Anje Pretorius and 2 more

Abstract read
In one paragraph

Article in Implementation research and practice. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Habit Formation to Enhance Implementation of Evidence-based Practice.Administration and policy in mental health · 2026
    Review
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

12 authors.

Kira DiClemente-BoscoCenter for Dissemination and Implementation Science, Northwestern University, Feinberg School of Medicine, Chicago, IL, USA.ORCID https://orcid.org/0000-0002-1827-4662
Caroline KuoDepartment of Health Studies, American University, Washington, DC, USA.
Goodman SibekoDepartment of Psychiatry and Mental Health, University of Cape Town, Cape Town, South Africa.
Shaheema AllieDepartment of Psychiatry and Mental Health, University of Cape Town, Cape Town, South Africa.
Timothy SouzaCenter for Alcohol and Addiction Studies, Brown University School of Public Health, Providence, RI, USA.
Tim JanssenCenter for Alcohol and Addiction Studies, Brown University School of Public Health, Providence, RI, USA.
Warren CorneliusDepartment of Psychiatry and Mental Health, University of Cape Town, Cape Town, South Africa.
Ayanda MkhizeDepartment of Psychiatry and Mental Health, University of Cape Town, Cape Town, South Africa.
Andrew ScheibeTB HIV Care, Cape Town, South Africa.
Anje PretoriusTB HIV Care, Cape Town, South Africa.
Tricia SterlingTB HIV Care, Cape Town, South Africa.
Sara J BeckerCenter for Dissemination and Implementation Science, Northwestern University, Feinberg School of Medicine, Chicago, IL, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: In South Africa, rates of HIV and alcohol use are among the highest globally, with a detrimental synergistic relationship. Screening, Brief Intervention, and Referral to Treatment (SBIRT) is an evidence-based, cost-effective approach to identifying people at risk of alcohol-related problems to deliver early intervention. We developed and deployed a cascading train-the-trainer model to promote SBIRT implementation in a large nongovernmental organization offering HIV services across South Africa. Method: Between 2021 and 2022, we completed preparatory activities including designing scalable training resources prior to rolling out the train-the-trainer model across two South African provinces. We conducted a comprehensive assessment of outcomes at the trainer- (knowledge, fidelity), provider- (attitudes, confidence, perceived implementation potential, adoption), and client-encounter (reach) levels over approximately one year. Results: We trained 12 novice trainers who then trained 206 providers to implement SBIRT. Trainer SBIRT knowledge increased pre- to posttraining, and fidelity of training delivery was high (99.0% of elements covered across sessions). Provider attitudes, confidence, and perceived implementation potential increased over time, and 64% of providers adopted SBIRT. Reach of the model varied by component, with 41,793 clients screened by trained providers. Of those screening positive for risky alcohol use, 86% received brief intervention (BI) and 53% received referral to treatment (RT). Additionally, 15,353 clients who did not screen as having risky alcohol use received BI and 1,122 received RT. Conclusion: Results indicated that the cascading training model was delivered with high fidelity, associated with improvements in all provider outcomes, and reached high numbers of clients for the screening component of the model. Rates of BI and RT delivery were moderate to high, though data suggested over-application of these elements with some clients, highlighting the tension between reach and fidelity. Lessons learned will inform future scale-out of this model in HIV service settings in low- and middle-income countries.

Indexed as

brief interventionHIV-AIDSreferral to treatmentscreeningSouth Africasubstance usetrain-the-trainer

Identifiers

PMID41181517
PMCPMC12576171

What OpenQuestion holds

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LicenceCC BY-NC
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Registered trials

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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.