Evidence map›Paper›PMID 42818503›Full record

ArticlemedRxiv : the preprint server for health sciences2026

Effect of health-system continuous quality improvement on long-term retention in HIV care among pregnant and breastfeeding women in the Democratic Republic of Congo: A cluster-randomized trial.

Marcel Yotebieng, Noro Lantoniaina Rosa Ravelomanana, Bienvenu Kawende, Martine Tabala, Fathy Malongo, Fidéle Lumande, Natalia Zotova, Pelagie Babakazo

Registry-linked trialAbstract readPreprint
In one paragraph

Article in medRxiv : the preprint server for health sciences, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT03048669 (Continuous Quality Improvement Interventions to Improve Long Term Outcomes of Antiretroviral Therapy in Women Initiated on Therapy During Pregnancy or Breastfeeding in the Democratic Republic of Congo), which is not on this 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.

NCT03048669 nacompletednot on this map

Continuous Quality Improvement Interventions to Improve Long Term Outcomes of Antiretroviral Therapy in Women Initiated on Therapy During Pregnancy or Breastfeeding in the Democratic Republic of Congo

TypeinterventionalSponsorAlbert Einstein College of MedicineRan2016 to 2022Enrolled5,053ConditionsHIV/AIDS, Antiretroviral Therapy, Pregnancy Outcomes, HIV-exposed InfantsArmsContinuous quality improvement
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

8 authors.

Marcel YotebiengDivision of General Internal Medicine, Department of Medicine, Albert Einstein College of Medicine, Bronx, New York, United States.ORCID 0000-0003-2110-2631
Noro Lantoniaina Rosa RavelomananaDivision of General Internal Medicine, Department of Medicine, Albert Einstein College of Medicine, Bronx, New York, United States.
Bienvenu KawendeSchool of Public Health, University of Kinshasa, Kinshasa, Democratic Republic of Congo.
Martine TabalaSchool of Public Health, University of Kinshasa, Kinshasa, Democratic Republic of Congo.
Fathy MalongoSchool of Public Health, University of Kinshasa, Kinshasa, Democratic Republic of Congo.
Fidéle LumandeSchool of Public Health, University of Kinshasa, Kinshasa, Democratic Republic of Congo.
Natalia ZotovaDivision of General Internal Medicine, Department of Medicine, Albert Einstein College of Medicine, Bronx, New York, United States.ORCID 0000-0001-5396-8304
Pelagie BabakazoSchool of Public Health, University of Kinshasa, Kinshasa, Democratic Republic of Congo.ORCID 0000-0001-5561-696X

Funding

"Enhancing Cancer Research in Central Africa IeDEA"U01AI096299 · NIAID · ALBERT EINSTEIN COLLEGE OF MEDICINE, INC · PI Denis Nash, Marcel Yotebieng · 2011 to 2026
$35.8M
HIV/ART, low birth weight, and mortality in HIV-exposed uninfected children: a translational mechanistic studyR01HD105526 · NICHD · ALBERT EINSTEIN COLLEGE OF MEDICINE · PI KWIEK, JESSE J, YOTEBIENG, MARCEL · 2021 to 2025
$3.6M
Long term outcomes of therapy in women initiated on lifelong ART because of pregnancy in DR CongoR01HD087993 · NICHD · OHIO STATE UNIVERSITY · PI BABAKAZO, PELAGIE DIAMBALULA, YOTEBIENG, MARCEL · 2016 to 2020
$3.1M
NIAID NIH HHS U01 AI096299NICHD NIH HHS R01 HD087993NICHD NIH HHS R01 HD105526
6 · The paper itself

Abstract

Background: Despite relatively high coverage of interventions to prevent vertical transmission, HIV incidence among children born to women living with HIV (WLH) remains above elimination targets, partly because of substantial disengagement from antiretroviral therapy (ART) during the postpartum period. We evaluated the effectiveness of a data-driven continuous quality improvement (CQI) intervention in improving retention in care, virological suppression, and prevention of vertical transmission among pregnant and breastfeeding WLH receiving ART in maternal and child health (MCH) clinics. Methods and findings: This pragmatic cluster-randomized trial was conducted in 105 MCH clinics-three high-volume clinics in each of the 35 health zones (HZs) of Kinshasa Province, Democratic Republic of the Congo. During the pre-randomization phase (November 2016-December 2017), routine data collection using prevention of mother-to-child transmission registers was strengthened in all participating clinics. In January 2018, HZs were randomized 1:1 to implement CQI or continue the standard of care. In intervention HZs, quality improvement (QI) teams were established at the HZ and clinic levels. Indicators selected collaboratively with QI teams were calculated from routine program data and shared quarterly. Through July 2019, QI teams met quarterly to identify service-delivery challenges and develop strategies to improve outcomes, with an emphasis on retention. Thereafter, responsibility for producing indicators was transferred to QI teams, and meetings continued virtually through WhatsApp.Pregnant and breastfeeding WLH and their infants receiving care at participating clinics between November 2016 and July 2019 were enrolled and followed for at least 24 months. Primary outcomes were loss to follow-up (LTFU), viral suppression (<1,000 copies/mL), and a positive HIV test among live-born infants. Overall, 2,376 women were enrolled, including 1,217 (51.2%) before randomization. The analysis of CQI effectiveness included 1,900 participants who remained in care at randomization or enrolled thereafter: 1,103 (58.1%) in control HZs and 797 (41.9%) in intervention HZs.At 6, 12, and 24 months, LTFU was lower in the intervention group than in the control group: 18.6% versus 21.6% (adjusted risk difference [aRD], -5.2 percentage points; 95% CI, -9.6 to -0.8), 29.2% versus 31.0% (aRD, -3.9; 95% CI, -10.2 to 2.4), and 50.1% versus 55.5% (aRD, -7.1; 95% CI, -15.2 to 1.0), respectively. Estimated effects were larger in PEPFAR-supported and urban clinics, although interaction tests were not statistically significant. Viral-load results were available for 38.2%, 50.4%, and 73.5% of eligible participants at 6, 12, and 24 months, respectively. Neither viral-load-result availability nor viral suppression differed between groups. Infant HIV-test results were available for 8.1%, 32.7%, 34.2%, and 28.5% of eligible infants at 6 weeks and 6, 12, and 24 months, respectively. Conclusions: CQI implementation produced a modest improvement in retention, with the clearest evidence at 6 months and favorable but imprecise estimates through 24 months. Limited availability of maternal viral-load and infant HIV-test results precluded definitive conclusions about virological suppression and vertical transmission. Local quality-improvement interventions may strengthen processes within frontline teams' control but cannot alone overcome failures across an interconnected care system. Future studies should align interventions' operational reach with all health-system levels responsible for the intended outcomes. Trial registration: ClinicalTrials.gov NCT03048669.

Identifiers

PMID42818503
PMCPMC13622443

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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.