Evidence map›Paper›PMID 39208237›Full record

ArticlePloS one2024

The effect of proactive, interactive, two-way texting on 12-month retention in antiretroviral therapy: Findings from a quasi-experimental study in Lilongwe, Malawi.

Caryl Feldacker, Robin E Klabbers, Jacqueline Huwa, Christine Kiruthu-Kamamia, Agness Thawani, Petros Tembo, Joseph Chintedza, Geldert Chiwaya, Aubrey Kudzala, Pachawo Bisani and 3 more

Abstract read
In one paragraph

Article in PloS one, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing 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

8 citing papers in PubMed.

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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

13 authors.

Caryl FeldackerDepartment of Global Health, University of Washington, Seattle, WA, United States of America.ORCID 0000-0002-8152-6754
Robin E KlabbersDepartment of Global Health, University of Washington, Seattle, WA, United States of America.
Jacqueline HuwaLighthouse Trust, Lilongwe, Malawi.
Christine Kiruthu-KamamiaInternational Training and Education Center for Health (I-TECH), Seattle, WA, United States of America.
Agness ThawaniLighthouse Trust, Lilongwe, Malawi.
Petros TemboLighthouse Trust, Lilongwe, Malawi.
Joseph ChintedzaLighthouse Trust, Lilongwe, Malawi.
Geldert ChiwayaLighthouse Trust, Lilongwe, Malawi.
Aubrey KudzalaLighthouse Trust, Lilongwe, Malawi.
Pachawo BisaniLighthouse Trust, Lilongwe, Malawi.
Dumisani NdhlovuLighthouse Trust, Lilongwe, Malawi.
Johnnie SeyaniLighthouse Trust, Lilongwe, Malawi.
Hannock TweyaDepartment of Global Health, University of Washington, Seattle, WA, United States of America.ORCID 0000-0002-8247-1273

Funding

Malawi HIV Implementation Research Scientist Training Program (MHIRST)D43TW010060 · FIC · UNIV OF NORTH CAROLINA CHAPEL HILL · PI MINA CHRISTINE HOSSEINIPOUR, Victor Mwapasa · 2015 to 2026
$3.8M
Two-way Texting (2wT) to Improve Patient Retention While Reducing the Healthcare Workload in High-Burden Public HIV Clinics in MalawiR33TW011658 · FIC · UNIVERSITY OF WASHINGTON · PI O'MALLEY, GABRIELLE · 2022 to 2024
$1.1M
Two-way Texting (2wT) to Improve Patient Retention While Reducing the Healthcare Workload in High-Burden Public HIV Clinics in MalawiR21TW011658 · FIC · UNIVERSITY OF WASHINGTON · PI FELDACKER, CARYL · 2020 to 2021
$391k
FIC NIH HHS D43 TW010060FIC NIH HHS R21 TW011658FIC NIH HHS R33 TW011658
6 · The paper itself

Abstract

backgroundRetaining clients on antiretroviral therapy (ART) is challenging, especially during the first year on ART. Mobile health (mHealth) interventions show promise to close retention gaps. We aimed to assess reach (who received the intervention?) and effectiveness (did it work?) of a hybrid two-way texting (2wT) intervention to improve ART retention at a large public clinic in Lilongwe, Malawi.

methodsBetween August 2021-June 2023, in a quasi-experimental study, outcomes were compared between two cohorts of new ART clients: 1) those opting into 2wT who received automated, weekly motivation short messaging service (SMS) messages and response-requested appointment reminders; and 2) a matched historical cohort receiving standard of care (SoC). Reach was defined as "the proportion clients ≤6 months of ART initiation eligible for 2wT". 2wT effectiveness was assessed in time-to-event analysis. Retention was presented in a Kaplan-Meier plot and compared between 2wT and SoC using a log-rank test. The effect of 2wT on ART dropout (lost to follow-up or stopped ART) was estimated using Fine-Gray competing risk regression models, adjusting for sex, age and WHO HIV stage at ART initiation.

resultsOf 1,146 clients screened, 501 were eligible for 2wT, a reach of 44%. Lack of phone (393/645; 61%) and illiteracy (149/645; 23%) were the most common ineligibility reasons. Among 468 participants exposed to 2wT, 12-month probability of ART retention was 91% (95% CI: 88% - 94%) compared to 76% (95% CI: 72% - 80%) among 468 SoC participants (p<0.001). Compared to SoC, 2wT participants had a 65% lower hazard of ART dropout at any timepoint (sub-distribution hazard ratio 0.35, 95% CI: 0.24-0.51; p<0.001).

conclusions2wT did not reach all clients. For those who opted-in, 2wT significantly increased 12-month ART retention. Expansion of 2wT as a complement to other retention interventions should be considered in other low-resource, routine ART settings.

Indexed as

HIV InfectionsText MessagingAdultAnti-HIV AgentsAnti-Retroviral AgentsDrug MonitoringFemaleHumansMalawiMaleMiddle AgedReminder SystemsTelemedicineAnti-HIV AgentsAnti-Retroviral Agents

Identifiers

PMID39208237
PMCPMC11361596

What OpenQuestion holds

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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.