Evidence map›Paper›PMID 37471383›Full record

ArticlePloS one2023

"It reminds me and motivates me": Human-centered design and implementation of an interactive, SMS-based digital intervention to improve early retention on antiretroviral therapy: Usability and acceptability among new initiates in a high-volume, public clinic in Malawi.

Jacqueline Huwa, Hannock Tweya, Maryanne Mureithi, Christine Kiruthu-Kamamia, Femi Oni, Joseph Chintedza, Geldert Chiwaya, Evelyn Waweru, Aubrey Kudzala, Beatrice Wasunna and 3 more

Open access · goldAbstract read
In one paragraph

Article in PloS one, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
15citing papers in PubMed, 1 pooled it
10.0field-weighted citation impact, top 2% 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

15 citing papers in PubMed, 1 synthesis or guideline pooled it, 23 citations in OpenAlex.

  1. Pooled it
  2. Co-developing a community health worker-led hypertension control intervention in Peru through a human-centered design approach.Revista panamericana de salud publica = Pan American journal of public health · 2026
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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

13 authors at 3 institutions in 3 countries.

Jacqueline HuwaLighthouse Trust, Lilongwe, Malawi.ORCID 0000-0001-8786-2487
Hannock TweyaInternational Training and Education Center for Health (I-TECH), Lilongwe, Malawi.
Maryanne MureithiMedic mobile, Nairobi, Kenya.
Christine Kiruthu-KamamiaLighthouse Trust, Lilongwe, Malawi.
Femi OniMedic mobile, Nairobi, Kenya.
Joseph ChintedzaLighthouse Trust, Lilongwe, Malawi.
Geldert ChiwayaLighthouse Trust, Lilongwe, Malawi.
Evelyn WaweruMedic mobile, Nairobi, Kenya.ORCID 0000-0002-4599-8973
Aubrey KudzalaLighthouse Trust, Lilongwe, Malawi.
Beatrice WasunnaMedic mobile, Nairobi, Kenya.
Dumisani NdhlovuLighthouse Trust, Lilongwe, Malawi.
Pachawo BisaniLighthouse Trust, Lilongwe, Malawi.
Caryl FeldackerDepartment of Global Health, University of Washington, Seattle, WA, United States of America.ORCID 0000-0002-8152-6754
Lighthouse Trust · MWMedic Mobile · KEUniversity of Washington · US

Funding

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
Reducing Provider Workload While Preserving Patient Safety: A 2-Way Texting Intervention in Zimbabwe’s Voluntary Medical Male Circumcision ProgramR21TW010583 · FIC · UNIVERSITY OF WASHINGTON · PI FELDACKER, CARYL · 2017 to 2018
$358k
FIC NIH HHS R21 TW010583FIC NIH HHS R21 TW011658FIC NIH HHS R33 TW011658
6 · The paper itself

Abstract

backgroundEarly retention of people living with HIV (PLHIV) in antiretroviral therapy (ART) programs is critical to improve individual clinical outcomes and viral load suppression. Although many mobile health (mHealth) interventions aim to improve retention in care, there is still lack of evidence on mHealth success or failure, including from patient's perspectives. We describe the human-centered design (HCD) process and assess patient usability and acceptability of a two-way texting (2wT) intervention to improve early retention among new ART initiates at Lighthouse Trust clinic in Lilongwe, Malawi.

methodsAn iterative HCD approach focused on patient and provider users' needs, incorporating feedback from multidisciplinary teams to adapt 2wT for the local, public clinic context. We present mixed-methods usability and acceptability results from 100 participants, 50 at 3-months and 50 at 6-months, post 2wT enrollment, and observations of these same patients completing core tasks of the 2wT system.

resultsAmong the 100 usability respondents, 95% were satisfied with visit reminders, and 88% would recommend reminders and motivational messages to friends; however, 17% were worried about confidentiality. In observation of participant task completion, 94% were able to successfully confirm visit attendance and 73% could request appointment date change. More participants in 4-6 months group completed tasks correctly compared to 1-3 months group, although not significantly different (78% vs. 66%, p = 0.181). Qualitative results were overwhelmingly positive, but patients did note confusion with transfer reporting and concern that 2wT would not reach patients without mobile phones or with lower literacy.

conclusionThe 2wT app for early ART retention appears highly usable and acceptable, hopefully creating a solid foundation for lifelong engagement in care. The HCD approach put the local team central in this process, ensuring that both patients' and Lighthouse's priorities, policies, and practices were forefront in 2wT optimization, raising the likelihood of 2wT success in other routine program contexts.

Indexed as

Cell PhoneHIV InfectionsText MessagingHumansMalawiMotivation

Identifiers

PMID37471383
PMCPMC10358959
OpenAlexW4384926296

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.