Evidence map›Paper›PMID 38568904›Full record

ArticlePLOS digital health2024

Centering healthcare workers in digital health design: Usability and acceptability of two-way texting to improve retention in antiretroviral therapy in a public HIV clinic in Lilongwe, Malawi.

Maryanne Mureithi, Leah Ng'aari, Beatrice Wasunna, Christine Kiruthu-Kamamia, Odala Sande, Geldert Davie Chiwaya, Jacqueline Huwa, Hannock Tweya, Krishna Jafa, Caryl Feldacker

Open access · goldAbstract read
In one paragraph

Article in PLOS digital health, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed
7.6field-weighted citation impact, top 3% 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

12 citing papers in PubMed, 9 citations in OpenAlex.

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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

10 authors at 3 institutions in 3 countries.

Maryanne MureithiMedic, Nairobi, Kenya.
Leah Ng'aariMedic, Nairobi, Kenya.
Beatrice WasunnaMedic, Nairobi, Kenya.
Christine Kiruthu-KamamiaLighthouse Trust, Lilongwe, Malawi.
Odala SandeLighthouse Trust, Lilongwe, Malawi.
Geldert Davie ChiwayaLighthouse Trust, Lilongwe, Malawi.
Jacqueline HuwaLighthouse Trust, Lilongwe, Malawi.ORCID https://orcid.org/0000-0001-8786-2487
Hannock TweyaInternational Training and Education Center for Health, Lilongwe, Malawi.
Krishna JafaMedic, Seattle, Washington, United States of America.
Caryl FeldackerDepartment of Global Health, University of Washington, Seattle, Washington, United States of America.ORCID https://orcid.org/0000-0002-8152-6754
Lighthouse Trust · MWMedic Mobile · KEUniversity of Washington · US

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

New initiates on antiretroviral therapy (ART) are at high risk of treatment discontinuation, putting their health at risk. In low- and middle-income countries, like Malawi, appropriate digital health applications (apps) must fit into local clinic, connectivity and resource constraints. We describe the human centered design (HCD) and development process of an open-source, hybrid, two-way texting (2wT) system to improve ART retention. We detail the critical role of diverse healthcare workers (HCWs) in the HCD process to inform app usability, create buy-in, and ensure appropriate optimization for the local context. We optimized 2wT usability and acceptability over three HCD phases: 1) informal feedback sessions with diverse 2wT stakeholders, 2) a small pilot, and 3) key informant interviews. Phase one included four sessions with diverse HCWs, including "expert ART clients", clinical, technical, supervisory, and evaluation teams to inform 2wT design. In phase 2, a small pilot with 50 participating ART clients aimed to inform implementation improvement. Phase three included interviews with ten HCWs to deepen understanding of 2wT acceptability and usability, documenting strengths and weaknesses to inform optimization. Multi-phase feedback sessions with HCWs helped refine 2wT language and message timing for both weekly and tailored client-specific visit reminders. The pilot led to improvements in educational materials to guide client responses and ease interaction with HCWs. In interviews, the HCWs appreciated the HCD co-creation process, suggested ways to increase access for low-literacy clients or those without consistent phone access, and felt integrating 2wT with other eHealth platforms would improve scalability. Inclusion of HCWs across phases of HCD design, adaption, and optimization increased 2wT usability and acceptability among HCWs in this setting. Engaging HCWs into 2wT co-ownership from inception appears successful in co-creation of an app that will meet HCW needs, and therefore, enhance support for 2wT clients to attend visits and remain in care.

Identifiers

PMID38568904
PMCPMC10990210
OpenAlexW4393867410

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.