Evidence map›Paper›PMID 38819905›Full record

ArticleJMIR human factors2024

Digital Adherence Technologies Linked to Mobile Money Incentives for Medication Adherence Among People Living With Tuberculosis: Mixed Methods Feasibility and Acceptability Study.

Angella Musiimenta, Wilson Tumuhimbise, Esther Atukunda, Aaron Mugaba, Sebastian Linnemayr, Jessica Haberer

Abstract read
In one paragraph

Article in JMIR human factors, 2024. 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. Article
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

6 authors.

Angella MusiimentaFaculty of Computing and Informatics, Mbarara University of Science and Technology, Mbarara, Uganda.ORCID 0000-0003-1983-696X
Wilson TumuhimbiseFaculty of Computing and Informatics, Mbarara University of Science and Technology, Mbarara, Uganda.ORCID 0000-0003-1895-9255
Esther AtukundaFaculty of Medicine, Mbarara University of Science and Technology, Mbarara, Uganda.ORCID 0000-0002-0045-0138
Aaron MugabaFaculty of Computing and Informatics, Mbarara University of Science and Technology, Mbarara, Uganda.ORCID 0000-0003-4625-069X
Sebastian LinnemayrRand Corporation, Santa Monica, CA, United States.ORCID 0000-0002-6945-5279
Jessica HabererHarvard Medical School, Boston, MA, United States.ORCID 0000-0001-5845-3190

Funding

Integration of a patient-centered mobile health intervention (Support-Moms) into routine antenatal care to improve maternal health in UgandaR01HD111692 · NICHD · MBARARA UNIVERSITY/SCIENCE/ TECHNOLOGY · PI Esther Cathyln Atukunda · 2023 to 2026
$1.9M
Optimizing mHealth for adherence monitoring and interventionK24MH114732 · NIMH · MASSACHUSETTS GENERAL HOSPITAL · PI HABERER, JESSICA ELIZABETH · 2017 to 2021
$800k
My Mobile Wallet: An Intervention to Support Access to Tuberculosis Care and Medication Adherence in Rural UgandaR33HD107985 · NICHD · MBARARA UNIVERSITY/SCIENCE/ TECHNOLOGY · PI MUSIIMENTA, ANGELLA · 2023 to 2025
$718k
Real time Tuberculosis Medication Adherence Intervention in Rural Southwestern UgandaK43TW010388 · FIC · MBARARA UNIVERSITY/SCIENCE/ TECHNOLOGY · PI MUSIIMENTA, ANGELLA · 2016 to 2021
$602k
Patient-centered mobile technology interventions to improve maternal health in UgandaK43TW011004 · FIC · MBARARA UNIVERSITY/SCIENCE/ TECHNOLOGY · PI ATUKUNDA, ESTHER CATHYLN · 2018 to 2022
$542k
My Mobile Wallet: An Intervention to Support Access to Tuberculosis Care and Medication Adherence in Rural UgandaR21HD107985 · NICHD · MBARARA UNIVERSITY/SCIENCE/ TECHNOLOGY · PI MUSIIMENTA, ANGELLA · 2021 to 2022
$309k
FIC NIH HHS K43 TW010388FIC NIH HHS K43 TW011004NICHD NIH HHS R01 HD111692NICHD NIH HHS R21 HD107985NICHD NIH HHS R33 HD107985NIMH NIH HHS K24 MH114732
6 · The paper itself

Abstract

backgroundComplementing digital adherence technologies (DATs) with mobile money incentives may improve their utility in supporting tuberculosis medication adherence, yet the feasibility and acceptability of this integrated approach remain unclear.

objectiveThis study aims to describe the feasibility and acceptability of a novel DAT intervention called My Mobile Wallet composed of real-time adherence monitoring, SMS text message reminders, and mobile money incentives for tuberculosis medication adherence in a low-income setting.

methodsWe purposively recruited people living with tuberculosis from the Mbarara Regional Referral Hospital in Mbarara, Uganda, who (1) were starting tuberculosis treatment at enrollment or within the past 4 weeks, (2) owned a mobile phone, (3) were able to use SMS test messaging, (4) were aged ≥18 years, and (5) were living in Mbarara district. At study exit (month 6), we used interviews and questionnaires informed by the unified theory of acceptance and use of technology (UTAUT) to collect feasibility and acceptability data, reflecting patients' experiences of using each component of My Mobile Wallet. Feasibility also included tracking the functionality of the adherence monitor (ie, an electronic pillbox) as well as SMS text message and mobile money delivery. We used a content analytical approach to inductively analyze qualitative data and Stata (version 13; StataCorp LLC) to analyze quantitative data.

resultsAll 39 participants reported that the intervention was feasible because it was easy for them to use (eg, access and read SMS text messages) and worked as expected. Almost all SMS text messages (6880/7064, 97.4%) were sent as planned. The transmission of adherence data from the monitor worked well, with 98.37% (5682/5776) of the data transmitted as planned. All participants additionally reported that the intervention was acceptable because it helped them take their tuberculosis medication as prescribed; the mobile money incentives relieved them of tuberculosis-related financial burdens; SMS text message reminders and electronic pillbox-based alarms reminded them to take their medication on time; and participants perceived real-time adherence monitoring as "being watched" while taking their medication, which encouraged them to take their medication on time to demonstrate their commitment. The intervention was perceived as a sign of care, which eventually created emotional support and a sense of connectedness to health care. Participants preferred daily SMS text message reminders (32/39, 82%) to reminders linked to missed doses (7/39, 18%), citing the fact that tuberculosis medication is taken daily.

conclusionsThe use of real-time adherence monitoring linked to SMS text message reminders and mobile money incentives for tuberculosis medication adherence was feasible and acceptable in a low-resource setting where poverty-based structural barriers heavily constrain tuberculosis treatment and care.

Indexed as

Drug MonitoringFeasibility StudiesMotivationReminder SystemsText MessagingTuberculosisAdultAntitubercular AgentsCell PhoneFemaleHumansMaleMiddle AgedQualitative ResearchSurveys and QuestionnairesUgandaAntitubercular Agentsdigital adherence technologiesfinancial incentivesmedication adherencemobile moneyreal-time monitoringSMS text message reminderstuberculosisuser-centered approach

Identifiers

PMID38819905
PMCPMC11179015

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.