Evidence map›Paper›PMID 37347521›Full record

ArticleJMIR formative research2023

Smartphone Ownership and Usage Among Pregnant Women Living With HIV in South Africa: Secondary Analysis of CareConekta Trial Data.

Sandisiwe Noholoza, Tamsin K Phillips, Sindiswa Madwayi, Megan Mrubata, Carol S Camlin, Landon Myer, Kate Clouse

Registry-linked trialAbstract read
In one paragraph

Article in JMIR formative research, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT03836625 (CareConekta), which is not on this map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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.

NCT03836625 nacompletednot on this map

CareConekta: A Pilot Study of a Smartphone App to Improve Engagement in Postpartum HIV Care in South Africa

TypeinterventionalSponsorVanderbilt UniversityRan2019 to 2021Enrolled200ConditionsHIV/AIDS, Pregnancy RelatedArmsCareConekta
3 · Its place in the literature

Who cites it

4 citing papers in PubMed.

  1. Trial
  2. Article
  3. Review
  4. 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

7 authors.

Sandisiwe Noholoza *Division of Epidemiology and Biostatistics, School of Public Health, University of Cape Town, Cape Town, South Africa.ORCID https://orcid.org/0009-0007-7018-7738
Tamsin K PhillipsDivision of Epidemiology and Biostatistics, School of Public Health, University of Cape Town, Cape Town, South Africa.ORCID https://orcid.org/0000-0003-4554-2922
Sindiswa MadwayiDivision of Epidemiology and Biostatistics, School of Public Health, University of Cape Town, Cape Town, South Africa.ORCID https://orcid.org/0009-0000-4682-0563
Megan MrubataDivision of Epidemiology and Biostatistics, School of Public Health, University of Cape Town, Cape Town, South Africa.ORCID https://orcid.org/0009-0003-4919-7756
Carol S CamlinDepartment of Obstetrics, Gynaecology & Reproductive Sciences, University of California, San Francisco, CA, United States.ORCID https://orcid.org/0000-0001-5615-1164
Landon MyerDivision of Epidemiology and Biostatistics, School of Public Health, University of Cape Town, Cape Town, South Africa.ORCID https://orcid.org/0000-0002-8106-7658
Kate ClouseVanderbilt University School of Nursing, Vanderbilt University, Nashville, TN, United States.ORCID https://orcid.org/0000-0002-0190-7398

Funding

CareConekta: Mobile health for a mobile populationR34MH118028 · NIMH · VANDERBILT UNIVERSITY · PI CLOUSE, KATE · 2019 to 2021
$631k
Zikhethele - choose for you: evaluating choice-based antiretroviral therapy support for patients returning to HIV care after treatment interruption in South AfricaK43TW011943 · FIC · UNIVERSITY OF CAPE TOWN · PI PHILLIPS, TAMSIN KATE · 2021 to 2025
$598k
FIC NIH HHS K43 TW011943NIMH NIH HHS R34 MH118028
6 · The paper itself

Abstract

backgroundMobile health (mHealth) initiatives are increasingly common in low-resource settings, but the appropriateness of smartphone interventions in health care settings is uncertain. More research is needed to establish the appropriateness and feasibility of integrating new mHealth modalities (novel apps and social media apps) in the South African context.

objectiveIn this study, to inform future mHealth interventions, we describe smartphone ownership, preferences, and usage patterns among pregnant women living with HIV in Gugulethu, South Africa.

methodsWe screened pregnant women living with HIV from December 2019 to February 2021 for the CareConekta trial. To be enrolled in the trial, respondents were required to be 18 years of age or older, living with HIV, ≥28 weeks pregnant, and own a smartphone that met the technical requirements of the CareConekta app. In this secondary analysis, we describe mobile phone ownership and sociodemographic characteristics of all women screened for eligibility (n=639), and smartphone use patterns among those enrolled in the trial (n=193).

resultsOverall, median age was 31 (IQR 27-35) years. Of the 582 women who owned smartphones, 580 responded to the question about whether or not it was a smartphone, 2 did not. Among those with smartphones, 92% (421/458) of them used the Android operating system of version 5.0 or above, 98% (497/506) of phones had a GPS, and 96% (485/506) of individuals charged their phones less than twice a day. Among women who were enrolled in the trial, nearly all (99%, 190/193) owned the smartphone themselves; however, 14% (26/193) shared their smartphone with someone. In this case, 96% (25/26) reported possessing the phone most of the day. Median duration of ownership of the smartphone was 12 (IQR 5-24) months, median duration with current phone number use was 25 (IQR 12-60) months, and median number of cell phone numbers owned 2 years prior to enrollment in the trial was 2 (IQR 1-2). Receiving (192/193, 99.5%) and making (190/193, 99%) phone calls were among the most common smartphone uses. The least used features were GPS (106/193, 55%) and email (91/193, 47%). WhatsApp was most frequently reported as a favorite app (181/193, 94%).

conclusionsSmartphone ownership is very common among pregnant women living with HIV in this low-resource, periurban setting. Phone sharing was uncommon, nearly all used the Android system, and phones retained sufficient battery life. These results are encouraging to the development of mHealth interventions. Existing messaging platforms-particularly WhatsApp-are exceedingly popular and could be leveraged for interventions. Findings of moderate smartphone ownership turnover and phone number turnover are considerations for mHealth interventions in similar settings.

trial registrationClinicalTrials.gov NCT03836625; https://clinicaltrials.gov/ct2/show/NCT03836625?term=NCT03836625.

Indexed as

HIVmHealthmobile phoneownershipsmartphoneSouth Africa

Identifiers

PMID37347521
PMCPMC10337307

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Registered trials

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.