Evidence map›Paper›PMID 41806862›Full record

Trial reportJournal of medical Internet research2026

Longitudinal Effects of a Smartphone Game (Tumaini) for HIV Prevention Among Kenyan Adolescents: 45-Month Trajectories of Condom Use-Related Proximal Outcomes From a Randomized Controlled Trial.

Kate Winskell, Gaëlle Sabben, Haowen Qin, Calvin Mbeda, Sophie Goldenberg, Ken Ondeng'e, Richard Ndivo, Judith Arego, Xinwei He, Robert A Bednarczyk and 3 more

Registry-linked trialAbstract readRandomized Controlled Trial
In one paragraph

Trial report in Journal of medical Internet research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04437667 (Efficacy Trial for a Smartphone Game to Prevent HIV Among Young Africans), which is not on this map. Not yet cited in PubMed.

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

NCT04437667 nasuspendednot on this map

Efficacy Trial for a Smartphone Game to Prevent HIV Among Young Africans

TypeinterventionalSponsorEmory UniversityRan2020 to 2028Enrolled1,000ConditionsHIVArmsTumaini Mobile Phone Game, Control Mobile Phone Game
3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Kate WinskellHubert Department of Global Health, Rollins School of Public Health at Emory University, Atlanta, GA, United States.ORCID https://orcid.org/0000-0001-7772-3037
Gaëlle SabbenHubert Department of Global Health, Rollins School of Public Health at Emory University, Atlanta, GA, United States.ORCID https://orcid.org/0000-0003-1812-3415
Haowen QinDepartment of Biostatistics and Bioinformatics, Rollins School of Public Health at Emory University, Atlanta, GA, United States.ORCID https://orcid.org/0009-0005-7042-8859
Calvin MbedaHIV Research Division, Centre for Global Health Research, Kenya Medical Research Institute, Kisumu, Kenya.ORCID https://orcid.org/0000-0001-8139-5160
Sophie GoldenbergDepartment of Epidemiology, Rollins School of Public Health at Emory University, Atlanta, GA, United States.ORCID https://orcid.org/0009-0006-1049-9126
Ken Ondeng'eHIV Research Division, Centre for Global Health Research, Kenya Medical Research Institute, Kisumu, Kenya.ORCID https://orcid.org/0000-0002-1001-126X
Richard NdivoHIV Research Division, Centre for Global Health Research, Kenya Medical Research Institute, Kisumu, Kenya.ORCID https://orcid.org/0000-0002-3201-7953
Judith AregoHIV Research Division, Centre for Global Health Research, Kenya Medical Research Institute, Kisumu, Kenya.ORCID https://orcid.org/0000-0001-9027-9997
Xinwei HeDepartment of Biostatistics and Bioinformatics, Rollins School of Public Health at Emory University, Atlanta, GA, United States.ORCID https://orcid.org/0009-0007-0567-9947
Robert A BednarczykHubert Department of Global Health, Rollins School of Public Health at Emory University, Atlanta, GA, United States.ORCID https://orcid.org/0000-0002-6812-0928
Kelli KomroDepartment of Behavioral, Social, and Health Education Sciences, Rollins School of Public Health at Emory University, Atlanta, GA, United States.ORCID https://orcid.org/0000-0002-7893-9558
Robert H LylesDepartment of Biostatistics and Bioinformatics, Rollins School of Public Health at Emory University, Atlanta, GA, United States.ORCID https://orcid.org/0000-0002-0691-9814
Victor MudhuneHIV Research Division, Centre for Global Health Research, Kenya Medical Research Institute, Kisumu, Kenya.ORCID https://orcid.org/0000-0003-4841-4555

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundAfrican adolescents and young adults account for a disproportionate number of new HIV infections. There is an urgent need to identify scalable and cost-effective behavioral HIV prevention strategies for this population. Using a condom at first sex is associated with a higher likelihood of consistent use later. Tumaini ("Hope for the Future" in Swahili; Emory University) is a choose-your-own-adventure smartphone game that has been shown to reduce the risk of unprotected first sex by end line in a 45-month randomized controlled trial in western Kenya.

objectiveThis study aimed to assess the impact of Tumaini on proximal outcomes related to condom use at first sex (specifically, behavioral intentions, self-efficacy, attitudes, and knowledge) longitudinally across mid-adolescence in the above trial.

methodsAdolescent participants (n=996, mean baseline age 14, SD 0.56 years) were randomized 1:1 to receive either a smartphone loaded with Tumaini or an attention-control math game for 5 to 7 weeks at 3 time points (mean age 14.0, SD 0.56; 15.3, SD 0.55; and 16.0, SD 0.56 years, respectively). They completed a behavioral survey at 13 time points, through mean age 17.7 (SD 0.56) years. Using generalized estimating equations and controlling for age at baseline, we modeled mean scores (overall and stratified by gender) on a range of condom-related survey items over time to assess mean differences at specific time points. We applied appropriate Bonferroni corrections to inferences about cross-arm differences in mean changes relative to baseline at 4 time points (after each intervention period and at end line; α=.05/4) and within-arm mean changes relative to baseline at each of the 12 post-baseline time points (α=.05/12). Analyses were conducted as intent-to-treat.

resultsAt end line, 97.8% (n=974) of the sample had been retained. Participants in both arms dedicated a mean total of >30 hours to their assigned game. There was significant improvement across all condom-related proximal outcomes in the intervention arm relative to the control arm immediately after initial intervention exposure. For almost all outcomes, a significant cross-arm difference was also present at end line and for most outcomes at the 2 intervening comparison time points. Some outcomes saw stronger intervention effects on female participants (eg, self-efficacy to refuse unprotected sex) or male participants (eg, knowledge that condoms are an effective way to prevent HIV). In each arm, intention to use a condom at first sex was consistently higher among male participants; however, female intervention-arm scores overtook male control-arm scores following initial intervention exposure.

conclusionsTumaini significantly improved theory-based proximal outcomes related to condom use, with effects sustained 45 months post initial exposure and 16 months post most recent exposure. Adolescents benefited from even short-term exposure, though repeated exposure generally sustained and reinforced intervention effects. As access to smartphones increases, Tumaini has potential for high scalability and impact on condom-related outcomes.

trial registrationClinicalTrials.gov NCT04437667; https://clinicaltrials.gov/study/NCT04437667. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): RR2-10.2196/35117.

Indexed as

CondomsHIV InfectionsSmartphoneVideo GamesAdolescentFemaleHumansKenyaLongitudinal StudiesMaleSelf Efficacyadolescentsattitudebehavioral intentionbehavioral interventioncondomgame for healthHIVinteractive narrativeKenyaknowledgemHealthpreventionrandomized controlled trialself-efficacyserious gamesexual healthsmartphonesub-Saharan Africa

Identifiers

PMID41806862
PMCPMC13014075

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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.