Evidence map›Paper›PMID 41474980›Full record

ArticleJournal of medical Internet research2025

Digital Health Literacy and Its Role in Awareness of and Access to Sexual Health Products and Services Among Displaced Youth in Uganda's Informal Urban Settlements: Community-Based Cross-Sectional Study.

Moses Okumu, Carmen Hellen Logie, Isaac Koomson, Thabani Nyoni, Joshua Muzei, Bonita B Sharma, Flora Cohen, William Byansi, Michelle G Thompson, Joseph Cedrick Wabwire and 4 more

Abstract read
In one paragraph

Article in Journal of medical Internet research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed, 1 pooled it
–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

3 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Article
  3. 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

14 authors.

Moses OkumuSchool of Social Work, University of Illinois Urbana-Champaign, Urbana, IL, United States.ORCID https://orcid.org/0000-0003-2555-3077
Carmen Hellen LogieFactor-Inwentash Faculty of Social Work, University of Toronto, Toronto, ON, Canada.ORCID https://orcid.org/0000-0002-8035-433X
Isaac KoomsonCentre for the Business and Economics of Health, The University of Queensland, St Lucia, Australia.ORCID https://orcid.org/0000-0002-2929-4992
Thabani NyoniSchool of Social Work, Faculty of Health, Dalhousie University, Halifax, NS, Canada.ORCID https://orcid.org/0000-0002-0100-6258
Joshua MuzeiInformatics Programs, School of Information Science, University of Illinois Urbana-Champaign, Urbana, IL, United States.ORCID https://orcid.org/0009-0007-3879-8010
Bonita B SharmaDepartment of Social Work, College of Public Policy, The University of Texas at San Antonio, San Antonio, TX, United States.ORCID https://orcid.org/0000-0001-6593-8153
Flora CohenSchool of Social Work, University of Illinois Urbana-Champaign, Urbana, IL, United States.ORCID https://orcid.org/0000-0002-7879-3958
William ByansiSchool of Social Work, Boston College, Chestnut Hill, MA, United States.ORCID https://orcid.org/0000-0003-2880-9357
Michelle G ThompsonCollege of Health, Lehigh University, Bethlehem, PA, United States.ORCID https://orcid.org/0000-0003-2452-6755
Joseph Cedrick WabwireDepartment of Health and Kinesiology, College of Applied Health Sciences, University of Illinois Urbana-Champaign, Urbana, IL, United States.ORCID https://orcid.org/0009-0006-0247-8632
Catherine Naluwende NafulaAVSI Foundation, Arua, Uganda.ORCID https://orcid.org/0009-0008-7608-485X
Robert HakizaYARID: Young African Refugees for Integral Development, Kampala, Uganda.ORCID https://orcid.org/0000-0001-7857-9436
Peter KyambaddeAIDS Control Program, Ministry of Health, Kampala, Uganda.ORCID https://orcid.org/0000-0002-9606-218X
Liliane Cambraia WindsorJack, Joseph and Morton Mandel School of Applied Social Sciences, Case Western Reserve University, Cleveland, OH, United States.ORCID https://orcid.org/0000-0002-0172-5009

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundDigital health interventions can enhance sexual health equity among marginalized and underserved populations, including displaced youth. However, there is limited understanding of displaced youth's digital health literacy (DHL) and its association with knowledge of and access to sexual health products and services.

objectiveThis study aims to identify patterns of DHL among displaced youth and assess how these patterns are associated with awareness of and access to sexual health products and services, while considering gender differences.

methodsWe conducted a cross-sectional tablet-assisted survey in Kampala, Uganda. We used peer-driven sampling to recruit displaced youth aged 16-24 years living in 5 informal urban settlements. We identified DHL patterns using latent profile analysis. Gender-disaggregated multivariate probit models were constructed to estimate the relationship between DHL and awareness of and access to sexual health products and services (eg, sexual and reproductive health [SRH] information, external condoms, condom use training, sexually transmitted infection testing, and HIV testing).

resultsAmong the participants (N=445), our latent profile analysis identified 4-DHL classes named: low (class 1, 51/444, 11.5%), moderate (class 2, 99/444, 22.2%), high (class 3, 138/444, 31%), and very high (class 4, 157/444, 35.3%). Our adjusted multivariate probit model indicated that, compared to class 1, class 4 participants were more likely to know where to access condom use training (marginal effect [ME]=0.23; P<.001), external condoms (ME=0.19; P<.001), and HIV testing (ME=0.23; P<.001). We also noted gender-based differences. Men with very high DHL, compared with those with low DHL, were more likely to know where to access SRH information (ME=0.46; P<.001) and condom use training (ME=0.40; P<.050), while women with very high DHL were more likely than those with low DHL to report knowing how to access condom use training (ME=0.12, SE=0.06; P<.050), external condoms (ME=0.34; P<.001), and HIV testing (ME=0.22, SE=0.10; P<.050). Regarding access to sexual health products and services in the last 3 months, class 4 respondents reported higher access to condom use training (ME=0.13, SE=0.04; P<.001), external condoms (ME=0.14; P<.050), and HIV testing (ME=0.24; P<.050) than class 1 respondents. Gender differences showed that among men, those with very high DHL were more likely to access condom use training (ME=0.28; P<.010) than those with low DHL. In contrast, among women, those with very high DHL were less likely to access SRH information (ME=-0.20; P<.001).

conclusionsOur findings reveal a generally high level of DHL but suboptimal awareness of and access to SRH services among urban displaced youth in Kampala. Improving SRH among urban displaced populations will require gender-responsive and culturally grounded digital sexual health interventions to increase awareness of and access to sexual health products and services.

Indexed as

Health LiteracyHealth Services AccessibilitySexual HealthAdolescentCross-Sectional StudiesFemaleHealth Knowledge, Attitudes, PracticeHumansMaleUgandaUrban PopulationYoung Adultdigital health literacydigital sexual health interventionsgender digital divide.refugeessexual health equityUganda

Identifiers

PMID41474980
PMCPMC12805323

What OpenQuestion holds

Textmetadata
LicenceCC BY
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Registered trials

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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.