Evidence map›Paper›PMID 41359942›Full record

ArticleJournal of medical Internet research2025

Associations Among Digital Health Literacy, Lifestyle Factors, and Cardiovascular Health in Black and Hispanic Communities: Cross-Sectional Study.

Joyline Chepkorir, Wuraola Olawole, Hailey Miller, Nana Ofori Adomako, Elizabeth Louise Andrade, Gloria Cain, Diana-Lyn Baptiste, Oluwabunmi Ogungbe, Daniel Mullins, Roger Clark and 2 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 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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

12 authors.

Joyline ChepkorirSchool of Nursing, Johns Hopkins University, 525N Wolfe St, Baltimore, MD, 21205, United States, 1 443 514 7323.ORCID 0000-0003-2273-418X
Wuraola OlawoleSchool of Nursing, Johns Hopkins University, 525N Wolfe St, Baltimore, MD, 21205, United States, 1 443 514 7323.ORCID 0009-0001-4648-9388
Hailey MillerSchool of Nursing, Johns Hopkins University, 525N Wolfe St, Baltimore, MD, 21205, United States, 1 443 514 7323.ORCID 0000-0001-6045-6542
Nana Ofori AdomakoSchool of Nursing, Johns Hopkins University, 525N Wolfe St, Baltimore, MD, 21205, United States, 1 443 514 7323.ORCID 0000-0002-9220-4304
Elizabeth Louise AndradeMilken Institute School of Public Health, George Washington University, Washington, DC, United States.ORCID 0000-0001-7652-1337
Gloria CainSchool of Social Work, Howard University, Washington, DC, United States.ORCID 0000-0002-0124-9946
Diana-Lyn BaptisteSchool of Nursing, Johns Hopkins University, 525N Wolfe St, Baltimore, MD, 21205, United States, 1 443 514 7323.ORCID 0000-0001-8902-6255
Oluwabunmi OgungbeSchool of Nursing, Johns Hopkins University, 525N Wolfe St, Baltimore, MD, 21205, United States, 1 443 514 7323.ORCID 0000-0003-1813-0906
Daniel MullinsSchool of Pharmacy, University of Maryland, Baltimore, Baltimore, MD, United States.ORCID 0000-0003-4322-2490
Roger ClarkSchool of Nursing, Johns Hopkins University, 525N Wolfe St, Baltimore, MD, 21205, United States, 1 443 514 7323.ORCID 0009-0006-2966-8778
India KutchermanSchool of Nursing, Johns Hopkins University, 525N Wolfe St, Baltimore, MD, 21205, United States, 1 443 514 7323.ORCID 0009-0008-3611-5471
Cheryl R HimmelfarbSchool of Nursing, Johns Hopkins University, 525N Wolfe St, Baltimore, MD, 21205, United States, 1 443 514 7323.ORCID 0000-0003-1918-4316

Funding

NHLBI Maternal Morbidity and Mortality (3M) Administrative Coordinating CenterOT2HL158287 · NHLBI · WESTAT, INC. · PI Chanza Baytop · 2020 to 2026
$433.8M
NHLBI NIH HHS OT2 HL158287
6 · The paper itself

Abstract

Background: Black and Hispanic adults in the United States face a disproportionately high burden of cardiovascular disease (CVD). Digital health literacy (DHL) may influence CVD prevention and management, yet its role in these populations is not well understood. Objective: This study aimed to examine associations between DHL and cardiovascular-related lifestyle behaviors, CVD, and CVD risk factors among Black and Hispanic adults. Methods: This was an exploratory analysis of survey data from a cross-sectional study among adults in Maryland; Virginia; and Washington, DC (March 2024-June 2024). DHL was measured using items from the Digital Health Literacy Instrument, and outcomes included self-reported CVD and risk factor diagnoses and lifestyle behaviors (physical activity and fruit-, vegetable-, and sugar-sweetened beverage intake). Multivariable regression models were used to assess associations, adjusting for sociodemographic and health literacy factors. Results: Among 1221 participants, the mean age was 44 (SD 16) years; most were female (n=766, 62.7%), insured (n=1065, 87.2%), and non-Hispanic (n=840, 68.8%) and identified as Black or African American (n=778, 63.7%). Higher DHL was associated with greater vegetable intake (incidence rate ratio 1.08, 95% CI 1.01-1.15). Contrary to our hypothesis, DHL was positively associated with sugar-sweetened beverage consumption (incidence rate ratio 1.13, 95% CI 1.10-1.25). DHL showed a significant nonlinear association with fruit intake (P=.01). No significant associations were observed with CVD or its risk factors. Conclusions: The relationship between DHL and cardiovascular-protective behaviors was mixed, suggesting that DHL may not be sufficient to promote consistent health-protective behaviors. The findings highlight the need for interventions that strengthen DHL while also addressing broader contextual and structural factors such as targeted digital marketing of unhealthy food and beverages, as well as environmental barriers. Longitudinal and experimental studies are needed to clarify causal pathways and inform equitable CVD prevention strategies.

Indexed as

Black or African AmericanCardiovascular DiseasesHealth LiteracyHispanic or LatinoLife StyleAdultCross-Sectional StudiesFemaleHumansMaleMiddle AgedRisk FactorsVirginiaAfrican AmericanBlackcardiovascular diseasecardiovascular riskdigital health literacyfruitshealth behaviorLatinosugar-sweetened beveragesUnited Statesvegetables

Identifiers

PMID41359942
PMCPMC12685285

What OpenQuestion holds

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LicenceCC BY
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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.