Evidence map›Paper›PMID 35238785›Full record

ArticleJMIR formative research2022

Online Health Information Seeking and eHealth Literacy Among Spanish Language-Dominant Latino Adults Receiving Care in a Community Clinic: Secondary Analysis of Pilot Randomized Controlled Trial Data.

Enmanuel A Chavarria, Shannon M Christy, Han Feng, Hongyu Miao, Rania Abdulla, Liliana Gutierrez, Diana Lopez, Julian Sanchez, Clement K Gwede, Cathy D Meade

Registry-linked trialOpen access · goldAbstract read
In one paragraph

Article in JMIR formative research, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT03078361 (Latinos CARES), which is not on this map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed
3.6field-weighted citation impact, top 7% of its field
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.

NCT03078361 nacompletednot on this map

Latinos CARES (Colorectal Cancer Awareness, Research, Education and Screening) Project

TypeinterventionalSponsorH. Lee Moffitt Cancer Center and Research InstituteRan2014 to 2022Enrolled159ConditionsColorectal Cancer, Colorectal CarcinomaArmsImmunochemical Fecal Occult Blood Test (I-FOBT) Kit, LATINOS CARES Toolkit, Standard Intervention
3 · Its place in the literature

Who cites it

7 citing papers in PubMed, 13 citations in OpenAlex.

  1. Screening of Pediatric Patients at Cardiology Clinic Identifies High Prevalence of Food Insecurity.International journal of environmental research and public health · 2026
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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

10 authors at 7 institutions in 1 country.

Enmanuel A ChavarriaDepartment of Behavioral, Social, and Health Education Sciences, Rollins School of Public Health, Emory University, Atlanta, GA, United States.ORCID https://orcid.org/0000-0001-8418-5361
Shannon M ChristyDepartment of Health Outcomes and Behavior, Division of Population Science, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, United States.ORCID https://orcid.org/0000-0001-5306-7020
Han FengSchool of Medicine, Tulane University, New Orleans, LA, United States.ORCID https://orcid.org/0000-0003-3163-8931
Hongyu MiaoCollege of Nursing, Florida State University, Tallahassee, FL, United States.ORCID https://orcid.org/0000-0002-4131-3164
Rania AbdullaNon-Therapeutic Research Office, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, United States.ORCID https://orcid.org/0000-0003-4028-336X
Liliana GutierrezEvergreen Health, Kirkland, WA, United States.ORCID https://orcid.org/0000-0002-5509-103X
Diana LopezSuncoast Community Health Centers, Brandon, FL, United States.ORCID https://orcid.org/0000-0001-8925-0994
Julian SanchezDepartment of Health Outcomes and Behavior, Division of Population Science, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, United States.ORCID https://orcid.org/0000-0002-7198-839X
Clement K GwedeDepartment of Health Outcomes and Behavior, Division of Population Science, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, United States.ORCID https://orcid.org/0000-0003-1630-7333
Cathy D MeadeDepartment of Health Outcomes and Behavior, Division of Population Science, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, United States.ORCID https://orcid.org/0000-0001-6422-8248
University of South Florida · USMoffitt Cancer Center · USEmory University · USEvergreen Health Medical Center · USFlorida State University · USSuncoast Hospice Institute · USTulane University · US

Funding

Winship Cancer Institute Cancer Center Support GrantP30CA138292 · NCI · EMORY UNIVERSITY · PI Suresh S Ramalingam · 2009 to 2026
$47.5M
Behavioral Oncology Education & Career DevelopmentR25CA090314 · NCI · H. LEE MOFFITT CANCER CTR &RES INST · PI BRANDON, THOMAS H · 2003 to 2018
$4.0M
NCI NIH HHS P30 CA138292NCI NIH HHS R25 CA090314
6 · The paper itself

Abstract

backgroundeHealth literacy is the ability to seek, obtain, and decipher online health information (OHI) for health and disease management. Rapid developments in eHealth (eg, health care services and online information) place increased demands on patients to have high eHealth literacy levels. Yet, greater emphasis on eHealth may disproportionately affect groups with limited eHealth literacy. Cultural background, language, and eHealth literacy are influential considerations affecting health care and information access, health care use, and successful eHealth resource use, and they may influence OHI seeking for behavioral change toward cancer prevention.

objectiveThis study aimed to characterize the extent of OHI seeking and eHealth literacy among Spanish-dominant (SD) Latino adults aged 50 to 75 years. Further, we aimed to examine potential associations between sociodemographic characteristics, Preventive Health Model (PHM) constructs, OHI-seeking behaviors, and eHealth literacy, separately.

methodsParticipants (N=76) self-identified as Latino, were enrolled in a colorectal cancer (CRC) screening intervention, were aged 50 to 75 years, were at average risk for CRC, were not up to date with CRC screening, and preferred receiving health information in Spanish. We describe participants' sociodemographic characteristics, PHM constructs, OHI-seeking behaviors, and eHealth literacy-among those seeking OHI-assessed at enrollment. Descriptive analyses were first performed for all variables. Next, primary univariate logistic analyses explored possible associations with OHI seeking. Finally, using data from those seeking OHI, exploratory univariate analyses sought possible associations with eHealth literacy.

resultsA majority (51/76, 67%) of the participants were female, 62% (47/76) reported not having graduated high school, and 41% (31/76) reported being unemployed or having an annual income of less than US $10,000. Additionally, 75% (57/76) of the participants reported not having health insurance. In total, 71% (54/76) of the participants reported not having sought OHI for themselves or others. Univariate logistic regression suggested that higher educational attainment was significantly associated with an increased likelihood of having sought OHI (odds ratio 17.4, 95% CI 2.0-150.7; P=.009). Among those seeking OHI (22/76, 29%), 27% (6/22) were at risk of having low eHealth literacy based on an eHealth Literacy Scale score of less than 26. Among OHI seekers (22/76, 29%), an examination of associations found that higher eHealth literacy was associated with greater self-efficacy for screening with the fecal immunochemical test (β=1.20, 95% CI 0.14-2.26; P=.02).

conclusionsMost SD Latino participants had not sought OHI for themselves or others (eg, family or friends), thus potentially limiting access to beneficial online resources. Preliminary findings convey that higher eHealth literacy occurs among those with higher self-efficacy for CRC screening. Findings inform areas of focus for future larger-scale investigations, including further exploration of reasons for not seeking OHI among SD Latino adults and an in-depth look at eHealth literacy and cancer screening behaviors.

trial registrationClinicalTrials.gov NCT03078361; https://clinicaltrials.gov/ct2/show/NCT03078361.

Indexed as

colorectal cancer screeningeHealth literacyhealth communicationsHispanicLatinomedically underservedonline health information seekingSpanish language–dominant

Identifiers

PMID35238785
PMCPMC9614617
OpenAlexW4220834683

What OpenQuestion holds

Textmetadata
LicenceCC BY
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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.