Evidence map›Paper›PMID 41237283›Full record

ArticleJMIR cancer2025

Correlates and Detection of Digital Health Literacy in Patients With Colorectal Carcinoma or Non-Hodgkin Lymphoma: Cross-Sectional Study.

Thomas S Gunning, Amanda Khoudary, Osairys Billini, Andrew Ip, Lia Sorgen, John Marshall, Benjamin A Weinberg, Arnold L Potosky, Marc D Schwartz, Claire C Conley and 1 more

Abstract read
In one paragraph

Article in JMIR cancer, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the 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.

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

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

11 authors.

Thomas S GunningHackensack Meridian School of Medicine, Nutley, NJ, United States.ORCID 0000-0001-8116-8136
Amanda KhoudaryCancer Prevention Precision Control Institute, Center for Discovery and Innovation, Hackensack Meridian Health, 123 Metro Blvd, Nutley, NJ, 07110, United States, 1 2018803454.ORCID 0009-0001-1851-6254
Osairys BilliniCancer Prevention Precision Control Institute, Center for Discovery and Innovation, Hackensack Meridian Health, 123 Metro Blvd, Nutley, NJ, 07110, United States, 1 2018803454.ORCID 0009-0005-3046-5591
Andrew IpHackensack Meridian School of Medicine, Nutley, NJ, United States.ORCID 0000-0003-0456-5618
Lia SorgenGeorgetown Lombardi Comprehensive Cancer Center, Washington, DC, United States.ORCID 0009-0008-0037-6573
John MarshallGeorgetown Lombardi Comprehensive Cancer Center, Washington, DC, United States.ORCID 0000-0002-3449-2344
Benjamin A WeinbergGeorgetown Lombardi Comprehensive Cancer Center, Washington, DC, United States.ORCID 0000-0002-0408-4817
Arnold L PotoskyGeorgetown Lombardi Comprehensive Cancer Center, Washington, DC, United States.ORCID 0000-0001-8087-6667
Marc D SchwartzGeorgetown Lombardi Comprehensive Cancer Center, Washington, DC, United States.ORCID 0000-0002-2735-5413
Claire C ConleyGeorgetown Lombardi Comprehensive Cancer Center, Washington, DC, United States.ORCID 0000-0001-7695-2428
Heather M Derry-VickHackensack Meridian School of Medicine, Nutley, NJ, United States.ORCID 0000-0003-0753-0859

Funding

Tissue Culture Shared ResourceP30CA051008 · NCI · GEORGETOWN UNIVERSITY · PI MARCUS S NOEL · 1990 to 2026
$71.5M
The FYI on MRI: A Multilevel Decision Support Intervention for Screening Breast MRIK08CA270402 · NCI · GEORGETOWN UNIVERSITY · PI Claire C Conley · 2023 to 2026
$777k
NCI NIH HHS K08 CA270402NCI NIH HHS P30 CA051008
6 · The paper itself

Abstract

Background: Cutting-edge oncology care often depends on patients' ability to use rapidly evolving health technology. Digital health literacy (DHL; the capacity to understand health-related information with electronic media) is an emerging, yet underexplored social determinant of health in patients with cancer. Objective: We aimed to characterize sociodemographic and clinical factors associated with DHL in patients with cancer and explore whether a single-item screener could be derived from a widely-used DHL questionnaire to detect low DHL. Methods: Patients (N=105) who received systemic treatment in the past year for colorectal carcinoma (CRC) or non-Hodgkin lymphoma (NHL) were recruited through collaborating clinics. Participants self-reported DHL using the eHealth Literacy Scale (eHEALS). They also reported general health literacy and sociodemographic and clinical characteristics. Correlations and group comparisons (independent sample t tests and χ2 tests, as appropriate) were used to evaluate links between DHL and sociodemographic and clinical characteristics. Receiver operating characteristic (ROC) curve analysis was used to determine whether a single eHEALS item could effectively screen for low DHL (eHEALS score ≤20). Results: Patients with a lower education level (Spearman ρ=0.29; P=.004) and lower general health literacy (r=0.25; P=.009) had lower DHL. Patients with NHL reported lower DHL than those with CRC (t103=2.72; P=.008). Additionally, the subset of patients who reported participation in a clinical trial (n=10) exhibited lower DHL than nonparticipants (t100=3.08; P=.003). Other sociodemographic and clinical characteristics were not significantly associated with DHL (all P>.21). The ROC curve analysis showed that eHEALS item 4 ("I know where to find helpful health resources on the Internet") was a strong predictor of high versus low DHL (area under the curve=0.975, 95% CI 0.949-1.00; P<.001). Conclusions: In this convenience sample, DHL varied based on cancer type, education level, general health literacy, and clinical trial participation. Furthermore, we found that a single item from the eHEALS has strong potential for identifying those with low DHL. These findings may inform which patients have higher need for or may benefit from DHL interventions and suggest avenues for detecting low DHL in oncology clinics.

Indexed as

Colorectal NeoplasmsHealth LiteracyLymphoma, Non-HodgkinAdultAgedCross-Sectional StudiesFemaleHumansMaleMiddle AgedSurveys and QuestionnairesTelemedicinecolorectal carcinomadigital health literacyeHealthnon-Hodgkin lymphomascreenerscreening

Identifiers

PMID41237283
PMCPMC12617828

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.