Evidence map›Paper›PMID 17213046›Full record

ArticleJournal of medical Internet research2006

eHEALS: The eHealth Literacy Scale.

Cameron D Norman, Harvey A Skinner

13 registry-linked trialsAbstract readEvaluation Study
In one paragraph

Article in Journal of medical Internet research, 2006. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 13 registered trials, which are not on this map. Cited by 1,305 papers, 5 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
1,305citing papers in PubMed, 5 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.

NCT02601794 nacompletednot on this mapstarted 2015, after this paper: background citation

Delivering an Intervention to Accompany Supportive Care

TypeinterventionalSponsorThe University of Texas Health Science Center at San AntonioRan2015 to 2016Enrolled112ConditionsBreast CancerArmsApp-based Mindfulness Training
NCT03354000 nacompletednot on this mapstarted 2015, after this paper: background citation

Engaging Diverse Patients in Using an Online Patient Portal

TypeinterventionalSponsorUniversity of California, San FranciscoRan2015 to 2018Enrolled93ConditionsElectronic Health Records, Chronic Disease, Health LiteracyArmsTake-home online training, In-person online training
NCT03708835 nacompletednot on this mapstarted 2018, after this paper: background citation

The Effect of Transitional Care Model-Based Interventions for Stroke Patients and Their Caregivers on Increasing Caregivers' Competence and on Patient Outcomes: A Randomized Controlled Trial

TypeinterventionalSponsorThe Scientific and Technological Research Council of TurkeyRan2018 to 2018Enrolled126ConditionsStrokeArmsTransitional care model
NCT04150120 nacompletednot on this mapstarted 2019, after this paper: background citation

eHealth as an Aid for Facilitating and Supporting Self-management in Families With Long-term Childhood Illness - Development, Evaluation and Implementation in Clinical Practice

TypeinterventionalSponsorLund UniversityRan2019 to 2025Enrolled720ConditionsPreterm Birth, Pediatric Cancer, Hirschsprung Disease, Congenital MalformationArmse-health device with application, Mobile phone text messaging, early detection of cerebral palsy using a mobile phone application, Self-care for children with intravenous treatment at home
NCT04779086 unknown statusnot on this mapstarted 2021, after this paper: background citation

Investigation of E-health Literacy Levels of Physiotherapy and Rehabilitation Department Students

TypeobservationalSponsorAnkara Yildirim Beyazıt UniversityRan2021 to 2021Enrolled220ConditionsHealth Behavior, Health Attitude, Health Knowledge
NCT04960917 naunknown statusnot on this mapstarted 2021, after this paper: background citation

Development and Implementation of eHealth Literacy Workshops in the Community

TypeinterventionalSponsorHadassah Medical OrganizationRan2021 to 2025Enrolled200ConditionsHealth LiteracyArmsEvaluation of ehealth literacy workshop
NCT05214937 narecruitingnot on this mapstarted 2022, after this paper: background citation

A Distance-based, Randomized Controlled Trial for Reducing Sedentary Behaviour Among Prostate Cancer Survivors

TypeinterventionalSponsorUniversity of TorontoRan2022 to 2026Enrolled120ConditionsSedentary Behavior, Cancer of ProstateArmsIntervention, FitBit Only
NCT05568381 nacompletednot on this mapstarted 2023, after this paper: background citation

Sleep Disturbance in MCI: A Pilot Study of a Cognitive Behavioural Therapy Digital Intervention (SUCCEED)

TypeinterventionalSponsorUniversity of SydneyRan2023 to 2023Enrolled40ConditionsCognitive Dysfunction, Insomnia, Mild Cognitive Impairment, Cognitive DisorderArmsdigital CBT-I, Online Sleep Health Education package
NCT05846087 nacompletednot on this mapstarted 2023, after this paper: background citation

Mobile App-delivered Sleep Therapy (SleepFix) for Individuals With Chronic Low Back Pain and Insomnia: a Randomized Controlled Trial With Internal Pilot Study

TypeinterventionalSponsorWoolcock Institute of Medical ResearchRan2023 to 2025Enrolled106ConditionsChronic Low-back Pain, InsomniaArmssleep retraining therapy, sleep health education modules
NCT06374576 nacompletednot on this mapstarted 2024, after this paper: background citation

Improving eHealth Literacy of Older Adults in Hong Kong: A Randomized Controlled Trial Study

TypeinterventionalSponsorThe University of Hong KongRan2024 to 2024Enrolled93ConditionseHealth LiteracyArmsLecture on eHealth literacy, Digital intervention on eHealth literacy, Lecture on general health, Digital intervention on general health
NCT06552494 nacompletednot on this mapstarted 2020, after this paper: background citation

Developing and Testing an Integrated mHealth Learning Program for Gynecological Cancer

TypeinterventionalSponsorChang Gung Memorial HospitalRan2020 to 2024Enrolled67ConditionsMobile HealthArmsL-mHealth program
NCT07377318 phase1completednot on this mapstarted 2025, after this paper: background citation

Methods to Enhance Caregivers' Knowledge of Alzheimer's Disease and Related Dementias (ADRD)

TypeinterventionalSponsorTexas Christian UniversityRan2025 to 2025Enrolled65ConditionsDementiaArmsStructured Retrieval Practice, Business as usual learning, Standard Retrieval Practice
NCT07631585 recruitingnot on this mapstarted 2026, after this paper: background citation

Longitudinal Pre-Post Patient AI Trust Dynamics in Orthopedic Outpatients: A Mixed-Methods Observational Study With Matched Physician-Patient Dyads

TypeobservationalSponsorUtku GürhanRan2026 to 2027Enrolled180ConditionsPatient Health Information Seeking Behavior, Trust, Health Literacy, Orthopedics
3 · Its place in the literature

Who cites it

1,305 citing papers in PubMed, 5 syntheses or guidelines pooled it.

  1. Pooled it
  2. Pooled it
  3. Pooled it
  4. Pooled it
  5. Pooled it
  6. Trial
  7. Trial
  8. Trial
  9. Trial
  10. Trial
  11. Trial
  12. Trial
  13. Trial
  14. Article
  15. Article
  16. Article
  17. Article
  18. Article
  19. Article
  20. Article

1,245 more citing papers are in PubMed but not listed here.

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

2 authors.

Cameron D NormanDepartment of Public Health Sciences, University of Toronto, 155 College Street, Room 586, Toronto, ON M5T 3M7, Canada. cameron.norman@utoronto.ca
Harvey A Skinner

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundElectronic health resources are helpful only when people are able to use them, yet there remain few tools available to assess consumers' capacity for engaging in eHealth. Over 40% of US and Canadian adults have low basic literacy levels, suggesting that eHealth resources are likely to be inaccessible to large segments of the population. Using information technology for health requires eHealth literacy-the ability to read, use computers, search for information, understand health information, and put it into context. The eHealth Literacy Scale (eHEALS) was designed (1) to assess consumers' perceived skills at using information technology for health and (2) to aid in determining the fit between eHealth programs and consumers.

objectivesThe eHEALS is an 8-item measure of eHealth literacy developed to measure consumers' combined knowledge, comfort, and perceived skills at finding, evaluating, and applying electronic health information to health problems. The objective of the study was to psychometrically evaluate the properties of the eHEALS within a population context. A youth population was chosen as the focus for the initial development primarily because they have high levels of eHealth use and familiarity with information technology tools.

methodsData were collected at baseline, post-intervention, and 3- and 6-month follow-up using control group data as part of a single session, randomized intervention trial evaluating Web-based eHealth programs. Scale reliability was tested using item analysis for internal consistency (coefficient alpha) and test-retest reliability estimates. Principal components factor analysis was used to determine the theoretical fit of the measures with the data.

resultsA total of 664 participants (370 boys; 294 girls) aged 13 to 21 (mean = 14.95; SD = 1.24) completed the eHEALS at four time points over 6 months. Item analysis was performed on the 8-item scale at baseline, producing a tight fitting scale with alpha = .88. Item-scale correlations ranged from r = .51 to .76. Test-retest reliability showed modest stability over time from baseline to 6-month follow-up (r = .68 to .40). Principal components analysis produced a single factor solution (56% of variance). Factor loadings ranged from .60 to .84 among the 8 items.

conclusionsThe eHEALS reliably and consistently captures the eHealth literacy concept in repeated administrations, showing promise as tool for assessing consumer comfort and skill in using information technology for health. Within a clinical environment, the eHEALS has the potential to serve as a means of identifying those who may or may not benefit from referrals to an eHealth intervention or resource. Further research needs to examine the applicability of the eHEALS to other populations and settings while exploring the relationship between eHealth literacy and health care outcomes.

Indexed as

Computer LiteracyHealth Knowledge, Attitudes, PracticeAdolescentAdolescent Health ServicesAdultCanadaConsumer BehaviorFactor Analysis, StatisticalFemaleHealth EducationHealth PromotionHumansInformation DisseminationMalePilot ProjectsPsychometrics

Identifiers

PMID17213046
PMCPMC1794004

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

and 7 more above

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.