Evidence map›Paper›PMID 39933534›Full record

ArticleHealth literacy research and practice2025

Ability to Utilize Digital Health Services: Validation of the Digital HealthCare Scale in Adolescents and Young Adults.

Christopher Le, Hanne Søberg Finbråten, Robert Griebler, Diane Levin-Zamir, Øystein Guttersrud

Abstract read
In one paragraph

Article in Health literacy research and practice, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers, 1 of them a synthesis that pooled it.

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

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

  1. Pooled it
  2. Observational
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

5 authors.

Christopher Le
Hanne Søberg Finbråten
Robert Griebler
Diane Levin-Zamir
Øystein Guttersrud

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundWhile adolescents and young adults are increasingly expected to take more responsibility for their health and wellbeing, continuing digital transformation and increased implementation of digital health services (DHS) demand skills to utilize digital solutions offered to successfully undertake self-care and self-management. However, research is lacking regarding measurement of adolescents' and young adults' "ability to utilize DHS" (or "DHC").

objectiveThis study aims to measure young people's DHC by (1) validating the Digital HealthCare Scale (DHC scale) in adolescents and in young adults and (2) exploring the extent to which DHC and digital health literacy (DHL) are associated with the number of general practitioner, emergency, or specialist visits.

methodsA cross-sectional survey was conducted among 890 Norwegian adolescents and young adults age 16 to 25 years. Data were collected from April 2020 to October 2020 using computer-assisted telephone interviewing. Rasch modeling, independent samples KEY

resultsThe DHC scale is considered valid for measuring DHC in adolescents and young adults, showing sufficient unidimensionality, good overall data-model fit, and no disordered response categories nor differential item functioning. Results showed that female participants and adolescents age 16 to 20 years self-reported significantly lower DHL and DHC than male participants and young adults age 21 to 25 years. Regression analyses displayed a statistically significant association between adolescents' and young adults' DHL (

conclusionsAligned with previous research calling for new up-to-date instruments to measure the new aspects of DHL, our study has introduced a new measurement scale (DHC scale) for use among adolescents and young adults. This scale may be useful for health authorities, public health workers, and health providers in evaluating and adapting DHC. [

Indexed as

Health LiteracyPatient Acceptance of Health CarePsychometricsTelemedicineAdolescentAdultCross-Sectional StudiesFemaleHumansMaleNorwayReproducibility of ResultsSurveys and QuestionnairesYoung Adult

Identifiers

PMID39933534
PMCPMC11882102

What OpenQuestion holds

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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.