Evidence map›Paper›PMID 31750839›Full record

ArticleJMIR formative research2019

The Role of Age, Education, and Digital Health Literacy in the Usability of Internet-Based Cognitive Behavioral Therapy for Chronic Pain: Mixed Methods Study.

Rosalie van der Vaart, Dorine van Driel, Kristel Pronk, Suzan Paulussen, Selma Te Boekhorst, Judith G M Rosmalen, Andrea W M Evers

Abstract read
In one paragraph

Article in JMIR formative research, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
23citing 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

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

  1. Pooled it
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  6. Understanding Multi-Level Factors Impacting Digital Health Literacy in the Deep South of the United States.International journal of environmental research and public health · 2024
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  15. Digital Health Literacy: Bibliometric Analysis.Journal of medical Internet research · 2022
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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

7 authors.

Rosalie van der VaartLeiden University, Faculty of Social and Behavioural Sciences, Health, Medical and Neuropsychology Unit, Leiden, Netherlands.ORCID https://orcid.org/0000-0002-8787-4186
Dorine van DrielSeniorBeter, Practice of Old Age Psychiatry, Gendt, Netherlands.ORCID https://orcid.org/0000-0002-3350-4470
Kristel PronkLeiden University, Faculty of Social and Behavioural Sciences, Health, Medical and Neuropsychology Unit, Leiden, Netherlands.ORCID https://orcid.org/0000-0001-9956-5738
Suzan PaulussenLeiden University, Faculty of Social and Behavioural Sciences, Health, Medical and Neuropsychology Unit, Leiden, Netherlands.ORCID https://orcid.org/0000-0002-5156-9884
Selma Te BoekhorstDimence, Almelo, Netherlands.ORCID https://orcid.org/0000-0002-2062-1379
Judith G M RosmalenUniversity of Groningen, University Medical Center Groningen, Department of Psychiatry, Groningen, Netherlands.ORCID https://orcid.org/0000-0002-6393-0032
Andrea W M EversLeiden University, Faculty of Social and Behavioural Sciences, Health, Medical and Neuropsychology Unit, Leiden, Netherlands.ORCID https://orcid.org/0000-0002-0090-5091

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundInternet-based cognitive behavior therapy (iCBT) can be effective in mental and somatic health care. Research on the feasibility of internet interventions in clinical practice is, however, still scarce. Studies with a focus on the patient regarding usability of interventions and digital health literacy skills are especially lacking.

objectiveThe goal of this study was to assess the usability of an iCBT for chronic pain, Master Your Pain, and the relationship between its usability outcomes and the factors age, educational level, and digital health literacy skills. The aims were to determine what changes were needed in the program for sufficient usability and which individual characteristics were related to the usability of the program.

methodsPatients were recruited from two mental health care practices. A mixed methods approach was used in this study. A qualitative observational study comprising performance tasks in the iCBT program was used to test usability. A quantitative questionnaire was used to measure possible related constructs. Usability was operationalized as the number of tasks that could be completed and the type and number of problems that occurred while doing so. Performance tasks were set up to measure 6 digital skills: (1) operating the computer and internet browser, (2) navigation and orientation, (3) using search strategies, (4) evaluating relevance of content, (5) adding personal content, and (6) protecting and respecting privacy. Participants were asked to think aloud while performing the tasks, and screen activities and webcam recordings were captured. The qualitative observational data was coded using inductive analysis by two independent researchers. Correlational analyses were performed to test how usability relates to sociodemographics and digital health literacy.

resultsA total of 32 patients participated, with a mean age of 49.9 years and 84% (27/32) being female. All performance tasks except one (fill in a diary registration) could be completed independently by more than 50% of the participants. On operational, navigation, and search levels, participants struggled most with logging in, logging out, and finding specific parts of the intervention. Half of the sample experienced problems evaluating the relevance and adding content to the program to some extent. Usability correlated moderately negatively with age and moderately positively with digital health literacy skills but not with educational level.

conclusionsThe results provide insight into what is essential for proper usability regarding the design of an iCBT program considering variations in age, educational level, and digital health literacy. Furthermore, the results provide insight into what type of support is needed by patients to properly use the intervention. Tailoring support among the needs of certain age groups or skill levels could be beneficial and could range from no extra support (only online feedback, as intended) to practical support (an additional usability introduction session) to blended care (combined face-to-face sessions throughout the therapy).

Indexed as

chronic paindigital health literacy skillseHealth literacyinternet-based cognitive behavior therapyusability

Identifiers

PMID31750839
PMCPMC6914283

What OpenQuestion holds

Textmetadata
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.