Evidence map›Paper›PMID 40979700›Full record

ArticleDigital health

Toward successful eHealth adoption in long-term care: Insights from a national survey of healthcare professionals.

Esmee Adam, Noud Frielink, Monique Caljouw, Sascha Bolt, Petri Embregts, Sytse Zuidema, Wilco P Achterberg, Hanneke Ja Smaling

Abstract read
In one paragraph

Article in Digital health. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

8 authors.

Esmee AdamDepartment of Public Health and Primary Care, Leiden University Medical Center, Leiden, the Netherlands.ORCID https://orcid.org/0000-0001-6489-8954
Noud FrielinkTranzo, Tilburg School of Social and Behavioral Sciences, Tilburg University, Tilburg, the Netherlands.ORCID https://orcid.org/0000-0001-8489-8409
Monique CaljouwDepartment of Public Health and Primary Care, Leiden University Medical Center, Leiden, the Netherlands.
Sascha BoltTranzo, Tilburg School of Social and Behavioral Sciences, Tilburg University, Tilburg, the Netherlands.
Petri EmbregtsTranzo, Tilburg School of Social and Behavioral Sciences, Tilburg University, Tilburg, the Netherlands.ORCID https://orcid.org/0000-0003-3567-1528
Sytse ZuidemaDepartment of Primary and Long-term Care, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands.
Wilco P AchterbergDepartment of Public Health and Primary Care, Leiden University Medical Center, Leiden, the Netherlands.ORCID https://orcid.org/0000-0001-9227-7135
Hanneke Ja SmalingDepartment of Public Health and Primary Care, Leiden University Medical Center, Leiden, the Netherlands.ORCID https://orcid.org/0000-0002-7836-431X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: The use of eHealth holds promise for addressing current and upcoming challenges in long-term care (LTC), but implementation is not always successful. To optimize eHealth deployment in LTC, we aim to identify: (1) which eHealth applications are currently (not) used by healthcare professionals (HCPs) in LTC and their respective resident groups; (2) the perceived value of these eHealth applications in LTC; and (3) the drivers behind HCPs willingness and motivation to adopt eHealth technologies in their practice. Methods: In total, 273 HCPs from LTC in The Netherlands completed an online survey. Items from the Autonomy and Competence in Technology Adoption Questionnaire were used to calculate motivation scores. Results: The majority of HCPs believed that eHealth is or could be of added value in LTC. Applications such as websites, video calling, and electronic patient records were highly valued, whereas robotics and virtual reality were most frequently left unused due to a lack of knowledge on how to use these products. An average relative autonomy index score of 4.3 indicated autonomous motivation of HCPs to use eHealth, as opposed to being externally pressured. Conclusion: HCPs in LTC are positive and motivated to use eHealth. However, several eHealth applications remain underutilized due to barriers such as limited knowledge or poor information and communication technology infrastructure. To optimize eHealth adoption, LTC organizations must address these challenges while continuing to support and educate HCPs. By doing so, the right eHealth products can be optimally used in LTC, which may contribute to sustainable LTC.

Indexed as

dementiaeHealthhealthcare professionalsintellectual disabilitieslong-term care

Identifiers

PMID40979700
PMCPMC12444061

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.