Evidence map›Paper›PMID 35731567›Full record

ArticleJMIR formative research2022

Digital Health Apps in the Context of Dementia: Questionnaire Study to Assess the Likelihood of Use Among Physicians.

Markus Schinle, Christina Erler, Mayumi Kaliciak, Christopher Milde, Simon Stock, Marius Gerdes, Wilhelm Stork

Open access · goldAbstract read
In one paragraph

Article in JMIR formative research, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
1.1field-weighted citation impact, top 21% of its field
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

3 citing papers in PubMed, 4 citations in OpenAlex.

  1. Article
  2. Review
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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 at 3 institutions in 1 country.

Markus SchinleMedical Information Technology, Embedded Systems and Sensors Engineering, FZI Research Center for Information Technology, Karlsruhe, Germany.ORCID https://orcid.org/0000-0002-3132-0280
Christina ErlerMedical Information Technology, Embedded Systems and Sensors Engineering, FZI Research Center for Information Technology, Karlsruhe, Germany.ORCID https://orcid.org/0000-0002-1273-5587
Mayumi KaliciakBiological Psychology, Department of Psychology, University of Koblenz and Landau, Landau, Germany.ORCID https://orcid.org/0000-0001-6333-2019
Christopher MildeBiological Psychology, Department of Psychology, University of Koblenz and Landau, Landau, Germany.ORCID https://orcid.org/0000-0001-9814-291X
Simon StockInstitut fuer Technik der Informationsverarbeitung, Department of Electrical Engineering & Information Technology, KIT Karlsruhe Institute of Technology, Karlsruhe, Germany.ORCID https://orcid.org/0000-0001-8326-9758
Marius GerdesInstitut fuer Technik der Informationsverarbeitung, Department of Electrical Engineering & Information Technology, KIT Karlsruhe Institute of Technology, Karlsruhe, Germany.ORCID https://orcid.org/0000-0002-6555-0199
Wilhelm StorkInstitut fuer Technik der Informationsverarbeitung, Department of Electrical Engineering & Information Technology, KIT Karlsruhe Institute of Technology, Karlsruhe, Germany.ORCID https://orcid.org/0000-0003-0579-4615
Karlsruhe Institute of Technology · DEFZI Research Center for Information Technology · DEUniversity of Koblenz and Landau · DE

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundAge-related diseases such as dementia are playing an increasingly important role in global population development. Thus, prevention, diagnostics, and interventions require more accessibility, which can be realized through digital health apps. With the app on prescription, Germany made history by being the first country worldwide to offer physicians the possibility to prescribe and reimburse digital health apps as of the end of the year 2020.

objectiveConsidering the lack of knowledge about correlations with the likelihood of use among physicians, this study aimed to address the question of what makes the use of a digital health app by physicians more likely.

methodsWe developed and validated a novel measurement tool-the Digital Health Compliance Questionnaire (DHCQ)-in an interdisciplinary collaboration of experts to assess the role of proposed factors in the likelihood of using a health app. Therefore, a web-based survey was conducted to evaluate the likelihood of using a digital app called DemPredict to screen for Alzheimer dementia. Within this survey, 5 latent dimensions (acceptance, attitude toward technology, technology experience, payment for time of use, and effort of collection), the dependent variable likelihood of use, and answers to exploratory questions were recorded and tested within directed correlations. Following a non-probability-sampling strategy, the study was completed by 331 physicians from Germany in the German language, of whom 301 (90.9%) fulfilled the study criteria (eg, being in regular contact with patients with dementia). These data were analyzed using a range of statistical methods to validate the dimensions of the DHCQ.

resultsThe DHCQ revealed good test theoretical measures-it showed excellent fit indexes (Tucker-Lewis index=0.98; comparative fit index=0.982; standardized root mean square residual=0.073; root mean square error of approximation=0.037), good internal consistency (Cronbach α=.83), and signs of moderate to large correlations between the DHCQ dimensions and the dependent variable. The correlations between the variables acceptance, attitude toward technology, technology experience, and payment for the time of use and the dependent variable likelihood of use ranged from 0.29 to 0.79, and the correlation between effort of the collection and likelihood of use was -0.80. In addition, we found high levels of skepticism regarding data protection, and the age of the participants was found to be negatively related to their technical experience and attitude toward technology.

conclusionsIn the context of the results, increased communication between the medical and technology sectors and significantly more awareness raising are recommended to make the use of digital health apps more attractive to physicians as they can be adjusted to their everyday needs. Further research could explore the connection between areas such as adherence on the patient side and its impact on the likelihood of use by physicians.

Indexed as

adherencedementiadigital health applicationseHealthlikelihood of usemobile phonephysicianquestionnairescreeningtreatmentusability

Identifiers

PMID35731567
PMCPMC9260525
OpenAlexW4225873290

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.