Evidence map›Paper›PMID 42955071›Full record

ArticleJournal of medical Internet research2026

Digital Health Applications for Mental Disorders in Germany Among Users and Nonusers on Actual and Intended Use, Self-Reported Completion, and Reasons for Discontinuation: Cross-Sectional Survey.

Klemens Höfer, Jürgen Wasem, Anna Bußmann, Carsten Volland, Pascal Raszke, Sarah Schlierenkamp, Luisa Friedrich, Josepha Katzmann, Udo Schneider, Anja Wadeck and 2 more

Abstract read
In one paragraph

Article in Journal of medical Internet research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

12 authors.

Klemens HöferInstitute for Health Care Management and Research, University of Duisburg-Essen, Essen, North Rhine-Westphalia, Germany.ORCID https://orcid.org/0009-0009-5028-9184
Jürgen WasemInstitute for Health Care Management and Research, University of Duisburg-Essen, Essen, North Rhine-Westphalia, Germany.ORCID https://orcid.org/0000-0001-9653-168X
Anna BußmannEssener Forschungsinstitut für Medizinmanagement GmbH, Essen, North Rhine-Westphalia, Germany.ORCID https://orcid.org/0000-0002-9827-9083
Carsten VollandEssener Forschungsinstitut für Medizinmanagement GmbH, Essen, North Rhine-Westphalia, Germany.ORCID https://orcid.org/0009-0009-3016-6347
Pascal RaszkeEssener Forschungsinstitut für Medizinmanagement GmbH, Essen, North Rhine-Westphalia, Germany.ORCID https://orcid.org/0009-0008-6538-0733
Sarah SchlierenkampEssener Forschungsinstitut für Medizinmanagement GmbH, Essen, North Rhine-Westphalia, Germany.ORCID https://orcid.org/0009-0008-9297-9020
Luisa FriedrichEssener Forschungsinstitut für Medizinmanagement GmbH, Essen, North Rhine-Westphalia, Germany.ORCID https://orcid.org/0009-0007-2537-2432
Josepha KatzmannDeutsche PsychotherapeutenVereinigung, Berlin, Germany.ORCID https://orcid.org/0000-0002-8328-092X
Udo SchneiderTechniker Krankenkasse (Germany), Hamburg, Hamburg, Germany.ORCID https://orcid.org/0000-0001-7079-4721
Anja WadeckTechniker Krankenkasse (Germany), Hamburg, Hamburg, Germany.ORCID https://orcid.org/0009-0002-8204-2038
Sophia ZanderTechniker Krankenkasse (Germany), Hamburg, Hamburg, Germany.ORCID https://orcid.org/0009-0006-2486-4630
Carina AbelsInstitute for Health Care Management and Research, University of Duisburg-Essen, Essen, North Rhine-Westphalia, Germany.ORCID https://orcid.org/0000-0003-2138-2944

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundDigital health interventions, including mobile health apps, increasingly complement outpatient mental health care. In Germany, certified digital health applications (DiGA [Digitale Gesundheitsanwendungen]) can be prescribed and reimbursed in the statutory health care system. However, real-world evidence on patient-reported use of DiGA for mental disorders remains limited.

objectiveThis study aimed to analyze usage patterns and experiences among DiGA users and expectations among nonusers. Among users, we examined duration of active use, self-reported completion, and experienced reasons for discontinuation; among nonusers, whether DiGA use would be an option and the perceived relevance of hypothetical reasons for discontinuation.

methodsWe conducted an anonymous cross-sectional mixed-mode survey among adults insured by Techniker Krankenkasse, Germany's largest statutory insurer. Random samples of 2000 individuals per group were invited in April 2024, and data collection ended in September 2024. Users received an activation code for a DiGA authorized for mental disorders. Nonusers had a documented diagnosis for which a DiGA was available but had no prior use. Analyses were descriptive, using available cases, frequencies, and medians with IQRs for ordinal Likert-type items. Actual and intended use were treated as distinct. Exploratory subgroup analyses were conducted.

resultsOverall, 1413 participants were included in the analysis (769 of 2000 invited users; 644 of 2000 invited nonusers), with response rates of 38.5% (95% CI 36.3%-40.6%) and 32.2% (95% CI 30.2%-34.3%), respectively. A total of 840 of 1249 (67.3%; 95% CI 64.6%-69.8%) participants were female. Nonusers were older and more often lived in rural areas. Among users, 487 of 687 (70.9%; 95% CI 67.4%-74.2%) reported active use for at least 5 weeks; 409 of 700 (58.4%; 95% CI 54.7%-62.0%) reported completion of their DiGA program. The proportion of reported completions increased from 111 of 250 (44.4%; 95% CI 38.4%-50.6%) among those aged 18-40 years to 85 of 112 (75.9%; 95% CI 67.2%-82.9%) among those aged 61 years and older. The most frequently endorsed reasons for discontinuation among users reporting noncompletion were lack of motivation (151/272, 55.5%; 95% CI 49.6%-61.3%) and insufficient personalization (114/255, 44.7%; 95% CI 38.7%-50.8%). Among nonusers, the most frequently endorsed hypothetical reasons for discontinuation were mismatch with their condition (431/540, 79.8%; 95% CI 76.2%-83.0%) and technical difficulties (432/545, 79.3%; 95% CI 75.7%-82.5%).

conclusionsThis study provides patient-reported real-world evidence on certified and reimbursable digital mental health interventions. Many users reported weeks of active use, but noncompletion remained common and was more frequent among younger users. Lack of motivation as a frequently reported reason for discontinuation suggests that supporting continued engagement may be important during DiGA use. Beyond Germany, these findings may support implementation of digital mental health interventions in other health care systems. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): RR2-10.2196/56205.

Indexed as

Mental DisordersMobile ApplicationsTelemedicineAdolescentAdultAgedCross-Sectional StudiesDigital HealthFemaleGermanyHumansMaleMiddle AgedSelf ReportSurveys and QuestionnairesYoung AdultacceptancebarriersDiGAdigital health applicationsdigital therapeuticsdiscontinuationmental healthmHealth appsreal-world usesurvey

Identifiers

PMID42955071
PMCPMC13760326

What OpenQuestion holds

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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.