Evidence map›Paper›PMID 37642999›Full record

ReviewJMIR mHealth and uHealth2023

Stress Management Apps: Systematic Search and Multidimensional Assessment of Quality and Characteristics.

Sarah Paganini, Evelyn Meier, Yannik Terhorst, Ramona Wurst, Vivien Hohberg, Dana Schultchen, Jana Strahler, Max Wursthorn, Harald Baumeister, Eva-Maria Messner

Open access · goldAbstract readReview
In one paragraph

Review in JMIR mHealth and uHealth, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
11citing papers in PubMed, 2 pooled it
5.3field-weighted citation impact, top 3% 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

11 citing papers in PubMed, 2 syntheses or guidelines pooled it, 27 citations in OpenAlex.

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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

10 authors at 4 institutions in 2 countries.

Sarah PaganiniDepartment of Sport Psychology, Institute of Sports and Sport Science, University of Freiburg, Freiburg, Germany.ORCID 0000-0003-4593-6278
Evelyn MeierUniversity of Education Freiburg, Freiburg, Germany.ORCID 0009-0009-7537-6639
Yannik TerhorstClinical Psychology and Psychotherapy, Ulm University, Ulm, Germany.ORCID 0000-0003-4091-5048
Ramona WurstDepartment of Sport Psychology, Institute of Sports and Sport Science, University of Freiburg, Freiburg, Germany.ORCID 0000-0001-6011-7268
Vivien HohbergDepartment of Sport, Exercise and Health, Faculty of Medicine, University of Basel, Basel, Switzerland.ORCID 0000-0003-0652-8714
Dana SchultchenClinical and Health Psychology, Ulm University, Ulm, Germany.ORCID 0000-0001-5623-535X
Jana StrahlerDepartment of Sport Psychology, Institute of Sports and Sport Science, University of Freiburg, Freiburg, Germany.ORCID 0000-0002-0077-508X
Max WursthornDepartment of Public and Nonprofit Management, University of Freiburg, Freiburg, Germany.ORCID 0000-0003-0242-3376
Harald BaumeisterClinical Psychology and Psychotherapy, Ulm University, Ulm, Germany.ORCID 0000-0002-2040-661X
Eva-Maria MessnerClinical Psychology and Psychotherapy, Ulm University, Ulm, Germany.ORCID 0000-0001-6100-8354
Universität Ulm · DEUniversity of Freiburg · DEUniversity of Basel · CHUniversity of Education Freiburg · DE

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundChronic stress poses risks for physical and mental well-being. Stress management interventions have been shown to be effective, and stress management apps (SMAs) might help to transfer strategies into everyday life.

objectiveThis review aims to provide a comprehensive overview of the quality and characteristics of SMAs to give potential users or health professionals a guideline when searching for SMAs in common app stores.

methodsSMAs were identified with a systematic search in the European Google Play Store and Apple App Store. SMAs were screened and checked according to the inclusion criteria. General characteristics and quality were assessed by 2 independent raters using the German Mobile Application Rating Scale (MARS-G). The MARS-G assesses quality (range 1 to 5) on the following four dimensions: (1) engagement, (2) functionality, (3) esthetics, and (4) information. In addition, the theory-based stress management strategies, evidence base, long-term availability, and common characteristics of the 5 top-rated SMAs were assessed and derived.

resultsOf 2044 identified apps, 121 SMAs were included. Frequently implemented strategies (also in the 5 top-rated SMAs) were psychoeducation, breathing, and mindfulness, as well as the use of monitoring and reminder functions. Of the 121 SMAs, 111 (91.7%) provided a privacy policy, but only 44 (36.4%) required an active confirmation of informed consent. Data sharing with third parties was disclosed in only 14.0% (17/121) of the SMAs. The average quality of the included apps was above the cutoff score of 3.5 (mean 3.59, SD 0.50). The MARS-G dimensions yielded values above this cutoff score (functionality: mean 4.14, SD 0.47; esthetics: mean 3.76, SD 0.73) and below this score (information: mean 3.42, SD 0.46; engagement: mean 3.05, SD 0.78). Most theory-based stress management strategies were regenerative stress management strategies. The evidence base for 9.1% (11/121) of the SMAs could be identified, indicating significant group differences in several variables (eg, stress or depressive symptoms) in favor of SMAs. Moreover, 38.0% (46/121) of the SMAs were no longer available after a 2-year period.

conclusionsThe moderate information quality, scarce evidence base, constraints in data privacy and security features, and high volatility of SMAs pose challenges for users, health professionals, and researchers. However, owing to the scalability of SMAs and the few but promising results regarding their effectiveness, they have a high potential to reach and help a broad audience. For a holistic stress management approach, SMAs could benefit from a broader repertoire of strategies, such as more instrumental and mental stress management strategies. The common characteristics of SMAs with top-rated quality can be used as guidance for potential users and health professionals, but owing to the high volatility of SMAs, enhanced evaluation frameworks are needed.

Indexed as

MindfulnessMobile ApplicationsCounselingHealth PersonnelHumansMental Healthavailabilityevidence basemHealthmobile appmobile healthquality assessmentreviewstress management

Identifiers

PMID37642999
PMCPMC10498318
OpenAlexW4386255227

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.