Evidence map›Paper›PMID 35980733›Full record

ArticleJMIR human factors2022

Apprentices' Attitudes Toward Using a Mental Health Mobile App to Support Healthy Coping: Mixed Methods Study.

Isabella Choi, Katherine Petrie, Rochelle Einboden, Daniel Collins, Rose Ryan, David Johnston, Samuel B Harvey, Nicholas Glozier, Alexis Wray, Mark Deady

Open access · goldAbstract read
In one paragraph

Article in JMIR human factors, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
0.3field-weighted citation impact, top 42% 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

2 citing papers in PubMed, 2 citations in OpenAlex.

  1. Article
  2. The Development of the CAIRDE General Awareness Training.International journal of environmental research and public health · 2025
    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

10 authors at 3 institutions in 2 countries.

Isabella ChoiCentral Clinical School, Faculty of Medicine and Health, University of Sydney, Sydney, Australia.ORCID https://orcid.org/0000-0001-6033-1563
Katherine PetrieBlack Dog Institute, Faculty of Medicine, University of New South Wales, Sydney, Australia.ORCID https://orcid.org/0000-0002-6285-8518
Rochelle EinbodenSusan Wakil School of Nursing and Midwifery, Faculty of Medicine and Health, University of Sydney, Sydney, Australia.ORCID https://orcid.org/0000-0002-9541-899X
Daniel CollinsBlack Dog Institute, Faculty of Medicine, University of New South Wales, Sydney, Australia.ORCID https://orcid.org/0000-0003-2195-9037
Rose RyanCentral Clinical School, Faculty of Medicine and Health, University of Sydney, Sydney, Australia.ORCID https://orcid.org/0000-0001-7509-6922
David JohnstonBlack Dog Institute, Faculty of Medicine, University of New South Wales, Sydney, Australia.ORCID https://orcid.org/0000-0001-6237-5527
Samuel B HarveyBlack Dog Institute, Faculty of Medicine, University of New South Wales, Sydney, Australia.ORCID https://orcid.org/0000-0001-9580-3743
Nicholas GlozierCentral Clinical School, Faculty of Medicine and Health, University of Sydney, Sydney, Australia.ORCID https://orcid.org/0000-0002-0476-9146
Alexis WrayWorkSafe ACT, Canberra, Australia.ORCID https://orcid.org/0000-0003-3307-6514
Mark DeadyBlack Dog Institute, Faculty of Medicine, University of New South Wales, Sydney, Australia.ORCID https://orcid.org/0000-0002-5230-2401
Black Dog Institute · AUThe University of Sydney · AUSafe Work Australia · AU

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundApprenticeships are a common pathway for young people transitioning into the workforce. Apprentices often face many employment-related challenges and have high levels of psychological distress, drug and alcohol use, and suicidal ideation. Little is known about the attitudes of apprentices toward using smartphone apps to support their mental health and the content that would engage them.

objectiveThis study explored (1) apprentices' interest in using an app to support their mental health and (2) the healthy coping strategies used to manage their mental well-being in the face of workplace challenges, in order to inform future app content.

methodsA mixed methods study was conducted with 54 apprentices (50/54 male, 93%) with a mean age of 22.7 (SD 5.7) years. Participants completed a survey on preferred ways of using an app to support mental health. Across 8 focus groups, participants were asked to describe healthy strategies they used to cope with occupational stressors.

resultsOnly 11% (6/54) of participants currently used a well-being app, but there was high interest in using an app to support their friends (47/54 participants, 87%) and develop self-help strategies to manage or prevent mental health issues (42/54 participants, 78%). Four major types of coping behaviors were identified: (1) social connection for disclosure, advice, and socializing; (2) pleasurable activities, such as engaging in hobbies, time-outs, and developing work-life separation; (3) cognitive approaches, including defusing from thoughts and cognitive reframing; and (4) self-care approaches, including exercise, a healthy diet, and getting adequate sleep.

conclusionsThere is interest among apprentices to use an app with a positive well-being focus that helps them to develop self-management skills and support their friends. Apprentices utilized a range of healthy behaviors to cope with workplace stressors that can be incorporated into mental health apps to improve uptake and engagement. However, many of the preferred coping strategies identified are not those focused on by currently available apps, indicating the need for more targeted digital interventions for this group.

Indexed as

appapprenticecoping behaviourcoping strategiesfocus groupmental healthwellbeing

Identifiers

PMID35980733
PMCPMC9437784
OpenAlexW4292202577

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.