Evidence map›Paper›PMID 40604729›Full record

ArticleBMC public health2025

Assessment of a workplace training intervention targeting bullying and mental health for construction industry apprentices: a three-pillared approach.

Victoria Ross, Allison Waters, Rachmania Wardhani, Nicholas Thompson, Josh Waddington, Justin Geange, Kyra Hamilton

Abstract read
In one paragraph

Article in BMC public health, 2025. 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. Rationale for Accreditation Criteria for the MATES in Construction Workplace Suicide Prevention Program.New solutions : a journal of environmental and occupational health policy : NS · 2026
    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

7 authors.

Victoria RossSchool of Applied Psychology, Griffith University, Mount Gravatt, Brisbane, QLD, Australia. victoria.ross@griffith.edu.au.
Allison WatersSchool of Applied Psychology, Griffith University, Mount Gravatt, Brisbane, QLD, Australia.
Rachmania WardhaniSchool of Applied Psychology, Griffith University, Mount Gravatt, Brisbane, QLD, Australia.
Nicholas ThompsonMATES in Construction, Level 1/35 Astor Terrace, Spring Hill, Brisbane, QLD, Australia.
Josh WaddingtonMATES in Construction, Level 1/35 Astor Terrace, Spring Hill, Brisbane, QLD, Australia.
Justin GeangeMATES in Construction, Level 1/35 Astor Terrace, Spring Hill, Brisbane, QLD, Australia.
Kyra HamiltonSchool of Applied Psychology, Griffith University, Mount Gravatt, Brisbane, QLD, Australia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundYoung construction industry apprentices are subjected to routine workplace bullying which has been linked to poor mental health and suicidality, increased substance use, job dissatisfaction, and apprenticeship non-completion. This study aimed to assess the effectiveness of a threefold training intervention program comprised of Apprentice Resilience Training, Supervisor Training, and Toolbox Training, targeting construction apprentices, supervisors, and all trade workers respectively.

methodsA cross sectional pre- and post- intervention study was applied to assess the effectiveness of Apprentice Resilience Training, Supervisor Training, and Toolbox Training between July 2023 and February 2024 in Queensland and the Northern Territory, Australia. Data was collected from a sample of 927 construction workers (95 apprentices, 89 supervisors and 743 general trade workers).

resultsThe results provided preliminary evidence for the effectiveness of all three training programs in improving construction workers' attitudes and knowledge in relation to issues around bullying and related topics presented in the sessions. Statistically significant improvements were seen from pre- to post-training on all survey items for both the Supervisor Training and Toolbox Training evaluation, and for the majority of items for the Apprentice Resilience Training evaluation.

conclusionsThe findings from this study provide encouraging evidence for the effectiveness of the overall bullying intervention program. These findings are important for assessing the effectiveness of specific aspects of the training programs, and also provide a baseline measure against which to compare cohorts of apprentices in the future. The results highlight the importance of the bullying intervention program as a long-term investment in apprentices' future health and wellbeing and reinforce the need for consistent, ongoing efforts to build workforce resilience and a stronger, more supportive industry culture.

Indexed as

BullyingConstruction IndustryInservice TrainingMental HealthWorkplaceAdultCross-Sectional StudiesFemaleHumansMaleProgram EvaluationQueenslandResilience, PsychologicalSurveys and QuestionnairesYoung AdultApprenticesBullyingConstruction industryInterventionMental healthSuicide

Identifiers

PMID40604729
PMCPMC12220170

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.