Evidence map›Paper›PMID 41566056›Full record

ArticleNpj mental health research2026

Safeguarding the skilled trades: burnout, job satisfaction, and the risk of turnover in Ontario electricians.

Maryam Shahzad, Javier Mencia Ledo, Mahdi Azarmi, Ali Bani-Fatemi, Behdin Nowrouzi-Kia

Abstract read
In one paragraph

Article in Npj mental health 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.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

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

5 authors.

Maryam ShahzadRehabilitation Sciences Institute, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada.
Javier Mencia LedoDepartment of Statistical Sciences, Faculty of Arts and Science, University of Toronto, Toronto, ON, Canada.
Mahdi AzarmiDepartment of Biology, Faculty of Arts and Science, University of Toronto Mississauga, Toronto, ON, Canada.
Ali Bani-FatemiDepartment of Occupational Science and Occupational Therapy, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada.
Behdin Nowrouzi-KiaRehabilitation Sciences Institute, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada. behdin.nowrouzi.kia@utoronto.ca.ORCID http://orcid.org/0000-0002-5586-4282

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Skilled trades workers, including electricians, face unique occupational stressors and a persistent labour shortage that may contribute to burnout, job dissatisfaction, and heightened intention to leave (ITL). This cross-sectional study of 73 electricians aimed to assess the prevalence of burnout, job satisfaction, and ITL and to explore the relationships between these factors while accounting for sociodemographic and occupational characteristics. Burnout (measured using the Copenhagen Burnout Inventory), was prevalent (31.8%) but not independently associated with ITL. Higher job satisfaction (measured using an adapted NIOSH Generic Job Stress Questionnaire) was linked to lower ITL (OR = 0.58, 95% CI [0.34, 0.96]). Apprentice status significantly increased the odds of ITL (OR = 6.59, 95% CI [1.48, 38.47]). Findings suggest that job satisfaction is a protective factor against turnover intention, while apprentices are at a greater risk of ITL - underscoring the need for targeted retention and mental health strategies in the skilled trades.

Identifiers

PMID41566056
PMCPMC12824163

What OpenQuestion holds

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Registered trials

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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.