Figures
Abstract
Objectives
This systematic review assesses the scientific evidence regarding the effectiveness of organisational-level workplace mental health interventions on stress, burnout, non-clinical depressive and anxiety symptoms, and wellbeing in construction workers.
Methods
Eligibility criteria were randomized controlled trials (RCTs), cluster randomized controlled trials (cRCTs), controlled or uncontrolled before- and after studies published in peer-reviewed journals between 2010 and May 2022 in five databases (Academic Search Complete, PsycInfo, PubMed, Scopus and Web of Science). Outcomes were stress, burnout and non-clinical depression and anxiety symptoms, and wellbeing (primary) and workplace changes and sickness absenteeism (secondary). Quality appraisal was conducted using the QATQS scale, a narrative synthesis was applied. The protocol was published in PROSPERO CRD42020183640 https://www.crd.york.ac.uk/prospero/display_record.php?ID=CRD42020183640.
Main results
We identified five articles (four studies) with a total sample size of 260, one cRCT, one controlled before- and after study, and two uncontrolled before- and after studies. The methodological quality of one study was rated as moderate, while for three studies it was weak. One study showed significant effects of a work redesign programme in short-term physiological stress parameters, one study showed a significant employee perceived improvement of information flow after supervisor training and one study showed a substantial non-significant decline in sick leave. There was no significant effect on general mental health (SF12) nor on emotional exhaustion. The focus of all studies was on physical health, while detailed mental health and wellbeing measures were not applied.
Main conclusions
The evidence for the effectiveness of organisational-level workplace mental health interventions in construction workers is limited with opportunities for methodological and conceptual improvement. Recommendations include the use of a wider range of mental health and wellbeing outcomes, interventions tailored to the specific workplace and culture in construction and the application of the principles of complex interventions in design and evaluation.
Citation: Greiner BA, Leduc C, O’Brien C, Cresswell-Smith J, Rugulies R, Wahlbeck K, et al. (2022) The effectiveness of organisational-level workplace mental health interventions on mental health and wellbeing in construction workers: A systematic review and recommended research agenda. PLoS ONE 17(11): e0277114. https://doi.org/10.1371/journal.pone.0277114
Editor: Haruna Musa Moda, Manchester Metropolitan University, UNITED KINGDOM
Received: July 20, 2022; Accepted: October 19, 2022; Published: November 16, 2022
Copyright: © 2022 Greiner et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Data Availability: All relevant data are within the paper and its Supporting Information files.
Funding: Funding This study is funded by the European Union’s Horizon 2020 research and innovation programme under grant agreement No. 848137. The material presented and views expressed here are the responsibility of the author(s) only. The EU Commission takes no responsibility for any use made of the information set out. The funder did not play any role in the study design, data collection and analysis, decision to publish, or preparation of the manuscript.
Competing interests: The authors have declared that no competing interests exist.
Introduction
Mental health in the workplace is an important area of attention worldwide, owing to its impact on sickness absence, early retirement, and productivity [1,2]. The annual cost of mental ill health to economies has broadly been estimated to be $2.5 trillion globally in 2010; a figure expected to rise to $6 trillion by 2030 [3,4]. Construction is one of the largest employment sectors in the European Union (EU) encompassing 18 million workers, and making a contribution of 9% to the EU’s Gross Domestic Product (GDP) [5]. The mental health of construction workers has recently moved to the foreground in occupational health and safety research [6]. Traditionally, research and practice in this sector focussed on safety and physical health owing to its highly hazardous working environment. However, mental health is now increasingly recognised as an area in need of attention [7], and in particular due to the exacerbated challenges presented by the Covid-19 pandemic, that hit the construction sector particularly hard with heightened job insecurity, heavier workloads, social isolation during teleworking and challenges due to home-work practices [8].
Mental health has particular relevance in the safety-sensitive construction industry, as research shows that common mental health disorders are associated with reduced work ability [9] and heightened workplace accident and injury risk [10]. Qualitative research details how mental health symptoms as well as mental health medication can impair performance and safety behaviour [11]. Common mental disorders are prevalent in construction workers as shown in large representative population surveys. For example, the prevalence rate was 17% in skilled male construction workers assessed by diagnostic interview [12], lifetime depression prevalence was 13% in Michigan construction workers[13]. These results were matched with New England construction workers where 16% reported substantial mental distress, follow-up diagnostic interviews revealed that nine out of ten affected workers fulfilled the diagnostic criteria for a mental disorder [14].There is consistent evidence in the literature on high rates of suicide in the construction sector, particularly in relation to low-skilled workers [6,15,16]. For example, the UK Office of National Statistics data in 2011–2015 showed that low-skilled male construction workers had 3.7 times greater risk of suicide than the national male average, and for skilled-trades workers the suicide risk doubled [6]. Some scholars warned that in light of the COVID-19 pandemic, mental health may deteriorate leading to increased risk of suicide in the construction sector, contributing to what was described as ‘a perfect storm’ [17].
Furthermore, some studies indicated that mental health problems which do not qualify as mental disorders according to official disease classification, such as stress [7,14,18,19], burnout [20,21] and elevated depressive symptoms [9,19] were also particularly prevalent in the construction sector [22]. Although sometimes confused with clinical mental health disorders, these non-clinical mental health problems constitute distinct concepts. In the context of workplace mental health promotion, they are relevant as they are prevalent in working populations and may constitute risk factors for manifesting mental health and physical disorders [23–25].
The psychosocial work environment in the construction sector
Characteristics of the psychosocial work environment in the construction sector may be risk factors for poor mental health [26,27]. A challenging feature of construction work is the project- and client-driven nature of the building trade, which results in a high occurrence of short-term projects along temporary contracts, job and financial insecurity, and work away from home for longer periods of time [7,20,26,28]. A systematic review identified high work demands (such as long hours) and lack of job control (e.g., few opportunities for decision-making and opportunities to speak about work issues) as the primary stressors for construction workers [26,27]. According to a meta-analysis, role conflict (incompatible work tasks or expectations), role ambiguity (lack of clarity or uncertainty about job responsibilities), job insecurity, interpersonal conflict (disagreement or frictions) and role overload (excessive workload, long hours, time pressure) were the stress factors which showed the strongest pooled associations with work-related distress and burnout [29]. In an industry that relies heavily on the timely flow of information and efficient communication between different collaborators of a project, poor communication and information sharing were deemed to be fundamental psychosocial risks [30]. Challenges to mental health of workers were reported as being exacerbated for Micro, and Small and Medium Enterprises (SME’s), that often have limited financial and personnel resources to engage in psychosocial risk assessment and management or in mental health promotion [31]. Short-term business survival tends to hold priority over occupational health priorities [32,33]. Further challenges specific to SME’s relate to financial arrangements as payments are commonly on a project-completion basis and are often late, putting the smaller companies and contractors under pressure to engage their staff in long working hours to ensure cashflow [7].
Workplace mental health promotion in the construction sector
The importance of mental health in construction workers has been increasingly recognised over the past years, e.g. by a comprehensive report published by the Chartered Institute of Building [7]. The industry established a variety of mental health programmes including training and education for workers and management and provision of services for those in need [34]. MATES in Construction in Australia offers a programme designed to address elevated suicide rates within the construction industry, via trained peer support structures, resources for those in need, and social support structures and community building. Since its inception in 2008, a growing body of research indicates the program is an acceptable and effective intervention that has significantly contributed to reducing stigmatising beliefs about suicide and mental health, and improving help-seeking and help-offering within the construction sector [35–39]. Similarly, charities like MATES in Mind in the UK (https://www.matesinmind.org/), Construction Working Minds in the US (https://www.constructionworkingminds.org/) and the Lighthouse Construction Industry Charity (https://www.lighthouseclub.org/) provide services, helplines, training and education tailored to the construction industry together with financial and emotional support to workers and their families. Wellbeing and health promotion initiatives in this sector gained momentum when showcased in major construction projects with an explicit ethos to protect and promote both safety as well as health and wellbeing of workers. Prominent examples are the Olympic Park for the London Olympics 2012 [40] and the Heathrow Terminal 5 constructions [41]. Scientifically published intervention studies for construction workers mainly focus on individual-based mental health approaches, such as stress management training [42,43], mindfulness training [44], interventions targeted at individual behavioural change to adapt healthy lifestyles, such as exercising, healthy diet and smoking cessation [45,46] and mental health anti-stigma training [47].
Despite the increasing attention to mental health in this sector, implementation of programmes into the day-to-day operations of organisations appear to be limited. For example, a survey of 1444 Irish and British health and safety professionals registered with the Institution of Occupational Safety and Health (IOSH), showed that those health and safety professionals working in the construction industry were the least likely to be engaged in the development or implementation of psychosocial work prevention programmes (22.4%) compared to other sectors. They were also less likely to engage in broader health promotion actions at work as part of their roles as health and safety professional in the company [48]. Specific structural constraints in this sector pose unique challenges to sustained implementation of workplace mental health promotion programmes [49]. The transient nature of the work, as well as workers being spread out over interchangeable work sites, combined with a high proportion of the workforce being on short-term contracts hampers the reach of sustained health promotion activities [32]. Furthermore, it has also been highlighted that male-dominated workplaces may be subject to traditional masculine values such as self-reliance and stoicism, which limit help-seeking behaviour and create higher levels of mental health-related stigma, requiring specific approaches in terms of mental health promotion [35,50]. Language and literacy challenges as well as cultural differences also need to be taken into consideration within a sector that employs high numbers of migrant workers and a low-educated workforce [51,52].
The growing attention for construction worker health has sparked a critical discussion about the most effective management of health risks. A major point of criticism has been that programmes targeting solely individual coping and behaviour change can draw attention away from addressing the underlying working conditions [53] and putting the responsibility entirely on the worker [54]. Jones at al elaborated “An example of this is the well-intentioned focus on mental health in construction, which encourages workers to identify and seek help for their problems but does not commit organisations or the industry to taking action to reduce the risks inherent in the sector” [54, p.546]. However, recently developed conceptual frameworks to guide practical management and research in construction integrate both individual-level and organisational-level approaches for the protection against workplace mental health risks and the promotion of wellbeing [55–57].
Towards an integrated mental health promotion approach
The Integrated Workplace Mental Health Intervention approach [57,58] is a widely recognised framework. It integrates individual-based approaches, such as providing support to those with mental health problems and strengthening coping resources with organisational-level approaches aiming to create sustainable structures, workplace resources, organisational cultures and working conditions. that protect mental health and support positive mental health and wellbeing. It highlights three components for workplace interventions to achieve the utmost mental health benefits: 1) protect mental health by reducing work–related risk factors (psychosocial risks); 2) promote mental health and wellbeing by developing positive aspects of work and worker capacities; and 3) address mental health problems among employees and management regardless of cause. Given a range of published systematic reviews and meta reviews on the effectiveness of individual-level workplace health interventions on mental health and wellbeing outcomes [57,59,60], this review will be focussed on the effectiveness of organisational level mental health and wellbeing interventions.
Organisational-level interventions aim to improve workers’ health or wellbeing through the intentional targeting of the organisation and management of work (e.g., task design, psychosocial work conditions, practices of work) or organisational policies and procedures to improve and monitor psychosocial working conditions. They are usually delivered to an entire organisation or units of an organisation [60,61]. Organisational-level interventions support wellbeing by typically addressing the underlying psychosocial factors in the work environment and organisational cultures that lead to job stress, burnout and depressive/anxiety symptoms [62]. A recent systematic review classified four types of organisational- and group-level work interventions for worker wellbeing: 1, changes in scheduling practices (when and where work is completed); 2, job and task changes how work is done; 3, relational and team dynamics interventions (e.g. regular team meetings); and 4, participatory interventions with an emphasis on the change process itself by inviting workers to identify stressors and make changes to work practices or interpersonal relationships [63].
While the effectiveness of organisational-level interventions has been systematically reviewed for a range of mental and physical health indicators and for a range of occupations [63–65], the evidence for the impact of organisational-level mental health interventions in the construction industry and particularly for SMEs in this sector has not been systematically evaluated and published.
Objectives
This systematic review is part of a series of reviews informing the Horizon 2020 funded European Intervention Project ‘Mental Health Promotion in Occupational Settings’(MENTUPP). MENTUPP aims to improve mental health and wellbeing in the workplace by developing, implementing, and evaluating a comprehensive multi-level intervention targeting both clinical and non-clinical mental health difficulties and promoting mental wellbeing in three sectors: healthcare, information and communications technology (ICT) and construction. While a previous review conducted by the MENTUPP Consortium detailed the effects of interventions addressing clinical mental health disorders across all industries [66], this review focuses on non-clinical mental health outcomes (i.e., stress, burnout, and moderately elevated depressive and anxiety symptoms), and to enhance mental wellbeing in the construction sector. Two other reviews about organisational-level interventions focusing on non-clinical mental health and wellbeing in ICT and the health care sectors are currently being prepared. The current review will inform the tailoring of the MENTUPP interventions to the needs of the construction sector.
The specific review questions are: (1) Are organisational-level mental health programmes effective in reducing stress, burnout, non-clinical depressive and anxiety symptoms, and in enhancing mental wellbeing in construction workers? (2) Are organisational-level mental health programmes effective in reducing stress, burnout, non-clinical depressive and anxiety symptoms and in enhancing mental wellbeing in SME construction workers?
Materials and methods
The systematic review was conducted in accordance with PRISMA guidelines [67], with the completed PRISMA 2020 Checklist provided in S1 Checklist. The protocol has been registered with the international prospective register of systematic reviews (PROSPERO CRD42020183640 https://www.crd.york.ac.uk/prospero/display_record.php?ID=CRD42020183640).
Search strategy and eligibility criteria
The search strategy aimed at identifying published studies that investigated the impact of workplace mental health interventions on aspects of mental health and wellbeing including stress, burnout and non-clinical symptoms of depression and anxiety in the construction industry. The search strategy can be found in S1 File. Unpublished ‘grey literature’ was not included. The search was performed using five databases on May 28, 2020, and updated on May 16, 2022: Academic Search Complete, PsycINFO, PubMed, Scopus and Web of Science and included studies published in English between January 2010 and May 2022 to reflect intervention efforts in the modern construction workplace. The search strategy was developed in an iterative process using the Population, Intervention, Comparison, and Outcome (PICO) framework and in consultation with the subject librarian within the lead author’s (BAG) institution. The search strategy was composed of free text and controlled vocabulary terms for workers in the construction industry (e.g., carpenters, labourers, etc.), intervention type (e.g., workplace mental health promotion), and outcomes (e.g., stress, burnout, mental wellbeing, etc.) grouped together using Boolean operators in consultation with the subject librarian. The search strategy underwent review following the PRESS guidelines [68] by a second and independent, subject librarian in the collaborating author’s (BA) institution. Both backward and forward citation chaining of all articles included in the full-text review stage were conducted to identify additional studies that may have met the search criteria but were not previously found in the search results.
Inclusion and exclusion criteria
Studies were included if they reported organisational-level mental health promotion interventions targeted at workers and/or managers within construction companies. In a staged approach only studies with a control group and with a before- and at least one after measurement post intervention were deemed eligible in the first round of selection as they provide the most robust evidence. These included randomised controlled trials (RCTs), a study design with participants randomly assigned to an intervention group and a control group; cluster randomised controlled trials (cRCT), with groups of participants (e.g., organisations) being randomised to an intervention and a control group, and non-randomised controlled trials. In a second stage, uncontrolled before- and after- designs and uncontrolled quasi-experimental designs were included in the reviews. Complete inclusion and exclusion criteria can be found in Table 1. Primary outcomes included quantitative measurements of aspects of mental health and wellbeing, secondary outcomes included organisational outcomes such as absenteeism, especially if linked to health issues, and changes to the psychosocial work environment. As organisational-level interventions target the psychosocial work environment, these changes were deemed important intermediary effects of mental health promotion. Absenteeism was deemed as a general organisational outcome measure, that is sensitive to short-term and long-term mental health effects of the promotion of wellbeing and the prevention of stress and burnout [69].
Study identification
One researcher conducted each search in the respective databases (CL or CO’B). Results were exported into Rayyan QCRI, a software application to facilitate study selection in systematic reviews [70]. Duplicates were eliminated with the use of the Rayyan duplicate detection feature and verified by one reviewer (CL). To ensure adequate understanding and consistency in application of the inclusion and exclusion criteria, a sample of 20 records were selected at random and their titles and abstracts were reviewed and rated as ‘eligible for inclusion’ or ‘not eligible for inclusion’ independently by five authors (CL, CO’B, JCS, BG, BA) with the Rayyan blinding feature enabled. The five authors then met to discuss their inclusion decisions and any discrepancies were discussed until unanimous agreement was reached. Subsequently, two reviewers (CL, CO’B) completed a blinded title and abstract review of a random sample of 25% of records for inclusion. Agreement between the reviewers was 98.3% with the discrepancies resolved through discussion and did not require the input of a third reviewer. The remaining 75% of records were then screened at the title and abstract level by one reviewer (CL or CO’B). Blind screening of full-text articles was completed by two authors (CL and BG), who agreed on final inclusion and exclusion decisions.
Data extraction
Data extraction for the articles after full-text review included the following and was independently cross-checked by a third reviewer: 1, author and year; 2, type of study design; 3, number of participants and demographics, including employment type; 4, number of control participants and demographics (initial and analysed); 5, intervention details; 6, number of sessions and length; 7, type of control; 8, length of follow-up; 9, relevant outcomes; 10, instruments applied to measure outcomes; 11, country; 12, mean and standard deviation of all study groups in the relevant outcomes at all assessment times to be analysed; and 13, size of the organisation(s). Where data were missing, incomplete or unclear, requests for additional information were sent to the corresponding study authors by email. Additionally, information on the size of the organisations participating in the included studies was retrieved via company websites or LinkedIn profile pages.
Quality appraisal
The quality of each included study was appraised using the Quality Assessment Tool for Quantitative Studies (QATQS) scale [71], which assesses 6 areas: 1, selection bias; 2, design; 3, confounders; 4, blinding; 5, data collection method; and 6, withdrawals and drop-outs. Results were scored on a scale from 1 to 3, where 1 is considered methodologically strong, 2 moderate and 3 weak and then globally ranked as methodologically ‘strong’ = no weak ranking, as ‘moderate’ = one weak ranking, and as ‘weak’ with two or more weak rankings. All studies were blindly appraised for quality using the QATQS by two independent reviewers (CL and CO’B) with independent checking of a third assessor (BAG) and any disagreements were discussed between the reviewers and resolved.
Data presentation, analysis, and synthesis
We conducted a narrative synthesis of the findings from the included studies, structured around the effectiveness of the mental health intervention programmes. Mean differences (pre- and post- intervention) with p-values were reported and adjusted regression coefficients or adjusted Odds ratios with 95% confidence intervals, if available, were tabulated, brought together, and summarized using narrative synthesis. Reported outcomes, that were not specified as primary or secondary outcomes for the purpose of this review were not included in the results table nor the synthesis. It was not possible to conduct a meta-analysis for the included studies due to the diversity of interventions and outcomes.
The narrative synthesis was guided by the aim to identify which types of interventions were effective or not effective to positively promote mental health and wellbeing and to protect mental health in the construction sector. In the evidence synthesis, we considered the magnitude of effect found in each study and the methodological quality of the study as rated by the QATQS global score for each study. The classification developed in a systematic review on organisational-level wellbeing interventions by Fox et al [63] was applied to the narrative synthesis of studies using four categories: scheduling interventions, job and task modification, relational and team dynamics interventions and participatory process interventions. In addition, the Integrated Workplace Mental Health Intervention approach [57,58] served as a framework for synthesis and summary according to (a) interventions for the promotion of mental wellbeing and (b) interventions for the protection of mental health problems. Interventions for the promotion of mental wellbeing included interventions that were designed to improve the positive aspects of work and workers’ strengths and capacities. Interventions for the protection of mental health and wellbeing included interventions to reduce work risks in the psychosocial work environment. The third element of the Integrated Intervention Approach for Workplace Mental Health, i.e., ‘manage illness’ representing tertiary-level prevention, was not addressed in this review.
Results
Included studies and study characteristics
A total of 1326 records were identified from five databases. An additional 35 records were identified through the citation chaining of records included in the full-text review. Following removal of duplicates, the title and abstract of 1129 records were reviewed for eligibility. 1090 records were excluded, and the full text was reviewed for 39 articles. Primary reasons for exclusion at full-text review were ineligible outcomes (n = 14) and ineligible study design (n = 10). The complete results and decisions of inclusion or exclusion at the full-text review can be found in S2 File. After applying all exclusion criteria, five articles from four studies were identified as eligible for inclusion in the review (see Fig 1).
We identified one cluster randomized controlled trial reported in two articles [72,73], one controlled before- and after study [74] and two uncontrolled before- and after studies [75,76] (Table 2). Anger at al. [75] presented a pilot study in preparation of a larger RCT. One study targeted the intervention (training to improve the psychosocial work environment) at supervisors only, with measurement of the changes in health outcomes in their subordinates [74], one study targeted the intervention at supervisors and shop-floor workers [75], and the remaining two studies targeted shop-floor workers only [72,73,76]. Total sample size across the four studies was 260 from a variety of occupations within construction. Sample sizes of the individual studies ranged between five [76], and 171 [72,73] individuals. Studies included predominantly male participants. SMEs were included in two studies [72,73,75].
Table 3 summarises the intervention characteristics of the four eligible studies.
Relational and team dynamics intervention was the focus of two studies [74,75], with an emphasis on supervisor personal growth and self-awareness development [74], and an emphasis on skills to establish sustainable and effective interactions with subordinates and to initiate organisational change supported by self-monitoring of skill application in practice [75].
The modification of the job and tasks featured in one study [76]. This study included the design and evaluation of a system of re-organising task allocation for live-line electricians to reduce physical and mental workload with consideration for circadian rhythm, the effect of heat and accumulation of fatigue over the work week.
Participatory process interventions were applied in two studies [73,75]. The intervention reported by Anger et al [75] was aimed at skill development for general healthy lifestyles with the use of scripted information, supervisory support and small group discussions. Oude-Hengel et al [72,73,77] applied an intervention to enable workers to modify their work techniques and methods and take adequate breaks to reduce physical and psychological work demands. This was supported by physiotherapists and based on work observations. In addition, empowerment training was delivered to workers to take a pro-active approach by taking responsibility for their own health and influence possible adverse working conditions by themselves.
When classifying the studies according to the components of the Integrated Mental Health Promotion approach [58], we found that three studies targeted the aspect of ‘Promoting mental health and wellbeing’: Elo et al. [74] applied a growth-oriented approach for training supervisors to support their staff, Anger et al. [75] trained supervisors to engage in supportive interactions with employees, and Oude Hengel et al. [72,73] delivered ‘empowerment training’ to employees to gain influence in the organization. Two studies combined both approaches ‘Promoting Mental Health and Wellbeing’ and ‘Protecting Mental Health’ [72–74], however without explicit assessment of both, ‘negative’ mental health aspects and ‘positive’ wellbeing indicators. Two out of the four studies included mental health items within a broader quality of life measure (i.e., SF12), while one study specifically measured emotional exhaustion (Maslach Burnout Inventory). Apart from the study by Elo et al. [74], all studies had a strong focus on general health outcomes placing less focus on mental health outcomes. Although three of the four studies included in this review applied a growth-based approach for positive mental health promotion intending to strengthen or empower leaders and/or employees, none of the studies employed detailed outcome measures of positive mental wellbeing.
Study quality
The overall methodological quality of one study [72,73] was rated as ‘moderate’, the remaining three studies as ‘weak’. The cluster randomised control trial by Oude Hengel et al. was appraised as being strong on aspects of selection bias and study design and received a moderate rating for aspects of data collection methods, controlling for confounding and withdrawals/dropouts. Closer examination across the QATQS’ six criteria revealed some differences between the studies. Table 4 provides a summary of the quality appraisal results. The remaining three included studies did not receive a strong rating across any of the six criteria, with only two of six criteria rated as ‘moderate’ for Guimaraes et al. [76] for Elo et al. [74], and for Anger et al. [75], respectively.
Study outcomes
Tables 5 and 6 show the effectiveness for the four included studies for the primary and secondary outcomes. In relation to the primary outcomes (i.e., mental health and wellbeing), two studies used the mental health scale of the SF12 questionnaire, although neither showed a significant effect pre versus post intervention [73,75]. Furthermore, the Elo et al. study [74] used the emotional exhaustion scale from the Maslach Burnout Inventory to measure the effectiveness of supervisor training on mental health in subordinates with no significant intervention effects. Physiological indicators of stress were measured by Guimaraes [76] in a very small sample aiming to assess the effect of a task re-design intervention. Primarily, urinary adrenaline and nor-adrenaline levels significantly decreased in the intervention week with an optimized work system as compared to the baseline week with a traditional work system. While the ratio of catecholamines (nor-adrenaline/adrenaline) as an indicator for physical versus mental health load did not significantly differ pre- to post-intervention, the Q-Index (Catecholamine Ratio post- versus pre- intervention) significantly increased, suggesting a decline in mental health load in relation to physical load.
In relation to the secondary outcomes (psychosocial work environment, sickness absenteeism, and social support), Elo et al. [74] assessed workplace changes perceived by staff on a range of dimensions following a supervisor training programme. Subordinates of supervisors in the intervention group reported significant improvement in terms of flow of information, compared to subordinates in the control group. The results for work climate were inconclusive as work climate significantly decreased in the control group while it remained stable in the intervention group. None of the other psychosocial work characteristics significantly changed. Sickness absenteeism was measured in one study only [73], which showed a decline in long-term absences of 5 days, however, this result was not statistically significant. Results for social support at work, overall, between co-workers, and from supervisors were also not statistically significant across three follow-up measurement points [72].
Discussion
Summary of main results
This systematic review aimed to assess recent scientific evidence on the effectiveness of organisational-level mental health interventions on non-clinical mental health outcomes and mental wellbeing in the construction industry in general and in SMEs in particular. This review identified a low number of studies on this topic with only one study of moderate methodological quality showing a substantial but non-significant decline in sick leave days [73] and no significant effect on general mental health. Results of the remaining ‘weak-quality’ studies included a significant effect of work redesign in short-term physiological stress parameters, however further research would be required to investigate the changes in physiological stress parameters over a longer period of time and their impact on long-term mental health [76]; a significant perceived improvement of flow of information after supervisor training [74]; no significant effect on general mental health [75] and no significant effect on a range of psychosocial work factors and on emotional exhaustion [74]. None of the four studies and interventions had an explicit focus on mental health, which may have contributed to the limited evidence for mental health and mental wellbeing in this review.
The evidence found in the four studies was not sufficient to develop specific recommendations for the design of organisational-level mental health promotion programmes in the construction industry and more specifically for SMEs. However, we identified two recently published protocol papers outlining the design of controlled studies to evaluate participatory mental health promotion programmes in construction workers [45,78]. The results of these planned trials may add to the evidence base in due course.
The interventions and the mental health outcomes in the four included studies were very heterogeneous, therefore the evidence did not allow for a meaningful summary by intervention type or outcome. Nevertheless, important lessons can be learned from the review considering the strengths and methodological shortcomings of the four studies to inform a future research agenda for designing and evaluating mental health interventions in the construction industry.
Components of a future research agenda
Develop and evaluate mental health interventions specific to the working situation in the construction sector.
Only one study included in this systematic review addressed the specific psychosocial working conditions of construction workers by using work task reallocation [74], while the other three studies were mostly generic in content, approach, and delivery. Tailoring the intervention more specifically to the workplace may be particularly relevant for the construction industry. As this industry exhibits a range of distinct workplace risks that can affect mental health and distinct implementation challenges due to the nature of its work. Previous research conducted in other sectors showed that a good contextual fit of the intervention activities and their implementation contributes to the success of the intervention implementation [79,80]. Management buy-in, participation of workers and integration of the intervention into the organisational context have been identified as key facilitators [81–83]. Co-creation of interventions has been encouraged to achieve context fit and buy-in of organisations [84,85] with a recent application to construction workers’ mental health [82]. This strategy involved workers, managers and other stakeholders to define mutual goals, intervention activities and implementation approaches. Process evaluation showed promising results in relation to high involvement and ownership, development of trust in the intervention and a good contextual fit of the intervention [82]. Other participatory approaches specifically developed to target blue-collar populations [80] built on learning-by-doing principles with a focus on local practice, exchange of real-life experience and starting from real problems of the enterprise with recognition of achievements. While the principles of participatory design of interventions have been developed for general application, they still need to be tested for the application in the construction sector applying process and outcome evaluation.
Develop and evaluate mental health interventions specific to the gender distribution and work culture of construction work.
Construction has been characterised as a male-dominated industry with a prevailing masculine culture associated with high mental health stigma, elevated levels of mental health shame and reduced help-seeking [35,50,86–88]. Research has consistently shown men to be less likely to participate in workplace health promotion programs in general [89], especially in terms of mental health interventions [90]. Reviews on the effectiveness of mental health interventions in male-dominated workplaces concluded that gender-sensitive health promotion approaches would be needed to address the unique issues in male-dominated workplaces, such as addressing gender-specific roles in disclosing mental health problems, activity-based programmes that were not seen as ‘therapy’ and peer-support oriented interventions including peer-to-peer outreach activities to tackle social isolation of apprentices in dispersed worksites [89,91,92]. One promising approach is the multi-component prevention and early intervention programme, MATES in Construction. Process evaluation has revealed the main perceived programme strengths. Construction workers positively noted that the programme was built into the culture of the construction industry so that they could relate to the mental health issues and identify with the addressed problems, they felt more confident in initially talking to their own trained work mates than medical experts and experienced a built sense of camaraderie and high visibility of the trained peers on the dispersed work sites [36]. While the design principles of the MATES in Construction programme are highly relevant for research and practice in mental health promotion, the published evaluation studies of this approach focus on preventing suicide and do not include stress, burnout, and depressive and anxiety symptoms as outcomes, and therefore these studies were not eligible for inclusion in this review.
Allow for complexity of intervention and multi-level design.
Organisational-level interventions tend to be complex with a range of intervention components and multiple levels targeted within organisations, including managers, supervisors, teams, and shop floor workers. They are usually difficult to standardise owing to local differences in company circumstances [79,93,94]. While clinical RCT designs have been considered the Gold Standard for study design, the updated Medical Research Council (MRC) Framework for the Development and Evaluation for Complex Interventions to Improve Health may be more suitable [95,96]. Guidance based on this framework promotes a more flexible intervention and evaluation approach tailored to local circumstances, designed with a range of short-term and long-term evaluation outcomes to adequately measure the complexity of the intervention. One of the major keys for designing complex interventions includes the formulation of theoretical models of how the different intervention components are expected to work and how their putative effects vary at different levels. The use of this framework helps to understand not only IF an intervention works but also HOW it works and may provide information on why it did not work.
Develop a programme theoretical framework.
An explicit programme theory is necessary with specification of the expected short-term and long-term outcomes at different levels of the organisation, intermediary outcomes, and mechanisms of change to guide the intervention and evaluation and to avoid chance and error strategies. None of the studies included in our systematic review, spelled out such a model; only one study took multi-level variations into account by performing multi-level analyses [73]. In the context of workplace interventions, scholars have criticised that the effectiveness of organisational- or group-level interventions has predominantly been evaluated by investigating outcomes at the individual and not at the group level. However, organisational-level interventions usually target organisational units or groups of workers rather than individual workers. It has been suggested that this mismatch may also be responsible for the often weak and inconsistent results of the evaluation of organisational-level interventions [94] as also evident in our review. A forthcoming publication of a Theory of Change, developed by the MENTUPP Consortium will address this gap.
Include a range of mental health and wellbeing outcomes.
Intervention research should measure a range of mental health and wellbeing outcomes. Our review showed that studies applied limited measurement of mental health and mainly focussed on pathology-oriented concepts of mental health problems, such as burnout and distress, without detailing positive aspects of mental health and wellbeing and recognising the multi-dimensional nature of wellbeing recommended by a newly developed conceptual framework for construction interventions [55].Interventions focussed on strengthening the positive aspects of work (e.g. improving social support, enhancing influence at work) to pursue positive outcomes (e.g. wellbeing, resilience) are very relevant in workplace mental health promotion [57,58], as positive aspects of work can support employees in dealing with stressful situations and can themselves contribute to positive wellbeing outcomes. By not measuring positive mental health outcomes, some improvements due to the intervention may remain unnoticed.
Measure workplace changes as intermediary outcome.
Workplace changes post intervention should be explicitly measured as they are an important intermediary outcome in the causal chain. Organisational-level interventions typically target the improvement of the psychosocial work environment by job or task redesign, cultural change, and policy with the aim to achieve long-term changes in mental health and wellbeing. Measurement of work environment variables would help to understand how an intervention works and which particular work characteristics should be targeted by the intervention. Two studies included in our systematic review assessed the changes in psychosocial work characteristics before and after the intervention, however without linking these characteristics to mental health outcomes [72,74].
Develop complex strategies to evaluate the impact of leader training on workplace changes and staff mental health.
The complexity and methodological challenges of organisational-level mental health interventions are particularly evident in studies applying supervisor training and measuring mental health outcomes of this training on subordinates. Supervisor training is not only aimed at changing outcomes in individual supervisors, but it is also assumed that trained supervisors initiate workplace changes and change their behaviour towards staff hereby positively influencing the mental health and wellbeing of groups of staff. Two of the included studies [74,75] applied leadership training, an intervention component that is commonly considered relevant in the context of organisational-level interventions with supervisors and managers commonly being in the position to influence the design of psychosocial working conditions. While a meta-analysis of 10 controlled studies found indications of positive training effects on self-reported managers’ knowledge, attitudes and giving support to employees, with mental health problems the on employees’ mental health remains preliminary due to very few studies [97]. Evaluating the effectiveness of supervisor training on a distant mental health outcome in employees is complex and requires a multi-level and complex strategy for analysis. While the included study by Elo et al. [74] showed that employees reported positive significant changes in information flow pre- to post-intervention, multi-level analyses were not applied and the association of these changes with mental health outcomes remains to be demonstrated.
Strengths and limitations of this review
To our knowledge this is the first systematic review appraising the effectiveness of organisational-level workplace mental health interventions in the construction industry. The strengths of this review are the rigour applied to the literature searches (five major data bases, extensive and detailed search terms, peer review of search strategy by experts, hand searching within the retrieved full text reference lists), the internal quality assessment of the interrater reliability of the reviewers, the rigorous quality assessment of the studies and the detailed synthesis of the outcomes. However, there were also certain limitations of this effectiveness review. Although our search strategy was comprehensive and included five major scientific databases, we may have missed important publications. This was somewhat mitigated by hand-searching the reference lists of all included studies for additional eligible publications. The review was limited to studies published in English and did not include the ‘grey literature’ to allow for the scientifically robust and peer-reviewed evidence. We may have missed relevant evidence from non-published studies and cannot exclude that our findings were influenced by publication bias. Finally, as the search was limited to studies published since 2010, the review may have missed relevant evidence that preceded this period. However, because of rapidly changing working conditions also in the construction industry, we decided to focus on recent studies with the meaningful cut-off point of 2010 to include studies potentially conducted in the height of the worldwide economic depression and published after 2009 and also encompasses the post-depression period.
Conclusions
Although based on a low number of studies with scarce evidence, this systematic review exemplified a range of organisational-level mental health intervention approaches including relational and team dynamics interventions with supervisor and shop floor workers, modification of job tasks with changed task allocation procedures, and participatory process interventions to empower and enable workers and supervisors to make a change in the organisation. These examples could be taken as stepping stones to develop, refine and scientifically evaluate organisational-level mental health interventions combined with implementation guidance specific to the challenges of the construction work environment.
In keeping with the general mental health perspective, this review focussed on a selected range of mental health and mental wellbeing outcomes. Further reviews may add synthesised evidence for the wider dimensions of wellbeing, such as job satisfaction, life satisfaction, work engagement, and work-life balance. With strict inclusion criteria for the methodological quality of the individual studies, the low number of papers included in this review does not reflect the multitude of initiatives and programmes established in practice. However, some programmes appear to lack robust scientific evaluation. There is a rich opportunity for scientific effectiveness and process evaluation of existing and future workplace mental health programmes to determine whether they actually result in mental health improvements, which programme elements are the most effective and which approaches can be best implemented into the construction work environment. Multi-level approaches for the design of future studies are desirable to overcome limitations of previous studies and would also greatly inform organisational-level mental health interventions in other sectors.
Supporting information
S1 Checklist. Completed PRISMA 2020 checklist.
https://doi.org/10.1371/journal.pone.0277114.s001
(DOCX)
Acknowledgments
We acknowledge the contributions of the following MENTUPP Consortium members in the writing of this manuscript: Ainslie O’Connor, Ana Moreno-Alcázar, Andia Meksi, Andras Szekely, Anthony LaMontagne, Ariel Como, Arilda Dushaj, Asmae Doukani, Azucena Justicia, Bridget Hogg, Chantal Van Audenhove, Charlotte Paterson, Chris Lockwood, David McDaid, Doireann Ni Dhalaigh, Dooyoung Kim, Eileen Williamson, Eva Zsak, Eve Griffin, Fotini Tsantilla, Genc Burazeri, Gentiana Qirjako, Grace Davey, Gyorgy Purebl, Hanna Reich de Paredes, Jaap van Weeghel, Joe Eustace, Joseph Kilroy, Juliane Hug, Kairi Kolves, Karen Mulcahy, Karen Michell, Katherine Thomson, Laura Cox, Luigia D’Alessandro, Mallorie Leduc, Mónika Ditta Tóth, Naim Fanaj, Nicola Reavley, Peter Trembeczky, Reiner Rugulies, Ruth Benson, Saara Rapeli, Sarah Ihinonvien, Sarita Sanches, Sevim Mustafa, Sharna Mathieu, Stefan Hackel, Tanya King, Ulrich Hegerl, Vanda Scott, Victor Pérez, and Wendy Orchard.
References
- 1. Leka S, Jain A. Mental Health in the Workplace in the European Union. Brussels, Belgium: European Commission, Directorate General for Health; 2017 p. 40.
- 2. Nicholson PJ. Common mental disorders and work. Br Med Bull. 2018;126: 113–121. pmid:29684103
- 3. Bloom DE, Cafiero ET, Jane-Llopis E, Abrahams-Gessel S, Bloom LR, Fathima S, et al. The Global Economic Burden of Non-communicable Diseases. Geneva: World Economic Forum; 2011. Available: https://www.weforum.org/reports/global-economic-burden-non-communicable-diseases/.
- 4. Health TLG. Mental health matters. Lancet Glob Health. 2020;8: e1352. pmid:33069297
- 5.
European Commission DG-G. Internal Market, Industry, Entrepreneurship and SMEs—Construction Industry. Available: https://ec.europa.eu/growth/sectors/construction_en. Accessed 16 Jul 2022.
- 6. Burki T. Mental health in the construction industry. Lancet Psychiatry. 2018;5: 303. pmid:29580608
- 7. Rees-Evans Daisie. Understanding Mental Health in the Built Environment. United Kingdom: Chartered Institute of Building; 2020 p. 38. Available: https://www.ciob.org/industry/research/Understanding-Mental-Health-Built-Environment.
- 8. Pamidimukkala A, Kermanshachi S. Impact of Covid-19 on field and office workforce in construction industry. Proj Leadersh Soc. 2021;2: 100018.
- 9. Boschman JS, van der Molen HF, Frings-Dresen MHW, Sluiter JK. The impact of common mental disorders on work ability in mentally and physically demanding construction work. Int Arch Occup Environ Health. 2014;87: 51–59. pmid:23254510
- 10. Hilton MF, Staddon Z, Sheridan J, Whiteford HA. The impact of mental health symptoms on heavy goods vehicle drivers’ performance. Accid Anal Prev. 2009;41: 453–461. pmid:19393792
- 11. Haslam C, Atkinson S, Brown S, Haslam R. Anxiety and depression in the workplace: effects on the individual and organisation (a focus group investigation). J Affect Disord. 2005;88: 209–215. pmid:16122810
- 12. Stansfeld SA, Rasul FR, Head J, Singleton N. Occupation and mental health in a national UK survey. Soc Psychiatry Psychiatr Epidemiol. 2011;46: 101–110. pmid:20033130
- 13. Wang L, Rosenman K. Adverse Health Outcomes Among Industrial and Occupational Sectors in Michigan. Prev Chronic Dis. 2018;15: E102–E102. pmid:30095403
- 14. Jacobsen HB, Caban-Martinez A, Onyebeke LC, Sorensen G, Dennerlein JT, Reme SE. Construction workers struggle with a high prevalence of mental distress, and this is associated with their pain and injuries. J Occup Environ Med. 2013;55: 1197–1204. pmid:24064778
- 15. Andersen K, Hawgood J, Klieve H, Kõlves K, De Leo D. Suicide in Selected Occupations in Queensland: Evidence from the State Suicide Register. Aust N Z J Psychiatry. 2010;44: 243–249. pmid:20180726
- 16. Milner A, Niven H, LaMontagne A. Suicide by occupational skill level in the Australian construction industry: Data from 2001 to 2010. Aust N Z J Public Health. 2014;38: 281–285. pmid:24890487
- 17. King TL, Lamontagne AD. COVID-19 and suicide risk in the construction sector: preparing for a perfect storm. Scand J Public Health. 2021; 1403494821993707. pmid:33596728
- 18. Bowen P, Edwards P, Lingard H, Cattell K. Workplace Stress, Stress Effects, and Coping Mechanisms in the Construction Industry. J Constr Eng Manag. 2014;140: 04013059.
- 19. Love PE, Edwards DJ, Irani Z. Work stress, support, and mental health in construction. J Constr Eng Manag. 2010;136: 650–658.
- 20. Lingard H, Francis V. The work‐life experiences of office and site‐based employees in the Australian construction industry. Constr Manag Econ. 2004;22: 991–1002.
- 21. Yip B, Rowlinson S. Job Burnout among Construction Engineers Working within Consulting and Contracting Organizations. J Manag Eng. 2009;25: 122–130.
- 22. Tijani B, Xiaohua J, Osei-Kyei R. Critical analysis of mental health research among construction project professionals. J Eng Des Technol. 2020.
- 23. Salvagioni DAJ, Melanda FN, Mesas AE, González AD, Gabani FL, Andrade SM de. Physical, psychological and occupational consequences of job burnout: A systematic review of prospective studies. PloS One. 2017;12: e0185781.
- 24. Koutsimani P, Montgomery A, Georganta K. The Relationship Between Burnout, Depression, and Anxiety: A Systematic Review and Meta-Analysis. Front Psychol. 2019;10. Available: https://www.frontiersin.org/article/10.3389/fpsyg.2019.00284.
- 25. Meier ST, Kim S. Meta-regression analyses of relationships between burnout and depression with sampling and measurement methodological moderators. J Occup Health Psychol. 2022;27: 195–206. pmid:33779198
- 26. Chan APC, Nwaogu JM, Naslund JA. Mental Ill-Health Risk Factors in the Construction Industry: Systematic Review. J Constr Eng Manag. 2020;146. pmid:33408438
- 27. Tijani B, Jin X, Osei-Kyei R. A systematic review of mental stressors in the construction industry. Int J Build Pathol Adapt. 2020.
- 28. Sun C, Hon CKH, Way KA, Jimmieson NL, Xia B. The relationship between psychosocial hazards and mental health in the construction industry: A meta-analysis. Saf Sci. 2022;145: 105485. https://doi.org/10.1016/j.ssci.2021.105485.
- 29. Oswald D, Borg J, Sherratt F. Mental Health in the Construction Industry: A rapid review. 27th annual conference of the International Group for Lean Construction (IGLC), Dublin Ireland. 2019. pp. 1049–1058.
- 30. Ajayi SO, Jones W, Unuigbe M. Occupational stress management for UK construction professionals: Understanding the causes and strategies for improvement. J Eng Des Technol. 2019;17: 819–832.
- 31. Lingard H, Turner M, Charlesworth S, Lingard H, Turner M, Charlesworth S. Growing pains: work-life impacts in small-to-medium sized construction firms. Eng Constr Archit Manag. 2015;22: 312–326.
- 32. Clarke N, Bradley JG, Spillane JP. Mental health and well-being in micro-enterprises in the construction industry: an Irish perspective. Proceedings of the 36th Annual ARCOM Conference, 7–8 September 2020, UK. Association of Researchers in Construction Management Leeds, UK; 2020. pp. 746–754.
- 33. Dawkins S, Martin A, Kilpatrick M, Scott J. Reasons for engagement: SME owner-manager motivations for engaging in a workplace mental health and wellbeing intervention. J Occup Environ Med. 2018;60: 917–927. pmid:29851735
- 34. Laidler C. Make mental health a priority for the construction industry. Occup Health Wellbeing. 2019;71: 20–21.
- 35. Ross V, Caton N, Gullestrup J, Kõlves K. Understanding the Barriers and Pathways to Male Help-Seeking and Help-Offering: A Mixed Methods Study of the Impact of the Mates in Construction Program. Int J Environ Res Public Health. 2019;16. pmid:31430939
- 36. Gullestrup J, Lequertier B, Martin G, Gullestrup J, Lequertier B, Martin G. MATES in Construction: Impact of a Multimodal, Community-Based Program for Suicide Prevention in the Construction Industry. Int J Environ Res Public Health. 2011;8: 4180–4196. pmid:22163201
- 37. King TL, Gullestrup J, Batterham PJ, Kelly B, Lockwood C, Lingard H, et al. Shifting Beliefs about Suicide: Pre-Post Evaluation of the Effectiveness of a Program for Workers in the Construction Industry. Int J Environ Res Public Health. 2018;15: E2106. pmid:30257471
- 38. Martin G, Swannell S, Milner A, Gullestrup J. Mates in Construction Suicide Prevention Program: A Five Year Review. J Community Med Health Educ. 2016;6.
- 39. Ross V, Caton N, Gullestrup J, Kolves K, Ross V, Caton N, et al. A Longitudinal Assessment of Two Suicide Prevention Training Programs for the Construction Industry. Int J Environ Res Public Health. 2020;17. pmid:32012888
- 40. Waterman L. London 2012: occupational health in the construction programme. J R Soc Promot Health. 2007;127: 113–118. pmid:17542423
- 41. Evans M. Heathrow Terminal 5: Health and safety leadership. Proc Inst Civ Eng-Civ Eng—PROC INST Civ ENG-Civ ENG. 2008;161: 16–20.
- 42. Iremeka FU, Okeke SAC, Agu PU, Isilebo NC, Aneke M, Ezepue EI, et al. Intervention for stress management among skilled construction workers. Medicine (Baltimore). 2021;100: e26621. pmid:34260549
- 43. Okereke GKO, Omeje HO, Nwaodo SI, Chukwu DU, Asogwa JO, Obe PI, et al. Reducing Burnout among Building Construction and Mechanical Trade Artisans: The Role of Rational Emotive Behaviour Intervention. J Ration-Emotive Cogn-Behav Ther. 2022;40: 61–74.
- 44. Leung M-Y, Ahmed K. Mindfulness-based Stress Reduction Workshop: Reducing Stress and Improving Coping Behaviours of Construction Professionals. 2020. pp. 120–131.
- 45. Peters SE, Trieu HD, Manjourides J, Katz JN, Dennerlein JT. Designing a Participatory Total Worker Health® Organizational Intervention for Commercial Construction Subcontractors to Improve Worker Safety, Health, and Well-Being: The “ARM for Subs” Trial. Int J Environ Res Public Health. 2020;17: 5093. pmid:32679687
- 46. Viester L, Verhagen EALM, Bongers PM, van der Beek AJ. Effectiveness of a Worksite Intervention for Male Construction Workers on Dietary and Physical Activity Behaviors, Body Mass Index, and Health Outcomes: Results of a Randomized Controlled Trial. Am J Health Promot. 2018;32: 795–805. pmid:28730841
- 47. Milner A, Law PCF, Mann C, Cooper T, Witt K, LaMontagne AD. A smart-phone intervention to address mental health stigma in the construction industry: A two-arm randomised controlled trial. SSM—Popul Health. 2018;4: 164–168. pmid:29349285
- 48. Leitão S, Greiner B. Psychosocial, Health Promotion and Safety Culture management—Are Health and Safety Practitioners involved? Saf Sci. 2017;91: 84–92.
- 49. Fuller T, Hasan A, Kamardeen I. A systematic review of factors influencing the implementation of health promotion programs in the construction industry. Eng Constr Archit Manag. 2021.
- 50. Hanna ES, Markham S. Constructing better health and wellbeing? Understanding structural constraints on promoting health and wellbeing in the UK construction industry. Int J Workplace Health Manag. 2019;12: 146–159.
- 51. Buckley M, Zendel A, Biggar J, Frederiksen L, Wells J. Migrant work & employment in the construction sector. Int Labour Organ. 2016.
- 52. Dutta MJ. Migration and health in the construction industry: Culturally centering voices of Bangladeshi workers in Singapore. Int J Environ Res Public Health. 2017;14: 132.
- 53. Sherratt F. Shaping the discourse of worker health in the UK construction industry. Constr Manag Econ. 2018;36: 141–152.
- 54. Jones W, Gibb A, Haslam R, Dainty A. Work-related ill-health in construction: The importance of scope, ownership and understanding. Saf Sci. 2019;120: 538–550.
- 55. Li KE, Wang D, Sheng Z, Griffin M. A deep dive into worker psychological well-being in the construction industry: A systematic review and conceptual framework. J Manag Eng. 2022;38.
- 56. Lingard H.TM. Promoting construction workers’ health: a multi-level system perspective. 2017;35.
- 57. LaMontagne AD, Shann C, Martin A. Developing an Integrated Approach to Workplace Mental Health: A Hypothetical Conversation with a Small Business Owner. Ann Work Expo Health. 2018;62: S93–S100. pmid:30212883
- 58. LaMontagne AD, Martin A, Page KM, Reavley NJ, Noblet AJ, Milner AJ, et al. Workplace mental health: developing an integrated intervention approach. BMC Psychiatry. 2014;14: 1–11. pmid:24884425
- 59. Proper KI, van Oostrom SH. The effectiveness of workplace health promotion interventions on physical and mental health outcomes–a systematic review of reviews. Scand J Work Environ Health. 2019;45: 546–559. pmid:31134284
- 60. Wagner S, Koehn C, White M, Harder H, Schultz I, Williams-Whitt K, et al. Mental health interventions in the workplace and work outcomes: a best-evidence synthesis of systematic reviews. Int J Occup Environ Med. 2016;7: 1. pmid:26772593
- 61. Tetrick LE, Winslow CJ. Workplace Stress Management Interventions and Health Promotion. Annu Rev Organ Psychol Organ Behav. 2015;2: 583–603.
- 62. Semmer NK. Job stress interventions and the organization of work. Scand J Work Environ Health. 2006;32: 515–527. pmid:17173207
- 63. Fox KE, Johnson ST, Berkman LF, Sianoja M, Soh Y, Kubzansky LD, et al. Organisational- and group-level workplace interventions and their effect on multiple domains of worker well-being: A systematic review. Work Stress. 2021;0: 1–30.
- 64. LaMontagne AD, Keegel T, Louie AM, Ostry A. Job stress as a preventable upstream determinant of common mental disorders: A review for practitioners and policy-makers. Adv Ment Health. 2010;9: 17–35.
- 65. Montano D, Hoven H, Siegrist J. Effects of organisational-level interventions at work on employees’ health: a systematic review. BMC Public Health. 2014;14: 135. pmid:24507447
- 66. Hogg B, Medina JC, Gardoki-Souto I, Serbanescu I, Moreno-Alcázar A, Cerga-Pashoja A, et al. Workplace interventions to reduce depression and anxiety in small and medium-sized enterprises: A systematic review. J Affect Disord. 2021;290: 378–386. pmid:34082284
- 67. Page MJ, Moher D, Bossuyt PM, Boutron I, Hoffmann TC, Mulrow CD, et al. PRISMA 2020 explanation and elaboration: updated guidance and exemplars for reporting systematic reviews. BMJ. 2021;372: n160. pmid:33781993
- 68. McGowan J, Sampson M, Salzwedel DM, Cogo E, Foerster V, Lefebvre C. PRESS Peer Review of Electronic Search Strategies: 2015 Guideline Statement. J Clin Epidemiol. 2016;75: 40–46. pmid:27005575
- 69. Kuoppala J, Lamminpää A, Husman P. Work health promotion, job well-being, and sickness absences—a systematic review and meta-analysis. J Occup Environ Med. 2008;50: 1216–1227. pmid:19001948
- 70. Ouzzani M, Hammady H, Fedorowicz Z, Elmagarmid A. Rayyan—a web and mobile app for systematic reviews. Syst Rev. 2016;5: 1–10.
- 71. Thomas BH, Ciliska D, Dobbins M, Micucci S. A process for systematically reviewing the literature: providing the research evidence for public health nursing interventions. Worldviews Evid Based Nurs. 2004;1: 176–184. pmid:17163895
- 72. Oude Hengel KM, Blatter BM, Joling CI, van der Beek AJ, Bongers PM. Effectiveness of an intervention at construction worksites on work engagement, social support, physical workload, and need for recovery: results from a cluster randomized controlled trial. BMC Public Health. 2012;12: 1008. pmid:23171354
- 73. Oude Hengel KM, Blatter BM, van der Molen HF, Bongers PM, van der Beek AJ. The effectiveness of a construction worksite prevention program on work ability, health, and sick leave: Results from a cluster randomized controlled trial. Scand J Work Environ Health. 2013;39: 456–467. pmid:23567980
- 74. Elo A-L, Ervasti J, Kuosma E, Mattila-Holappa P. Effect of a leadership intervention on subordinate well-being. J Manag Dev. 2014;33: 182–195.
- 75. Anger WK, Kyler-Yano J, Vaughn K, Wipfli B, Olson R, Blanco M. Total Worker Health Intervention for Construction Workers Alters Safety, Health, Well-Being Measures. J Occup Environ Med. 2018;60: 700–709. pmid:29389813
- 76. Guimaraes L, Ribeiro J, Saurin T, de Bittencourt P, de Macedo Guimaraes LB, Duarte Ribeiro JL, et al. Circadian Rhythms as a Basis for Work Organization: A Study With Live Line Electricians. Hum FACTORS. 2013;55: 204–217. pmid:23516802
- 77. Oude Hengel KM, Joling CI, Proper KI, Blatter BM, Bongers PM. A worksite prevention program for construction workers: design of a randomized controlled trial. BMC Public Health. 2010;10: 336. pmid:20546568
- 78. Cedstrand E, Nyberg A, Bodin T, Augustsson H, Johansson G. Study protocol of a co-created primary organizational-level intervention with the aim to improve organizational and social working conditions and decrease stress within the construction industry–a controlled trial. BMC Public Health. 2020;20: 424. pmid:32228509
- 79. Nielsen K, Randall R, Holten A-L, González ER. Conducting organizational-level occupational health interventions: What works? Work Stress. 2010;24: 234–259.
- 80. Nielsen K, Randall R, Nielsen K, Randall R. The importance of employee participation and perceptions of changes in procedures in a teamworking intervention. WORK STRESS. 2012;26: 91–111. pmid:22745519
- 81. Nielsen K, Noblet AJ. Organizational interventions: Where we are, where we go from here? 1st ed. Organizational interventions for health and wellbeing. 1st ed. London: Routledge/Taylor & Francis Group; 2018. p. 302.
- 82. Cedstrand E, Mølsted Alvesson H, Augustsson H, Bodin T, Bodin E, Nyberg A, et al. Co-creating an occupational health intervention within the construction industry in Sweden: stakeholder perceptions of the process and output. Int J Environ Res Public Health. 2021;18: 12872. pmid:34948487
- 83. Leduc C, Giga SI, Fletcher IJ, Young M, Dorman SC. Participatory Development Process of Two Human Dimension Intervention Programs to Foster Physical Fitness and Psychological Health and Well-Being in Wildland Firefighting. Int J Environ Res Public Health. 2021;18: 7118. pmid:34281055
- 84. von Thiele Schwarz U, Richter A, Hasson H. Getting Everyone on the Same Page. Organ Interv Health Well- Handb Evid-Based Pract. 2018; 3.
- 85. von Thiele Schwarz U, Nielsen K, Edwards K, Hasson H, Ipsen C, Savage C, et al. How to design, implement and evaluate organizational interventions for maximum impact: The Sigtuna Principles. Eur J Work Organ Psychol. 2021;30: 415–427. pmid:34518756
- 86. Tsutsumi A, Nagami M, Yoshikawa T, Kogi K, Kawakami N. Participatory intervention for workplace improvements on mental health and job performance among blue-collar workers: a cluster randomized controlled trial. J Occup Environ Med. 2009;51: 554–563. pmid:19365287
- 87. Chapman J, Roche AM, Duraisingam V, Ledner B, Finnane J, Pidd K. Exploring the relationship between psychological distress and likelihood of help seeking in construction workers: The role of talking to workmates and knowing how to get help. Work. 2020;67: 47–54. pmid:32955473
- 88. Kotera Y, Green P, Sheffield D. Mental health shame of UK construction workers: Relationship with masculinity, work motivation, and self-compassion. Rev Psicol Trab Las Organ. 2019;35: 135–143.
- 89. Robroek SJ, Van Lenthe FJ, Van Empelen P, Burdorf A. Determinants of participation in worksite health promotion programmes: a systematic review. Int J Behav Nutr Phys Act. 2009;6: 1–12.
- 90. Crisp DA, Griffiths KM. Participating in online mental health interventions: who is most likely to sign up and why? Depress Res Treat. 2014;2014. pmid:24804089
- 91. Lee N, Roche A, Duraisingam V, FJ A., Cameron J. Effective interventions for mental health in male-dominated workplaces. Ment Health Rev J. 2014;19: 237–250.
- 92. Hulls PM, Richmond RC, Martin RM, Chavez-Ugalde Y, de Vocht F. Workplace interventions that aim to improve employee health and well-being in male-dominated industries: a systematic review. Occup Environ Med. 2021; oemed-2020-107314. pmid:34035181
- 93. Biron C, Gatrell C, Cooper CL. Autopsy of a failure: Evaluating process and contextual issues in an organizational-level work stress intervention. Int J Stress Manag. 2010;17: 135–158.
- 94. Martin A, Karanika-Murray M, Biron C, Sanderson K. The Psychosocial Work Environment, Employee Mental Health and Organizational Interventions: Improving Research and Practice by Taking a Multilevel Approach. Stress Health. 2016;32: 201–215. pmid:25044861
- 95. Craig P, Dieppe P, Macintyre S, Michie S, Nazareth I, Petticrew M. Developing and evaluating complex interventions: the new Medical Research Council guidance. BMJ. 2008;337. pmid:18824488
- 96. Skivington K, Matthews L, Simpson SA, Craig P, Baird J, Blazeby JM, et al. A new framework for developing and evaluating complex interventions: update of Medical Research Council guidance. bmj. 2021;374. pmid:34593508
- 97. Gayed A, Milligan-Saville JS, Nicholas J, Bryan BT, LaMontagne AD, Milner A, et al. Effectiveness of training workplace managers to understand and support the mental health needs of employees: a systematic review and meta-analysis. Occup Environ Med. 2018;75: 462–470. pmid:29563195