Main activity trajectory clusters of unemployed people with partial work ability and cluster features.

BACKGROUND: The early identification of different subgroups of individuals with partial work ability is important for the development of appropriate and effective services in order to prevent exclusion from working life and prolongation of unemployment. AIMS: This study aimed to identify different main activity trajectory clusters of people with partial work ability before their participation in work ability support services and to examine sociodemographic, health, work ability and functioning features of the identified clusters. METHODS: The sample consisted of clients who had participated in the Finnish Work Ability Programme during 2020-2022. Using the main activity data spanning from 2005 to 2021, optimal matching was applied to examine the similarity between the participants' main activity trajectories. Second, using cluster analysis, participants were categorised into four main activity trajectory clusters. Finally, the sociodemographic, health, work ability and functioning features of clusters were examined. RESULTS: A total of 643 individuals participated in the study. Four clusters were identified: (a) early-onset retirement, (b) from studies to outside the workforce, (c) from employment to unemployment and (d) long-term employment. Individuals in the 'early-onset retirement' cluster had the best perceived work ability and functioning. Problems relating to health, work ability, functioning and well-being were highlighted in the 'from employment to unemployment' cluster. CONCLUSIONS: Unemployed individuals with partial work ability form a heterogeneous population who often have several different underlying reasons for decreased work ability. Multiple data sources are needed to identify the special characteristics and needs of the people with partial work ability.

The association between changes in functional capacity and work ability among unemployed individuals.

PURPOSE: Unemployment has multidimensional effects. This study investigated how the changes in functioning are associated with the changes in perceived work ability among unemployed people. METHODS: The participants were clients in projects funded by the European Social Fund (ESF) targeted for unemployed individuals. They answered a questionnaire covering work ability (Work Ability Score) and functioning (cognitive, psychological and social functioning, physical condition and everyday activities) and perceived health at the beginning and at the end of the project (mean follow-up 173 days). The study included data from unemployed respondents (N = 502) aged 19-64 years. RESULTS: Overall, during the follow-up, both work ability and different aspects of functioning improved, excluding physical condition. Changes in cognitive and psychological functioning, physical condition and everyday activities were significantly associated with the changes in work ability. The physical condition had the strongest association with the changes in work ability. Short unemployment time and especially good perceived health improved WAS over time. Age, gender and follow-up time were not associated with changes in work ability. CONCLUSIONS: Maintaining or improving health and functioning and shortening the length of unemployment appeared to be important issues in enhancing work ability and thus increasing re-employability potential.

Development and content validity of the Abilitator: a self-report questionnaire on work ability and functioning aimed at the population in a weak labour market position.

BACKGROUND: The unemployed have lower work ability and poorer health than the employed. This situation deteriorates when unemployment continues. The long-term unemployed often have co-morbidities and face many other challenges. This increases the need for a multidimensional assessment of work ability and functioning in different service settings. In this study, we describe the development and analyse the content validity of the Abilitator, a self-report questionnaire on work ability and functioning for those in a weak labour market position. METHODS: The Abilitator was developed in 2014-2017. Its construct was assessed by members of academic expert panels (n = 30), practical expert panels of professionals (n = 700) and target group clients (n = 28). The structure and the content of the questionnaire was co-developed in 29 workshops and adjusted twice based on the expert panels' feedback. The Abilitator was also implemented among target group clients (n = 3360) in different services and projects. During its development the Abilitator was linked to the International Classification of Functioning, Disability and Health (ICF). The content validation process followed the guidelines recommended by the Consensus-based Standards for the selection of health Measurement Instruments (COSMIN) panel. RESULTS: The construct of the Abilitator combines the multidimensional and biopsychosocial models of work ability and functioning. It also includes aspects of social inclusion and employability. It evaluates social, psychological, cognitive and physical functioning, and the ability to cope with everyday life. The content of these concepts was validated by the academic and practical expert panels. The Abilitator's 79 ICF codes covered 57% of the Generic, 77% of the Brief Vocational Rehabilitation, and 8% of the Minimal Environmental ICF Core Sets. When compared with the Work Ability Index (WAI) and the World Health Organization Disability Assessment Schedule (WHODAS 2.0), the direct equivalences of the ICF codes were 36 and 44%, respectively. CONCLUSION: The Abilitator sufficiently comprehensively covers the relevant aspects to enable the assessment of the overall work ability and functioning of the population in a weak labour market position.

Correction to: Development and content validity of the Abilitator: a self-report questionnaire on work ability and functioning aimed at the population in a weak labour market position.

It was highlighted that the original article [1] contained an ambiguity in the citation of Reference 2 in the Results section.

Do predictors of return to work and recurrence of work disability due to mental disorders vary by age? A cohort study.

BACKGROUND: The extent to which predictors of return to work (RTW) and recurrence of work disability episodes vary by age group is not well understood. METHODS: We examined the associations of sociodemographic and clinical factors with RTW and recurrence after mental-disorder-related work disability episodes in a cohort of 10,496 Finnish public sector employees. Disability records were derived from national disability registers between 2005 and 2011. Effect modification by age was examined in age groups of 21-34, 35-50 and >50 years. RESULTS: A total of 16,551 disability episodes from mental disorders were recorded. The likelihood of RTW was elevated in age group 21-34 (hazard ratio (HR) = 1.36, 95% confidence interval (CI) = 1.28-1.46) and 35-50 years (HR = 1.22, 95% CI = 1.18-1.26) compared to age group >50 years. The risk of a recurrent episode of work disability was higher in age groups >50 (HR = 1.29, 95% CI = 1.09-1.52) and 35-50 years (HR = 1.20, 95% CI = 1.03-1.41) compared to the youngest age group. Employees with depressive disorders were less likely to RTW than employees with neurotic, stress-related and somatoform disorders, and this difference increased with age. Low education was associated with increased risk of recurrent work disability episode in age groups of 50 years or younger, while no such association was observed in age group >50 years. CONCLUSIONS: The importance of depressive symptoms over neurotic, stress-related and somatoform disorders as predictors of delayed RTW increases with age, whereas educational differences in the recurrence of an episode diminish by age.

Attachment to employment and education before work disability pension due to a mental disorder among young adults.

BACKROUND: We examined attachment to employment and education among young adults before they were granted a fixed-term work disability pension due to psychiatric diagnosis, and the factors associated with this attachment. METHODS: The data comprised all persons aged 18-34 who received a new-onset fixed-term disability pension compensation due to a mental disorder in Finland in 2008 (N = 1163). The data were derived from pension applications and the enclosed medical records, and were linked to employment records from a period of three years before the disability pension. We analysed the factors associated with attachment to employment or education with log-binomial regression analysis. RESULTS: Fifty percent of the participants were attached to employment or education before work disability pension. The attached were more often women; had higher basic and vocational education; had mood disorder rather than psychosis diagnosis as a primary diagnosis; and had no record of harmful alcohol use or drug use, or recorded symptoms of mental disorders already at school-age. CONCLUSIONS: The level of attachment to employment or education before work disability pension is low among young adults with mental disorders and several risk factors predict poor attachment; severe or comorbid mental disorder, early-life psychiatric morbidity, substance use, male sex, low basic education, and lacking vocational education.

Clustering of adversity in young adults on disability pension due to mental disorders: a latent class analysis.

PURPOSE: Mental disorders are the leading cause of work disability among young adults. This study examined whether distinct classes could be identified among young adults on the basis of medical history before receiving a disability pension due to a mental disorder. METHODS: Medical history was obtained from pension applications and attached medical certificates for 1163 individuals aged 18-34 years who, in 2008, received a disability pension due to a mental disorder. Using latent class analysis, 10 clinical and individual adversities and their associations with sex, age and diagnostic category were examined. RESULTS: Three classes were identified: childhood adversity (prevalence, 33%), comorbidity (23%), and undefined (44%). The childhood adversity class was characterized by adverse events and symptoms reported during childhood and it associated with depressive disorders. The comorbidity class was characterized by comorbid mental disorders, suicide attempts and substance abuse and associated with younger age and bipolar disorder. The undefined class formed no distinct profile; individuals in this class had the lowest number of adversities and it associated with psychotic disorders. CONCLUSIONS: The identification of subgroups characterized by childhood circumstances and comorbidity may help planning of prevention and support practices for young adults with mental disorders and risk of work disability.

Job strain and the risk of stroke: an individual-participant data meta-analysis.

BACKGROUND AND PURPOSE: Psychosocial stress at work has been proposed to be a risk factor for cardiovascular disease. However, its role as a risk factor for stroke is uncertain. METHODS: We conducted an individual-participant-data meta-analysis of 196 380 males and females from 14 European cohort studies to investigate the association between job strain, a measure of work-related stress, and incident stroke. RESULTS: In 1.8 million person-years at risk (mean follow-up 9.2 years), 2023 first-time stroke events were recorded. The age- and sex-adjusted hazard ratio for job strain relative to no job strain was 1.24 (95% confidence interval, 1.05;1.47) for ischemic stroke, 1.01 (95% confidence interval, 0.75;1.36) for hemorrhagic stroke, and 1.09 (95% confidence interval, 0.94;1.26) for overall stroke. The association with ischemic stroke was robust to further adjustment for socioeconomic status. CONCLUSION: Job strain may be associated with an increased risk of ischemic stroke, but further research is needed to determine whether interventions targeting job strain would reduce stroke risk beyond existing preventive strategies.

Components of job control and mortality: the Finnish Public Sector Study.

OBJECTIVES: Recent research from industrial employees suggests the components of job control might be differently associated with mortality; high skill discretion with lower but high decision authority with higher mortality. This observation has not been confirmed in other cohorts. METHODS: The purpose of this study is to further examine the association of skill discretion and decision authority with all-cause and cause-specific mortality in an independent cohort of 60,202 public sector employees from the Finnish Public Sector study by stratifying analyses by sex and socioeconomic status. RESULTS: High skill discretion and high decision authority were associated with lower all-cause mortality rates in white-collar women. By contrast, high decision authority was associated with higher all-cause mortality rates in blue-collar women. No robust association between skill discretion, decision authority and mortality was observed among men. There were no robust associations with cause-specific mortality rates. CONCLUSIONS: These results suggest that the associations between components of job control and mortality are mixed and may vary depending on sex and socioeconomic status.

Is a single item stress measure independently associated with subsequent severe injury: a prospective cohort study of 16,385 forest industry employees.

BACKGROUND: A previous review showed that high stress increases the risk of occupational injury by three- to five-fold. However, most of the prior studies have relied on short follow-ups. In this prospective cohort study we examined the effect of stress on recorded hospitalised injuries in an 8-year follow-up. METHODS: A total of 16,385 employees of a Finnish forest company responded to the questionnaire. Perceived stress was measured with a validated single-item measure, and analysed in relation recorded hospitalised injuries from 1986 to 2008. We used Cox proportional hazard regression models to examine the prospective associations between work stress, injuries and confounding factors. RESULTS: Highly stressed participants were approximately 40% more likely to be hospitalised due to injury over the follow-up period than participants with low stress. This association remained significant after adjustment for age, gender, marital status, occupational status, educational level, and physical work environment. CONCLUSIONS: High stress is associated with an increased risk of severe injury.

Examination of the structural components of the Abilitator-A self-report questionnaire on work ability and functioning aimed at the population in a weak labour market position.

OBJECTIVES: According to the Consensus-based Standards for the selection of health Measurement Instruments (COSMIN) panel, structural validity describes how well Patient-Reported Outcome Measures' (PROM) scores reflect the dimensions of the measured construct. The main purpose of this study was to examine the structural components of the Abilitator, a co-developed self-report questionnaire on work ability and functioning for the population in a weak labour market position. METHODS: We examined to what extent the Abilitator has reflective and formative elements in its five summary scales: "C. Inclusion", "D. Mind", "E. Everyday life", "F. Skills", and "G. Body". The Abilitator data sample (n = 4555, men 51%, mean age 37 years) was collected in 2017-2022 by the Finnish Institute of Occupational Health in cooperation with the European Social Fund Priority 5 projects in which the participants have multiple challenges to gain employment. For the structural components and validity analysis we implemented both Confirmatory Factor Analysis (CFA) and Exploratory Factor Analysis (EFA). RESULTS: Based on the COSMIN criteria for structural validity, the Abilitator reached approximate model fit with CFA when we analysed the different concepts of the questionnaire separately rather than in one unified model. An exception was "E. Everyday life" which was a formative summary scale, and it did not reach approximate fit. EFA showed that the items in the Abilitator's summary scales loaded on ten factors. CONCLUSIONS: The Abilitator had both reflective and formative elements in its structure. It reached structural validity in those separate concepts that were based on a reflective model. This study revealed interesting connections between different aspects of the Abilitator and produced valuable information for further modification of the questionnaire.

Job strain as a risk factor for coronary heart disease: a collaborative meta-analysis of individual participant data.

BACKGROUND: Published work assessing psychosocial stress (job strain) as a risk factor for coronary heart disease is inconsistent and subject to publication bias and reverse causation bias. We analysed the relation between job strain and coronary heart disease with a meta-analysis of published and unpublished studies. METHODS: We used individual records from 13 European cohort studies (1985-2006) of men and women without coronary heart disease who were employed at time of baseline assessment. We measured job strain with questions from validated job-content and demand-control questionnaires. We extracted data in two stages such that acquisition and harmonisation of job strain measure and covariables occurred before linkage to records for coronary heart disease. We defined incident coronary heart disease as the first non-fatal myocardial infarction or coronary death. FINDINGS: 30,214 (15%) of 197,473 participants reported job strain. In 1·49 million person-years at risk (mean follow-up 7·5 years [SD 1·7]), we recorded 2358 events of incident coronary heart disease. After adjustment for sex and age, the hazard ratio for job strain versus no job strain was 1·23 (95% CI 1·10-1·37). This effect estimate was higher in published (1·43, 1·15-1·77) than unpublished (1·16, 1·02-1·32) studies. Hazard ratios were likewise raised in analyses addressing reverse causality by exclusion of events of coronary heart disease that occurred in the first 3 years (1·31, 1·15-1·48) and 5 years (1·30, 1·13-1·50) of follow-up. We noted an association between job strain and coronary heart disease for sex, age groups, socioeconomic strata, and region, and after adjustments for socioeconomic status, and lifestyle and conventional risk factors. The population attributable risk for job strain was 3·4%. INTERPRETATION: Our findings suggest that prevention of workplace stress might decrease disease incidence; however, this strategy would have a much smaller effect than would tackling of standard risk factors, such as smoking. FUNDING: Finnish Work Environment Fund, the Academy of Finland, the Swedish Research Council for Working Life and Social Research, the German Social Accident Insurance, the Danish National Research Centre for the Working Environment, the BUPA Foundation, the Ministry of Social Affairs and Employment, the Medical Research Council, the Wellcome Trust, and the US National Institutes of Health.

Associations between the Abilitator, a self-reported measurement tool of work ability and functioning, and national register-based indicators of health and employment.

OBJECTIVES: The Abilitator is a recently developed self-reported measurement tool for work ability and functioning of people in a weak labour market position. The aim of this study was to describe how self-reported information gathered with the Abilitator corresponds to information drawn from national registers. DESIGN, SETTING AND PARTICIPANTS: Participants (n=669, mean age 44 years, 55% women) took part in the Work Ability Programme (2020-2023) that provided services for unemployed people with reduced work ability. They filled in the Abilitator questionnaire at the start of the service. Register-based data on participants' health, income and received benefits was drawn from national registers. We evaluated how the different types of indicators concurred. RESULTS: Statistically significant correlations (from weak to moderate) were found between different domains of the Abilitator and register-based data. Also, participants' health status (information on mental health or musculoskeletal disorders) was displayed coherently in the results of the Abilitator. Overall, diagnosed mental health disorders distinguished participants' Abilitator responses more strongly than diagnosed musculoskeletal disorders. CONCLUSIONS: These findings provide further evidence on the applicability of the Abilitator as an instrument to evaluate work ability and functioning of people outside the work force.

Differential associations of job control components with mortality: a cohort study, 1986-2005.

Inconsistent evidence of the hypothesized favorable effects of high job control on health may have resulted from a failure to treat job control as a multifactor concept. The authors studied whether the 2 components of job control, decision authority and skill discretion, were differentially associated with cause-specific mortality in 13,510 Finnish forest company employees with no history of severe illness. Surveys on work characteristics were carried out in 1986 and 1996, and the respondents were followed up until the end of 2005 by use of the Statistics Finland National Death Registry. During a mean follow-up of 15.5 years, 981 participants died. In the analyses adjusted for confounders, employees with high and intermediate levels of skill discretion had a lower all-cause mortality risk than those with low skill discretion, with hazard ratios of 0.84 (95% confidence interval (CI): 0.69, 1.02) and 0.81 (95% CI: 0.69, 0.96), respectively. In contrast, high decision authority was associated with elevated risks of all-cause, cardiovascular, and alcohol-related mortality, with hazard ratios of 1.28 (95% CI: 1.06, 1.54), 1.49 (95% CI: 1.11, 2.02), and 2.03 (95% CI: 1.03, 4.00), respectively. The results suggest that job control is not an unequivocal concept in relation to mortality; decision authority and skill discretion show different and to some extent opposite associations.

Job strain as a risk factor for leisure-time physical inactivity: an individual-participant meta-analysis of up to 170,000 men and women: the IPD-Work Consortium.

Unfavorable work characteristics, such as low job control and too high or too low job demands, have been suggested to increase the likelihood of physical inactivity during leisure time, but this has not been verified in large-scale studies. The authors combined individual-level data from 14 European cohort studies (baseline years from 1985-1988 to 2006-2008) to examine the association between unfavorable work characteristics and leisure-time physical inactivity in a total of 170,162 employees (50% women; mean age, 43.5 years). Of these employees, 56,735 were reexamined after 2-9 years. In cross-sectional analyses, the odds for physical inactivity were 26% higher (odds ratio = 1.26, 95% confidence interval: 1.15, 1.38) for employees with high-strain jobs (low control/high demands) and 21% higher (odds ratio = 1.21, 95% confidence interval: 1.11, 1.31) for those with passive jobs (low control/low demands) compared with employees in low-strain jobs (high control/low demands). In prospective analyses restricted to physically active participants, the odds of becoming physically inactive during follow-up were 21% and 20% higher for those with high-strain (odds ratio = 1.21, 95% confidence interval: 1.11, 1.32) and passive (odds ratio = 1.20, 95% confidence interval: 1.11, 1.30) jobs at baseline. These data suggest that unfavorable work characteristics may have a spillover effect on leisure-time physical activity.

Sustainable employability in Supported Employment and IPS interventions in the context of the characteristics of work and perspectives of the employers: a scoping review protocol.

INTRODUCTION: The sustainable employment outcomes and cost-effectiveness of Supported Employment (SE) and Individual Placement and Support (IPS) have been well reported. Research has also focused on various target groups, compliance with the quality criteria for the implementation of the SE/IPS method in diverse work life and social security contexts. However, the impact of employers' interests and the quality and opportunities of jobs or the work itself for sustainable working careers have not been studied extensively. The objective of the proposed scoping review is to systematically explore what is known about sustainable employability in SE and IPS interventions in the context of the characteristics of work and perspectives of the employers. METHODS AND ANALYSES: The scoping review methodological framework by Arksey and O'Malley and its recently enhanced versions are used as guidelines in this study. The literature search, which was conducted in Medline, Scopus, PsycINFO, the Cumulative Index to Nursing and Allied Health Literature, and Social Science Premium Collection (ProQuest), identified a total of 2706 articles after the removal of duplicates. Key findings of selected studies will be charted, analysed and reported. ETHICS AND DISSEMINATION: The study does not require ethics approval, as the data are collected from secondary sources. The final version of the scoping review will be published in a peer-reviewed academic journal. Findings of the review will be used in the upcoming ethnographic observation at work study, which is part of the Finnish Work Ability Programme Evaluation Study (2020-2023).

Intrarater reliability of the Abilitator-a self-report questionnaire on work ability and functioning aimed at the population in a weak labour market position: a test-retest study.

OBJECTIVES: The Abilitator is a patient-reported outcome measure (PROM) of work ability and functioning of those in a weak labour market position. It covers items for work ability and self-rated health, for example, and summary scales for social, psychological, cognitive and physical functioning, as well as everyday skills. The aim of this study was to evaluate the intrarater test-retest reliability, internal consistency and basic psychometric properties of the Finnish version of the Abilitator. DESIGN, SETTING AND OUTCOME: The test-retest study was conducted in European Social Fund projects in 2018-2019. The participants completed two Abilitator questionnaires over 7-14 days. The internal consistency analysis was based on data collected in 2017-2019 in services for the long-term unemployed. The reliability was assessed using correlations (r, rs , intraclass correlation coefficient (ICC)), agreement with Bland-Altman analysis and internal consistency with Cronbach's alpha. PARTICIPANTS: The test-retest study had 67 participants (52% men, mean age 43.9 years) and the internal consistency study 10 923 (48% men, mean age 38.58 years), respectively. Of all the participants, 80% had been unemployed for over a year. RESULTS: The test-retest r or rs ranged from 0.71 to 0.93 and ICC from 0.74 to 0.93 for the items and summary scales. An exception was the life satisfaction item, with an rs of 0.60 and ICC of 0.45. A statistically significant difference was observed in the summary scale for social functioning (t=-2.01, p=0.049). Agreement was observed for all variables except social functioning. Alphas for summary scales ranged from 0.74 to 0.91. CONCLUSIONS: The Finnish version of the Abilitator is a reliable PROM for the target group and has acceptable to excellent intrarater test-retest reliability and internal consistency, apart from the life satisfaction item. Further testing is needed for the social functioning summary scale.

Psychosocial work environment as a risk factor for absence with a psychiatric diagnosis: an instrumental-variables analysis.

Recent reviews show that self-reported psychosocial factors related to work, such as job demands and job control, are associated with employee mental health, but it is not known whether this association is attributable to reporting bias. The authors examined this question using objectively measured hospital ward overcrowding as an instrument. The extent of overcrowding provided a strong instrument for self-reported job demands but not for job control, and it was used to examine unbiased associations between self-reported job demands and sickness absence with a psychiatric diagnosis among 2,784 female nurses working in somatic illness wards in Finland. During the 12-month follow-up period (2004-2005), 102 nurses had an absence with a psychiatric diagnosis, 33 with a diagnosis of depressive disorder. Both greater extent of overcrowding and higher self-reported job demands were associated with increased risk of psychiatric absence. The latter association was stronger but less precisely estimated in an instrumental-variables analysis which took into account only the variation in self-reported job demands that was explained by overcrowding. Repeating these analyses with absence due to depressive disorders as the outcome led to similar results. Findings from this instrumental-variables analysis support the status of high self-reported job demands as a risk factor for absence with a psychiatric diagnosis.

Labor Market Participation Before and After Long-Term Part-Time Sickness Absence in Finland: A Population-Based Cohort Study.

OBJECTIVE: To examine trends in labor market participation among those with long-term part-time or long-term full-time sickness absence. METHODS: Finnish population-based cohort study including 3406 individuals with greater than 30-day part-time sickness absence in 2011 and 42,944 individuals with greater than 30-day full-time sickness absence in 2011. RESULTS: Compared to previous years, the rates of sickness absence and vocational rehabilitation increased after 2011 in both groups. Sickness absence rate was higher in 2012 in the full-time sickness absence group than in the part-time sickness absence group. An increasing trend in unemployment after 2011 was observed in both groups, but the absolute level of unemployment was higher in the full-time sickness absence group. CONCLUSION: Long-term part-time sickness absence seems to mark a decline in labor market participation, but the decline is smaller than that in employees with full-time sickness absence.

Predictors of employment in young adults with psychiatric work disability.

AIM: Mental disorders are the leading cause of work disability among young adults in the industrialized world. Factors predicting employment after long-term psychiatric work disability are largely unknown. METHODS: We linked personal and clinical information from the benefit applications and medical certificates of 1163 young adults (18-34 years) with a new-onset fixed-term psychiatric disability pension in 2008 with employment records between 2005 and 2013. The outcomes were starting employment during and being employed at the end of follow-up. RESULTS: Of the participants, 48% had been employed during and 22% were employed at the end of follow-up. Sustained employment history, university education (master's degree) and no recorded psychological symptoms in childhood were associated with both subsequent employment outcomes. Women and participants under 25 years were more likely to start employment. Depression and other mental disorders (vs psychotic diagnose) and having no comorbid mental disorders or substance abuse were associated with employment at the end of follow-up. CONCLUSIONS: Sustained employment history, university education and no recorded psychological symptoms during childhood predict a return to employment among young adults after a fixed-term psychiatric work disability pension. Pro-active interventions in psychological problems during childhood could enhance employment after a period of work disability.