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There is a lack of large-scale studies exploring labor market marginalization (LMM) among individuals diagnosed with bipolar disorder (BD). We aimed to investigate the association of BD with subsequent LMM in Sweden, and the effect of sex on LMM in BD.
Methods
Individuals aged 19–60 years living in Sweden with a first-time BD diagnosis between 2007 and 2016 (n = 25 231) were followed from the date of diagnosis for a maximum of 14 years. Risk of disability pension (DP), long-term sickness absence (SA) (>90 days), and long-term unemployment (>180 days) was compared to a matched comparison group from the general population, matched 1:5 on sex and birth year (n = 126 155), and unaffected full siblings (n = 24 098), using sex-stratified Cox regression analysis, yielding hazard ratios (HRs) with 95% confidence intervals (CIs).
Results
After adjusting for socioeconomic factors, baseline labor market status, and comorbid disorders, individuals with BD had a significantly higher risk of DP compared to the general population (HR = 16.67, 95% CI 15.33–18.13) and their unaffected siblings (HR = 5.54, 95% CI 4.96–6.18). Individuals with BD were also more likely to experience long-term SA compared to the general population (HR = 3.19, 95% CI 3.09–3.30) and their unaffected siblings (HR = 2.83, 95% CI 2.70–2.97). Moreover, individuals diagnosed with BD had an elevated risk of long-term unemployment relative to both comparison groups (HR range: 1.75–1.78). Men with BD had a higher relative risk of SA and unemployment than women. No difference was found in DP.
Conclusions
Individuals with BD face elevated risks of LMM compared to both the general population and unaffected siblings.
Work-related stress is a major occupational health and safety (OHS) issue that has industrial relations origins. Aside from the moral and human rights imperatives to improve the corporate climate for worker psychological health (as per psychosocial safety climate, PSC), there are strong economic costs for not doing so. PSC refers to worker perceptions of the corporate safety system to protect and promote workers’ psychological health and wellbeing. It is a leading indicator of working conditions, which in turn affect workers’ health and work engagement. In this study, we estimate the attributable economic cost of low PSC due to sickness absence and turnover. Data were collected from a multinational company using survey at Time 1 (T1) and objective company data (i.e., sickness absence and turnover) after one year (T2). Using regression analysis and a matched sample of 617 responses, PSC was negatively related to future sickness absence. A binomial logistic regression with 1268 respondents (i.e., all responses at T1) showed that PSC was negatively related to future voluntary turnover. An economic analysis suggests that improving OHS via PSC could save an organisation with 5000 employees USD 0.6–2.7 million per year. Building PSC to protect and promote workers’ psychological health is a likely economic saving on organisational productivity.
Police employees may experience high levels of stress due to the challenging nature of their work which can then lead to sickness absence. To date, there has been limited research on sickness absence in the police. This exploratory analysis investigated sickness absence in UK police employees.
Methods
Secondary data analyses were conducted using data from the Airwave Health Monitoring Study (2006–2015). Past year sickness absence was self-reported and categorised as none, low (1–5 days), moderate (6–19 days) and long-term sickness absence (LTSA, 20 or more days). Descriptive statistics and multinomial logistic regressions were used to examine sickness absence and exploratory associations with sociodemographic factors, occupational stressors, health risk behaviours, and mental health outcomes, controlling for rank, gender and age.
Results
From a sample of 40,343 police staff and police officers, forty-six per cent had no sickness absence within the previous year, 33% had a low amount, 13% a moderate amount and 8% were on LTSA. The groups that were more likely to take sick leave were women, non-uniformed police staff, divorced or separated, smokers and those with three or more general practitioner consultations in the past year, poorer mental health, low job satisfaction and high job strain.
Conclusions
The study highlights the groups of police employees who may be more likely to take sick leave and is unique in its use of a large cohort of police employees. The findings emphasise the importance of considering possible modifiable factors that may contribute to sickness absence in UK police forces.
Benzodiazepines and related drugs (BZDRs) are widely used in the treatment of anxiety and sleep disorders, but cognitive adverse effects have been reported in long-term use, and these may increase the risk of labor market marginalization (LMM). The aim of this study was to investigate whether the risk of LMM is associated with new long-term BZDR use compared to short-term use.
Methods
This register-based nationwide cohort study from Finland included 37,703 incident BZDR users aged 18–60 years who initiated BZDR use in 2006. During the first year of use, BZDR users were categorized as long-term users (≥180 days) versus short-term users based on PRE2DUP method. The main outcome was LMM, defined as receipt of disability pension, long-term sickness absence (>90 days), or long-term unemployment (>180 days). The risk of outcomes was analyzed with Cox regression models, adjusted with sociodemographic background, somatic and psychiatric morbidity, other types of medication and previous sickness absence.
Results
During 5 years of follow-up, long-term use (34.4%, N = 12,962) was associated with 27% (adjusted Hazard Ratio, aHR 1.27, 95% CI 1.23–1.31) increased risk of LMM compared with short-term use. Long-term use was associated with 42% (aHR 1.42, 95% CI 1.34–1.50) increased risk of disability pension and 26% increased risk of both long-term unemployment and long-term sickness absence.
Conclusions
These results indicate that long-term use of BZDRs is associated with increased risk of dropping out from labor market. This may be partly explained by cognitive adverse effects of prolonged BZDR use, which should be taken into account when prescribing BZDRs.
Although of potentially great value for supporting employees in balancing health and performance, our current understanding of how individuals make decisions to attend or not to attend work when they are experiencing ill-health is non-existent. We have a comprehensive understanding of the range of factors that may impact on presenteeism behavior, but that stops short at the decision-making process that takes place before presenteeism is enacted. In this chapter, we propose a model of presenteeism decision-making, which encapsulates both absenteeism and presenteeism as potential outcomes of the same decision process. Building on the literatures relating to decision-making, sickness presenteeism, health behavior, and organizational behavior, we outline the key decision-making principles and steps that can shape presenteeism decisions and thus presenteeism behavior. This model offers the basis for understanding what interventions may be appropriate to help optimize attendance decisions, support functional presenteeism, and more effectively support employee health and productivity.
This article addresses three main issues: the relationship between commute time and sickness absence, the heterogeneity of the commuting–absenteeism effect between rural migrants and urban citizens, and the effect of China’s Hukou system on the commuting–absenteeism effect. It applies a unique set of employer–employee matched data in China and a zero-inflated negative binomial model. We find clear evidence that a longer commuting time contributes to an increase in sickness absence. The heterogeneity of the commuting–absenteeism effect can also be confirmed: longer commuting leads to higher absence rates for urban citizens but not for rural migrants. Furthermore, we explore the effect of commuting on a set of health-related outcomes. The estimations demonstrate that commuting time has a significant impact on health-related outcomes for both migrants and urban citizens, but unequal access to housing provision and to social health insurance in the Hukou system may mean that rural migrants resort to more informal medical services and thus lack access to the official sickness certificate required to seek legal sickness absence. We recommend accelerated reform of the Hukou system to encourage rural workers to seek appropriate and timely medical services, thereby reducing public health risks.
Research on sickness absence has typically focussed on single diagnoses, despite increasing recognition that long-term health conditions are highly multimorbid and clusters comprising coexisting mental and physical conditions are associated with poorer clinical and functional outcomes. The digitisation of sickness certification in the UK offers an opportunity to address sickness absence in a large primary care population.
Methods
Lambeth Datanet is a primary care database which collects individual-level data on general practitioner consultations, prescriptions, Quality and Outcomes Framework diagnostic data, sickness certification (fit note receipt) and demographic information (including age, gender, self-identified ethnicity, and truncated postcode). We analysed 326 415 people's records covering a 40-month period from January 2014 to April 2017.
Results
We found significant variation in multimorbidity by demographic variables, most notably by self-defined ethnicity. Multimorbid health conditions were associated with increased fit note receipt. Comorbid depression had the largest impact on first fit note receipt, more than any other comorbid diagnoses. Highest rates of first fit note receipt after adjustment for demographics were for comorbid epilepsy and rheumatoid arthritis (HR 4.69; 95% CI 1.73–12.68), followed by epilepsy and depression (HR 4.19; 95% CI 3.60–4.87), chronic pain and depression (HR 4.14; 95% CI 3.69–4.65), cardiac condition and depression (HR 4.08; 95% CI 3.36–4.95).
Conclusions
Our results show striking variation in multimorbid conditions by gender, deprivation and ethnicity, and highlight the importance of multimorbidity, in particular comorbid depression, as a leading cause of disability among working-age adults.
The impact of obsessive–compulsive disorder (OCD) on objective indicators of labour market marginalisation has not been quantified.
Methods
Linking various Swedish national registers, we estimated the risk of three labour market marginalisation outcomes (receipt of newly granted disability pension, long-term sickness absence and long-term unemployment) in individuals diagnosed with OCD between 2001 and 2013 who were between 16 and 64 years old at the date of the first OCD diagnosis (n = 16 267), compared with matched general population controls (n = 157 176). Hazard ratios (HR) with 95% confidence intervals (CI) were calculated using Cox regression models, adjusting for a number of covariates (e.g. somatic disorders) and stratifying by sex. To adjust for potential familial confounders, we further analysed data from 7905 families that included full siblings discordant for OCD.
Results
Patients were more likely to receive at least one outcome of interest [adjusted HR = 3.63 (95% CI 3.53–3.74)], including disability pension [adjusted HR = 16.36 (95% CI 15.34–17.45)], being on long-term sickness absence [adjusted HR = 3.07 (95% CI 2.95–3.19)] and being on long-term unemployment [adjusted HR = 1.72 (95% CI 1.63–1.82)]. Results remained similar in the adjusted sibling comparison models. Exclusion of comorbid psychiatric disorders had a minimal impact on the results.
Conclusions
Help-seeking individuals with OCD diagnosed in specialist care experience marked difficulties to participate in the labour market. The findings emphasise the need for cooperation between policy-makers, vocational rehabilitation and mental health services in order to design and implement specific strategies aimed at improving the patients’ participation in the labour market.
Background: In Japan, cognitive behavioural therapy (CBT) has been introduced in the ‘Rework Programme’, but its impact on return to work (RTW) has not been fully clarified. Aims: This pilot study investigated the initial efficacy of a work-focused cognitive behavioural group therapy (WF-CBGT) for Japanese workers on sick leave due to depression. Method: Twenty-three patients on leave due to depression were recruited from a mental health clinic. WF-CBGT including behavioural activation therapy, cognitive therapy, and problem-solving therapy techniques was conducted for eight weekly 150-minute sessions. Participants completed questionnaires on depression and anxiety (Kessler-6), social adaptation (Social Adaptation Self-Evaluation Scale), and difficulty in RTW (Difficulty in Returning to Work Inventory) at pre- and post-intervention time points. Rates of re-instatement after the intervention were examined. Results: One participant dropped out, but 22 participants successfully completed the intervention. All scale scores significantly improved after intervention and, except for difficulty in RTW related to physical fitness, all effect sizes were above the moderate classification. All participants who completed the intervention succeeded in RTW. Conclusions: Results suggested the possibility that WF-CBGT may be a feasible and promising intervention for Japanese workers on leave due to depression regardless of cross-cultural differences, but that additional research examining effectiveness using controlled designs and other samples is needed. Future research should examine the efficacy of this programme more systematically to provide relevant data to aid in the continued development of an evidence-based intervention.
To report the types and duration of sickness certification for different common mental disorders (CMDs) and the prevalence of GP advice aimed at returning the patient to work.
Background
In the United Kingdom, common mental health problems, such and depression and stress, have become the main reasons for patients requesting a sickness certificate to abstain from usual employment. Increasing attention is being paid to mental health and its impact on employability and work capacity in all parts of the welfare system. However, relatively little is known about the extent to which different mental health diagnoses impact upon sickness certification outcomes, and how the GP has used the new fit note (introduced in 2010) to support a return to work for patients with mental health diagnoses.
Methods
Sickness certification data was collected from 68 UK-based general practices for a period of 12 months.
Findings
The study found a large part of all sickness absence certified by GPs was due to CMDs (29% of all sickness absence episodes). Females, younger patients and those living in deprived areas were more likely to receive a fit note for a CMD (compared with one for a physical health problem). The highest proportion of CMD fit notes were issued for ‘stress’. However, sickness certification for depression contributed nearly half of all weeks certified for mental health problems. Only 7% of CMD fit notes included any ‘may be fit’ advice from the GP, with type of advice varying by mental health diagnostic category. Patients living in the most socially deprived neighbourhoods were less likely to receive ‘may be fit’ advice on their CMD fit notes.
The purpose of this article is to contribute to knowledge about workplace-based prevention and rehabilitation programs by investigating effects on outcomes concerning employee health, psychosocial working conditions, sickness absence, sick-cases and rehabilitation indicators in 19 Swedish public human service workplaces including 311 individuals. Interviews with middle managers and an examination of documentation about prevention and rehabilitation interventions at the workplaces made it possible to group the workplaces in two workplace program groups — high versus low quality workplace-based prevention and rehabilitation programs. Statistical methods used were reliability tests, correlation analyses and t tests. Results indicate significant associations between changes in employee-judged stress and psychosocial working conditions, and changes in employee-judged health. The results concerning changes in employees’ health, stress and psychosocial working conditions (after workplace-based programs) showed significant differences between workplaces with high quality workplace-based programs compared with workplaces with low quality workplace-based programs, with the former having more favourable results. The study indicates that workplace-based prevention and rehabilitation programs with a broad change strategy and high levels of management and employee involvement can apply to small public sector workplaces.
Our aim was to compare the return-to-work rates between individuals supported by their GP plus workplace health advisers (intervention group) and those supported by their GP alone.
Background
Workplace sickness absence places a significant cost burden on individuals and the wider economy. Previous research shows better outcomes for individuals if they are supported while still in employment, or have been on sick leave for four weeks or less. Those helped back to work at an early stage are more likely to remain at work. A non-medicalised case-managed approach appears to have the best outcomes and can prevent or reduce the slide onto out-of-work benefits, but UK literature on its effectiveness is sparse.
Methods
The design was a feasibility-controlled trial in which participants were sickness absentees, or presentees in employment with work-related health problems. Individuals completed health status measures (SF-36; EQ-5D) and a Job Content Questionnaire at baseline and again at four-month follow-up.
Findings
In the intervention group, 29/60 participants completed both phases of the trial. GP practices referred two control patients, and, despite various attempts by the research team, GPs failed to engage with the trial. This finding is of concern, although not unique in primary care research. In earlier studies, GPs reported a lack of knowledge and confidence in dealing with workplace health issues. Despite this, we report interesting findings from the case-managed group, the majority of whom returned to work within a month. Age and length of sickness absence at recruitment were better predictors of return-to-work rates than the number of case-managed contacts. The traditional randomised controlled trial approach was unsuitable for this study. GPs showed low interest in workplace sickness absence, despite their pivotal role in the process. This study informed a larger Department for Work and Pensions study of case-managed support.
This study examined the relationship between sickness absence from work, loss of the benefits of employment, and depression in injured workers. A sample of 112 clients of Australian occupational rehabilitation service providers were the participants: (men = 56; women = 56; mean age = 45.25 years, SD = 10.34). Each had a chronic (>3 months) work-related musculoskeletal injury; 49% were sickness absent (n = 55) and 51% were partially fit and performing modified duties (n = 57). All completed self-report measures of the nature and duration of sickness absence, access to the benefits of employment, and severity of depression symptoms. Bootstrapping mediational analyses found that the relationship between duration of sickness absence and depression was fully mediated by financial strain and psychosocial benefits of employment. Financial strain was also the strongest predictor of depression in circumstances of sickness absence, but collective purpose was the strongest predictor when modified duties were being performed. These findings support injury management policies aimed at minimising injured workers' social and physical separation from the workplace and assisting sickness absent workers to maintain connections with their work team.
Previous studies of risk factors for sickness absence (SA) focus primarily on psychosocial and work environmental exposures. The aim of this study was to investigate the relative contribution of genetic influences on SA among women and men. The population-based study sample of Swedish twins (34,547) included 13,743 twin pairs of known zygosity, 3,495 monozygotic, 5,073 same-sexed dizygotic, and 5,175 opposite sexed. The point prevalence of long-term SA (≥15 days) in each zygosity and sex group was calculated. The risk of SA was estimated as an odds ratio (OR) with 95% confidence intervals (CI) where the odds for twins on SA to have a co-twin on SA was compared to the OR for SA in twins whose co-twin were not sickness absent. Intrapair correlations and probandwise concordance rates were calculated and standard biometrical genetic model-fitting methods were used to estimate the heritability of SA. The prevalence of SA was 8.8% (women 10.7%; men 6.5%). Intrapair similarity was higher among monozygotic than dizygotic twin pairs. The best-fitting model showed no sex differences in genetic effects or variance components contributing to SA. The heritability estimate was 36% (95% CI: 35–40%). Results suggest genetic contribution to the variation of SA and that environmental factors have an important role, for women and men. As SA seem to be influenced by genetic factors, future studies of associations between risk factors and SA should consider this potentially confounding effect.
For many years Sweden has experienced high rates of sickness absence among employees. Sickness absence is often regarded as an indicator of health in a population, with low rates of absence associated with good health and high degrees of absence associated with poor health. The aim of this article is to examine this hypothesis — that the high rates of sickness absence in Sweden is an indicator of poor health. Sickness absence and health data was obtained from official government statistics in order to compare Sweden with six other European countries and a number of health-related variables. The hypothesis was not supported by the results of this study. While Sweden has a high rate of sickness absence, it ranks highly on a range of health variables when compared to other European countries. Instead, sickness absence may be more strongly associated with rates of unemployment. In times of high unemployment, sickness absence is low, and in times low unemployment, sickness absence is high. While public health programs are essential components of primary health care initiatives, the evidence from this study indicates that they are unlikely to have significant impact on sickness absence in Sweden. Instead more effort should be made to intervene early following sickness absence through providing timely vocational rehabilitation and disability management programs.
The aim of the study was to evaluate the impact of hygiene routines and characteristics of the daycare centre (DCC) on sickness absence in preschool children.
Background
In Sweden most children attend daycare outside home during daytime. Daycare outside home results in cognitive and social gains for the children, but it also increases the risk of infectious symptoms. About 17%–30% of the respiratory tract infections in preschool children are due to the daycare stay. Factors of importance for sickness absence in DCC have been studied earlier but no study has had a broader focus on routines and daycare characteristics at the same.
Methods
In 2003–2004 a national sample of 138 DCCs were visited by a study nurses who assisted in filling in a questionnaire on hygiene routines and daycare characteristics. Thereafter the DCC reported sickness absence on group level during two weeks in the autumn and two weeks in the spring.
Findings
Sickness absence was about 10% both in the autumn and in the spring. Only about 10% of the DCC had written rules about hand washing in children but almost all had unwritten rules. More than 50 children at the DCC and no regular contact with the child health centres were found to be of significant importance for sickness absence using a multiple logistic regression model.
This paper studies the relationship between sickness absence and spousal retirement. Swedish panel data have been used to estimate the effects of both old-age retirement and disability retirement on average sickness absence during 1996 to 2001 for men and women. Spousal old-age retirement significantly increases female average long-term sickness absence by approximately one week per year, while spousal disability retirement yields a significant increase in average sickness absence for men by approximately one week and for women by approximately two weeks per year.
To explore the acceptability amongst general practitioners (GPs) of an early intervention to prevent long-term sickness absence from work and to identify the appropriate broad characteristics of such a service.
Background
The effect of long-term sickness absence from work on individuals and society has been the subject of recent policy debate. In the United Kingdom, a number of return-to-work interventions have been piloted and plans to reform the incapacity benefit system are underway. Since GPs play a key role in the sickness certification process, their views on the appropriateness of an early return-to-work intervention were sought to help inform the development of a primary care-based model.
Methods
A panel of nine GPs from eight practices in a mixed rural/urban area of the South West of England participated in a modified RAND/UCLA appropriateness method (RAM) study. Panellists completed two rounds of an online survey in which they were asked to read a summary of relevant research evidence and then rate the level of appropriateness of providing a return-to-work intervention in a series of clinical scenarios.
Findings
There was general support for a return-to-work intervention. Panellists considered the intervention would be more appropriate for patients with mild-moderate rather than severe symptoms and for those with longer symptom duration. There was support for early intervention after approximately seven weeks of absence from work, but not before four weeks of absence. The return-to-work intervention was considered most appropriate for patients with repeat or recurrent patterns of sickness absence, rather than those on their first sickness absence period, and for those not already receiving specialist health input for their condition. Panellists considered that a multidisciplinary team providing a combination of biopsychosocial and vocational support would be the most appropriate model, with the service possibly being located outside of a general practice setting.
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