A follow-up of the introduction of a maximum entitlement period for receiving sickness benefits in Sweden: A nationwide register-based study.

In 2008, Sweden introduced a policy change to limit the number of days for sickness benefits (SB). This study aimed to elucidate the characteristics of those who reached the maximum entitlement period for receiving sickness benefits (MEPSB) and their future main source of income. Methods: All 5,309,759 individuals, aged 20-63 and residents of Sweden in 2009 were followed from July 2008 to July 2010 regarding SB-days and date of MEPSB and then categorised into three groups: I) no SB-days, II) ongoing SB-days, and III) MEPSB. Mean numbers of SB-days 2.5 years before and 2 years after the policy change and main source of income in 2011 were assessed. Associations between sociodemographic factors, occupation and paid work as main source of income were estimated by odds ratio (OR). Results: A total of 0.7% reached MEPSB in 2010. The mean numbers of SB-days before and after the policy change were higher in the MEPSB group than in the other two groups. In the MEPSB group, 14% had their main source of income from paid work in 2011; this was more common among women born in Sweden (OR = 1.29), people living with a partner and children (women OR = 1.29; men OR = 1.48), and those with occupations representing high educational levels. Conclusions: One out of seven individuals with MEPSB in 2010 had their main source of income from paid work in 2011, although they had a long-term SB before and after the policy change. Further research is warranted to address the long-term effects of this policy change.

Earnings among people with multiple sclerosis compared to references, in total and by educational level and type of occupation: a population-based cohort study at different points in time.

OBJECTIVES: To investigate earnings among people with multiple sclerosis (PwMS) before and after MS diagnosis compared with people without MS, and if identified differences were associated with educational levels and types of occupations. Furthermore, to assess the proportions on sickness absence (SA) and disability pension (DP) in both groups. DESIGN: Population-based longitudinal cohort study, 10 years before until 5 years after MS diagnosis. SETTING: Working-age population using microdata linked from nationwide Swedish registers. PARTICIPANTS: Residents in Sweden in 2004 aged 30-54 years with MS diagnosed in 2003-2006 (n=2553), and references without MS (n=7584) randomly selected by stratified matching. OUTCOME MEASURES: Quartiles of earnings were calculated for each study year prior to and following the MS diagnosis. Mean earnings, by educational level and type of occupation, before and after diagnosis were compared using t-tests. Tobit regressions investigated the associations of earnings with individual characteristics. The proportions on SA and/or DP, by educational level and type of occupation, for the diagnosis year and 5 years later were compared. RESULTS: Differences in earnings between PwMS and references were observed beginning 1 year before diagnosis, and increased thereafter. PwMS had lower mean earnings for the diagnosis year (difference=SEK 28 000, p<0.05), and 5 years after diagnosis, this difference had more than doubled (p<0.05). These differences remained after including educational level and type of occupation. Overall, the earnings of PwMS with university education and/or more qualified occupations were most like their reference peers. The proportions on SA and DP were higher among PwMS than the references. CONCLUSIONS: The results suggest that the PwMS' earnings are lower than the references' beginning shortly before MS diagnosis, with this gap increasing thereafter. Besides SA and DP, the results indicate that educational level and type of occupation are influential determinants of the large heterogeneity of PwMS' earnings.

Trajectories of disposable income among people of working ages diagnosed with multiple sclerosis: a nationwide register-based cohort study in Sweden 7 years before to 4 years after diagnosis with a population-based reference group.

OBJECTIVES: To describe how disposable income (DI) and three main components changed, and analyse whether DI development differed from working-aged people with multiple sclerosis (MS) to a reference group from 7 years before to 4 years after diagnosis in Sweden. DESIGN: Population-based cohort study, 12-year follow-up (7 years before to 4 years after diagnosis). SETTING: Swedish working-age population with microdata linked from two nationwide registers. PARTICIPANTS: Residents diagnosed with MS in 2009 aged 25-59 years (n=785), and references without MS (n=7847) randomly selected with stratified matching (sex, age, education and country of birth). PRIMARY AND SECONDARY OUTCOME MEASURES: DI was defined as the annual after tax sum of incomes (earnings and benefits) to measure individual economic welfare. Three main components of DI were analysed as annual sums: earnings, sickness absence benefits and disability pension benefits. RESULTS: We found no differences in mean annual DI between people with and without MS by independent t-tests (p values between 0.15 and 0.96). Differences were found for all studied components of DI from diagnosis year by independent t-tests, for example, in the final study year (2013): earnings (-64 867 Swedish Krona (SEK); 95% CI-79 203 to -50 528); sickness absence benefits (13 330 SEK; 95% CI 10 042 to 16 500); and disability pension benefits (21 360 SEK; 95% CI 17 380 to 25 350). A generalised estimating equation evaluated DI trajectory development between people with and without MS to find both trajectories developed in parallel, both before (-4039 SEK; 95% CI -10 536 to 2458) and after (-781 SEK; 95% CI -6988 to 5360) diagnosis. CONCLUSIONS: The key finding of parallel DI trajectory development between working-aged MS and references suggests minimal economic impact within the first 4 years of diagnosis. The Swedish welfare system was responsive to the observed reductions in earnings around MS diagnosis through balancing DI with morbidity-related benefits. Future decreases in economic welfare may be experienced as the disease progresses, although thorough investigation with future studies of modern cohorts are required.

Trajectories of antidepressant medication use in individuals before and after being granted disability pension due to common mental disorders- a nationwide register-based study.

BACKGROUND: Early retirement caused by disability pension (DP) due to common mental disorders (CMDs) is frequent in European countries. Inadequate treatment, e.g., suboptimal antidepressant (AD) medication before DP can be crucial in such DP. This explorative study aimed to disentangle trajectories of AD based on defined daily dose (DDD) before and after granted DP, and to characterize the trajectories by socio-demographics and medical factors. METHODS: All 4642 individuals in Sweden aged 19-64 with incident DP due to CMD in 2009-2010 were included. Trajectories of annual DDDs of AD were analysed over a 6-year period by a group-based trajectory method. Associations between socio-demographic or medical factors and different trajectories were estimated by chi2-test and multinomial logistic regression. RESULTS: Five trajectories of ADs were identified. Three groups, comprising 34%, 34%, and 21% of the cohort, had constant AD levels before and after DP with mean annual DDDs of 29, 234, and 580, respectively. Two groups, each including 6% of the cohort, had increasing levels of DDDs, levelling off at around 1150 and 785 DDDs after DP. Particularly age, outpatient care due to mental diagnoses and DP diagnoses were significantly associated with different trajectories (p < 0.05). All the groups had a larger proportion of older individuals (> 50%, 45-64 years), except for the 'increasing low' group, where younger individuals were in majority (> 60%, 18-44 years), who more frequently exited labour market due to 'anxiety disorders', with lower education and more specialised healthcare before DP than the other groups. CONCLUSION: The heterogeneity among the five trajectory groups was partly explained by age, the severity of the mental disorder and the DP diagnoses. DDDs of ADs, though on different levels, varied marginally before and after granted DP in the majority. Moreover, AD levels were very low in one third of the individuals. Early identification and focus on the 'increasing low' group might be important in order to identify individuals at risk for further increase in annual DDDs of ADs even after granted DP, and might also contribute in prevention of DP. Further detailed research regarding different groups is warranted.

Costs of illness of multiple sclerosis in Sweden: a population-based register study of people of working age.

BACKGROUND: Multiple sclerosis (MS) causes work disability and healthcare resource use, but little is known about the distribution of the associated costs to society. OBJECTIVES: We estimated the cost of illness (COI) of working-aged individuals with MS, from the societal perspective, overall and in different groups. METHODS: A population-based study was conducted, using data linked from several nationwide registers, on 14,077 individuals with MS, aged 20-64 years and living in Sweden. Prevalence-based direct and indirect costs in 2010 were calculated, including costs for prescription drug use, specialized healthcare, sick leave, and disability pension. RESULTS: The estimated COI of all the MS patients were SEK 3950 million, of which 75% were indirect costs. MS was the main diagnosis for resource use, causing 38% of healthcare costs and 67% of indirect costs. The distribution of costs was skewed, in which less than 25% of the patients accounted for half the total COI. CONCLUSIONS: Indirect costs contributed to approximately 75% of the estimated overall COI of MS patients of working age in Sweden. MS was the main diagnosis for more than half of the estimated COI in this patient group. Further studies are needed to gain knowledge on development of costs over time during the MS disease course.

Comparing costs of illness of multiple sclerosis in three different years: A population-based study.

BACKGROUND: Little is known about changes in the costs of illness (COI) among multiple sclerosis (MS) patients during recent years. OBJECTIVES: To compare the COI among MS patients and matched controls in 2006, 2009, and 2012, respectively, indicating the costs attributable to the MS disease. METHODS: Three cross-sectional datasets were analyzed, including all MS patients in Sweden aged 20-60 years and five matched controls for each of them. The analyses were based on 10,531 MS patients and 52,655 matched controls for 2006, 11,722 and 58,610 individuals for 2009, and 12,789 and 63,945 for 2012. Nationwide registers, including prescription drug use, specialized healthcare, sick leave, and disability pension, were linked to estimate the prevalence-based COI. RESULTS: Adjusted for inflation, the average difference in COI between MS patients and matched controls were Swedish Krona (SEK) 243,751 (95% confidence interval: SEK 239,171-248,331) in 2006, SEK 238,971 (SEK 234,516-243,426) in 2009, and SEK 225,923 (SEK 221,630-230,218) in 2012. The difference in indirect costs were SEK 170,502 (SEK 166,478-174,525) in 2006, SEK 158,839 (SEK 154,953-162,726) in 2009, and SEK 141,280 (SEK 137,601-144,960) in 2012. CONCLUSION: The inflation-adjusted COI of MS patients was lower in 2012 than in 2006, in particular regarding indirect costs.

Transitions Between Compensated Work Disability, Joblessness, and Self-Sufficiency: A Cohort Study 1997-2010 of Those Jobless in 1995.

Associations between unemployment, work, and disability have been researched in many studies. The findings are often based on cross-sectional data and single outcomes. The present study analysed multiple outcomes over a period of 15 years among long-term unemployed individuals. Based on all individuals aged 20-40 living in Sweden in 1995, prospective cohort analyses were conducted. Individual annual labour market proximity 1995-2010 was estimated and categorised into three mutually exclusive categories: "Jobless", "Self-sufficient" (i.e. main income from work), or "Disabled". Individuals in the category "Jobless" (n = 638,622) in 1995 constituted the study population. Using autoregressive multinomial logistic regression, transitions between the three states during 1997-2010 were analysed. Socio-economic factors, previous inpatient care, and national unemployment rates in different time periods were included in the regression models. Among those "Jobless" in 1995, 17 % were also "Jobless" in 2010, while 10 % were "Disabled" and 61 % "Self-sufficient". The transitions were stable over time periods for transitions into "Self-sufficient" and "Disabled" but less so for "Jobless". Previous state was the best predictor of subsequent state. "Jobless" individuals with previous morbidity had a higher transition probability into "Disabled" and a lower transition probability into "Self-sufficient". The transition rates into "Self-sufficient" were higher in periods with lower unemployment levels. The study supports the interpretation that return to work was affected both by the individuals' previous health status and by the national unemployment level. Transition from being "Jobless" into "Disability" may be influenced by previous ill health and by negative health effects of being "Jobless".

How does work disability of patients with MS develop before and after diagnosis? A nationwide cohort study with a reference group.

OBJECTIVES: We compared work disability of patients with multiple sclerosis (MS) from 5 years before with 5 years after diagnosis, with that of matched controls, and analysed whether progression in work disability among patients with MS was associated with sociodemography. DESIGN: Population-based cohort study. SETTING: The adult Swedish general population. PARTICIPANTS: Residents aged 24-57 diagnosed with MS (n=3685) in 2003-2006 and 18 425 matched controls without MS. PRIMARY AND SECONDARY OUTCOME MEASURES: Annual net days of sickness absence (SA) and disability pension (DP), used as a proxy for work disability, followed from 5 years before to 5 years after diagnosis (ie, T-5-T+5). For patients with MS, regression was used to identify sociodemographic factors related to progression in work disability. RESULTS: Work disability of patients with MS increased gradually between T-5 and T-1 (mean: 46-82 days) followed by a sharp increase (T+1, 142 days), after which only a marginal increase was observed (T+5, 149 days). The matched controls had less work disability, slightly increasing during the period to a maximum of ∼40 days. Men with MS had a sharper increase in work disability before diagnosis. High educational level was associated with less progression in work disability before and around diagnosis. CONCLUSIONS: Patients with MS had more work disability days also 5 years before diagnosis. Several sociodemographic variables were associated with the absolute level and the progression in SA and DP.

Earnings and Financial Compensation from Social Security Systems Correlate Strongly with Disability for Multiple Sclerosis Patients.

BACKGROUND: Multiple sclerosis (MS) patients earn lower incomes and receive higher benefits. However, there is limited knowledge of how this is correlated with their disability. OBJECTIVE: To elucidate sources and levels of income among MS patients with different disability, assessed with the Expanded Disability Status Scale. METHODS: A total of 7929 MS patients aged 21-64 years and living in Sweden in 2010 were identified for this cross-sectional study. Descriptive statistics, logistic and truncated linear regression models were used to estimate differences between MS patients regarding earnings, disability pension, sickness absence, disability allowance, unemployment compensation, and social assistance. RESULTS: The average level of earnings was ten times lower and the average level of health- related benefits was four times higher when comparing MS patients with severe and mild disability. MS patients with severe disability had on average SEK 166,931 less annual income from earnings and SEK 54,534 more income from benefits compared to those with mild disability. The combined average income for MS patients was 35% lower when comparing patients in the same groups. The adjusted risk ratio for having earnings among MS patients with severe disability compared to the patients with mild disability was 0.33 (95% CI 0.29-0.39), while the risk ratio for having benefits was 1.93 (95% CI 1.90-1.94). CONCLUSIONS: Disease progression affects the financial situation of MS patients considerably. Correlations between higher disability and patient income were observed, suggesting that earnings and benefits could be used as measures of MS progression and proxies of disability.

Sickness absence and subsequent disposable income: A population-based cohort study.

AIMS: Studies show a negative association between an absence from work due to disease of injury (sickness absence (SA)) and subsequent earnings; however, little is known about the association between SA and an individuals' subsequent overall economic welfare. Our primary objective was to evaluate individuals' disposable income (DI) following a spell of SA. Our secondary objective was to examine if the potential association between SA and DI differs, depending on the diagnosis given to that sickness or the duration of the SA spell. METHODS: We used a cohort based on a linked individual register database that includes all individuals living in Sweden from 2001 to 2005, aged 30-54. DI was measured 2-6 years after a spell of SA and compared with a propensity score-matched reference group (individuals without SA in 2005). Each year of follow-up during 2007-2011 was estimated by linear regression for three different forms of exposure: SA (yes/no), diagnosis specific (cancer, circulatory, injuries, musculoskeletal or mental illnesses), and by duration of the SA spell (15-29, 30-89, 90-179 or > 179 days). RESULTS: Individuals with SA during 2005 had 4% lower disposable income in subsequent years than the reference group. Our results were similar across diagnoses, except for mental diagnoses, where disposable income was 7-10% lower than the reference group; and for cancer, where we found only a marginal difference among those with SA and the reference group. Furthermore, DI was negatively associated with the SA spell duration. CONCLUSIONS: SA was associated with lower subsequent DI, 2­6 years after a SA spell, especially after a mental illness diagnosis and if the SA was for longer spells.

Sources and level of income among individuals with multiple sclerosis compared to the general population: A nationwide population-based study.

INTRODUCTION: Multiple sclerosis (MS) is associated with reduced work capacity, but there is limited knowledge about MS patients' sources of income. OBJECTIVES: The purpose of this study was to elucidate MS patients' earnings and social benefits compared to those of the general population. METHODS: From nationwide registers of all residents in Sweden aged 21-64 years in 2010 (n=5,291,764), those with an MS diagnosis (n=13,979) were compared to a propensity score matched reference group (n=69,895). Descriptive statistics and regression models were used to estimate the percentage difference between the MS patients and the matched references regarding the following annual incomes: earnings, disability pension, sickness absence, disability allowance, unemployment compensation and social assistance. RESULTS: Both MS patients and the matched references received most of their income from earnings followed by disability pension and sickness absence. MS patients that were diagnosed in 2010 had 15% lower earnings than the matched references, while MS patients diagnosed before 2005 had 38% lower earnings. Corresponding figures regarding summed social benefits were 33% and 130% higher for MS patients, respectively. CONCLUSION: The results indicate that MS patients are overrepresented, in relative and absolute terms, regarding health-related benefits and have lower levels of earnings. However, the redistributing welfare systems appear to financially compensate the MS patients considerably.

Heterogeneity of sickness absence and disability pension trajectories among individuals with MS.

BACKGROUND: The variability of progression of multiple sclerosis (MS) suggests that MS is a heterogeneous entity. OBJECTIVE: The objective of this article is to determine whether sickness absence (SA) and disability pension (DP) could be used to identify groups of patients with different progression courses. METHODS: We analyzed mean-annual net months of SA/DP, five years prior to MS diagnosis, until the year of diagnosis, and five years after for 3543 individuals diagnosed 2003-2006, by modeling trajectory subgroups. RESULTS: Five different groups were identified, revealing substantial heterogeneity among MS patients. Before diagnosis, 74% had a flat trajectory, while the remaining had a sharply increasing degree of SA/DP. After diagnosis, 95% had a flat or marginally increasing trajectory, although at various SA/disability pension (DP) levels, whereas a small group of 5% had decreasing SA/DP. A majority had few or no SA/DP months throughout the 11-year study period. Higher age and a lower educational level were associated with an unfavorable trajectory (p values <0.01). CONCLUSIONS: There's a considerable heterogeneity of MS progression in terms of SA/DP. Compared with other measures of disability, sickness-absence and disability pension offer a continuous variable that can be assigned to every individual for each time period without missing data. To what extent the SA/DP measure reflects classical MS outcome-measures as well as how correlated it is with co-morbidities and working-conditions needs to be investigated further.

High prevalence of sickness absence and disability pension among multiple sclerosis patients: a nationwide population-based study.

INTRODUCTION: Although multiple sclerosis (MS) often implies substantial disability, there is little knowledge about sick leave and disability pension among MS patients. OBJECTIVES: The purpose of this study was to estimate the prevalence rates of sick leave and disability pension among MS patients and to explore how socio-demographics are associated with such rates. METHODS: The register data of all people who lived in Sweden in 2005 and were 16-64 years old was used to identify 9721 MS patients and matched controls. Adjusted odds ratios (ORs) with 95% confidence intervals (CIs) were calculated and effect modifications were evaluated with Wald X(2) tests. RESULTS: In 2005, 61.7% of the MS patients were on partial or full disability pension compared to 14.2% among the controls. Of the others, 36.8% had ≥ 1 sick-leave spell for >14 days during that year. Socio-demographics were similarly associated with sick leave and disability pension among MS patients and controls, with the noteworthy exceptions that female gender and immigration status were less potent risk factors in the MS population (p<0.05). CONCLUSION: In spite of widespread access to modern health care including disease-modifying drugs, the majority of MS patients of working ages were on a disability pension. Strategies enabling MS patients to retain their footing in the labour market are needed.

Sickness absence due to gastroesophageal reflux diagnoses: a nationwide Swedish population-based study.

OBJECTIVE: Gastroesophageal reflux disease (GERD) is a major public health problem in the Western world. No previous population-based nationwide study has, however, examined the occurrence of sickness absence due to GERD diagnoses, that is, the aim of this study. MATERIAL AND METHODS: Nationwide population-based study based on Swedish registers including all 4,764,843 individuals registered as living in Sweden in 31 December 2004 and 31 December 2005, aged 20-64 years, not on disability or old age pension. Reimbursed sickness absence due to reflux diagnoses (ICD-10), that is, GERD (K21), esophagitis (K20), and heartburn (R12), was studied separately and combined. In analyses stratified by sociodemographic factors, inpatient/specialized outpatient care, antireflux surgery, and prescribed reflux medications those sickness absent in 2005 due to reflux diagnoses were compared to those sickness absent due to non-reflux diagnoses and to those with no sickness benefits 2005. RESULTS: In total, 627 individuals had at least one prevalent sick-leave spell due to reflux diagnoses in 2005, of which GERD was the most common diagnosis. Of these, almost half (45%) was absent for ≥ 28 reimbursed sick-leave days due to reflux diagnoses. The proportions of low socioeconomic status (SES), inpatient and outpatient care due to tumors, mental disorders, circulatory disorders, GERD, antireflux surgery, and reflux medications were higher among those sickness absent due to reflux diagnoses compared to those with no sickness benefits. CONCLUSIONS: In this nationwide population-based study a high proportion of those sickness absent due to reflux diagnoses was on long-term sick leave, a finding that warrants attention.

Activities and sources of income after a period of long-term sick leave--a population-based prospective cohort study.

BACKGROUND: There is limited knowledge about what happens to people after long-term sick leave. The aim of this report was to conduct a prospective study of individuals who were on prolonged sick leave during a particular year, considering their activities and sources of income during subsequent years. To enable comparison of different time periods, we used three cohorts of individuals with different starting years. METHODS: Using data from national registers, three separate cohorts were constructed that included all people living in Sweden who were 20-64 years of age (>5 million) in the years 1995, 2000 and 2005, respectively. The individual members of the cohorts were classified into the following groups based on their main source of income and activity in 1995-2008: on long-term sick leave, employed, old-age pensioner, long-term unemployed, disability pensioner, on parental leave, social assistance recipient, student allowance recipient, deceased, or emigrated. RESULTS: Most individuals on long-term (> 6 months) sick leave in 1995 were not employed 13 years later. Only 11% of the women and 13% of the men were primarily in employment after 13 years. Instead, a wide range of alternatives existed, for example, many had been granted disability pension, and about 10% of the women and 17% of the men had died during the follow-up period. A larger proportion of those with long-term sick leave were back in employment when 2005 was the starting year for the follow-up. CONCLUSIONS: The low future employment rates for people on long-term sick leave may seem surprising. There are several possible explanations for the finding: The disorders these people may have, might have entailed longstanding difficulties on the labor market. Besides, long-term absence from work, no matter what its causes were, might have worsen the chances of further employment. The economic cycles may also have been of importance. The improving labor market during later years seems to have improved the chances for employment among those earlier on long-term sick leave.