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  • 1.
    Björkenstam, Charlotte
    et al.
    Division of Insurance Medicine, Karolinska Institutet.
    Alexanderson, Kristina
    Division of Insurance Medicine, Department of Clinical Neuroscience, Karolinska Institutet.
    Wiberg, Michael
    Division of Insurance Medicine, Department of Clinical Neuroscience, Karolinska Institutet.
    Hillert, Jan
    Division of Neuro, Department of Clinical Neuroscience, Karolinska Institutet.
    Tinghög, Petter
    Division of Insurance Medicine, Department of Clinical Neuroscience, Karolinska Institutet.
    Heterogeneity of sickness absence and disability pension trajectories among individuals with MS2015In: Multiple Sclerosis Journal, Experimental, Translational and Clinical, E-ISSN 2055-2173, Vol. 1, p. 1-11Article in journal (Refereed)
    Abstract [en]

    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.

  • 2.
    Gyllensten, Hanna
    et al.
    Karolinska Institutet / University of Gothenburg.
    Kavaliunas, Andrius
    Karolinska Institutet.
    Alexanderson, Kristina
    Karolinska Institutet.
    Hillert, Jan
    Karolinska Institutet / Karolinska University Hospital.
    Tinghög, Petter
    The Swedish Red Cross University College, Department of Health Sciences. Karolinska Institutet.
    Friberg, Emilie
    Karolinska Institutet.
    Costs and quality of life by disability among people with multiple sclerosis: a register-based study in Sweden2018In: Multiple Sclerosis Journal, Experimental, Translational and Clinical, E-ISSN 2055-2173, Vol. 4, no 3, article id 2055217318783352Article in journal (Refereed)
    Abstract [en]

    Background: Population-based estimates of costs of illness and health-related quality of life, by disability levels among people with multiple sclerosis, are lacking.

    Objectives: To estimate the annual costs of illness and health-related quality of life, by disability levels, among multiple sclerosis patients, 21-64 years of age.

    Methods: Microdata from Swedish nationwide registers were linked to estimate the prevalence-based costs of illness in 2013, including direct costs (prescription drug use and specialised healthcare) and indirect costs (calculated using sick leave and disability pension), and health-related quality of life (estimated from the EQ-5D). Disability level was measured by the Expanded Disability Status Scale (EDSS).

    Results: Among 8906 multiple sclerosis patients, EDSS 0.0-3.5 and 7.0-9.5 were associated with mean indirect costs of SEK 117,609 and 461,357, respectively, whereas direct costs were similar between the categories (SEK 117,423 and 102,714, respectively). Prescription drug costs represented 40% of the costs of illness among multiple sclerosis patients with low EDSS, while among patients with high EDSS more than 80% were indirect costs. Among the 1684 individuals who had reported both EQ-5D and EDSS, the lowest health-related quality of life scores were found among those with a high EDSS.

    Conclusion: Among people with multiple sclerosis, we confirmed higher costs and lower health-related quality of life in higher disability levels, in particular high indirect costs.

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  • 3.
    Gyllensten, Hanna
    et al.
    Karolinska Institutet; University of Gothenburg.
    Kavaliunas, Andrius
    Karolinska Institutet.
    Murley, Chantelle
    Karolinska Institutet.
    Alexanderson, Kristina
    Karolinska Institutet.
    Hillert, Jan
    Karolinska Institutet; Karolinska University Hospital.
    Tinghög, Petter
    The Swedish Red Cross University College, Department of Health Sciences. Karolinska Institutet.
    Friberg, Emilie
    Karolinska Institutet.
    Costs of illness progression for different multiple sclerosis phenotypes: a population-based study in Sweden2019In: Multiple Sclerosis Journal, Experimental, Translational and Clinical, E-ISSN 2055-2173, Vol. 5, no 2, article id 2055217319858383Article in journal (Refereed)
    Abstract [en]

    Background

    Population-based estimates of costs of illness and health-related quality of life, by disability levels among people with multiple sclerosis, are lacking.

    Objectives

    To estimate the annual costs of illness and health-related quality of life, by disability levels, among multiple sclerosis patients, 21–64 years of age.

    Methods

    Microdata from Swedish nationwide registers were linked to estimate the prevalence-based costs of illness in 2013, including direct costs (prescription drug use and specialised healthcare) and indirect costs (calculated using sick leave and disability pension), and health-related quality of life (estimated from the EQ-5D). Disability level was measured by the Expanded Disability Status Scale (EDSS).

    Results

    Among 8906 multiple sclerosis patients, EDSS 0.0–3.5 and 7.0–9.5 were associated with mean indirect costs of SEK 117,609 and 461,357, respectively, whereas direct costs were similar between the categories (SEK 117,423 and 102,714, respectively). Prescription drug costs represented 40% of the costs of illness among multiple sclerosis patients with low EDSS, while among patients with high EDSS more than 80% were indirect costs. Among the 1684 individuals who had reported both EQ-5D and EDSS, the lowest health-related quality of life scores were found among those with a high EDSS.

    Conclusion

    Among people with multiple sclerosis, we confirmed higher costs and lower health-related quality of life in higher disability levels, in particular high indirect costs.

    Download full text (pdf)
    fulltext
  • 4.
    Kavaliunas, Andrius
    et al.
    Karolinska Institutet.
    Tinghög, Petter
    The Swedish Red Cross University College, Department of Health Sciences. Karolinska Institutet.
    Friberg, Emilie
    Karolinska Institutet.
    Olsson, Tomas
    Karolinska Institutet / Karolinska University Hospital.
    Alexanderson, Kristina
    Karolinska Institutet.
    Hillert, Jan
    Karolinska Institutet / Karolinska University Hospital.
    Karrenbauer, Virginija Danylaite
    Karolinska Institutet /Karolinska University Hospital.
    Cognitive function predicts work disability among multiple sclerosis patients2019In: Multiple Sclerosis Journal, Experimental, Translational and Clinical, E-ISSN 2055-2173, Vol. 5, no 1, article id 2055217318822134Article in journal (Refereed)
    Abstract [en]

    Background: In multiple sclerosis various aspects of cognitive function can be detrimentally affected. More than that, patients´ employment and social functioning is likely to be impacted.

    Objective: To determine whether work disability among multiple sclerosis patients could be predicted by the symbol digit modalities test.

    Methods: A register-based cohort study was conducted. Individual data on work disability, operationalised as annual net days of sickness absence and/or disability pension were retrieved at baseline, when the symbol digit modalities test was performed, after one-year and 3-year follow-up for 903 multiple sclerosis patients. The incidence rate ratios for work disability were calculated with general estimating equations using a negative binomial distribution and were adjusted for gender, age, educational level, family composition, type of living area and physical disability.

    Results: After one year of follow-up, the patients in the lowest symbol digit modalities test quartile were estimated to have a 73% higher rate of work disability when compared to the patients in the highest symbol digit modalities test quartile (incidence rate ratio 1.73, 95% confidence interval 1.42‒2.10). This estimate after 3-year follow-up was similar (incidence rate ratio 1.68, 95% confidence interval 1.40‒2.02).

    Conclusion: Cognitive function is to a high extent associated with multiple sclerosis patients' future work disability, even after adjusting for other factors.

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