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Wallius MA, Kouvonen A, Ervasti J, Leinonen T, Airaksinen J, Lallukka T. Are changes in perceived physical workload and strenuousness of work among partial disability pensioners associated with full disability pension? Scand J Public Health 2025:14034948251326706. [PMID: 40156080 DOI: 10.1177/14034948251326706] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/01/2025]
Abstract
AIMS The aim of this study was to examine the changes in pensioners' perceived physical workload and the physical strenuousness of work before and after transition to partial disability pension (pDP), and whether these changes were associated with subsequent transition to full disability pension (fDP). METHODS We used survey data on physical workload and the physical strenuousness of work and covariates from the Helsinki Health Study, an occupational cohort measured in four phases: 2000-2002, 2007, 2012 and 2017. These data were prospectively linked to the Finnish Centre for Pensions' register data on pDP and fDP up to 2021 for those who had provided informed consent for such linkage (mean follow-up of 3 years). We included those who responded to the study surveys both before and after pDP (n = 235). Changes after transition to pDP in the physical strenuousness of work and in a constructed physical workload summary scale were analysed using log-binomial regression. RESULTS After transition to pDP, physical workload decreased among 20% of the participants, remained constantly low among 44% and constantly high among 36%. The changes in the physical strenuousness of work were similar. Thirty per cent (n = 70) of pDPs transitioned to fDP during the follow-up. The changes in physical workload or the physical strenuousness of work were not associated with transition to fDP. CONCLUSIONS Despite the transition to pDP and thus part-time work, perceived physical workload and the physical strenuousness of work remained stable, and were not reflected in transition to fDP. More research on larger samples is warranted.
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Affiliation(s)
| | - Anne Kouvonen
- Faculty of Social Sciences, University of Helsinki, Helsinki, Finland
- Centre for Public Health, Queen's University Belfast, Northern Ireland
| | - Jenni Ervasti
- Finnish Institute of Occupational Health, Helsinki, Finland
| | - Taina Leinonen
- Finnish Institute of Occupational Health, Helsinki, Finland
| | | | - Tea Lallukka
- Department of Public Health, University of Helsinki, Helsinki, Finland
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Jordan EJ, Shih PC, Nelson EJ, Carter SJ, Schootman M, Prather AA, Yao X, Peters CD, Perry CSE. Ecological Momentary Assessment of Midlife Adults' Daily Stress: Protocol for the Stress Reports in Variable Environments (STRIVE) App Study. JMIR Res Protoc 2023; 12:e51845. [PMID: 37796561 PMCID: PMC10587811 DOI: 10.2196/51845] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2023] [Revised: 08/21/2023] [Accepted: 08/22/2023] [Indexed: 10/06/2023] Open
Abstract
BACKGROUND Daily stressors are associated with cognitive decline and increased risk of heart disease, depression, and other debilitating chronic illnesses in midlife adults. Daily stressors tend to occur at home or at work and are more frequent in urban versus rural settings. Conversely, spending time in natural environments such as parks or forests, or even viewing nature-themed images in a lab setting, is associated with lower levels of perceived stress and is hypothesized to be a strong stress "buffer," reducing perceived stress even after leaving the natural setting. However, many studies of daily stress have not captured environmental contexts and relied on end-of-day recall instead of in-the-moment data capture. With new technology, these limitations can be addressed to enhance knowledge of the daily stress experience. OBJECTIVE We propose to use our novel custom-built Stress Reports in Variable Environments (STRIVE) ecological momentary assessment mobile phone app to measure the experience of daily stress of midlife adults in free-living conditions. Using our app to capture data in real time will allow us to determine (1) where and when daily stress occurs for midlife adults, (2) whether midlife adults' daily stressors are linked to certain elements of the built and natural environment, and (3) how ecological momentary assessment measurement of daily stress is similar to and different from a modified version of the popular Daily Inventory of Stressful Events measurement tool that captures end-of-day stress reports (used in the Midlife in the United States [MIDUS] survey). METHODS We will enroll a total of 150 midlife adults living in greater Indianapolis, Indiana, in this study on a rolling basis for 3-week periods. As those in underrepresented minority groups and low-income areas have previously been found to experience greater levels of stress, we will use stratified sampling to ensure that half of our study sample is composed of underrepresented minorities (eg, Black, American Indian, Hispanic, or Native Pacific Islanders) and approximately one-third of our sample falls within low-, middle-, and high-income brackets. RESULTS This project is funded by the National Institute on Aging from December 2022 to November 2024. Participant enrollment began in August 2023 and is expected to finish in July 2024. Data will be spatiotemporally analyzed to determine where and when stress occurs for midlife adults. Pictures of stressful environments will be qualitatively analyzed to determine the common elements of stressful environments. Data collected by the STRIVE app will be compared with retrospective Daily Inventory of Stressful Events data. CONCLUSIONS Completing this study will expand our understanding of midlife adults' experience of stress in free-living conditions and pave the way for data-driven individual and community-based intervention designs to promote health and well-being in midlife adults. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) DERR1-10.2196/51845.
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Affiliation(s)
- Evan J Jordan
- Department of Health and Wellness Design, School of Public Health - Bloomington, Indiana University, Bloomington, IN, United States
| | - Patrick C Shih
- Luddy School of Informatics, Computing, and Engineering, Indiana University, Bloomington, IN, United States
| | - Erik J Nelson
- Department of Public Health, Brigham Young University, Provo, UT, United States
| | - Stephen J Carter
- Department of Kinesiology, School of Public Health - Bloomington, Indiana University, Bloomington, IN, United States
| | - Mario Schootman
- College of Medicine, University of Arkansas for Medical Sciences, Little Rock, AR, United States
| | - Aric A Prather
- Department of Psychiatry and Behavioral Sciences, Weill Institute for Neurosciences, University of California, San Francisco, CA, United States
| | - Xing Yao
- Department of Health and Wellness Design, School of Public Health - Bloomington, Indiana University, Bloomington, IN, United States
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Sundstrup E, Meng A, Skovlund SV, Albertsen K, Andersen LL. Expected reasons for leaving the labour market and loss of paid employment among older workers: prospective cohort study. BMC Public Health 2023; 23:517. [PMID: 36932371 PMCID: PMC10022057 DOI: 10.1186/s12889-023-15242-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2022] [Accepted: 02/08/2023] [Indexed: 03/19/2023] Open
Abstract
BACKGROUND Surveying expected reasons for retirement may be a useful strategy to maintain labor market affiliation. The aim was to investigate the prospective association between self-reported expected reasons for leaving the labour market and subsequent loss of paid employment before the state pension age among older workers. METHODS The prospective risk of loss of paid employment before the official state pension age was estimated from expected reasons for leaving the labour market among 10,320 currently employed older workers (50-63 years) from the SeniorWorkingLife study. In 2018, participants replied to 15 randomly ordered questions about expected reasons for leaving the labour market and were in 2020 followed in a national register containing information on labour market participation. RESULTS Loss of paid employment before state pension age was predicted by expected reasons related to 'Health, work demands and occupational well-being': 'Poor physical health' (RR 1.47, 95% CI 1.45-1.49), 'Poor mental health' (RR 1.36, 95% CI 1.32-1.40), 'Not being capable of doing the job' (RR 1.20, 95% CI 1.18-1.22), and 'Not thriving at the workplace' (RR 1.14, 95% CI 1.11-1.17). Expected reasons related to the possibility of receiving voluntary early retirement benefits also increased this risk. Expected reasons related to 'Leisure' ('Wish for more self-determination'; 'Wish for more time for hobbies'), 'Economy' ('Economic considerations'; 'Possibility of receiving pension'), and 'Norms' ('Retirement norms'; 'To make space for younger employees') decreased the risk of loss of paid employment before state pension age. Age-stratified analyses revealed that expected reasons related to the domain of 'Health, work demands and occupational well-being' predicted risk of loss of paid employment to a greater extent among workers aged 50-55 compared to those aged 56-63. CONCLUSIONS Expected reasons for leaving the labour market predicted actual labour market participation among older workers in Denmark. Expected reasons related to poor physical and mental health, and not being capable of doing the job seem to be stronger PUSH-factors among workers aged 50-55 compared to those aged 56-63. Preventing early labour market detachment should take the worker's expected reasons for leaving into account.
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Affiliation(s)
- Emil Sundstrup
- National Research Centre for the Working Environment, Lersø Parkallé 105, 2100, Copenhagen, Denmark.
| | - Annette Meng
- National Research Centre for the Working Environment, Lersø Parkallé 105, 2100, Copenhagen, Denmark
| | - Sebastian Venge Skovlund
- National Research Centre for the Working Environment, Lersø Parkallé 105, 2100, Copenhagen, Denmark
- Department of Sports Science and Clinical Biomechanics, University of Southern Denmark, Odense, Denmark
| | | | - Lars L Andersen
- National Research Centre for the Working Environment, Lersø Parkallé 105, 2100, Copenhagen, Denmark
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López-Bueno R, Andersen LL, Calatayud J, Casaña J, Martínez-Jarreta B, López-Gil JF, Del Pozo Cruz B. Association of occupational physical activity and disability pension in 756,159 Spanish workers: A prospective cohort study with 13 years follow-up. Prev Med 2023; 166:107380. [PMID: 36495922 DOI: 10.1016/j.ypmed.2022.107380] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/27/2022] [Revised: 11/06/2022] [Accepted: 12/03/2022] [Indexed: 12/14/2022]
Abstract
Recent research from Nordic countries identified occupational physical activity (OPA) as a risk factor for disability pension, but further research accounting for exhaustive analyses in novel populations is warranted. Our objective was to assess the association between OPA and disability pension using administrative data. This prospective registry-based cohort study used data from the Spanish Continuous Working Life Sample (CWLS). Participants were followed up from baseline (January 1, 2006) to first event of disability pension, mortality, or end of follow-up (September 1, 2019). The assessment of OPA was based on registers of economic activity and their correspondence with a validated OPA index. To examine the association between OPA and disability pension, adjusted proportional hazard, and Fine-Gray models using mortality as competing risk were conducted. We retrieved data from 756,159 workers (57.7% men) with an average age of 38.5 years (SD 11.9). During 13.6 years from baseline to the end of follow-up (9,463,041 person-years), 18,191 men (4.2%) and 9631 (3.0%) women received a disability pension. In the fully adjusted model, participants exposed to higher levels of OPA showed higher risk for disability pension in an exposure-response fashion. Men and women exposed to very high OPA showed the highest HR for disability pension (2.31 [95% CI, 2.17 to 2.46] and 1.68 [95% CI, 1.56 to 1.81], respectively. These results warrant preventative measures to address early involuntary exit from the labour market in workers exposed to high physical work demands.
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Affiliation(s)
- Rubén López-Bueno
- Department of Physical Medicine and Nursing, University of Zaragoza, Zaragoza, Spain; National Research Centre for the Working Environment, Copenhagen, Denmark; Exercise Intervention for Health Research Group (EXINH-RG), Department of Physiotherapy, University of Valencia, Valencia, Spain
| | | | - Joaquín Calatayud
- National Research Centre for the Working Environment, Copenhagen, Denmark; Exercise Intervention for Health Research Group (EXINH-RG), Department of Physiotherapy, University of Valencia, Valencia, Spain.
| | - José Casaña
- Exercise Intervention for Health Research Group (EXINH-RG), Department of Physiotherapy, University of Valencia, Valencia, Spain
| | | | | | - Borja Del Pozo Cruz
- Centre for Active and Healthy Ageing, Department of Sports Science and Clinical Biomechanics, University of Southern Denmark, Odense, Denmark
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Falkstedt D, Hemmingsson T, Albin M, Bodin T, Ahlbom A, Selander J, Gustavsson P, Andersson T, Almroth M, Kjellberg K. Disability pensions related to heavy physical workload: a cohort study of middle-aged and older workers in Sweden. Int Arch Occup Environ Health 2021; 94:1851-1861. [PMID: 33880628 PMCID: PMC8490214 DOI: 10.1007/s00420-021-01697-9] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2020] [Accepted: 03/13/2021] [Indexed: 11/15/2022]
Abstract
OBJECTIVES The aim of the study was to examine the associations between heavy physical workload among middle-aged and older workers and disability pension due to any diagnosis, as well as musculoskeletal, psychiatric, cardiovascular or respiratory diagnoses. The population-based design made it possible to examine dose-response and potential gender differences in the associations. METHODS About 1.8 million men and women aged 44-63 years and registered as living in Sweden in 2005 were followed regarding disability pension during 2006-2016, until ages 55-65 years. Mean values of physical workload and job control, estimated through gender-specific job-exposure matrices (JEMs), were assigned to individuals through their occupational titles in 2005. Exposure values were ranked separately for women and men and divided into quintiles. Associations were analyzed with Cox proportional-hazards regression. RESULTS The analyses showed robust, dose-response associations between physical workload and disability pension with a musculoskeletal diagnosis in both genders: the adjusted hazard ratio and 95% confidence interval for those with the heaviest exposure was 2.58 (2.37-2.81) in women and 3.34 (2.83-3.94) in men. Dose-response associations were also seen in relation to disability pension with a cardiovascular or a respiratory diagnosis, though the hazard ratios were smaller. Physical workload was not associated with disability pension with a psychiatric diagnosis after adjustment for job control. CONCLUSION This study of the entire Swedish population of middle-aged and older workers suggests that higher degrees of physical workload may increase the risk of disability pension overall, and specifically with musculoskeletal, cardiovascular or respiratory diagnosis, in both women and men.
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Affiliation(s)
- Daniel Falkstedt
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden.
| | - Tomas Hemmingsson
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
- Department of Public Health Sciences, Stockholm University, Stockholm, Sweden
| | - Maria Albin
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
- Centre for Occupational and Environmental Medicine, Region Stockholm, Stockholm, Sweden
| | - Theo Bodin
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
- Centre for Occupational and Environmental Medicine, Region Stockholm, Stockholm, Sweden
| | - Anders Ahlbom
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Jenny Selander
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Per Gustavsson
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Tomas Andersson
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
- Centre for Occupational and Environmental Medicine, Region Stockholm, Stockholm, Sweden
| | - Melody Almroth
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Katarina Kjellberg
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
- Centre for Occupational and Environmental Medicine, Region Stockholm, Stockholm, Sweden
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Importance of the Working Environment for Early Retirement: Prospective Cohort Study with Register Follow-Up. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph18189817. [PMID: 34574740 PMCID: PMC8472036 DOI: 10.3390/ijerph18189817] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 08/27/2021] [Accepted: 09/10/2021] [Indexed: 11/17/2022]
Abstract
Background: This study investigates the role of physical work demands and psychosocial work factors for early retirement among older workers. Methods: Data from three Danish surveys on work environment and health among employed older workers (age 55–59) were merged with a national register containing information on labour market participation. Robust Poisson regression modelled the risk ratios (RR) and 95% confidence intervals (CI) for the association between physical and psychosocial work factors and early retirement, that is, not working after the age of 64. Results: Of the 2800 workers, 53% retired early. High physical work demands (RR 1.33, 95% CI 1.19–1.48), poor overall psychosocial working conditions (RR 1.43, 95% CI 1.26–1.61), and access to early retirement benefits (RR 1.79, 95% CI 1.53–2.10) predicted early retirement. Subgroup analyses revealed that poor overall psychosocial working conditions were a stronger predictor for early retirement among workers with seated jobs than those with physically active jobs. Conclusions: High physical work demands and poor psychosocial working conditions are factors that can push older workers out of the labour market prematurely. Poor psychosocial working conditions seem to be a particularly strong push factor among workers with seated work.
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Åkerstedt T, Mittendorfer-Rutz E, Rahman S. Sleep disturbance and work-related mental strain: A national prospective cohort study of the prediction of subsequent long-term sickness absence, disability pension and mortality. Scand J Public Health 2020; 48:888-895. [PMID: 32195635 PMCID: PMC7678333 DOI: 10.1177/1403494820911813] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/03/2022]
Abstract
Aims: Sleep disturbances and work-related mental strain are linked to increased sickness absence and disability pension (DP), but we have no information on synergy effects. The aim of this study was to examine the combined (and separate) association of the two predictors with subsequent long-term work disability and mortality. Methods: A total of 45,498 participants aged 16–64 years were interviewed in the Swedish Surveys of Living Conditions between 1997 and 2013, and were followed up on long-term sickness absence (LTSA; >90 days/year), DP and mortality via national registers until 2016. Crude and multivariable Cox analyses were used to estimate hazard ratios (HR) and 95% confidence intervals (CI). Results: For LTSA, the HRs for sleep disturbances and work-related mental strain were 1.6 (95% CI 1.5–1.7) and 1.3 (95% CI 1.2–1.4), respectively. For DP, the HRs were 2.0 (95% CI 1.8–2.2) and 1.4 (95% CI 1.2–1.5). Mortality was only predicted by sleep disturbances (HR=1.2, 95% CI 1.1–1.4). No synergy effect was seen. Conclusions: Work-related mental strain and, in particular, sleep disturbances were associated with a higher risk of subsequent LTSA and DP, but without synergy effects. Sleep disturbances were also associated with mortality. Exposure to interventions tackling sleep disturbance and prevention of workplace stress may reduce work disability.
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Affiliation(s)
| | | | - Syed Rahman
- Department of Clinical Neuroscience, Karolinska Institutet, Sweden
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Ropponen A, Rahman SG, Svedberg P, Helgesson M, Dorner TE, Mittendorfer-Rutz E. Changes in prescription of antidepressants and disability pension due to back pain, compared with other musculoskeletal and other somatic diagnoses: a cohort study in Sweden. BMJ Open 2019; 9:e029836. [PMID: 31530605 PMCID: PMC6756318 DOI: 10.1136/bmjopen-2019-029836] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
OBJECTIVES The aim was to investigate differences in the prescription of antidepressants during the transition to disability pension (DP) comparing DP due to back pain with DP due to other musculoskeletal and DP due to other somatic diagnoses. DESIGN A population-based cohort study with follow-up 3 years before and after the event. Estimated prevalence and adjusted ORs with 95% CIs for antidepressant prescription were computed for the 7-year window (ie, t-3 to t+3) around the DP by generalised estimating equations for repeated measures. SETTING AND PARTICIPANTS This Swedish population-based nationwide study with registry data included individuals aged 18-64 years, with DP due to back pain (n=2011), DP due to other musculoskeletal (n=3548) or DP due to other somatic diagnoses (n=11 809). PRIMARY OUTCOME MEASURES Prescription of antidepressants. RESULTS Before DP, the prevalence of prescription of antidepressants was stable in DP due to back pain, but increased for the other DP groups. Similarly, the likelihood of prescription increased only marginally before DP due to back pain (ORs from 0.86 at t-3 to 1.10 at t-1), but clearly in DP due to musculoskeletal (from 0.42 to 1.15) and somatic diagnoses (from 0.29 to 0.98). Both prevalence measures and risks remained at the elevated levels after DP. CONCLUSIONS Pathways to DP due to musculoskeletal and somatic diagnoses seem to be partly driven by adverse mental health, which remains at a higher level after DP. The increasing prescription of antidepressants prior to DP suggests that special attention should be paid to mental health for prevention of DP. The period after DP needs attention to avoid deterioration of mental health.
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Affiliation(s)
- Annina Ropponen
- Finnish Institute of Occupational Health, Helsinki, Finland
- Division of Insurance Medicine, Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Syed Ghulam Rahman
- Division of Insurance Medicine, Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Pia Svedberg
- Division of Insurance Medicine, Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Magnus Helgesson
- Division of Insurance Medicine, Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Thomas Ernst Dorner
- Division of Insurance Medicine, Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
- Centre for Public Health, Institute of Social Medicine, Medizinische Universitat Wien, Wien, Austria
| | - Ellenor Mittendorfer-Rutz
- Division of Insurance Medicine, Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
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Halonen JI, Shiri R, Mänty M, Sumanen H, Solovieva S, Viikari-Juntura E, Kähönen M, Lehtimäki T, Raitakari OT, Lallukka T. Exposure to heavy physical work from early to later adulthood and primary healthcare visits due to musculoskeletal diseases in midlife: a register linked study. BMJ Open 2019; 9:e031564. [PMID: 31462488 PMCID: PMC6720465 DOI: 10.1136/bmjopen-2019-031564] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Abstract
OBJECTIVES To examine whether exposure to heavy physical work from early to later adulthood is associated with primary healthcare visits due to cause-specific musculoskeletal diseases in midlife. DESIGN Prospective cohort study. SETTING Nationally representative Young Finns Study cohort, Finland. PARTICIPANTS 1056 participants of the Young Finns Study cohort. EXPOSURE MEASURE Physical work exposure was surveyed in early (18-24 years old, 1986 or 1989) and later adulthood (2007 and 2011), and it was categorised as: 'no exposure', 'early exposure only', 'later exposure only' and 'early and later exposure'. PRIMARY AND SECONDARY OUTCOME MEASURES Visits due to any musculoskeletal disease and separately due to spine disorders, and upper extremity disorders were followed up from national primary healthcare register from the date of the third survey in 2011 until 2014. RESULTS Prevalence of any musculoskeletal disease during the follow-up was 20%, that for spine disorders 10% and that for upper extremity disorders 5%. Those with physically heavy work in early adulthood only had an increased risk of any musculoskeletal disease (risk ratio (RR) 1.55, 95% CI 1.05 to 2.28) after adjustment for age, sex, smoking, body mass index, physical activity and parental occupational class. Later exposure only was associated with visits due to any musculoskeletal disease (RR 1.46, 95% CI 1.01 to 2.12) and spine disorders (RR 2.40, 95% CI 1.41 to 4.06). Early and later exposure was associated with all three outcomes: RR 1.99 (95% CI 1.44 to 2.77) for any musculoskeletal disease, RR 2.43 (95% CI 1.42 to 4.14) for spine disorders and RR 3.97 (95% CI 1.86 to 8.46) for upper extremity disorders. CONCLUSIONS To reduce burden of musculoskeletal diseases, preventive actions to reduce exposure to or mitigate the consequences of physically heavy work throughout the work career are needed.
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Affiliation(s)
- Jaana I Halonen
- Centre of Expertise for Health and Work Ability, Finnish Institute of Occupational Health, Helsinki, Finland
| | - Rahman Shiri
- Centre of Expertise for Health and Work Ability, Finnish Institute of Occupational Health, Helsinki, Finland
| | - Minna Mänty
- Department of Public Health, University of Helsinki, Helsinki, Finland
| | - Hilla Sumanen
- Department of Public Health, University of Helsinki, Helsinki, Finland
- Health Care and Emergency Care, South-Eastern Finland University of Applied Sciences, Kotka, Finland
| | - Svetlana Solovieva
- Centre of Expertise for Health and Work Ability, Finnish Institute of Occupational Health, Helsinki, Finland
| | - Eira Viikari-Juntura
- Centre of Expertise for Health and Work Ability, Finnish Institute of Occupational Health, Helsinki, Finland
| | - Mika Kähönen
- Tampere University Hospital, Tampere, Finland
- Department of Clinical Physiology and Finnish Cardiovascular Research Center, University of Tampere, Tampere, Finland
| | - Terho Lehtimäki
- Department of Clinical Chemistry, Fimlab Laboratories, and Finnish Cardiovascular Research Center, University of Tampere, Tampere, Finland
| | - Olli T Raitakari
- Department of Clinical Physiology and Nuclear Medicine, Turku University Hospital, Turku, Finland
- Research Centre of Applied and Preventive Cardiovascular Medicine, University of Turku, Turku, Finland
- Centre for Population Health Research, University of Turku and Turku University Hospital, Tampere, Finland
| | - Tea Lallukka
- Centre of Expertise for Health and Work Ability, Finnish Institute of Occupational Health, Helsinki, Finland
- Department of Public Health, University of Helsinki, Helsinki, Finland
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Sirén M, Viikari-Juntura E, Arokoski J, Solovieva S. Work participation and working life expectancy after a disabling shoulder lesion. Occup Environ Med 2019; 76:363-369. [PMID: 30928906 PMCID: PMC6585271 DOI: 10.1136/oemed-2018-105647] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2018] [Revised: 02/11/2019] [Accepted: 02/25/2019] [Indexed: 11/26/2022]
Abstract
Objective To examine the impact of a disabling non-traumatic shoulder lesion on work participation and working life expectancy. Methods From a 70% random sample of the Finnish population, we selected 30–59-year-old wage earners with prolonged sickness absence due to a shoulder lesion (n=7644). We followed the persons from 2006 to 2014 and calculated the proportion of time a person spent in different work participation statuses. The associations of potential determinants with a preterm exit from paid employment were tested using Cox regression. Years expected to be spent in different work participation statuses were estimated applying the Sullivan method for healthy life expectancy. Results During 9 years of follow-up time spent at work was reduced from 77.7% to 46.7%, and 15.8% of the persons were granted disability retirement, mostly due to shoulder and other musculoskeletal diseases. Compared with the general population persons with a disabling shoulder disease are expected to lose from 1.8 to 8.1 years of working life, depending on their age. Age, gender, education, duration of initial sickness absence due to the shoulder lesion, not being able to return to work sustainably and participation in vocational rehabilitation predicted preterm exit from work. Heavy lifting increased the risk of preterm exit marginally. Conclusions Working life expectancy is markedly reduced in persons with a disabling shoulder lesion, mainly because of disability retirement due to musculoskeletal problems. Clinicians should consider interventions targeted at improving musculoskeletal functioning and necessary work modifications before shoulder problems become chronic or the persons develop disabling comorbid musculoskeletal conditions.
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Affiliation(s)
- Maria Sirén
- Finnish Institute of Occupational Health, Helsinki, Finland.,Department of Physical and Rehabilitation Medicine, Helsinki University Hospital, Helsinki, Finland
| | | | - Jari Arokoski
- Department of Physical and Rehabilitation Medicine, Helsinki University Hospital, Helsinki, Finland.,University of Helsinki, Helsinki, Finland
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11
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Ervasti J, Pietiläinen O, Rahkonen O, Lahelma E, Kouvonen A, Lallukka T, Mänty M. Long-term exposure to heavy physical work, disability pension due to musculoskeletal disorders and all-cause mortality: 20-year follow-up-introducing Helsinki Health Study job exposure matrix. Int Arch Occup Environ Health 2018; 92:337-345. [PMID: 30511342 PMCID: PMC6420465 DOI: 10.1007/s00420-018-1393-5] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2018] [Accepted: 11/27/2018] [Indexed: 11/27/2022]
Abstract
PURPOSE We developed a job exposure matrix (JEM) to study the association between long-term exposure to heavy physical effort or heavy lifting and carrying at work with disability pension due to musculoskeletal disorders and premature all-cause mortality. METHODS Exposure to heavy physical effort at work during 1996-2005 was estimated with JEM developed for this study population, where the exposure was based on occupational titles of the participants. We included all employees of the City of Helsinki, Finland, who had annual data of exposure for 8-10 years (1996-2005, n = 18387). The outcome variables were register-based, and the follow-up was from 2006 until 2015. The risk estimates were evaluated using competing risk survival analysis. RESULTS There were 530 (3%) disability pension events due to musculoskeletal disorders during the 10-year follow-up. After adjustment for sex, age, education and chronic diseases, employees in the second (SHR = 1.46, 95% CI 1.05-2.05), third (SHR = 2.73, 95% CI 2.00-2.29), and the highest exposure quartile (SHR = 2.56, 95% CI 1.88-3.50) had a higher risk of musculoskeletal disability pension than employees in the lowest quartile. A total of 110 (4%) men and 266 (2%) women died during the follow-up. Men in the third quartile (SHR = 2.29, 95% CI 1.23-4.24), and women in the highest exposure quartile (SHR = 1.54, 95% CI 0.99-2.41) had a higher risk of premature mortality than those in the lowest quartile. CONCLUSIONS Eight to ten years of exposure to heavy physical effort at work is strongly associated with disability pension due to musculoskeletal disorders. This exposure also increases the risk of premature mortality, particularly among men.
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Affiliation(s)
- Jenni Ervasti
- Department of Public Health, University of Helsinki, Helsinki, Finland. .,Finnish Institute of Occupational Health, PB 18, 00032, Helsinki, Finland.
| | - Olli Pietiläinen
- Department of Public Health, University of Helsinki, Helsinki, Finland
| | - Ossi Rahkonen
- Department of Public Health, University of Helsinki, Helsinki, Finland
| | - Eero Lahelma
- Department of Public Health, University of Helsinki, Helsinki, Finland
| | - Anne Kouvonen
- Faculty of Social Sciences, University of Helsinki, Helsinki, Finland.,SWPS University of Social Sciences and Humanities in Wroclaw, Wroclaw, Poland.,Administrative Data Research Centre-Northern Ireland (ADRC-NI), Queen's University Belfast, Belfast, UK
| | - Tea Lallukka
- Department of Public Health, University of Helsinki, Helsinki, Finland.,Finnish Institute of Occupational Health, PB 18, 00032, Helsinki, Finland
| | - Minna Mänty
- Department of Public Health, University of Helsinki, Helsinki, Finland.,Laurea University of Applied Sciences, Vantaa, Finland
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12
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Brandt M, Madeleine P, Samani A, Jakobsen MD, Skals S, Vinstrup J, Andersen LL. Accuracy of identification of low or high risk lifting during standardised lifting situations. ERGONOMICS 2018; 61:710-719. [PMID: 29171789 DOI: 10.1080/00140139.2017.1408857] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/03/2017] [Accepted: 11/16/2017] [Indexed: 06/07/2023]
Abstract
The aim was to classify lifting activities into low and high risk categories (according to The Danish Working Environment Authority guidelines) based on surface electromyography (sEMG) and trunk inclination (tri-axial accelerometer) measurements. Lifting tasks with different weights, horizontal distance and technique were performed. The lifting tasks were characterised by a feature vector composed of either the 90th, 95th or 99th percentile of sEMG activity level and trunk inclinations during the task. Linear Discriminant Analysis and a subject-specific threshold scheme were applied and lifting tasks were classified with an accuracy of 65.1-65.5%. When lifts were classified based on the subject-specific threshold scheme from low and upper back accelerometers, the accuracy reached 52.1-58.1% and 72.7-78.1%, respectively. In conclusion, the use of subject-specific thresholds from sEMG from upper trapezius and erector spinae as well as inclination of the upper trunk enabled us to identify low and high risk lifts with an acceptable accuracy. Practitioner Summary: This study contributes to the development of a method enabling the automatic detection of high risk lifting tasks, i.e. exposure to high biomechanical loads, based on individual sEMG and kinematics from an entire working day. These methods may be more cost-effective and may complement observations commonly used by practitioners.
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Affiliation(s)
- Mikkel Brandt
- a National Research Centre for the Working Environment , Copenhagen , Denmark
- b Physical Activity and Human Performance Group, SMI, Department of Health Science and Technology , Aalborg University , Aalborg , Denmark
| | - Pascal Madeleine
- b Physical Activity and Human Performance Group, SMI, Department of Health Science and Technology , Aalborg University , Aalborg , Denmark
| | - Afshin Samani
- b Physical Activity and Human Performance Group, SMI, Department of Health Science and Technology , Aalborg University , Aalborg , Denmark
| | - Markus Due Jakobsen
- a National Research Centre for the Working Environment , Copenhagen , Denmark
| | - Sebastian Skals
- a National Research Centre for the Working Environment , Copenhagen , Denmark
| | - Jonas Vinstrup
- a National Research Centre for the Working Environment , Copenhagen , Denmark
- b Physical Activity and Human Performance Group, SMI, Department of Health Science and Technology , Aalborg University , Aalborg , Denmark
| | - Lars Louis Andersen
- a National Research Centre for the Working Environment , Copenhagen , Denmark
- b Physical Activity and Human Performance Group, SMI, Department of Health Science and Technology , Aalborg University , Aalborg , Denmark
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13
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Piirtola M, Kaprio J, Waller K, Heikkilä K, Koskenvuo M, Svedberg P, Silventoinen K, Kujala UM, Ropponen A. Leisure-time physical inactivity and association with body mass index: a Finnish Twin Study with a 35-year follow-up. Int J Epidemiol 2018; 46:116-127. [PMID: 26979986 DOI: 10.1093/ije/dyw007] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/14/2016] [Indexed: 01/29/2023] Open
Abstract
Background We investigated the stability and change of leisure-time physical inactivity in adult men and women during a 35-year follow-up. We also analysed the impact of long-term physical inactivity on the development of body mass index (BMI). Methods : In this population-based cohort study, 5254 Finnish twin individuals (59% women) participated in four surveys in 1975, 1981, 1990 and 2011. Mean age at baseline was 23.9 years. Individual long-term leisure-time physical activity (LTPA) was categorized into seven classes varying from 'persistently inactive' to 'persistently active'. We used the multivariate multilevel mixed-effects linear regression model and paired-sample t-test in the analyses. Co-twin control design was used for examining within-pair associations. Results : Of men 11%, and of women 8%, were persistently inactive. Among both sexes, the mean BMI slope trajectories were steeper among the persistently inactive and those who became inactive than among those who were persistently active. Overall, the inactive participants gained 1.4 kg/m 2 [95% confidence interval (CI) 1.2 to 1.7] more in weight than did the active participants from 1975 to 2011. Among twin pairs discordant for LTPA, the corresponding difference was 1.4 kg/m 2 (95% CI 0.83 to 2.0) in dizygotic pairs and 0.68 kg/m 2 (95% CI 0.05 to1.3) in monozygotic pairs. Conclusions Over a 35-year time span from young adulthood, persistently inactive participants and those who had become inactive had greater weight increases than those who were persistently active. This association was also found in twin-pair analyses, although attenuated in monozygotic pairs. This may support the importance of LTPA in weight management, although further causal inference is required.
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Affiliation(s)
- Maarit Piirtola
- University of Helsinki, Department of Public Health, Helsinki, Finland
| | - Jaakko Kaprio
- University of Helsinki, Department of Public Health, Helsinki, Finland
| | - Katja Waller
- University of Helsinki, Department of Public Health, Helsinki, Finland
| | - Kauko Heikkilä
- University of Helsinki, Department of Public Health, Helsinki, Finland
| | - Markku Koskenvuo
- University of Helsinki, Department of Public Health, Helsinki, Finland
| | - Pia Svedberg
- University of Helsinki, Department of Public Health, Helsinki, Finland
| | | | - Urho M Kujala
- University of Helsinki, Department of Public Health, Helsinki, Finland
| | - Annina Ropponen
- University of Helsinki, Department of Public Health, Helsinki, Finland
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14
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Sundstrup E, Hansen ÅM, Mortensen EL, Poulsen OM, Clausen T, Rugulies R, Møller A, Andersen LL. Retrospectively assessed physical work environment during working life and risk of sickness absence and labour market exit among older workers. Occup Environ Med 2017; 75:114-123. [PMID: 28819019 PMCID: PMC5800344 DOI: 10.1136/oemed-2016-104279] [Citation(s) in RCA: 59] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2016] [Revised: 07/07/2017] [Accepted: 07/27/2017] [Indexed: 12/13/2022]
Abstract
Objective To determine the prospective association between retrospectively assessed physical work environment during working life and prospectively assessed sickness absence and labour market exit among older workers. Methods Using Cox regression analyses we estimated the 4-year to 6-year prospective risk of register-based long-term sickness absence (LTSA), disability pension, early retirement and unemployment from exposure to different physical work environmental factors during working life among 5076 older workers (age 49–63 at baseline) from the Copenhagen Aging and Midlife Biobank cohort. Results Very hard physical work throughout working life was a risk factor for LTSA (HR 1.66,95% CI 1.32 to 2.07), disability pension (HR 2.21,95% CI 1.04 to 4.72) and early retirement (HR 1.57,95% CI 1.13 to 2.17). Both short-term (<10 years) and long-term (≥20 years) exposures to lifting or carrying of heavy burdens predicted the risk of LTSA (HRs 1.49–1.56) and disability pension (HRs 2.26–3.29). In contrast, exposure to dust was associated with LTSA and disability pension only following 20 or more exposure years. Conclusions Retrospectively assessed hard physical work during working life and exposure to several factors in the physical work environment, especially heavy lifting, were important for labour market exit and sickness absence. This study underscores the importance of reducing physical work exposures throughout the working life course for preventing sickness absence and premature exit from the labour market.
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Affiliation(s)
- Emil Sundstrup
- National Research Centre for the Working Environment, Copenhagen, Denmark
| | - Åse Marie Hansen
- National Research Centre for the Working Environment, Copenhagen, Denmark.,Department of Public Health, University of Copenhagen, Copenhagen, Denmark
| | - Erik Lykke Mortensen
- Department of Public Health, University of Copenhagen, Copenhagen, Denmark.,Center for Healthy Aging, University of Copenhagen, Copenhagen, Denmark
| | | | - Thomas Clausen
- National Research Centre for the Working Environment, Copenhagen, Denmark
| | - Reiner Rugulies
- National Research Centre for the Working Environment, Copenhagen, Denmark.,Department of Public Health, University of Copenhagen, Copenhagen, Denmark.,Department of Psychology, University of Copenhagen, Copenhagen, Denmark
| | - Anne Møller
- Department of Occupational Medicine, Holbæk Hospital, Copenhagen, Denmark.,Department of Public Health, The Research Unit for General Practice and Section of General Practice, University of Copenhagen, Copenhagen, Denmark
| | - Lars L Andersen
- National Research Centre for the Working Environment, Copenhagen, Denmark.,Department of Health Science and Technology, Physical Activity and Human Performance group, SMI, Aalborg University, Copenhagen, Denmark
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15
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Post Sennehed C, Gard G, Holmberg S, Stigmar K, Forsbrand M, Grahn B. "Blue flags", development of a short clinical questionnaire on work-related psychosocial risk factors - a validation study in primary care. BMC Musculoskelet Disord 2017; 18:318. [PMID: 28738803 PMCID: PMC5525291 DOI: 10.1186/s12891-017-1677-z] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/14/2017] [Accepted: 07/13/2017] [Indexed: 12/30/2022] Open
Abstract
Background Working conditions substantially influence health, work ability and sick leave. Useful instruments to help clinicians pay attention to working conditions are lacking in primary care (PC). The aim of this study was to test the validity of a short “Blue flags” questionnaire, which focuses on work-related psychosocial risk factors and any potential need for contacts and/or actions at the workplace. Methods From the original“The General Nordic Questionnaire” (QPSNordic) the research group identified five content areas with a total of 51 items which were considered to be most relevant focusing on work-related psychosocial risk factors. Fourteen items were selected from the identified QPSNordic content areas and organised in a short questionnaire “Blue flags”. These 14 items were validated towards the 51 QPSNordic items. Content validity was reviewed by a professional panel and a patient panel. Structural and concurrent validity were also tested within a randomised clinical trial. Results The two panels (n = 111) considered the 14 psychosocial items to be relevant. A four-factor model was extracted with an explained variance of 25.2%, 14.9%, 10.9% and 8.3% respectively. All 14 items showed satisfactory loadings on all factors. Concerning concurrent validity the overall correlation was very strong rs = 0.87 (p < 0.001).). Correlations were moderately strong for factor one, rs = 0.62 (p < 0.001) and factor two, rs = 0.74 (p < 0.001). Factor three and factor four were weaker, bur still fair and significant at rs = 0.53 (p < 0.001) and rs = 0.41 (p < 0.001) respectively. The internal consistency of the whole “Blue flags” was good with Cronbach’s alpha of 0.76. Conclusions The content, structural and concurrent validity were satisfactory in this first step of development of the “Blue flags” questionnaire. In summary, the overall validity is considered acceptable. Testing in clinical contexts and in other patient populations is recommended to ensure predictive validity and usefulness.
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Affiliation(s)
- Charlotte Post Sennehed
- Department of Clinical Sciences Lund, Lund University, Orthopedics, Lund, Sweden. .,Epidemiology and Register Centre South, Region Skåne, Lund, Sweden. .,Department of Research and Development, Region Kronoberg, Box 1223, 35112, Växjö, Sweden.
| | - Gunvor Gard
- Department of Health Sciences, Lund University, Lund, Sweden.,Department of Health Sciences, Luleå University of Technology, Luleå, Sweden
| | - Sara Holmberg
- Department of Research and Development, Region Kronoberg, Box 1223, 35112, Växjö, Sweden.,Division of Occupational and Environmental Medicine, Institute of Laboratory Medicine, Lund University, Lund, Sweden
| | - Kjerstin Stigmar
- Epidemiology and Register Centre South, Region Skåne, Lund, Sweden.,Department of Health Sciences, Lund University, Lund, Sweden
| | - Malin Forsbrand
- Department of Clinical Sciences Lund, Lund University, Orthopedics, Lund, Sweden.,Epidemiology and Register Centre South, Region Skåne, Lund, Sweden.,Blekinge Centre of Competence, Landstinget Blekinge, Karlskrona, Sweden
| | - Birgitta Grahn
- Department of Clinical Sciences Lund, Lund University, Orthopedics, Lund, Sweden.,Epidemiology and Register Centre South, Region Skåne, Lund, Sweden.,Department of Research and Development, Region Kronoberg, Box 1223, 35112, Växjö, Sweden
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16
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Fimland MS, Vie G, Holtermann A, Krokstad S, Nilsen TIL. Occupational and leisure-time physical activity and risk of disability pension: prospective data from the HUNT Study, Norway. Occup Environ Med 2017; 75:23-28. [PMID: 28698178 PMCID: PMC5749312 DOI: 10.1136/oemed-2017-104320] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2017] [Revised: 05/25/2017] [Accepted: 06/03/2017] [Indexed: 11/03/2022]
Abstract
OBJECTIVES To prospectively investigate the association between occupational physical activity (OPA) and disability pension due to musculoskeletal cause, mental cause or any cause. We also examined the combined association of OPA and leisure-time physical activity (LTPA) with disability pension. METHODS A population-based cohort study in Norway on 32 362 persons aged 20-65 years with questionnaire data on OPA and LTPA that were followed up for incident disability pension through the National Insurance Database. We used Cox regression to estimate adjusted HRs with 95% CIs. RESULTS During a follow-up of 9.3 years, 3837 (12%) received disability pension. Compared with people with mostly sedentary work, those who performed much walking, much walking and lifting, and heavy physical work had HRs of 1.26 (95% CI 1.16 to 1.38), 1.44 (95% CI 1.32 to 1.58) and 1.48 (95% CI 1.33 to 1.70), respectively. These associations were stronger for disability pension due to musculoskeletal disorders, whereas there was no clear association between OPA and risk of disability pension due to mental disorders. People with high OPA and low LTPA had a HR of 1.77 (95% CI 1.58 to 1.98) for overall disability pension and HR of 2.56 (95% CI 2.10 to 3.11) for disability pension due to musculoskeletal disorders, versus low OPA and high LTPA. CONCLUSIONS We observed a positive association between OPA and risk of disability pension due to all causes and musculoskeletal disorders, but not for mental disorders. Physical activity during leisure time reduced some, but not all of the unfavourable effect of physically demanding work on risk of disability pension.
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Affiliation(s)
- Marius Steiro Fimland
- Department of Public Health and Nursing, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology (NTNU), Trondheim, Norway.,Department of Physical Medicine and Rehabilitation, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
| | - Gunnhild Vie
- Department of Public Health and Nursing, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology (NTNU), Trondheim, Norway
| | - Andreas Holtermann
- National Research Centre for the Working Environment, Copenhagen, Denmark.,Department of Sports Science and Clinical Biomechanics, University of Southern Denmark, Odense, Denmark
| | - Steinar Krokstad
- Department of Public Health and Nursing, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology (NTNU), Trondheim, Norway.,Department of Public Health and Nursing, Faculty of Medicine and Health Sciences, HUNT Research Centre, Norwegian University of Science and Technology (NTNU), Levanger, Norway
| | - Tom Ivar Lund Nilsen
- Department of Public Health and Nursing, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology (NTNU), Trondheim, Norway
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17
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Mittendorfer-Rutz E, Dorner TE. Socio-economic factors associated with the 1‑year prevalence of severe pain and pain-related sickness absence in the Austrian population. Wien Klin Wochenschr 2017. [PMID: 28639082 PMCID: PMC5772134 DOI: 10.1007/s00508-017-1222-y] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Background The aim of this study was to (1) investigate the relation of socio-economic status (SES), measured as education, occupation, and income, with the 12-month prevalence of severe pain and with pain-related sickness absence, and (2) analyse to what extent sociodemographic and medical factors influence these associations. Methods The study population comprised 8084 subjects aged between 15 and 65 years from the Austrian Health Interview Survey in 2006/07. Associations of SES with the 1‑year prevalence of severe pain and sickness absence due to pain in those with severe pain was assessed with logistic regression analysis and adjusted for socio-demographic and chronic medical conditions. Results The 1‑year prevalence of severe pain was 33.7%. Among those with severe pain, 32.9% were on sickness absence due to pain. SES was significantly associated with the prevalence of severe pain and even more strongly with sickness absence due to pain. Stepwise adjustment for socio-demographics and medical factors had only marginal effects on these associations. Multivariate odds ratios (ORs) for severe pain were 1.14; 1.18 and 1.32 for low income, blue-collar workers, and low education, respectively. Related ORs for sickness absence due to pain were 1.52; 1.14 and 2.05. Conclusions There was an association between SES, particularly measured as educational level, and the prevalence of severe pain, which was even stronger with sickness absence due to pain.
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Affiliation(s)
- Ellenor Mittendorfer-Rutz
- Department of Clinical Neuroscience, Division of Insurance Medicine, Karolinska Institutet, Berzelius väg 3, 17177, Stockholm, Sweden
| | - Thomas Ernst Dorner
- Department of Social and Preventive Medicine, Centre for Public Health, Medical University of Vienna, Kinderspitalgasse 15/I, 1090, Vienna, Austria.
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18
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Sennehed CP, Holmberg S, Stigmar K, Forsbrand M, Petersson IF, Nyberg A, Grahn B. Referring to multimodal rehabilitation for patients with musculoskeletal disorders - a register study in primary health care. BMC Health Serv Res 2017; 17:15. [PMID: 28061870 PMCID: PMC5219789 DOI: 10.1186/s12913-016-1948-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2015] [Accepted: 12/14/2016] [Indexed: 11/13/2022] Open
Abstract
Background In 2008, the Swedish government introduced a National Rehabilitation Program, in which the government financially reimburses the county councils for evidence-based multimodal rehabilitation (MMR) interventions. The target group is patients of working age with musculoskeletal disorders (MSD), expected to return to work or remain at work after rehabilitation. Much attention in the evaluations has been on patient outcomes and on processes. We lack knowledge about how factors related to health care providers and community can have an impact on how patients have access to MMR. The aim of this study was therefore to study the impact of health care provider and community related factors on referrals to MMR in patients with MSD applying for health care in primary health care. Methods This was a primary health care-based cohort study based on prospectively ascertained register data. All primary health care centres (PHCC) contracted in Region Skåne in 2010-2012, referring to MMR were included (n = 153). The health care provider factors studied were: community size, PHCC size, public or private PHCC, whether or not the PHCCs provided their own MMR, burden of illness and the community socioeconomic status among the registered population at the PHCCs. The results are presented with descriptive statistics and for the analysis, non-parametric and multiple linear regression analyses were applied. Results PHCCs located in larger communities sent more referrals/1000 registered population (p = 0.020). Private PHCCs sent more referrals/1000 registered population compared to public units (p = 0.035). Factors related to more MMR referrals/1000 registered population in the multiple regression analyses were PHCCs located in medium and large communities and with above average socioeconomic status among the registered population at the PHCCs, private PHCC and PHCCs providing their own MMR. The explanation degree for the final model was 24.5%. Conclusions We found that referral rates to MMR were positively associated with PHCCs located in medium and large sized communities with higher socioeconomic status among the registered population, private PHCCs and PHCCs providing their own MMR. Patients with MSD are thus facing significant inequities and were thus not offered the same opportunities for referrals to rehabilitation regardless of which PHCC they visited.
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Affiliation(s)
- Charlotte Post Sennehed
- Faculty of Medicine, Department of Clinical Sciences Lund, Orthopedics, Lund University, Lund, Sweden. .,Epidemiology and Register Centre South, Region Skåne, Lund, Sweden. .,Department of Research and Development, Region Kronoberg, Växjö, Sweden.
| | - Sara Holmberg
- Department of Research and Development, Region Kronoberg, Växjö, Sweden.,Division of Occupational and Environmental Medicine, Institute of Laboratory Medicine, Lund University, Lund, Sweden
| | - Kjerstin Stigmar
- Epidemiology and Register Centre South, Region Skåne, Lund, Sweden.,Department of Health Sciences, Physiotherapy, Lund University, Lund, Sweden
| | - Malin Forsbrand
- Faculty of Medicine, Department of Clinical Sciences Lund, Orthopedics, Lund University, Lund, Sweden.,Epidemiology and Register Centre South, Region Skåne, Lund, Sweden.,Blekinge Centre of Competence, Karlskrona, Sweden
| | - Ingemar F Petersson
- Faculty of Medicine, Department of Clinical Sciences Lund, Orthopedics, Lund University, Lund, Sweden.,Epidemiology and Register Centre South, Region Skåne, Lund, Sweden
| | - Anja Nyberg
- Skåne Regional Council, Region Skåne, Department of Healthcare Governance, Malmö, Sweden
| | - Birgitta Grahn
- Faculty of Medicine, Department of Clinical Sciences Lund, Orthopedics, Lund University, Lund, Sweden.,Epidemiology and Register Centre South, Region Skåne, Lund, Sweden.,Department of Research and Development, Region Kronoberg, Växjö, Sweden
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19
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Socioeconomic Differences in Cause-Specific Disability Retirement in Finland, 1988 to 2009. J Occup Environ Med 2016; 58:840-5. [DOI: 10.1097/jom.0000000000000808] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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