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Published in: International Archives of Occupational and Environmental Health 3/2018

Open Access 01-04-2018 | Original Article

Trajectories of job demands and control: risk for subsequent symptoms of major depression in the nationally representative Swedish Longitudinal Occupational Survey of Health (SLOSH)

Authors: Julia K. Åhlin, Hugo Westerlund, Yannick Griep, Linda L. Magnusson Hanson

Published in: International Archives of Occupational and Environmental Health | Issue 3/2018

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Abstract

Purpose

Depression is a global health concern. High job demands, low job control, and the combination (high strain) are associated with depression. However, few longitudinal studies have investigated changed or repeated exposure to demands and control related to depression. We investigated how trajectories of exposure to job demands and control jointly influence subsequent depression.

Methods

We included 7949 subjects from the Swedish Longitudinal Occupational Survey of Health, who completed questionnaires of perceived job demands and control, and depressive symptoms from 2006 to 2014. None of them were depressed between 2006 and 2012. Univariate and joint group-based trajectory models identified groups with similar development of demands and control across 2006–2012. Logistic regression estimated the risk for symptoms of major depression in 2014 according to joint trajectory groups.

Results

The joint trajectory model included seven groups, all with fairly stable levels of demands and control over time. Subjects in the high strain and active (high demands and high control) trajectories were significantly more likely to have subsequent major depressive symptoms compared to those having low strain, controlling for demographic covariates (OR 2.15; 95% Cl 1.24–3.74 and OR 2.04; 95% CI 1.23–3.40, respectively). The associations did not remain statistically significant after adjusting for previous depressive symptoms in addition to demographic covariates.

Conclusions

The results indicate that the levels of job demands and control were relatively unchanged across 6 years and suggest that long-term exposure to a high strain or active job may be associated with increased risk for subsequent depression.
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Literature
go back to reference Allen TD, Herst DE, Bruck CS, Sutton M (2000) Consequences associated with work-to-family conflict: a review and agenda for future research. J Occup Health Psychol 5(2):278–308CrossRef Allen TD, Herst DE, Bruck CS, Sutton M (2000) Consequences associated with work-to-family conflict: a review and agenda for future research. J Occup Health Psychol 5(2):278–308CrossRef
go back to reference Andruff H, Carraro N, Thompson A, Gaudreau P, Louvet B (2009) Latent class growth modelling: a tutorial. Tutor Quant Methods Psychol 5:11–24CrossRef Andruff H, Carraro N, Thompson A, Gaudreau P, Louvet B (2009) Latent class growth modelling: a tutorial. Tutor Quant Methods Psychol 5:11–24CrossRef
go back to reference Birnbaum HG, Kessler RC, Kelley D, Ben-Hamadi R, Joish VN, Greenberg PE (2010) Employer burden of mild, moderate, and severe major depressive disorder: mental health services utilization and costs, and work performance. Depress Anxiety 27(1):78–89. 10.1002/da.20580 CrossRef Birnbaum HG, Kessler RC, Kelley D, Ben-Hamadi R, Joish VN, Greenberg PE (2010) Employer burden of mild, moderate, and severe major depressive disorder: mental health services utilization and costs, and work performance. Depress Anxiety 27(1):78–89. 10.​1002/​da.​20580 CrossRef
go back to reference Burns RA, Butterworth P, Anstey KJ (2016) An examination of the long-term impact of job strain on mental health and wellbeing over a 12-year period. Soc Psychiatr Epidemiol 51(5):725–733. 10.1007/s00127-016-1192-9 CrossRef Burns RA, Butterworth P, Anstey KJ (2016) An examination of the long-term impact of job strain on mental health and wellbeing over a 12-year period. Soc Psychiatr Epidemiol 51(5):725–733. 10.​1007/​s00127-016-1192-9 CrossRef
go back to reference Chungkham HS, Ingre M, Karasek R, Westerlund H, Theorell T (2013) Factor structure and longitudinal measurement invariance of the demand control support model: an evidence from the Swedish Longitudinal Occupational Survey of Health (SLOSH). PLoS One 8(8):e70541CrossRef Chungkham HS, Ingre M, Karasek R, Westerlund H, Theorell T (2013) Factor structure and longitudinal measurement invariance of the demand control support model: an evidence from the Swedish Longitudinal Occupational Survey of Health (SLOSH). PLoS One 8(8):e70541CrossRef
go back to reference Courvoisier DS, Perneger TV (2010) Validation of alternative formulations of job strain. J Occup Health 52(1):5–13CrossRef Courvoisier DS, Perneger TV (2010) Validation of alternative formulations of job strain. J Occup Health 52(1):5–13CrossRef
go back to reference de Lange AH, Taris TW, Kompier MAJ, Houtman ILD, Bongers PM (2002) Effects of stable and changing demand-control histories on worker health. Scand J Work Environ Health 28(2):94–108CrossRef de Lange AH, Taris TW, Kompier MAJ, Houtman ILD, Bongers PM (2002) Effects of stable and changing demand-control histories on worker health. Scand J Work Environ Health 28(2):94–108CrossRef
go back to reference Ferrari AJ et al (2013) The epidemiological modelling of major depressive disorder: application for the Global Burden of Disease Study 2010. PLoS One 8(7):e69637CrossRef Ferrari AJ et al (2013) The epidemiological modelling of major depressive disorder: application for the Global Burden of Disease Study 2010. PLoS One 8(7):e69637CrossRef
go back to reference Fransson EI et al (2012) Comparison of alternative versions of the job demand-control scales in 17 European cohort studies: the IPD-Work consortium. BMC Public Health. 10.1186/1471-2458-12-62 Fransson EI et al (2012) Comparison of alternative versions of the job demand-control scales in 17 European cohort studies: the IPD-Work consortium. BMC Public Health. 10.​1186/​1471-2458-12-62
go back to reference Geldhof GJ, Preacher KJ, Zyphur MJ (2014) Reliability estimation in a multilevel confirmatory factor analysis framework. Psychol Methods 19(1):72–91. 10.1037/a0032138 CrossRef Geldhof GJ, Preacher KJ, Zyphur MJ (2014) Reliability estimation in a multilevel confirmatory factor analysis framework. Psychol Methods 19(1):72–91. 10.​1037/​a0032138 CrossRef
go back to reference Jones BL, Nagin DS (2012) A stata plugin for estimating group-based trajectory models. [Working Paper]. (In press) Jones BL, Nagin DS (2012) A stata plugin for estimating group-based trajectory models. [Working Paper]. (In press)
go back to reference Karasek R, Theorell T (1990) Healthy work: stress, productivty, and the reconstruction of working life. Basic Books, New York Karasek R, Theorell T (1990) Healthy work: stress, productivty, and the reconstruction of working life. Basic Books, New York
go back to reference Lorant V, Deliege D, Eaton W, Robert A, Philippot P, Ansseau M (2003) Socioeconomic inequalities in depression: a meta-analysis. Am J Epidemiol 157(2):98–112CrossRef Lorant V, Deliege D, Eaton W, Robert A, Philippot P, Ansseau M (2003) Socioeconomic inequalities in depression: a meta-analysis. Am J Epidemiol 157(2):98–112CrossRef
go back to reference Louvet B, Gaudreau P, Menaut A, Genty J, Deneuve P (2009) Revisiting the changing and stable properties of coping utilization using latent class growth analysis: a longitudinal investigation with soccer referees. Psychol Sport Exerc 10(1):124–135. 10.1016/j.psychsport.2008.02.002 CrossRef Louvet B, Gaudreau P, Menaut A, Genty J, Deneuve P (2009) Revisiting the changing and stable properties of coping utilization using latent class growth analysis: a longitudinal investigation with soccer referees. Psychol Sport Exerc 10(1):124–135. 10.​1016/​j.​psychsport.​2008.​02.​002 CrossRef
go back to reference Magnusson Hanson LL, Theorell T, Oxenstierna G, Hyde M, Westerlund H (2008) Demand, control and social climate as predictors of emotional exhaustion symptoms in working Swedish men and women. Scand J Public Health 36(7):737–743. 10.1177/1403494808090164 CrossRef Magnusson Hanson LL, Theorell T, Oxenstierna G, Hyde M, Westerlund H (2008) Demand, control and social climate as predictors of emotional exhaustion symptoms in working Swedish men and women. Scand J Public Health 36(7):737–743. 10.​1177/​1403494808090164​ CrossRef
go back to reference Magnusson Hanson LL et al (2014) The symptom checklist-core depression (SCL-CD6) scale: psychometric properties of a brief six item scale for the assessment of depression. Scand J Public Health 42(1):82–88. 10.1177/1403494813500591 CrossRef Magnusson Hanson LL et al (2014) The symptom checklist-core depression (SCL-CD6) scale: psychometric properties of a brief six item scale for the assessment of depression. Scand J Public Health 42(1):82–88. 10.​1177/​1403494813500591​ CrossRef
go back to reference Nagin D (2005) Group-based modeling of development. Harvard University Press, CambridgeCrossRef Nagin D (2005) Group-based modeling of development. Harvard University Press, CambridgeCrossRef
go back to reference Raftery AE (1995) Bayesian model selection in social research. In: Marsden PV (ed) Sociol methodol, vol 25, pp 111–163 Raftery AE (1995) Bayesian model selection in social research. In: Marsden PV (ed) Sociol methodol, vol 25, pp 111–163
go back to reference Rugulies R, Bultmann U, Aust B, Burr H (2006) Psychosocial work environment and incidence of severe depressive symptoms: prospective findings from a 5-year follow-up of the Danish work environment cohort study. Am J Epidemiol 163(10):877–887. 10.1093/aje/kwj119 CrossRef Rugulies R, Bultmann U, Aust B, Burr H (2006) Psychosocial work environment and incidence of severe depressive symptoms: prospective findings from a 5-year follow-up of the Danish work environment cohort study. Am J Epidemiol 163(10):877–887. 10.​1093/​aje/​kwj119 CrossRef
go back to reference Sanne B, Torp S, Mykletun A, Dahl AA (2005) The Swedish demand-control-support questionnaire (DCSQ): factor structure, item analyses, and internal consistency in a large population. Scand J Public Health 33(3):166–174. 10.1080/14034940410019217 CrossRef Sanne B, Torp S, Mykletun A, Dahl AA (2005) The Swedish demand-control-support questionnaire (DCSQ): factor structure, item analyses, and internal consistency in a large population. Scand J Public Health 33(3):166–174. 10.​1080/​1403494041001921​7 CrossRef
go back to reference Stansfeld S, Candy B (2006) Psychosocial work environment and mental health—a meta-analytic review. Scand J Work Environ Health 32(6):443–462CrossRef Stansfeld S, Candy B (2006) Psychosocial work environment and mental health—a meta-analytic review. Scand J Work Environ Health 32(6):443–462CrossRef
go back to reference Tu YK, Tilling K, Sterne JA, Gilthorpe MS (2013) A critical evaluation of statistical approaches to examining the role of growth trajectories in the developmental origins of health and disease. Int J Epidemiol 42(5):1327–1339. 10.1093/ije/dyt157 CrossRef Tu YK, Tilling K, Sterne JA, Gilthorpe MS (2013) A critical evaluation of statistical approaches to examining the role of growth trajectories in the developmental origins of health and disease. Int J Epidemiol 42(5):1327–1339. 10.​1093/​ije/​dyt157 CrossRef
go back to reference Wang JL, Schmitz N, Dewa C, Stansfeld S (2009) Changes in perceived job strain and the risk of major depression: results from a population-based longitudinal study. Am J Epidemiol 169(9):1085–1091. 10.1093/aje/kwp037 CrossRef Wang JL, Schmitz N, Dewa C, Stansfeld S (2009) Changes in perceived job strain and the risk of major depression: results from a population-based longitudinal study. Am J Epidemiol 169(9):1085–1091. 10.​1093/​aje/​kwp037 CrossRef
go back to reference Wickrama KAS, Lorenz FO, Fang SA, Abraham WT, Elder GH (2005) Gendered trajectories of work control and health outcomes in the middle years—a perspective from the rural midwest. J Aging Health 17(6):779–806. 10.1177/0898264305279868 CrossRef Wickrama KAS, Lorenz FO, Fang SA, Abraham WT, Elder GH (2005) Gendered trajectories of work control and health outcomes in the middle years—a perspective from the rural midwest. J Aging Health 17(6):779–806. 10.​1177/​0898264305279868​ CrossRef
Metadata
Title
Trajectories of job demands and control: risk for subsequent symptoms of major depression in the nationally representative Swedish Longitudinal Occupational Survey of Health (SLOSH)
Authors
Julia K. Åhlin
Hugo Westerlund
Yannick Griep
Linda L. Magnusson Hanson
Publication date
01-04-2018
Publisher
Springer Berlin Heidelberg
Published in
International Archives of Occupational and Environmental Health / Issue 3/2018
Print ISSN: 0340-0131
Electronic ISSN: 1432-1246
DOI
https://doi.org/10.1007/s00420-017-1277-0

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