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Hernando-Rodriguez JC, Serra-Saurina L, Benavides FG, Ubalde-Lopez M. Sickness absence trajectories following labour market participation patterns in Catalonia, 2012-2014. Eur J Public Health 2019. [DOI: 10.1093/eurpub/ckz187.108] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Abstract
Background
Working life is characterized by transitions between different employment status which could affect future health status. Previous studies on sickness absence (SA) have focused on risk factors in the workplace; however, there is scarce evidence regarding labour market participation (LMP) patterns. The aim of this study is to examine the association between prior LMP patterns and the course of SA.
Methods
Cohort study based on a sample of 11,968 salaried workers affiliated with the Spanish Social Security system, living in Catalonia, who accumulated more than 15 days on SA at least in one quarter during 2012-2014, from three working life cohorts according to the working life stage in 2002: early (18-25 years), middle (26-35 years) and late (36-45 years). Sequence analysis was used to identify LMP patterns (2002-2011). Latent class growth analysis was applied to identify SA trajectories (2012-2014). Finally, crude and adjusted odds ratios (aOR) were estimated using multinomial logistic regression models.
Results
Overall, four SA trajectories were identified: low stable (83%-88% of the workers), decreasing (5%-9%), increasing (5%-11%) and high stable (7%-16%) accumulated days on SA, for men and women. Similarly, seven LMP patterns were obtained: stable employment (63%-81%), increasing employment (5%-22%), delayed employment (7%-8%), decreasing employment (4%-10%), varying employment (13%-14%), steeply decreasing employment (9%), and steeply labour market exit (8%). No significant associations were observed among LMP patterns and SA trajectories, except for young men, where an increasing employment pattern was significantly associated with a lower risk to increase days on SA over time (aOR: 0.21 [95% CI: 0.04-0.96]).
Conclusions
A prior 10 years of LMP pattern does not seem to show an effect on the course of SA. A closer working life to the SA course could be considered to assess this relationship.
Funding: Grants FIS PI17/00220 and PI14/00057
Key messages
A longitudinally approach is warranted to evaluate the relationship between working life and sickness absence. Extended prior working lives are not related to the course of future sickness absence.
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Affiliation(s)
- J C Hernando-Rodriguez
- Experimental and Health Sciences, Universitat Pompeu Fabra, Center for Research in Occupational Health, Barcelona, Spain
- IMIM - Parc Salut Mar, Barcelona, Spain
- CIBER of Epidemiology and Public Health, Madrid, Spain
| | - L Serra-Saurina
- Experimental and Health Sciences, Universitat Pompeu Fabra, Center for Research in Occupational Health, Barcelona, Spain
- IMIM - Parc Salut Mar, Barcelona, Spain
- CIBER of Epidemiology and Public Health, Madrid, Spain
| | - F G Benavides
- Experimental and Health Sciences, Universitat Pompeu Fabra, Center for Research in Occupational Health, Barcelona, Spain
- IMIM - Parc Salut Mar, Barcelona, Spain
- CIBER of Epidemiology and Public Health, Madrid, Spain
| | - M Ubalde-Lopez
- Experimental and Health Sciences, Universitat Pompeu Fabra, Center for Research in Occupational Health, Barcelona, Spain
- IMIM - Parc Salut Mar, Barcelona, Spain
- CIBER of Epidemiology and Public Health, Madrid, Spain
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Albin M, Bültmann U, Casas M, Lawlor DA, Lendzhova V, Leombruni R, Lissaker C, Lucas R, Maule M, Peters S, Polańska K, Sarac J, Selander J, Skroder H, Mehlum IS, Ubalde-Lopez M. Employment and health of working parents: a joint effort to uncover hidden treasures in birth cohorts. Eur J Public Health 2019. [DOI: 10.1093/eurpub/ckz186.154] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Abstract
Birth and child cohorts include a wealth of valuable and under-utilized data on employment and health of parents during pregnancy, at birth and often at one or more follow-up assessments.
OMEGA-NET is a EU COST Action aimed at creating a network to optimize the use of European occupational, industrial and population cohorts and to promote health research on occupation and employment. Within this network, Task Group 3.3 is exploring the possibility of exploiting birth cohort data to investigate the interplay between health, socio-economic conditions, working life and work participation of parents around and after the birth of their children, identify gaps in knowledge, and devise strategies to fill them.
Using a web-based database, www.birthcohorts.net, we have identified cohorts with occupational and health information in up to 200,000 parents. Out of 47 cohorts with information on mothers, maternal employment status and occupational exposures during pregnancy were recorded in 18 and 35 cohorts, respectively. For paternal exposures, the corresponding numbers were 6 and 15. To exploit these data, many challenges have to be overcome, primarily harmonization of exposures and outcomes. Cohorts cover different time periods and geographical regions, which can be at the same time a challenge and a blessing, providing hints on causal effects and mechanisms. Other strengths of pooling birth cohorts include the life-course nature of data and the possibility to investigate neglected occupationally-related exposures like work-family conflicts and their effects on health.
We argue that parental data collected in birth cohorts are a valuable under-exploited source of information that would allow cross-national comparisons of the relationships between work, career trajectories and health of young parents.
Key messages
Birth cohorts hide a treasure of occupational and health information of young working parents. OMEGA-NET has plans to dig them out to investigate their interplay.
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Affiliation(s)
- M Albin
- OMEGA-NET, Network on the Coordination and Harmonisation of European Occupational Cohorts (OMEGA-NET) project; Task Group 3.3 Employment patterns in the young
| | - U Bültmann
- OMEGA-NET, Network on the Coordination and Harmonisation of European Occupational Cohorts (OMEGA-NET) project; Task Group 3.3 Employment patterns in the young
| | - M Casas
- OMEGA-NET, Network on the Coordination and Harmonisation of European Occupational Cohorts (OMEGA-NET) project; Task Group 3.3 Employment patterns in the young
| | - D A Lawlor
- OMEGA-NET, Network on the Coordination and Harmonisation of European Occupational Cohorts (OMEGA-NET) project; Task Group 3.3 Employment patterns in the young
| | - V Lendzhova
- OMEGA-NET, Network on the Coordination and Harmonisation of European Occupational Cohorts (OMEGA-NET) project; Task Group 3.3 Employment patterns in the young
| | - R Leombruni
- OMEGA-NET, Network on the Coordination and Harmonisation of European Occupational Cohorts (OMEGA-NET) project; Task Group 3.3 Employment patterns in the young
| | - C Lissaker
- OMEGA-NET, Network on the Coordination and Harmonisation of European Occupational Cohorts (OMEGA-NET) project; Task Group 3.3 Employment patterns in the young
| | - R Lucas
- OMEGA-NET, Network on the Coordination and Harmonisation of European Occupational Cohorts (OMEGA-NET) project; Task Group 3.3 Employment patterns in the young
| | - M Maule
- OMEGA-NET, Network on the Coordination and Harmonisation of European Occupational Cohorts (OMEGA-NET) project; Task Group 3.3 Employment patterns in the young
| | - S Peters
- OMEGA-NET, Network on the Coordination and Harmonisation of European Occupational Cohorts (OMEGA-NET) project; Task Group 3.3 Employment patterns in the young
| | - K Polańska
- OMEGA-NET, Network on the Coordination and Harmonisation of European Occupational Cohorts (OMEGA-NET) project; Task Group 3.3 Employment patterns in the young
| | - J Sarac
- OMEGA-NET, Network on the Coordination and Harmonisation of European Occupational Cohorts (OMEGA-NET) project; Task Group 3.3 Employment patterns in the young
| | - J Selander
- OMEGA-NET, Network on the Coordination and Harmonisation of European Occupational Cohorts (OMEGA-NET) project; Task Group 3.3 Employment patterns in the young
| | - H Skroder
- OMEGA-NET, Network on the Coordination and Harmonisation of European Occupational Cohorts (OMEGA-NET) project; Task Group 3.3 Employment patterns in the young
| | - I S Mehlum
- OMEGA-NET, Network on the Coordination and Harmonisation of European Occupational Cohorts (OMEGA-NET) project; Task Group 3.3 Employment patterns in the young
| | - M Ubalde-Lopez
- OMEGA-NET, Network on the Coordination and Harmonisation of European Occupational Cohorts (OMEGA-NET) project; Task Group 3.3 Employment patterns in the young
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Serra Saurina L, Ubalde-Lopez M. Methodological approach to compare available software to deal with trajectory analysis. Eur J Public Health 2018. [DOI: 10.1093/eurpub/cky212.588] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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Ubalde-Lopez M, Calderón-Larrañaga A, Platts LG, Westerlund H, Wang HX. Labor market participation and accumulation of multimorbidity: A life-course approach. Eur J Public Health 2018. [DOI: 10.1093/eurpub/cky212.283] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Affiliation(s)
- M Ubalde-Lopez
- Center for Research in Occupational Health, Universitat Pompeu Fabra, Hospital del Mar Research Institute, Barcelona, Spain
- Stress Research Institute, Stockholm University, Stockholm, Sweden
| | - A Calderón-Larrañaga
- Stress Research Institute, Stockholm University, Stockholm, Sweden
- Aging Research Center, Department of Neurobiology, Care Sciences and Society, Karolinska Institute Stockholm, Sweden
| | - LG Platts
- Stress Research Institute, Stockholm University, Stockholm, Sweden
| | - H Westerlund
- Stress Research Institute, Stockholm University, Stockholm, Sweden
| | - HX Wang
- Stress Research Institute, Stockholm University, Stockholm, Sweden
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Lallukka T, Serra Saurina L, Ubalde-Lopez M, Alexanderson K, Mittendorfer-Rutz E, Farrants K. Examples of results from studies using trajectory analyses. Eur J Public Health 2018. [DOI: 10.1093/eurpub/cky212.587] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Affiliation(s)
- T Lallukka
- Finnish Institute of Occupational Health, Helsinki, Finland
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Farrants K, Alexanderson K, Ubalde-Lopez M, Serra Saurina L. How to interpret the results from trajectory analyses? Eur J Public Health 2018. [DOI: 10.1093/eurpub/cky212.589] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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Ubalde-Lopez M, Serra L, Delclos GL, Benavides FG. Does temporary work affect sickness absence duration? Eur J Public Health 2017. [DOI: 10.1093/eurpub/ckx187.666] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Affiliation(s)
- M Ubalde-Lopez
- CIBERESP, CIBER in Epidemiology and Public Health, Madrid, Spain
| | - L Serra
- CIBERESP, CIBER in Epidemiology and Public Health, Madrid, Spain
| | - GL Delclos
- The University of Texas School of Public Health, Houston, United States
| | - FG Benavides
- CIBERESP, CIBER in Epidemiology and Public Health, Madrid, Spain
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Ubalde-Lopez M, Delclos GL, Benavides FG, Calvo-Bonacho E, Gimeno D. The effect of multimorbidity on sickness absence by specific diagnoses. Occup Med (Lond) 2017; 67:93-100. [PMID: 27496547 DOI: 10.1093/occmed/kqw092] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND As the world's population ages, the prevalence of multiple chronic and non-chronic health-related conditions is increasing. Research on multimorbidity, the co-occurrence of two or more health-related conditions, has mainly involved patient and older populations. Its effect in working populations, presumably younger and healthier, is not well known but could conceivably affect sickness absence (SA) and ability to return to work. AIMS To examine the effect of multimorbidity on the incidence and duration of SA episodes by frequent diagnostic groups. METHODS A prospective study (in 2006-2008) of workers in Spain. Information on health-related conditions was gathered with a standardized questionnaire and used to construct a sex-specific multidimensional multimorbidity score (MDMS). In order to estimate the effect of MDMS on incidence and duration of SA episodes due to cardiovascular diseases (CVD), musculoskeletal disorders (MSD) and mental health disorders (MHD), we fitted Cox models adjusted by age, occupational social class and number of prior SA episodes for both sexes. RESULTS The study population was 372370. Men with high MDMS showed a trend towards higher incidence risk for SA due to CVD and MSD [adjusted hazard ratio (aHR) = 2.03; 95% confidence interval (CI) 1.48-2.78 and aHR = 1.20; 95% CI 1.01-1.43, respectively]. Women showed a similar trend for MSD, but MHD had the strongest association (aHR = 4.78; 95% CI 1.97-11.62) for high MDMS. In both sexes, the effect of MDMS was strongest among those without a prior SA. No consistent associations with SA duration were observed. CONCLUSIONS Multimorbidity increased the risk of incident musculoskeletal, mental and cardiovascular SA episodes but not their duration.
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Affiliation(s)
- M Ubalde-Lopez
- CISAL-Center for Research in Occupational Health, University Pompeu Fabra, Barcelona 08003, Spain.,CIBERESP, CIBER in Epidemiology and Public Health, Madrid 28029, Spain.,IMIM (Hospital del Mar Medical Research Institute), Barcelona 08003, Spain
| | - G L Delclos
- CISAL-Center for Research in Occupational Health, University Pompeu Fabra, Barcelona 08003, Spain.,CIBERESP, CIBER in Epidemiology and Public Health, Madrid 28029, Spain.,IMIM (Hospital del Mar Medical Research Institute), Barcelona 08003, Spain.,Southwest Center for Occupational and Environmental Health, Department of Epidemiology, Human Genetics, and Environmental Sciences, The University of Texas School of Public Health, Houston, TX 77225, USA
| | - F G Benavides
- CISAL-Center for Research in Occupational Health, University Pompeu Fabra, Barcelona 08003, Spain.,CIBERESP, CIBER in Epidemiology and Public Health, Madrid 28029, Spain.,IMIM (Hospital del Mar Medical Research Institute), Barcelona 08003, Spain
| | - E Calvo-Bonacho
- Ibermutuamur (Mutua de Accidentes de Trabajo y Enfermedades Profesionales de la Seguridad Social 274), Madrid 28043, Spain
| | - D Gimeno
- CISAL-Center for Research in Occupational Health, University Pompeu Fabra, Barcelona 08003, Spain.,CIBERESP, CIBER in Epidemiology and Public Health, Madrid 28029, Spain.,IMIM (Hospital del Mar Medical Research Institute), Barcelona 08003, Spain.,Southwest Center for Occupational and Environmental Health, Department of Epidemiology, Human Genetics, and Environmental Sciences, The University of Texas School of Public Health, San Antonio Campus, San Antonio, TX 78229, USA
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Ubalde-Lopez M, Delclos GL, Benavides FG, Gimeno D. Multimorbidity matters: The effect on specific sickness absence diagnosis-groups. Eur J Public Health 2016. [DOI: 10.1093/eurpub/ckw167.086] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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Ubalde-Lopez M, Delclos GL, Gimeno D, Calvo-Bonacho E, Benavides FG. Multimorbidity as a determinant of incident sickness absence. Eur J Public Health 2014. [DOI: 10.1093/eurpub/cku161.095] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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