IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0169276.html
   My bibliography  Save this article

Longitudinal Mediation Modeling of Unhealthy Behaviors as Mediators between Workplace Demands/Support and Depressive Symptoms

Author

Listed:
  • Linda L Magnusson Hanson
  • Paraskevi Peristera
  • Holendro Singh Chungkham
  • Hugo Westerlund

Abstract

Lifestyle has been regarded as a key pathway through which adverse psychosocial working characteristics can give rise to long-term health problems. The purpose of this study was to estimate the indirect/mediated effect of health behaviors in the longitudinal work characteristics-depression relationship. The analyses were based on the Swedish Longitudinal Occupational Survey of Health, including 3706 working participants with repeat survey measures on four occasions (2008, 2010, 2012 and 2014). Psychosocial work characteristics including demands and social support were analyzed in relation to depressive symptoms. Autoregressive longitudinal mediation models using structural equation modeling were used to estimate the intermediate effects of unhealthy behaviors including current smoking, excessive alcohol consumption, unhealthy diet and physical inactivity. Both workplace demands and social support were related to later depressive symptoms. In bivariate models we found no significant paths from workplace demands to health behaviors, but two out of three significant time-specific paths from workplace support to excessive drinking and from excessive drinking to depressive symptoms. Social support was also associated with subsequent unhealthy diet, and one path from unhealthy diet to depressive symptoms was found. However, despite indications of certain longitudinal relationships between psychosocial working conditions and health behaviors as well as between health behaviors and depressive symptoms, no significant intermediate effects were found (p>0.05). We conclude that changes in unhealthy behaviors over a period of two years are unlikely to act as strong intermediaries in the longitudinal relationship between job demands and depressive symptoms and between social support and depressive symptoms.

Suggested Citation

  • Linda L Magnusson Hanson & Paraskevi Peristera & Holendro Singh Chungkham & Hugo Westerlund, 2016. "Longitudinal Mediation Modeling of Unhealthy Behaviors as Mediators between Workplace Demands/Support and Depressive Symptoms," PLOS ONE, Public Library of Science, vol. 11(12), pages 1-14, December.
    • Handle: RePEc:plo:pone00:0169276
    DOI: 10.1371/journal.pone.0169276
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0169276
    Download Restriction: no
    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0169276&type=printable
    Download Restriction: no
    File URL: https://libkey.io/10.1371/journal.pone.0169276?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. McClave, A.K. & McKnight-Eily, L.R. & Davis, S.P. & Dube, S.R., 2010. "Smoking characteristics of adults with selected lifetime mental illnesses: Results from the 2007 national health interview survey," American Journal of Public Health, American Public Health Association, vol. 100(12), pages 2464-2472.
    2. Lallukka, Tea & Lahelma, Eero & Rahkonen, Ossi & Roos, Eva & Laaksonen, Elina & Martikainen, Pekka & Head, Jenny & Brunner, Eric & Mosdol, Annhild & Marmot, Michael & Sekine, Michikazu & Nasermoaddeli, 2008. "Associations of job strain and working overtime with adverse health behaviors and obesity: Evidence from the Whitehall II Study, Helsinki Health Study, and the Japanese Civil Servants Study," Social Science & Medicine, Elsevier, vol. 66(8), pages 1681-1698, April.
    3. Rosseel, Yves, 2012. "lavaan: An R Package for Structural Equation Modeling," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 48(i02).
    4. Katriina Heikkilä & Solja T Nyberg & Eleonor I Fransson & Lars Alfredsson & Dirk De Bacquer & Jakob B Bjorner & Sébastien Bonenfant & Marianne Borritz & Hermann Burr & Els Clays & Annalisa Casini & Ni, 2012. "Job Strain and Tobacco Smoking: An Individual-Participant Data Meta-Analysis of 166 130 Adults in 15 European Studies," PLOS ONE, Public Library of Science, vol. 7(7), pages 1-7, July.
    5. Johnson, J.V. & Hall, E.M., 1988. "Job strain, work place social support, and cardiovascular disease: A cross-sectional study of random sample of the Swedish Working Population," American Journal of Public Health, American Public Health Association, vol. 78(10), pages 1336-1342.
    6. Katriina Heikkilä & Solja T Nyberg & Eleonor I Fransson & Lars Alfredsson & Dirk De Bacquer & Jakob B Bjorner & Sébastien Bonenfant & Marianne Borritz & Hermann Burr & Els Clays & Annalisa Casini & Ni, 2012. "Job Strain and Alcohol Intake: A Collaborative Meta-Analysis of Individual-Participant Data from 140 000 Men and Women," PLOS ONE, Public Library of Science, vol. 7(7), pages 1-7, July.
    7. Holendro Singh Chungkham & Michael Ingre & Robert Karasek & Hugo Westerlund & Töres Theorell, 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, Public Library of Science, vol. 8(8), pages 1-11, August.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Georges Steffgen & Philipp E. Sischka & Martha Fernandez de Henestrosa, 2020. "The Quality of Work Index and the Quality of Employment Index: A Multidimensional Approach of Job Quality and Its Links to Well-Being at Work," IJERPH, MDPI, vol. 17(21), pages 1-31, October.
    2. Sanchez Rico, Marina & Plessz, Marie & Airagnes, Guillaume & Wiernik, Emmanuel & Hoertel, Nicolas & Goldberg, Marcel & Zins, Marie & Meneton, Pierre, 2024. "Lifetime exposure to unemployment and prior working conditions are associated with retiree's health: A retrospective study in a large population-based French cohort," Social Science & Medicine, Elsevier, vol. 341(C).
    3. Holendro Singh Chungkham & Michael Ingre & Robert Karasek & Hugo Westerlund & Töres Theorell, 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, Public Library of Science, vol. 8(8), pages 1-11, August.
    4. Solja T Nyberg & Eleonor I Fransson & Katriina Heikkilä & Lars Alfredsson & Annalisa Casini & Els Clays & Dirk De Bacquer & Nico Dragano & Raimund Erbel & Jane E Ferrie & Mark Hamer & Karl-Heinz Jöcke, 2013. "Job Strain and Cardiovascular Disease Risk Factors: Meta-Analysis of Individual-Participant Data from 47,000 Men and Women," PLOS ONE, Public Library of Science, vol. 8(6), pages 1-6, June.
    5. Alessandro De Carlo & Damiano Girardi & Laura Dal Corso & Elvira Arcucci & Alessandra Falco, 2022. "Out of Sight, Out of Mind? A Longitudinal Investigation of Smart Working and Burnout in the Context of the Job Demands–Resources Model during the COVID-19 Pandemic," Sustainability, MDPI, vol. 14(12), pages 1-20, June.
    6. Blanch, Angel, 2016. "Social support as a mediator between job control and psychological strain," Social Science & Medicine, Elsevier, vol. 157(C), pages 148-155.
    7. Nicola Magnavita & Carlo Chiorri, 2022. "Development and Validation of a New Measure of Work Annoyance Using a Psychometric Network Approach," IJERPH, MDPI, vol. 19(15), pages 1-25, July.
    8. Sonia Nawrocka & Hans De Witte & Margherita Pasini & Margherita Brondino, 2023. "A Person-Centered Approach to Job Insecurity: Is There a Reciprocal Relationship between the Quantitative and Qualitative Dimensions of Job Insecurity?," IJERPH, MDPI, vol. 20(7), pages 1-27, March.
    9. Md. Mominur Rahman & Bilkis Akhter, 2021. "The impact of investment in human capital on bank performance: evidence from Bangladesh," Future Business Journal, Springer, vol. 7(1), pages 1-13, December.
    10. Hannah Carver & Tracey Price & Danilo Falzon & Peter McCulloch & Tessa Parkes, 2022. "Stress and Wellbeing during the COVID-19 Pandemic: A Mixed-Methods Exploration of Frontline Homelessness Services Staff Experiences in Scotland," IJERPH, MDPI, vol. 19(6), pages 1-20, March.
    11. Masashi Soga & Kevin J. Gaston & Yuichi Yamaura & Kiyo Kurisu & Keisuke Hanaki, 2016. "Both Direct and Vicarious Experiences of Nature Affect Children’s Willingness to Conserve Biodiversity," IJERPH, MDPI, vol. 13(6), pages 1-12, May.
    12. César Merino-Soto & Gina Chávez-Ventura & Verónica López-Fernández & Guillermo M. Chans & Filiberto Toledano-Toledano, 2022. "Learning Self-Regulation Questionnaire (SRQ-L): Psychometric and Measurement Invariance Evidence in Peruvian Undergraduate Students," Sustainability, MDPI, vol. 14(18), pages 1-17, September.
    13. Nicola Magnavita & Igor Meraglia, 2024. "Poor Work Ability Is Associated with Workplace Violence in Nurses: A Two-Wave Panel Data Analysis," IJERPH, MDPI, vol. 21(9), pages 1-13, August.
    14. Rémi Colin-Chevalier & Bruno Pereira & Amanda Clare Benson & Samuel Dewavrin & Thomas Cornet & Frédéric Dutheil, 2022. "The Protective Role of Job Control/Autonomy on Mental Strain of Managers: A Cross-Sectional Study among Wittyfit’s Users," IJERPH, MDPI, vol. 19(4), pages 1-10, February.
    15. Sebastiano, Antonio & Belvedere, Valeria & Grando, Alberto & Giangreco, Antonio, 2017. "The effect of capacity management strategies on employees' well-being: A quantitative investigation into the long-term healthcare industry," European Management Journal, Elsevier, vol. 35(4), pages 563-573.
    16. Katriina Heikkilä & Solja T Nyberg & Eleonor I Fransson & Lars Alfredsson & Dirk De Bacquer & Jakob B Bjorner & Sébastien Bonenfant & Marianne Borritz & Hermann Burr & Els Clays & Annalisa Casini & Ni, 2012. "Job Strain and Alcohol Intake: A Collaborative Meta-Analysis of Individual-Participant Data from 140 000 Men and Women," PLOS ONE, Public Library of Science, vol. 7(7), pages 1-7, July.
    17. Nathaniel Oliver Iotti & Damiano Menin & Tomas Jungert, 2022. "Early Adolescents’ Motivations to Defend Victims of Cyberbullying," IJERPH, MDPI, vol. 19(14), pages 1-9, July.
    18. AJ Golio, 2024. "Whose Neighborhood Now? Gentrification and Community Life in Low-Income Urban Neighborhoods," Working Papers 24-29, Center for Economic Studies, U.S. Census Bureau.
    19. Suzuki, Etsuji & Takao, Soshi & Subramanian, S.V. & Komatsu, Hirokazu & Doi, Hiroyuki & Kawachi, Ichiro, 2010. "Does low workplace social capital have detrimental effect on workers' health?," Social Science & Medicine, Elsevier, vol. 70(9), pages 1367-1372, May.
    20. Peter Tavel & Bibiana Jozefiakova & Peter Telicak & Jana Furstova & Michal Puza & Natalia Kascakova, 2022. "Psychometric Analysis of the Shortened Version of the Spiritual Well-Being Scale on the Slovak Population (SWBS-Sk)," IJERPH, MDPI, vol. 19(1), pages 1-12, January.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:plo:pone00:0169276. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.