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Experience of Stress Assessed by Text Messages and Its Association with Objective Workload—A Longitudinal Study

Author

Listed:
  • Bozana Arapovic-Johansson

    (Unit of Intervention and Implementation Research for Worker Health, Institute of Environmental Medicine, Karolinska Institute, 171 77 Solna, Sweden)

  • Charlotte Wåhlin

    (Unit of Intervention and Implementation Research for Worker Health, Institute of Environmental Medicine, Karolinska Institute, 171 77 Solna, Sweden
    Occupational and Environmental Medicine Center, and Department of Health, Medicine and Caring sciences, Unit of Clinical Medicine, Linköping University, 581 83 Linköping, Sweden)

  • Jan Hagberg

    (Unit of Intervention and Implementation Research for Worker Health, Institute of Environmental Medicine, Karolinska Institute, 171 77 Solna, Sweden)

  • Lydia Kwak

    (Unit of Intervention and Implementation Research for Worker Health, Institute of Environmental Medicine, Karolinska Institute, 171 77 Solna, Sweden)

  • Iben Axén

    (Unit of Intervention and Implementation Research for Worker Health, Institute of Environmental Medicine, Karolinska Institute, 171 77 Solna, Sweden)

  • Christina Björklund

    (Unit of Intervention and Implementation Research for Worker Health, Institute of Environmental Medicine, Karolinska Institute, 171 77 Solna, Sweden)

  • Irene Jensen

    (Unit of Intervention and Implementation Research for Worker Health, Institute of Environmental Medicine, Karolinska Institute, 171 77 Solna, Sweden)

Abstract

Exploring stress trajectories in detail and over a long time may give valuable information in terms of both understanding and practice. We followed a group of primary health care employees in a randomized controlled trial. The objective was to describe their experience of stress, explore the intra-individual variability and examine the association between the experience of stress and the objective workload. Weekly text messages with a single item stress question were distributed in two time series: 12 weeks at the beginning of the trial and 26 weeks after the 6-month follow up. Aggregated objective data about workload were collected from their administration office and related to stress levels. There was a seasonal variation, with higher stress during the fall than in spring and summer. The analysis comparing high and low stress subgroups showed that the stress trajectory of a high-stress subgroup was different from that of a low-stress subgroup. Individuals with high exhaustion scores had higher odds of belonging to a subgroup of individuals with high intra-individual variability in stress experience. The objective workload was measured in two ways and was strongly associated with the stress experience. We found that the lower the productivity, the higher the feeling of stress.

Suggested Citation

  • Bozana Arapovic-Johansson & Charlotte Wåhlin & Jan Hagberg & Lydia Kwak & Iben Axén & Christina Björklund & Irene Jensen, 2020. "Experience of Stress Assessed by Text Messages and Its Association with Objective Workload—A Longitudinal Study," IJERPH, MDPI, vol. 17(3), pages 1-19, January.
    • Handle: RePEc:gam:jijerp:v:17:y:2020:i:3:p:680-:d:311457
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    References listed on IDEAS

    as
    1. James Campbell Quick & Demetria F. Henderson, 2016. "Occupational Stress: Preventing Suffering, Enhancing Wellbeing," IJERPH, MDPI, vol. 13(5), pages 1-11, April.
    2. Johannes Siegrist & Jian Li, 2016. "Associations of Extrinsic and Intrinsic Components of Work Stress with Health: A Systematic Review of Evidence on the Effort-Reward Imbalance Model," IJERPH, MDPI, vol. 13(4), pages 1-14, April.
    3. John R. Nesselroade & Timothy A. Salthouse, 2004. "Methodological and Theoretical Implications of Intraindividual Variability in Perceptual-Motor Performance," The Journals of Gerontology: Series B, The Gerontological Society of America, vol. 59(2), pages 49-55.
    4. Pascale Carayon & Ellen Bass & Tommaso Bellandi & Ayse Gurses & M. Susan Hallbeck & Vanina Mollo, 2011. "Sociotechnical systems analysis in health care: a research agenda," Post-Print hal-02496979, HAL.
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