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At-risk and intervention thresholds of occupational stress using a visual analogue scale

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  • Frédéric Dutheil
  • Bruno Pereira
  • Farès Moustafa
  • Geraldine Naughton
  • François-Xavier Lesage
  • Céline Lambert

Abstract

Background: The visual analogue scale (VAS) is widely used in clinical practice by occupational physicians to assess perceived stress in workers. However, a single cut-off (black-or-white decision) inadequately discriminates between workers with and without stress. We explored an innovative statistical approach to distinguish an at-risk population among stressed workers, and to establish a threshold over which an action is urgently required, via the use of two cut-offs. Methods: Participants were recruited during annual work medical examinations by a random sample of workers from five occupational health centres. We previously proposed a single cut-off of VAS stress in comparison with the Perceived Stress Scale (PSS14). Similar methodology was used in the current study, along with a gray zone approach. The lower limit of the gray zone supports sensitivity (“at-risk” threshold; interpreted as requiring closer surveillance) and the upper limit supports specificity (i.e. “intervention” threshold–emergency action required). Results: We included 500 workers (49.6% males), aged 40±11 years, with a PSS14 score of 3.8±1.4 and a VAS score of 4.0±2.4. Using a receiver operating characteristic curve and the PSS cut-off score of 7.2, the optimal VAS threshold was 6.8 (sensitivity = 0.89, specificity = 0.87). The lower and upper thresholds of the gray zone were 5 and 8.2, respectively. Conclusions: We identified two clinically relevant cut-offs on the VAS of stress: a first cut-off of 5.0 for an at-risk population, and a second cut-off of 8.2 over which an action is urgently required. Future investigations into the relationships between this upper threshold and deleterious events are required.

Suggested Citation

  • Frédéric Dutheil & Bruno Pereira & Farès Moustafa & Geraldine Naughton & François-Xavier Lesage & Céline Lambert, 2017. "At-risk and intervention thresholds of occupational stress using a visual analogue scale," PLOS ONE, Public Library of Science, vol. 12(6), pages 1-13, June.
  • Handle: RePEc:plo:pone00:0178948
    DOI: 10.1371/journal.pone.0178948
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    References listed on IDEAS

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    1. Dollard, Maureen F. & Neser, Daniel Y., 2013. "Worker health is good for the economy: Union density and psychosocial safety climate as determinants of country differences in worker health and productivity in 31 European countries," Social Science & Medicine, Elsevier, vol. 92(C), pages 114-123.
    2. Iavicoli, Sergio & Natali, Elena & Deitinger, Patrizia & Maria Rondinone, Bruna & Ertel, Michael & Jain, Aditya & Leka, Stavroula, 2011. "Occupational health and safety policy and psychosocial risks in Europe: The role of stakeholders' perceptions," Health Policy, Elsevier, vol. 101(1), pages 87-94, June.
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    2. Frédéric Dutheil & Morteza Charkhabi & Hortense Ravoux & Georges Brousse & Samuel Dewavrin & Thomas Cornet & Laurie Mondillon & Sihui Han & Daniela Pfabigan & Julien S Baker & Martial Mermillod & Jean, 2020. "Exploring the Link between Work Addiction Risk and Health-Related Outcomes Using Job-Demand-Control Model," IJERPH, MDPI, vol. 17(20), pages 1-15, October.
    3. Jean-Baptiste Bouillon-Minois & Vincent Roux & Bruno Pereira & Mara Flannery & Carole Pelissier & Céline Occelli & Jeannot Schmidt & Valentin Navel & Frédéric Dutheil, 2021. "Stress among Emergency Health Care Workers on Nuclear or Radiation Disaster: A Preliminary State Survey," IJERPH, MDPI, vol. 18(16), pages 1-9, August.
    4. Natasha Li & Sarah R. Martin & Theodore W. Heyming & Chloe Knudsen-Robbins & Terence Sanger & Zeev N. Kain, 2022. "Recurrent SARS-CoV-2 Serology Testing and Pandemic Anxiety: A Study of Pediatric Healthcare Workers," IJERPH, MDPI, vol. 19(15), pages 1-9, August.
    5. Frédéric Dutheil & Lénise M. Parreira & Bruno Pereira & Maryse Baldet & Frédérique Marson & Christine Chabaud & Magali Blot & Julien S. Baker & Marek Zak & Guillaume Vallet & Valentin Magnon & Maëlys , 2023. "SOphrology Intervention to Improve WELL-Being in Hospital Staff (SO-WELL): Protocol for a Randomized Controlled Trial Study," IJERPH, MDPI, vol. 20(2), pages 1-14, January.
    6. Louis Delamarre & Salma Tannous & Ines Lakbar & Sébastien Couarraze & Bruno Pereira & Marc Leone & Fouad Marhar & Julien S. Baker & Reza Bagheri & Mickael Berton & Hana Rabbouch & Marek Zak & Tomasz S, 2022. "The Evolution of Effort-Reward Imbalance in Workers during the COVID-19 Pandemic in France—An Observational Study in More than 8000 Workers," IJERPH, MDPI, vol. 19(15), pages 1-13, July.

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