Evidence map›Paper›PMID 35134663›Full record

ArticlePsychoneuroendocrinology2022

Hair cortisol change at COVID-19 pandemic onset predicts burnout among health personnel.

Marie-Joëlle Marcil, Samuel Cyr, Marie-France Marin, Camille Rosa, Jean-Claude Tardif, Stéphane Guay, Marie-Claude Guertin, Christine Genest, Jacques Forest, Patrick Lavoie and 5 more

Open access · hybridAbstract read
In one paragraph

Article in Psychoneuroendocrinology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers, 3 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
17citing papers in PubMed, 3 pooled it
2.4field-weighted citation impact, top 11% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

17 citing papers in PubMed, 3 syntheses or guidelines pooled it, 34 citations in OpenAlex.

  1. Biological Markers of Burnout Severity: A Systematic Review.Stress and health : journal of the International Society for the Investigation of Stress · 2026
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  9. Effect of Coping Strategies on Perceived Stress and Hair Cortisol Levels During the COVID-19 Pandemic According to Sex.Stress and health : journal of the International Society for the Investigation of Stress · 2025
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  11. Age and Hair Cortisol Levels as Predictors of SARS-CoV-2 Infection.International journal of environmental research and public health · 2024
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

15 authors at 5 institutions in 1 country.

Marie-Joëlle MarcilResearch Centre, Montreal Heart Institute, 5000 Bélanger Street, Montréal, H1T 1C8 Québec, Canada; Department of Psychiatry and Addiction, Université de Montréal, Roger-Gaudry Pavilion, Faculty of Medicine, P.O. Box 6128, Downtown Branch, Montréal, H3C 3J7 Québec, Canada.
Samuel CyrResearch Centre, Montreal Heart Institute, 5000 Bélanger Street, Montréal, H1T 1C8 Québec, Canada; Faculty of Pharmacy, Université de Montréal, P.O. Box 6128, Downtown Branch, Montréal, H3C 3J7 Québec, Canada.
Marie-France MarinDepartment of Psychiatry and Addiction, Université de Montréal, Roger-Gaudry Pavilion, Faculty of Medicine, P.O. Box 6128, Downtown Branch, Montréal, H3C 3J7 Québec, Canada; Department of Psychology, UQAM, 100 Sherbrooke Street West, Montréal, H2X 3P2 Québec, Canada; Research Centre, Institut universitaire en santé mentale de Montréal, 7331 Hochelaga Street, Montréal, H1N 3V2 Québec, Canada.
Camille RosaMontreal Health Innovations Coordinating Centre, 5000 Bélanger Street, Montréal, H1T 1C8 Québec, Canada.
Jean-Claude TardifResearch Centre, Montreal Heart Institute, 5000 Bélanger Street, Montréal, H1T 1C8 Québec, Canada; Faculty of Medicine, Université de Montréal, P.O. Box 6128, Downtown Branch, Montréal, H3C 3J7 Québec, Canada.
Stéphane GuayDepartment of Psychiatry and Addiction, Université de Montréal, Roger-Gaudry Pavilion, Faculty of Medicine, P.O. Box 6128, Downtown Branch, Montréal, H3C 3J7 Québec, Canada; Centre d'étude sur le Trauma, Research Centre, Institut universitaire en santé mentale de Montréal, 7331 Hochelaga Street, Montréal, H1N 3V2 Québec, Canada.
Marie-Claude GuertinMontreal Health Innovations Coordinating Centre, 5000 Bélanger Street, Montréal, H1T 1C8 Québec, Canada.
Christine GenestCentre d'étude sur le Trauma, Research Centre, Institut universitaire en santé mentale de Montréal, 7331 Hochelaga Street, Montréal, H1N 3V2 Québec, Canada; Faculty of Nursing, Université de Montréal, Marguerite-d'Youville Pavilion, P.O. Box 6128, Downtown Branch, Montréal, H3C 3J7 Québec, Canada.
Jacques ForestDepartment of Organization and Human Resources, ESG UQAM, P.O. Box 8888, Downtown Branch, Montréal, H3C 3P8 Québec, Canada.
Patrick LavoieResearch Centre, Montreal Heart Institute, 5000 Bélanger Street, Montréal, H1T 1C8 Québec, Canada; Faculty of Nursing, Université de Montréal, Marguerite-d'Youville Pavilion, P.O. Box 6128, Downtown Branch, Montréal, H3C 3J7 Québec, Canada.
Mélanie LabrosseFaculty of Medicine, Université de Montréal, P.O. Box 6128, Downtown Branch, Montréal, H3C 3J7 Québec, Canada; Division of Emergency Medicine, Department of Pediatrics, Centre Hospitalier Universitaire Sainte-Justine, 3175 Côte-Sainte-Catherine Road, Montréal, H3T 1C5 Québec, Canada.
Alain VadeboncoeurResearch Centre, Montreal Heart Institute, 5000 Bélanger Street, Montréal, H1T 1C8 Québec, Canada; Faculty of Medicine, Université de Montréal, P.O. Box 6128, Downtown Branch, Montréal, H3C 3J7 Québec, Canada.
Shaun SelcerResearch Centre, Montreal Heart Institute, 5000 Bélanger Street, Montréal, H1T 1C8 Québec, Canada; Faculty of Medicine, Université de Montréal, P.O. Box 6128, Downtown Branch, Montréal, H3C 3J7 Québec, Canada.
Simon DucharmeDepartment of Psychiatry, Douglas Mental Health University Institute, McGill University, 6875 LaSalle Boulevard, Verdun, H4H 1R3 Québec, Canada; McConnell Brain Imaging Centre, Montreal Neurological Institute, McGill University, 3801 University St, Montréal, H3A 2B4 Québec, Canada.
Judith BrouilletteResearch Centre, Montreal Heart Institute, 5000 Bélanger Street, Montréal, H1T 1C8 Québec, Canada; Department of Psychiatry and Addiction, Université de Montréal, Roger-Gaudry Pavilion, Faculty of Medicine, P.O. Box 6128, Downtown Branch, Montréal, H3C 3J7 Québec, Canada. Electronic address: judith.brouillette@icm-mhi.org.
Université de Montréal · CAMontreal Heart Institute · CACentre Hospitalier Universitaire Sainte-Justine · CAMcGill University · CAUniversité du Québec à Montréal · CA

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe COVID-19 pandemic has put chronic pressure on worldwide healthcare systems. While the literature regarding the prevalence of psychological distress and associated risk factors among healthcare workers facing COVID-19 has exploded, biological variables have been mostly overlooked.

methods467 healthcare workers from Quebec, Canada, answered an electronic survey covering various risk factors and mental health outcomes three months after the onset of the COVID-19 pandemic. Of them, 372 (80%) provided a hair sample, providing a history of cortisol secretion for the three months preceding and following the pandemic's start. We used multivariable regression models and a receiver operating characteristic curve to study hair cortisol as a predictor of burnout and psychological health, together with individual, occupational, social, and organizational factors.

resultsAs expected, hair cortisol levels increased after the start of the pandemic, with a median relative change of 29% (IQR = 3-59%, p < 0.0001). There was a significant association between burnout status and change in cortisol, with participants in the second quarter of change having lower odds of burnout. No association was found between cortisol change and post-traumatic stress disorder, anxiety, and depression symptoms. Adding cortisol to individual-occupational-socio-organizational factors noticeably enhanced our burnout logistic regression model's predictability.

conclusionChange in hair cortisol levels predicted burnout at three months in health personnel at the onset of the COVID-19 pandemic. This non-invasive biological marker of the stress response could be used in further clinical or research initiatives to screen high-risk individuals to prevent and control burnout in health personnel facing an important stressor.

Indexed as

Burnout, ProfessionalCOVID-19HairHealth PersonnelHydrocortisoneBiomarkersHumansPandemicsQuebecBiomarkersHydrocortisoneAnxietyBurnoutCortisolCOVID-19DepressionHealth personnelPost-traumatic stress disorder

Identifiers

PMID35134663
PMCPMC8697418
OpenAlexW4200060979

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.