Evidence map›Paper›PMID 37169364›Full record

SynthesisThe Cochrane database of systematic reviews2023

Individual-level interventions for reducing occupational stress in healthcare workers.

Sietske J Tamminga, Lima M Emal, Julitta S Boschman, Alice Levasseur, Anilkrishna Thota, Jani H Ruotsalainen, Roosmarijn Mc Schelvis, Karen Nieuwenhuijsen, Henk F van der Molen

Open access · greenAbstract readMeta-AnalysisSystematic Review
In one paragraph

Synthesis in The Cochrane database of systematic reviews, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 47 papers, 5 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
47citing papers in PubMed, 5 pooled it
43.7field-weighted citation impact, top 1% 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

47 citing papers in PubMed, 5 syntheses or guidelines pooled it, 101 citations in OpenAlex.

  1. Pooled it
  2. Pooled it
  3. Pooled it
  4. Pooled it
  5. Pooled it
  6. Optimizing the Work of Learning for Flourishing: A Randomized Pilot Study of a Digital CBT-Based Intervention in Medical Students.Academic psychiatry : the journal of the American Association of Directors of Psychiatric Residency Training and the Association for Academic Psychiatry · 2026
    Trial
  7. Trial
  8. Trial
  9. Trial
  10. Migraine in the Corporate Sector: Prevalence, Risk Factors, Job Efficiency Impact, and Management Strategies.Medical science monitor : international medical journal of experimental and clinical research · 2026
    Article
  11. Article
  12. Article
  13. Article
  14. Article
  15. Music-based interventions at workplaces: a scoping review.BMC complementary medicine and therapies · 2025
    Article
  16. Article
  17. Review
  18. Occupational stress, burnout and job satisfaction among optometrists in Spain: A cross-sectional study.Ophthalmic & physiological optics : the journal of the British College of Ophthalmic Opticians (Optometrists) · 2025
    Observational
  19. Review
  20. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

9 authors at 4 institutions in 3 countries.

Sietske J TammingaPublic and Occupational Health, Amsterdam UMC location University of Amsterdam, Amsterdam, Netherlands.
Lima M EmalPublic and Occupational Health, Amsterdam UMC location University of Amsterdam, Amsterdam, Netherlands.
Julitta S BoschmanPublic and Occupational Health, Amsterdam UMC location University of Amsterdam, Amsterdam, Netherlands.
Alice LevasseurFaculté des sciences de l'éducation, Université Laval, Québec, Canada.
Anilkrishna ThotaIndependent Consultant, Toronto, Canada.
Jani H RuotsalainenInstitute of Public Health and Clinical Nutrition, University of Eastern Finland, Kuopio, Finland.
Roosmarijn Mc SchelvisPublic and Occupational Health, Amsterdam UMC location University of Amsterdam, Amsterdam, Netherlands.
Karen Nieuwenhuijsen *Public and Occupational Health, Amsterdam UMC location University of Amsterdam, Amsterdam, Netherlands.
Henk F van der Molen *Public and Occupational Health, Amsterdam UMC location University of Amsterdam, Amsterdam, Netherlands.
Amsterdam University Medical Centers · NLUniversity of Amsterdam · NLUniversité Laval · CAUniversity of Eastern Finland · FI

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundHealthcare workers can suffer from work-related stress as a result of an imbalance of demands, skills and social support at work. This may lead to stress, burnout and psychosomatic problems, and deterioration of service provision. This is an update of a Cochrane Review that was last updated in 2015, which has been split into this review and a review on organisational-level interventions. 

objectivesTo evaluate the effectiveness of stress-reduction interventions targeting individual healthcare workers compared to no intervention, wait list, placebo, no stress-reduction intervention or another type of stress-reduction intervention in reducing stress symptoms.  SEARCH

methodsWe used the previous version of the review as one source of studies (search date: November 2013). We searched the Cochrane Central Register of Controlled Trials (CENTRAL), MEDLINE, Embase, PsycINFO, CINAHL, Web of Science and a trials register from 2013 up to February 2022. SELECTION CRITERIA: We included randomised controlled trials (RCT) evaluating the effectiveness of stress interventions directed at healthcare workers. We included only interventions targeted at individual healthcare workers aimed at reducing stress symptoms.  DATA COLLECTION AND ANALYSIS: Review authors independently selected trials for inclusion, assessed risk of bias and extracted data. We used standard methodological procedures expected by Cochrane. We categorised interventions into ones that: 1. focus one's attention on the (modification of the) experience of stress (thoughts, feelings, behaviour);  2. focus one's attention away from the experience of stress by various means of psychological disengagement (e.g. relaxing, exercise);  3. alter work-related risk factors on an individual level; and ones that 4. combine two or more of the above.  The crucial outcome measure was stress symptoms measured with various self-reported questionnaires such as the Maslach Burnout Inventory (MBI), measured at short term (up to and including three months after the intervention ended), medium term (> 3 to 12 months after the intervention ended), and long term follow-up (> 12 months after the intervention ended).  MAIN

resultsThis is the second update of the original Cochrane Review published in 2006, Issue 4. This review update includes 89 new studies, bringing the total number of studies in the current review to 117 with a total of 11,119 participants randomised.  The number of participants per study arm was ≥ 50 in 32 studies. The most important risk of bias was the lack of blinding of participants.  Focus on the experience of stress versus no intervention/wait list/placebo/no stress-reduction intervention Fifty-two studies studied an intervention in which one's focus is on the experience of stress. Overall, such interventions may result in a reduction in stress symptoms in the short term (standardised mean difference (SMD) -0.37, 95% confidence interval (CI) -0.52 to -0.23; 41 RCTs; 3645 participants; low-certainty evidence) and medium term (SMD -0.43, 95% CI -0.71 to -0.14; 19 RCTs; 1851 participants; low-certainty evidence). The SMD of the short-term result translates back to 4.6 points fewer on the MBI-emotional exhaustion scale (MBI-EE, a scale from 0 to 54). The evidence is very uncertain (one RCT; 68 participants, very low-certainty evidence) about the long-term effect on stress symptoms of focusing one's attention on the experience of stress. Focus away from the experience of stress versus no intervention/wait list/placebo/no stress-reduction intervention  Forty-two studies studied an intervention in which one's focus is away from the experience of stress. Overall, such interventions may result in a reduction in stress symptoms in the short term (SMD -0.55, 95 CI -0.70 to -0.40; 35 RCTs; 2366 participants; low-certainty evidence) and medium term (SMD -0.41 95% CI -0.79 to -0.03; 6 RCTs; 427 participants; low-certainty evidence). The SMD on the short term translates back to 6.8 fewer points on the MBI-EE. No studies reported the long-term effect. Focus on work-related, individual-level factors versus no intervention/no stress-reduction intervention Seven studies studied an intervention in which the focus is on altering work-related factors. The evidence is very uncertain about the short-term effects (no pooled effect estimate; three RCTs; 87 participants; very low-certainty evidence) and medium-term effects and long-term effects (no pooled effect estimate; two RCTs; 152 participants, and one RCT; 161 participants, very low-certainty evidence) of this type of stress management intervention.  A combination of individual-level interventions versus no intervention/wait list/no stress-reduction intervention Seventeen studies studied a combination of interventions. In the short-term, this type of intervention may result in a reduction in stress symptoms (SMD -0.67 95%, CI -0.95 to -0.39; 15 RCTs; 1003 participants; low-certainty evidence). The SMD translates back to 8.2 fewer points on the MBI-EE. On the medium term, a combination of individual-level interventions may result in a reduction in stress symptoms, but the evidence does not exclude no effect (SMD -0.48, 95% CI -0.95 to 0.00; 6 RCTs; 574 participants; low-certainty evidence). The evidence is very uncertain about the long term effects of a combination of interventions on stress symptoms (one RCT, 88 participants; very low-certainty evidence). Focus on stress versus other intervention type  Three studies compared focusing on stress versus focusing away from stress and one study a combination of interventions versus focusing on stress. The evidence is very uncertain about which type of intervention is better or if their effect is similar. AUTHORS'

conclusionsOur review shows that there may be an effect on stress reduction in healthcare workers from individual-level stress interventions, whether they focus one's attention on or away from the experience of stress. This effect may last up to a year after the end of the intervention. A combination of interventions may be beneficial as well, at least in the short term. Long-term effects of individual-level stress management interventions remain unknown. The same applies for interventions on (individual-level) work-related risk factors. The bias assessment of the studies in this review showed the need for methodologically better-designed and executed studies, as nearly all studies suffered from poor reporting of the randomisation procedures, lack of blinding of participants and lack of trial registration. Better-designed trials with larger sample sizes are required to increase the certainty of the evidence. Last, there is a need for more studies on interventions which focus on work-related risk factors.

Indexed as

Health PersonnelOccupational StressAnxietyEmotionsHumansPsychotherapy

Identifiers

PMID37169364
PMCPMC10175042
OpenAlexW4376127855

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.