The DOI matches its Crossref record; 5 of the 5 references it cites were found in a registry or an index.
Effect of Fatigue Training on Safety, Fatigue, and Sleep in Emergency Medical Services Personnel and Other Shift Workers: A Systematic Review and Meta-Analysis
Open accessAbstract
BACKGROUND: Fatigue training may be an effective way to mitigate fatigue-related risk. We aimed to critically review and synthesize existing literature on the impact of fatigue training on fatigue-related outcomes for Emergency Medical Services (EMS) personnel and similar shift worker groups. METHODS: We performed a systematic literature review for studies that tested the impact of fatigue training of EMS personnel or similar shift workers. Outcomes of interest included personnel safety, patient safety, personnel performance, acute fatigue, indicators of sleep duration and quality, indicators of long-term health (e.g., cardiovascular disease), and burnout/stress. A meta-analysis was performed to determine the impact of fatigue training on sleep quality. RESULTS: Of the 3,817 records initially identified for review, 18 studies were relevant and examined fatigue training in shift workers using an experimental or quasi-experimental design. Fatigue training improved patient safety, personal safety, and ratings of acute fatigue and reduced stress and burnout. A meta-analysis of five studies showed improvement in sleep quality (Fixed Effects SMD -0.87; 95% CI -1.05 to -0.69; p < 0.00001; Random Effects SMD -0.80; 95% CI -1.72, 0.12; p < 0.00001). CONCLUSIONS: Reviewed literature indicated that fatigue training improved safety and health outcomes in shift workers. Further research is required to identify the optimal components of fatigue training programs to maximize the beneficial outcomes.
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The circadian misalignment associated with shift work, especially night shifts, results in physiologic changes, further impacting the risk of illness and chronic disease among shift workers.
“The circadian misalignment associated with shift work, especially night shifts, results in physiologic changes, further impacting the risk of illness and chronic disease among shift workers (Barger et al., 2018).”
From Understanding the Occupational Factors that Influence Paramedic Health and Wellbeing (2024) · cites this paper as Barger et al., 2018
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Cites
GRADE: an emerging consensus on rating quality of evidence and strength of recommendations
Guyatt, G. H., Oxman, A. D., Vist, G. E., Kunz, R., Falck-Ytter, Y., Alonso-Coello, P., & Schünemann, H. J. (2008) · BMJ · doi:10.1136/bmj.39489.470347.ad · Cited by 23,305
GRADE guidelines: 1. Introduction—GRADE evidence profiles and summary of findings tables
Guyatt, G., Oxman, A. D., Akl, E. A., Kunz, R., Vist, G., Brozek, J., Norris, S., Falck-Ytter, Y., Glasziou, P., & deBeer, H. (2011) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2010.04.026 · Cited by 10,681
GRADE guidelines: 4. Rating the quality of evidence—study limitations (risk of bias)
Guyatt, G. H., Oxman, A. D., Vist, G., Kunz, R., Brozek, J., Alonso-Coello, P., Montori, V., Akl, E. A., Djulbegovic, B., & Falck-Ytter, Y. (2011) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2010.07.017 · Cited by 2,798
Fatigue risk management in the workplace
Lerman, S. E., Eskin, E., Flower, D. J., George, E. C., Gerson, B., Hartenbaum, N., Hursh, S. R., & Moore-Ede, M. (2012) · Journal of Occupational & Environmental Medicine · doi:10.1097/jom.0b013e318247a3b0 · Cited by 398
Christopher, M. S., Goerling, R. J., Rogers, B. S., Hunsinger, M., Baron, G., Bergman, A. L., & Zava, D. T. (2016) · Journal of Police and Criminal Psychology · doi:10.1007/s11896-015-9161-x · Cited by 170
Flagged first, then by citations
Research works printed but not linked: 37
- IARC Working Group on the Evaluation of Carcinogenic Risks to Humans; International Agency for Research on Cancer, 2010, Painting, firefighting, and Shiftwork
- 10.5665/sleep.2246 · DOI
- Czeisler CA., 2013, 86th Annual Meeting, Japan Society for Occupational Health
- (FAA) FAA, 2012, Flightcrew member duty and rest requirements: 14 CFR Part 117, 119, and 121
- 10.13175/swjpcc036-15 · DOI
- Meuleners L, 2015, J Clin Sleep Med, 11, 413, 10.5664/jcsm.4594 · DOI
- 10.3109/10903120903524971 · DOI
- 10.3109/10903127.2011.616261 · DOI
- 10.1207/s15327108ijap1502_3 · DOI
- 10.1097/JNR.0b013e3181fbe3fd · DOI
- 10.1097/JOM.0000000000000716 · DOI
- 10.1037/1076-8998.11.4.291 · DOI
- 10.1093/sleep/zsw001 · DOI
- 10.1097/JOM.0000000000000709 · DOI
- 10.1080/10903127.2016.1241329 · DOI
- 10.1080/10903127.2017.1380096 · DOI
- Shadish WR, 2002, Experimental and quasi-experimental designs for generalized causal inference
- Higgins JPT, 2011, Cochrane handbook for systematic reviews of interventions. Version 5.1.0 (updated March 2011)
- 10.4300/JGME-D-14-00612.1 · DOI
- 10.3357/ASEM.1879.2006 · DOI
- Faraone SV., 2008, P T, 33, 700
- 10.1016/j.jclinepi.2009.06.005 · DOI · Paper page
- Huang X, 2006, AMIA Annu Symp Proc, 359
- 10.1007/s12630-008-9007-4 · DOI
- Edinger T, 2013, AMIA Annu Symp Proc, 379
- 10.1001/archinte.167.16.1738 · DOI · Paper page
- 10.1097/NNR.0b013e3181de9116 · DOI
- 10.1111/1754-9485.12322 · DOI
- 10.1097/JOM.0000000000000370 · DOI
- 10.1037/cpp0000152 · DOI
- 10.1186/1472-6920-13-115 · DOI
- 10.1111/j.1553-2712.1997.tb03658.x · DOI
- 10.1016/S0022-4375(02)00071-3 · DOI
- 10.1080/15402002.2013.825840 · DOI · Paper page
- 10.1188/13.ONF.E368-E373 · DOI
- 10.1080/08964289.1996.9933754 · DOI
- 10.2466/pms.1994.79.1.520 · DOI
Cited by
Sorted by citations
Understanding the Occupational Factors that Influence Paramedic Health and Wellbeing
Betts, C., Stoneley, A., Anderson, J., & Sutton, C. (2024) · International Journal of Paramedicine · doi:10.56068/mnrg8307 · Cited by 2
Metadata
- Authors
- Barger, L. K., Runyon, M. S., Renn, M. L., Moore, C. G., Weiss, P. M., Condle, J. P., Flickinger, K. L., Divecha, A. A., Coppler, P. J., Sequeira, D. J., Lang, E. S., Higgins, J. S., & Patterson, P. D.
- Affiliations
- Brigham and Women's Hospital (US)
- University of Pittsburgh (US)
- Corresponding author
- Patterson, P. Daniel
- ORCID
- Venue
- Prehospital Emergency Care
- Publisher
- Informa UK Limited
- Published
- 2018-01-11
- Volume
- 22
- Issue
- sup1
- Pages
- 58-68
- ISSN
- 1090-3127 (ISSN-L)
- 1545-0066
- OpenAlex
- W2784234620
- Cited by
- 113
- References
- 5
- Citations by year
- 2026: 10 · 2025: 17 · 2024: 16 · 2023: 16 · 2022: 11 · 2021: 17 · 2020: 11 · 2019: 8 · 2018: 7
- FWCI
- 1.71
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Prehospital Emergency Care (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Highway Traffic Safety Administration (DTNH2215R00029)
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Sleep and Work-Related Fatigue
- Health Sciences › Nursing › Leadership and Management › Hospital Admissions and Outcomes
- Health Sciences › Health Professions › General Health Professions › Healthcare professionals’ stress and burnout
- Keywords
- shift workers, emergency medical personnel, patient safety, occupational safety, acute fatigue, sleep quality, burnout, stress, cardiovascular disease
- MeSH terms
- Shift Work Schedule, Burnout, Professional, Emergency Medical Services, Emergency Medical Technicians, Fatigue, Health Education, Humans, Research Design, Safety, Sleep, Work Schedule Tolerance, Sleep Disorders, Circadian Rhythm
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