Submitted:
30 June 2026
Posted:
01 July 2026
You are already at the latest version
Abstract
Keywords:
1. Introduction
2. Materials and Methods
2.1. Study Design and Ethics
2.2. Participants
2.3. Instruments
2.4. Data Analysis
3. Results
3.1. Descriptive analysis
3.1. Correlation Analysis
3.1. Mediation Analysis

4. Discussion
4.1. Association Between Psychosocial Risks and Burnout (Path a)
4.2. Association Between Burnout and Patient Safety Culture (Path b)
4.3. Total Effect of Psychosocial Risks on Patient Safety Culture (Path c)
4.4. Direct Effect Between Psychosocial Risks and Patient Safety Culture (Path d)
4.5. Indirect Effect Between Psychosocial Risks and Patient Safety Culture mediated by Burnout (Path e)
4.6. General Discussion and Limitations
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
| PSC | Patient Safety Culture |
| PSR | Psychosocial Risks |
References
- Intergovernmental Panel on Climate Change. Climate Change 2021 – The Physical Science Basis: Working Group I Contribution to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change; Cambridge University Press: Cambridge, UK, 2021. [Google Scholar]
- World Health Organization. State of the World’s Nursing 2020: Investing in Education, Jobs and Leadership; WHO Press: Geneva, Switzerland, 2020. [Google Scholar]
- World Health Organization Science Council. Advancing the Responsible Use of Digital Technologies in Global Health: A Report of the World Health Organization Science Council; World Health Organization: Geneva, Switzerland, 2025. [Google Scholar]
- International Labour Organization; Occupational Safety and Health Administration; Branch, Working Environment. Revolutionizing Health and Safety: The Role of AI and Digitalization at Work: Global Report; ILO: Geneva, Switzerland, 2025. [Google Scholar]
- Holden, R.J.; Carayon, P.; Gurses, A.P.; Hoonakker, P.; Hundt, A.S.; Ozok, A.A.; Rivera-Rodriguez, A.J. SEIPS 2.0: A Human Factors Framework for Studying and Improving the Work of Healthcare Professionals and Patients. Ergonomics 2013, 56, 1669–1686. [Google Scholar] [CrossRef] [PubMed]
- Institute of Medicine (US) Committee on Quality of Health Care in America. To Err Is Human: Building a Safer Health System. In To Err Is Human: Building a Safer Health System; Kohn, L., Corrigan, J.M., Donaldson, M.S., Eds.; National Academies Press (US): Washington, DC, 2000. [Google Scholar]
- World Health Organization. Framework and Toolkit for Infection Prevention and Control Outbreak Preparedness, Readiness and Response: Implementation Manual; WHO: Geneva, Switzerland, 2025. [Google Scholar]
- Organization of Economic Cooperation and Development; European Commission. Health at a Glance: Europe 2024: State of Health in the EU Cycle; OECD Publishing: Paris, France, 2024. [Google Scholar]
- International Labour Organization. Safety and Health at the Heart of the Future of Work: Building on 100 Years of Experience; International Labour Organization: Geneva, Switzerland, 2019. [Google Scholar]
- World Health Organization. Health and Care Workforce. Global Strategy on Human Resources for Health: Workforce 2030. Report by the Director-General; World Health Organization: Geneva, Switzerland, 2024. [Google Scholar]
- Barros, C.; Baylina, P. Disclosing Strain: How Psychosocial Risk Factors Influence Work-Related Musculoskeletal Disorders in Healthcare Workers Preceding and during the COVID-19 Pandemic. Int. J. Env. Res. Public Health 2024, 21. [Google Scholar] [CrossRef] [PubMed]
- European Agency for Safety and Health at Work. Psychosocial Risks and Mental Health at Work; Publications Office of the European Union: Luxembourg, 2023. [Google Scholar]
- Baylina, P.; Fernandes, C.; Barros, C. The Impact of Psychosocial Risks on Burnout: Tracing the Pathways to Professional Exhaustion. In Occupational and Environmental Safety and Health VI; Baptista, J.S., Melo, R.B., Carneiro, P., Castelo Branco, J., Costa, N., Duarte, J., Guedes, J.C., Perestrelo, G., Eds.; Springer Nature Switzerland: Cham, Switzerland, 2025; Volume 2, pp. 157–167. [Google Scholar] [CrossRef]
- Conceoção, A.; Palma-Moreira, A. The Relationship Between Occupational Stress, Burnout, and Perceived Performance: The Moderating Role of Work Regime. Adm. Sci. 2025, 15. [Google Scholar] [CrossRef]
- Popucza, T.Z.; Eriksson, L.; Eriksson, M. Emotional Demands, Burnout, and Mental Wellbeing in Healthcare, Care, and Service Work: The Mediating Role of Surface Acting Across Age. Front. Psychol. 2025, 3, 42015. [Google Scholar] [CrossRef]
- Demerouti, E.; Bakker, A.B.; Nachreiner, F.; Schaufeli, W.B. The Job Demands–Resources Model of Burnout. J. Appl. Psychol. 2001, 86, 499–512. [Google Scholar] [CrossRef]
- Bakker, A.B.; Demerouti, E. Job Demands–Resources Theory: Taking Stock and Looking Forward. J. Occup. Health Psychol. 2017, 22, 273–285. [Google Scholar] [CrossRef] [PubMed]
- Karasek, R.A. Job Demands, Job Decision Latitude, and Mental Strain: Implications for Job Redesign. Adm. Sci. Q. 1979, 24, 285–308. [Google Scholar] [CrossRef]
- Barros, C.; Baylina, P. Pre-Pandemic Versus Pandemic Times: The Impact of Psychosocial Risk Factors on Work-Related Musculoskeletal Disorders in Healthcare Workers. In Occupational and Environmental Safety and Health V; Arezes, P.M., Melo, R.B., Carneiro, P., Castelo Branco, J., Colim, A., Costa, N., Costa, S., Duarte, J., Guedes, J.C., Perestrelo, G., et al., Eds.; Springer Nature Switzerland: Cham, Switzerland, 2024; pp. 557–565. [Google Scholar] [CrossRef]
- Mohr, D.C.; Elnahal, S.; Marks, M.L.; Derickson, R.; Osatuke, K. Burnout Trends Among US Health Care Workers. JAMA Netw. Open 2025, 8, e255954. [Google Scholar] [CrossRef] [PubMed]
- Gonçalves, F.; Gaudêncio, M. Burnout and Quality of Life in Portuguese Healthcare Professionals Working in Oncology and Palliative Care—A Preliminary Study. BMC Palliat. Care 2023, 22, 155. [Google Scholar] [CrossRef] [PubMed]
- Shanafelt, T.D.; Balch, C.M.; Bechamps, G.; Russell, T.; Dyrbye, L.; Satele, D.; Collicott, P.; Novotny, P.J.; Sloan, J.; Freischlag, J. Burnout and Medical Errors Among American Surgeons. Ann. Surg. 2010, 251, 995–1000. [Google Scholar] [CrossRef] [PubMed]
- Cimiotti, J.P.; Aiken, L.H.; Sloane, D.M.; Wu, E.S. Nurse Staffing, Burnout, and Healthcare Associated Infection. Am. J. Infect. Control 2012, 40, 486–490. [Google Scholar] [CrossRef] [PubMed]
- Li, L.Z.; Yang, P.; Singer, S.J.; Pfeffer, J.; Mathur, M.B.; Shanafelt, T. Nurse Burnout and Patient Safety, Satisfaction, and Quality of Care: A Systematic Review and Meta-Analysis. JAMA Netw. Open 2024, 7, e2443059. [Google Scholar] [CrossRef] [PubMed]
- Welp, A.; Meier, L.L.; Manser, T. Emotional Exhaustion and Workload Predict Clinician-Rated and Objective Patient Safety. Front. Psychol. 2014, 5, 1574. [Google Scholar] [CrossRef] [PubMed]
- Lu, L.; Ko, Y.-M.; Chen, H.-Y.; Chueh, J.-W.; Chen, P.-Y.; Cooper, C.L. Patient Safety and Staff Well-Being: Organizational Culture as a Resource. Int. J. Environ. Res. Public Health 2022, 19, 3722. [Google Scholar] [CrossRef] [PubMed]
- Sorra, J.; Gray, L.; Streagle, S.; Famolaro, T.; Yount, N.; Behm, J. AHRQ Hospital Survey on Patient Safety Culture: User’s Guide (Prepared by Westat, under Contract No. HHSA290201300003C); Agency for Healthcare Research and Quality: Rockville, MD, USA, 2018. [Google Scholar]
- Alabdullah, H.; Karwowski, W. Patient Safety Culture in Hospital Settings Across Continents: A Systematic Review. Appl. Sci. 2024, 14, 8496. [Google Scholar] [CrossRef]
- Davis, T.R.; Straatmann, K.; Snyder, N.; Shiner, D.; Evans, A.; Caruso, C.; Alton, M. Using the Principles of Just Culture to Improve Transparency and Risk Reporting in the Hospital Setting. Patient Saf. 2025, 7, 137737. [Google Scholar] [CrossRef]
- Singer, S.J.; Vogus, T.J. Reducing Hospital Errors: Interventions That Build Safety Culture. Annu. Rev. Public Health 2013, 34, 373–396. [Google Scholar] [CrossRef] [PubMed]
- Althobaiti, F.M. The Effects of Leadership on Patient Safety Culture in Health Care: A Systematic Review. BMC Nurs. 2026, 25, 125. [Google Scholar] [CrossRef] [PubMed]
- Finn, M.; Walsh, A.; Rafter, N.; Mellon, L.; Chong, H.Y.; Naji, A.; O’Brien, N.; Williams, D.J.; McCarthy, S.E. Effect of Interventions to Improve Safety Culture on Healthcare Workers in Hospital Settings: A Systematic Review of the International Literature. BMJ Open Qual. 2024, 13, e002506. [Google Scholar] [CrossRef] [PubMed]
- Barros, C.; Cunha, L.; Rocha, A.; Baylina, P. The Psychosocial Risk Factors Scale: Factorial Validity and Reliability Analysis. Int. J. Occup. Saf. Ergon. 2025, 1–15. [Google Scholar] [CrossRef] [PubMed]
- Cunha, L.; Silva, D.; Macedo, M. Different Shades of Green: An Analysis of the Occupational Health and Safety Risks Faced by Wind Farm Workers. Sustainability 2024, 16, 3012. [Google Scholar] [CrossRef]
- Yarmolyuk-Kröck, K. A Case for an EU Directive Addressing Work-Related Psychological Risks: An Eastern European Perspective (Cheng & Cheng). In Policy Brief; ISSN 2031-8782: Brussels, Belgium; European Trade Union Institute, 2022. [Google Scholar]
- Schaufeli, W.B.; Desart, S.; De Witte, H. Burnout Assessment Tool (BAT)—Development, Validity, and Reliability. Int. J. Environ. Res. Public Health 2020, 17, 9495. [Google Scholar] [CrossRef] [PubMed]
- Sinval, J.; Vazquez, A.C.S.; Hutz, C.S.; Schaufeli, W.B.; Silva, S. Burnout Assessment Tool (BAT): Validity Evidence from Brazil and Portugal. Int. J. Environ. Res. Public Health 2022, 19, 1344. [Google Scholar] [CrossRef] [PubMed]
- Agency for Healthcare Research and Quality. Hospital Survey on Patient Safety Culture; Agency for Healthcare Research and Quality: Rockville, MD, USA, March 2009. [Google Scholar]
- Eiras, M.; Escoval, A.; Monteiro Grillo, I.; Silva-Fortes, C. The Hospital Survey on Patient Safety Culture in Portuguese Hospitals: Instrument Validity and Reliability. Int. J. Health Care Qual. Assur. 2014, 27, 111–122. [Google Scholar] [CrossRef] [PubMed]
- Cohen, J. Statistical Power Analysis for the Behavioral Sciences, 2nd ed.; Lawrence Erlbaum Associates: Hillsdale, NJ, USA, 1988. [Google Scholar]
- Kang, H. Sample Size Determination and Power Analysis Using the G*Power Software. J. Educ. Eval. Health Prof. 2021, 18. [Google Scholar] [CrossRef] [PubMed]
- George, D.; Mallery, M. SPSS for Windows Step by Step: A Simple Guide and Reference, 17.0 Update, 10th ed.; Pearson: Boston, MA, USA, 2010. [Google Scholar]
- Nahrgang, J.D.; Morgeson, F.P.; Hofmann, D.A. Safety at Work: A Meta-Analytic Investigation of the Link Between Job Demands, Job Resources, Burnout, Engagement, and Safety Outcomes. J. Appl. Psychol. 2011, 96, 71–94. [Google Scholar] [CrossRef] [PubMed]
- Salvagioni, D.A.J.; Melanda, F.N.; Mesas, A.E.; González, A.D.; Gabani, F.L.; Andrade, S.M.d. Physical, Psychological and Occupational Consequences of Job Burnout: A Systematic Review of Prospective Studies. PLoS ONE 2017, 12, e0185781. [Google Scholar] [CrossRef] [PubMed]
- Hodkinson, A.; Zhou, A.; Johnson, J.; Geraghty, K.; Riley, R.; Panagopoulou, E.; Chew-Graham, C.A.; Peters, D.; Esmail, A.; et al. Associations of Physician Burnout with Career Engagement and Quality of Patient Care: Systematic Review and Meta-Analysis. BMJ 2022, 378, e070442. [Google Scholar] [CrossRef] [PubMed]
- Hall, L.H.; Johnson, J.; Watt, I.; Tsipa, A.; O’Connor, D.B. Healthcare Staff Wellbeing, Burnout, and Patient Safety: A Systematic Review. PLoS ONE 2016, 11, e0159015. [Google Scholar] [CrossRef] [PubMed]
- Carayon, P.; Wood, K. Patient Safety: The Role of Human Factors and Systems. Stud. Health Technol. Inform. 2010, 153, 23–46. [Google Scholar] [PubMed]
- Hayes, A.F. Introduction to Mediation, Moderation, and Conditional Process Analysis: A Regression-Based Approach, 3rd ed.; The Guilford Press: New York, NY, USA, 2022. [Google Scholar]
- Fernandes, C.; Barros, C.; Baylina, P. Burnout Among Healthcare Workers: Insights for Holistic Well-Being. Healthcare 2025, 13, 3298. [Google Scholar] [CrossRef] [PubMed]
- Dūdiņa, K.; Martinsone, B. Psychosocial Risks and Protective Factors for Healthcare Worker Burnout During the Post-Acute Phase of the COVID-19 Pandemic. Eur. J. Investig. Health Psychol. Educ. 2025, 15, 186. [Google Scholar] [CrossRef] [PubMed]
- Garcia, C.D.; Abreu, L.C.; Ramos, J.L.; Castro, C.F.; Smiderle, F.R.; Santos, J.A.; Bezerra, I.M. Influence of Burnout on Patient Safety: Systematic Review and Meta-Analysis. Medicina 2019, 55, 553. [Google Scholar] [CrossRef] [PubMed]
- Daneshvar, E.; Otterbach, S. Workplace Stressors and Burnout Among Healthcare Professionals: Insights from the Pandemic and Implications for Future Public Health Crises. Sci. Rep. 2025, 15, 42015. [Google Scholar] [CrossRef] [PubMed]
| Dimensions | Min | Max | Mean | SD | Skewness | Kurtosis | ||
| γ1 | SE | γ2 | SE | |||||
| Psychosocial Risks (ERPS) | ||||||||
| Psychosocial Risks’ total mean score | 1.87 | 3.83 | 2.73 | 0.402 | 0.133 | 0.164 | -0.226 | 0.327 |
| Patient Safety Culture (HSOPSC) | ||||||||
| Patient Safety Culture’s mean score | 0 | 89.58 | 43.16 | 21.246 | 0.184 | 0.164 | -0.758 | 0.327 |
| Burnout (BAT-23) | ||||||||
| Burnout total mean score | 1.00 | 4.70 | 2.25 | 0.692 | 0.90 | 0.16 | 1.09 | 0.327 |
| Legend: SD—standard deviation; SE—standard error; γ — gamma squared. | ||||||||
| Psychosocial risk factors (ERPS) | Patient safety culture (HSOPSC) | Burnout (BAT-23) |
|
| Psychosocial risk factors (INSAT_ERPS) | - | ||
| Patient safety culture (HSOPSC) | - 0.117 (0.054) | - | |
| Burnout (BAT-23) | 0.482 (<0.001) | -0.271 (<0.001) | - |
| Path | B | SE | t | p | 95% CI |
| a) (PSR → Burnout) | 0.830 | 0.117 | 7.098 | < 0.001 | (0.599; 1.060) |
| b) (Burnout → PSC) | -8.571 | 2.201 | -3.894 | < 0.001 | (-12.909; -4.233) |
| c) Total effect | -6.180 | 3.473 | -1.779 | 0.077 | (-13.030; 0.670) |
| d) (direct effect) (PSR → PSC) | 0.932 | 3.627 | 0.257 | 0.797 | (-6.217; 8.081) |
| e) Indirect effect (a × b) (PSR → Burnout→ PSC) | -7.112 | 2.057 | — | — | (-11.527; -3.320) |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2026 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).