Relationship of Grit and Resilience to Burnout Among U.S. Neurosurgery Residents
Abstract
Introduction Studies have begun investigating grit (continued fortitude in the face of hardship) and resilience (ability to recover from a setback) and their relationship to burnout (emotional exhaustion [EE] caused by prolonged stress or frustration) within medicine. We investigated the prevalence of burnout among neurosurgery residents and aimed to determine the relationship among burnout, grit, and resilience. Methods We surveyed U.S. neurosurgical residents to perform a discretional analysis of prevalence of burnout. Multivariate analysis was performed to determine which variables were associated with higher and lower levels of EE, depersonalization (DP), personal accomplishment (PA), burnout, grit, and resilience. Results Of 1385 U.S. neurosurgery residents, 427 (30.8%) responded to our survey. Burnout prevalence was 33.0% (95% confidence interval, 28.6%-37.7%). High grit was associated with U.S. graduates (P = 0.006), married residents (P = 0.025), and fewer social/personal stressors (P = 0.003). Lower resilience was associated with female sex (P = 0.006), whereas higher resilience was associated with international medical graduates (P = 0.017) and fewer social/personal stressors (P = 0.005). High burnout was associated with greater social/personal stressors (P = 0.002), clinical rotations (P = 0.001), and lack of children (P = 0.016). There were positive correlations between EE and DP and among PA, grit, and resilience. There were negative correlations for EE and DP with PA, grit, and resilience and between grit/resilience and burnout. Conclusions There is an inverse relationship between grit/resilience and burnout. Increased social/personal stressors are associated with increased levels of burnout and decreased grit and resilience. Grit and resilience are higher when social and personal stressors are decreased, indicating that these characteristics may fluctuate over time.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Being married had a protective effect on resident burnout.
“while being married had a protective effect on resident burnout [18].”
From A National Cross-Sectional Study on the Prevalence of Burnout in Filipino Neurosurgery Residents (2024) · cites this paper as [18]
Married residents had lower levels of personal and social stressors, resulting in higher grit and resilience and subsequently lower burnout.
“An important finding determined by Hakeem and Shakir et al. is that married residents had lower levels of personal and social stressors, resulting in higher levels of grit and resilience, and subsequently lower levels of burnout [18].”
From A National Cross-Sectional Study on the Prevalence of Burnout in Filipino Neurosurgery Residents (2024) · cites this paper as [18]
Cites
Development of a new resilience scale: The Connor-Davidson Resilience Scale (CD-RISC)
Connor, K. M., & Davidson, J. R. T. (2003) · Depression and Anxiety · doi:10.1002/da.10113 · Cited by 11,793 · see citing works
Grit: perseverance and passion for long-term goals
Duckworth, A. L., Peterson, C., Matthews, M. D., & Kelly, D. R. (2007) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.92.6.1087 · Cited by 6,911 · see citing works
Development and validation of the short grit scale (grit-s)
Duckworth, A. L., & Quinn, P. D. (2009) · Journal of Personality Assessment · doi:10.1080/00223890802634290 · Cited by 3,376 · see citing works
National Survey of Burnout among US General Surgery Residents
Elmore, L. C., Jeffe, D. B., Jin, L., Awad, M. M., & Turnbull, I. R. (2016) · Journal of the American College of Surgeons · doi:10.1016/j.jamcollsurg.2016.05.014 · Cited by 476 · see citing works
Sood, A., Sharma, V., Schroeder, D. R., & Gorman, B. (2014) · EXPLORE · doi:10.1016/j.explore.2014.08.002 · Cited by 162 · see citing works
Factors associated with burnout among US neurosurgery residents: a nationwide survey
Attenello, F. J., Buchanan, I. A., Wen, T., Donoho, D. A., McCartney, S., Cen, S. Y., Khalessi, A. A., Cohen-Gadol, A. A., Cheng, J. S., Mack, W. J., et al. (2018) · Journal of Neurosurgery · doi:10.3171/2017.9.jns17996 · Cited by 145 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Khalafallah, A. M., Lam, S., Gami, A., Dornbos, D. L., Sivakumar, W., Johnson, J. N., & Mukherjee, D. (2020) · Journal of Clinical Neuroscience · doi:10.1016/j.jocn.2020.08.012 · Cited by 101 · see citing works
Zaed, I., Jaaiddane, Y., Chibbaro, S., & Tinterri, B. (2020) · World Neurosurgery · doi:10.1016/j.wneu.2020.08.005 · Cited by 91 · see citing works
A National Cross-Sectional Study on the Prevalence of Burnout in Filipino Neurosurgery Residents
Mercado, C. M., Torres, G. M., & Sih, I. M. (2024) · Research Square (preprint) · doi:10.21203/rs.3.rs-5351715/v1
- Authors
- Shakir, H. J., Cappuzzo, J. M., Shallwani, H., Kwasnicki, A., Bullis, C., Wang, J., Hess, R. M., & Levy, E. I.
- Affiliations
- Kaleida Health (US)
- University of Illinois Chicago (US)
- Oregon Health & Science University (US)
- Corresponding author
- Levy, Elad I.
- ORCID
- Venue
- World Neurosurgery
- Publisher
- Elsevier BV
- Published
- 2020-02
- Volume
- 134
- Pages
- e224-e236
- ISSN
- 1878-8750 (ISSN-L)
- OpenAlex
- W2980986188
- Cited by
- 99
- References
- 6
- Citations by year
- 2026: 4 · 2025: 15 · 2024: 9 · 2023: 10 · 2022: 20 · 2021: 26 · 2020: 14 · 2019: 1
- FWCI
- 20.89
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- World Neurosurgery (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Health Sciences › Health Professions › General Health Professions › Healthcare professionals’ stress and burnout
- Social Sciences › Psychology › Social Psychology › Grit, Self-Efficacy, and Motivation
- Social Sciences › Psychology › Social Psychology › Stress and Burnout Research
- Keywords
- burnout, grit, resilience, neurosurgery residents, emotional exhaustion, depersonalization, personal accomplishment, international medical graduates, gender differences, marital status, physician well-being
- MeSH terms
- Burnout, Professional, Cross-Sectional Studies, Female, Humans, Internship and Residency, Male, Neurosurgery, Surveys and Questionnaires, United States, Resilience, Psychological
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review