Distress Overtolerance and Suicide Risk in Firefighters: Incremental and Longitudinal Associations
Abstract
1. Introduction
2. Materials and Methods
2.1. Participants
2.2. Measures
2.3. Procedure
2.4. Data Analytic Plan
3. Results
3.1. Descriptive Statistics and Bivariate Correlations
3.2. Hierarchical Linear Regression Outcomes
3.3. Preliminary Longitudinal Mixed-Effects Model Outcomes
4. Discussion
4.1. Limitations and Future Directions
4.2. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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| Variable | Mean (SD)/n (%) |
|---|---|
| Sex assigned at birth a | |
| Male | 68 (86.1%) |
| Female | 11 (13.9%) |
| Race a | |
| White | 65 (82.3%) |
| Black/African American | 5 (6.3%) |
| Other | 7 (8.9%) |
| American Indian or Alaskan Native | 1 (1.3%) |
| Asian | 1 (1.3%) |
| Ethnicity a | |
| Hispanic/Latino | 11 (13.9%) |
| Non-Hispanic/Latino | 68 (86.1%) |
| Age a | 44.44 (10.18) |
| Education a | |
| High school | 3 (3.8%) |
| Some college | 27 (34.2%) |
| College graduate | 49 (62.0%) |
| Relationship status a | |
| Married | 54 (68.4%) |
| Single | 10 (12.7%) |
| Living with a partner | 4 (5.1%) |
| Divorced | 10 (12.7%) |
| Widowed | 1 (1.3%) |
| Armed service history (yes) a | 14 (17.7%) |
| First responder role a | |
| Firefighter | 24 (30.4%) |
| Firefighter with EMS duties | 52 (65.8%) |
| Dual firefighter and law enforcement officer | 3 (3.8%) |
| Career (i.e., paid) position a | 76 (96.2%) |
| Occupational setting a | |
| Urban | 56 (70.9%) |
| Suburban | 17 (21.5%) |
| Rural | 6 (7.6%) |
| U.S. region a | |
| Northeast | 2 (2.5%) |
| Midwest | 3 (3.8%) |
| West | 3 (3.8%) |
| South | 71 (89.9%) |
| Probable PTSD b | 5 (6.3%) |
| 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | |
|---|---|---|---|---|---|---|---|---|
| 1. Years of fire service a | - | |||||||
| 2. Trauma load b | 0.01 | - | ||||||
| 3. PTSD symptom severity c | −0.18 | 0.17 | - | |||||
| 4. Distress overtolerance d | −0.01 | 0.11 | 0.58 ** | - | ||||
| 5. Capacity for harm d | −0.01 | 0.12 | 0.60 ** | 0.97 ** | - | |||
| 6. Fear of negative evaluation d | −0.01 | 0.06 | 0.42 ** | 0.87 ** | 0.73 ** | - | ||
| 7. Suicidal ideation e | −0.08 | 0.08 | 0.27 * | 0.40 ** | 0.43 ** | 0.27 * | - | |
| 8. Suicide risk f | −0.12 | 0.002 | 0.18 | 0.43 ** | 0.45 ** | 0.30 ** | 0.66 ** | - |
| Mean | 17.7 | 12.8 | 10.8 | 45.6 | 27.1 | 18.5 | 0.32 | 4.3 |
| SD | 10.2 | 2.7 | 14.4 | 18.4 | 13.2 | 6.5 | 0.86 | 2.3 |
| Range | 1–44 | 4–16 | 0–80 | 16–96 | 11–66 | 5–30 | 0–5 | 3–14 |
| Variable | R2/ΔR2 | β | t | sr2 | p |
| Suicidal ideation | |||||
| Step 1 | 0.015 | 0.598 | |||
| Years as a first responder | −0.09 | −0.76 | 0.01 | 0.452 | |
| Trauma load | 0.07 | 0.07 | 0.01 | 0.541 | |
| Step 2 | |||||
| PTSD symptom severity | 0.06 | 0.25 | 2.11 | 0.06 | 0.039 |
| Step 3 * | |||||
| Capacity for harm | 0.131 | 0.45 | 3.33 | 0.131 | 0.001 |
| Fear of negative evaluation | 0.035 | 0.21 | 1.62 | 0.04 | 0.110 |
| Variable | ΔR2/ΔR2 | β | t | sr2 | p |
| Suicide Risk | |||||
| Step 1 | 0.032 | 0.323 | |||
| Years as a first responder | −0.17 | −1.45 | 0.03 | 0.152 | |
| Trauma load | −0.07 | −0.56 | 0.00 | 0.579 | |
| Step 2 | |||||
| PTSD symptom severity | 0.028 | 0.17 | 1.43 | 0.03 | 0.156 |
| Step 3 * | |||||
| Capacity for harm | 0.163 | 0.51 | 3.75 | 0.16 | <0.001 |
| Fear of negative evaluation | 0.072 | 0.30 | 2.36 | 0.07 | 0.021 |
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© 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.
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Lebeaut, A.; Leonard, S.J.; Zegel, M.; Doshetty, G.; Albanese, B.J.; Vujanovic, A.A. Distress Overtolerance and Suicide Risk in Firefighters: Incremental and Longitudinal Associations. Fire 2026, 9, 275. https://doi.org/10.3390/fire9070275
Lebeaut A, Leonard SJ, Zegel M, Doshetty G, Albanese BJ, Vujanovic AA. Distress Overtolerance and Suicide Risk in Firefighters: Incremental and Longitudinal Associations. Fire. 2026; 9(7):275. https://doi.org/10.3390/fire9070275
Chicago/Turabian StyleLebeaut, Antoine, Samuel J. Leonard, Maya Zegel, Gauri Doshetty, Brian J. Albanese, and Anka A. Vujanovic. 2026. "Distress Overtolerance and Suicide Risk in Firefighters: Incremental and Longitudinal Associations" Fire 9, no. 7: 275. https://doi.org/10.3390/fire9070275
APA StyleLebeaut, A., Leonard, S. J., Zegel, M., Doshetty, G., Albanese, B. J., & Vujanovic, A. A. (2026). Distress Overtolerance and Suicide Risk in Firefighters: Incremental and Longitudinal Associations. Fire, 9(7), 275. https://doi.org/10.3390/fire9070275

