Mental Health of Canadian Firefighters: The Impact of Sleep
Abstract
:1. Introduction
2. Study Aim
3. Materials and Methods
3.1. Self-Report Symptom Measures
- PTSD was assessed using the PTSD Check List 5 (PCL-5) [32]. The PCL-5 is a commonly used 20-item self-report tool that assesses the 20 symptoms of PTSD outlined in the Diagnostic and Statistical Manual of Mental Disorder-fifth edition (DSM-5) (APA, 2013). Individuals were asked to rate how bothersome the 20 items were to them on a scale of 0 (not at all) to 4 (extremely). A total score greater than 32 is considered reasonable for a provisional positive screen for PTSD. Internal consistency of the PTSD check list for the current study was α = 0.95.
- Major depressive disorder (MDD) symptoms were assessed using the Patient Health Questionnaire 9-item (PHQ-9) [33]. In the PHQ-9 individuals were asked to consider the past two weeks and to rate nine symptoms of depression on a scale of 0 (not at all) to 3 (nearly every day). A provisional screen for MDD was based on 5 of the 9 items being rated at least a 2 or 3, or two questionnaire items; “little interest or pleasure in doing things” and “feeling down, depressed or hopeless” were rated 2 or 3. Internal consistency of the PHQ for the current study was α = 0.90.
- Panic disorder symptoms were assessed using the Panic Disorder (PD) Symptoms Severity Scale (PDSS) [34]. The PDSS is a 7-item severity scale where items are scored on 5-point scale from 0 to 4. The measure was designed to rate the overall severity of PD symptoms. A total score greater than 9 is considered reasonable for a provisional positive screen for PD. Internal consistency of the PDSS for the current study was α = 0.93.
- Symptoms of a General Anxiety Disorder (GAD) were assessed using the GAD 7-item Scale (GAD-7) [35]. The GAD-7 is a 7-item questionnaire where individuals are asked to rate how often symptoms of anxiety, such as feeling nervous, anxious, or on edge, have bothered them on a scale of 0 (not at all) to 3 (nearly every day). A total score greater than 9 is considered reasonable for a provisional positive screen for GAD. Internal consistency of the GAD for the current study was α = 0.91.
- The Depression, Anxiety, and Stress Scale-21 (DASS-21) was also used to measure broad symptoms of depression, anxiety, and stress relative to general population data [36]. The DASS-21 is a 21-item questionnaire divided into three subscales of depression, anxiety, and stress. Items were scored from 0 (does not apply to me at all) to 3 (applies to me very much or most of the time). Internal consistency of depression, anxiety, and stress for the current study was α = 0.86, α = 0.84, and α = 0.83 respectively.
- Social anxiety disorder (SAD) symptoms were assessed using the Social Interaction Phobia Scale (SIPS) [37]. The SIPS is a 14-item measure of social anxiety symptoms that can be divided into three subscales of Social Interaction Anxiety, Fear of Overt Evaluation, and Fear of Attracting Attention. Subscale scores and an overall score were calculated for the current study. A total score greater than 20 is considered reasonable for a provisional positive screen for SAD. Internal consistency of the SIPS for the current study was α = 0.94.
- Risky (hazardous) alcohol use with the Alcohol Use Disorders Identification Test (AUDIT) [38]. The AUDIT is consistent with ICD-10 definitions of alcohol use disorder and harmful alcohol use. The AUDIT is a 10-item list of questions relating to an individual’s drinking behavior. Items were scored from 0 (no or never) to 4 (response depends on the question being asked). A total score greater than 15 is considered reasonable for a provisional positive screen for alcohol use disorder. Internal consistency of the AUDIT for the current study was α = 0.82.
- Sleep disturbance was measured using the Insomnia Severity Index (ISI). The ISI is a self-report questionnaire assessing the nature, severity, and impact of insomnia [39]. Individuals are asked to answer 7 questions rated on a 5-point Likert scale relating to the severity of their sleep difficulties where 0 = no problem; 4 = very severe problem, with total scores ranging from 0 to 28. The total score can then be divided into four categories: absence of insomnia (0–7); sub-threshold insomnia (8–14); moderate insomnia (15–21); and severe insomnia (22–28), or dichotomized into positive screen for clinical insomnia for scores of 15 or greater. Respondents were also asked to rate their sleep quality overall from very poor to very good, and provide an estimate of the number of hours of sleep they get during the workweek (or when they are on shift) and during the weekends (or when they are off shift). Finally, they were asked how many days per week they woke up feeling felt rested. Internal consistency of the ISI for the current study was α = 0.85.
3.2. Statistical Analysis
4. Results
5. Discussion
6. Limitations of the Study
7. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Sociodemographic Variables | N | % |
---|---|---|
Sex | ||
Male | 1024 | 84.1 |
Female | 77 | 6.3 |
Age | ||
18–29 | 48 | 3.9 |
30–39 | 248 | 20.4 |
40–49 | 382 | 31.4 |
50–59 | 361 | 29.7 |
60 and older | 64 | 5.3 |
Marital status | ||
Married/Common-law | 896 | 73.6 |
Single | 84 | 6.9 |
Separated/Divorced/Widowed | 79 | 6.2 |
Re-married | 36 | 3.0 |
Province of Residence | ||
Western Canada (BC, AB, SK, MB) | 609 | 50.0 |
Eastern Canada (ON, QC) | 495 | 40.7 |
Atlantic Canada (PEI, NS, NB, NFL) | 58 | 4.8 |
Northern Territories (YK, NWT, NVT) | 2 | 0.2 |
Ethnicity | ||
Caucasian | 1027 | 84.4 |
Other | 72 | 5.9 |
Education level | ||
High school or less | 146 | 12.0 |
Some post-secondary (less than 4-year college/university program) | 648 | 53.2 |
University degree/4-year college or higher | 281 | 23.1 |
First spoken language | ||
English | 959 | 78.8 |
French | 100 | 8.2 |
Other | 39 | 3.2 |
Years of service | ||
More than 16 years | 839 | 68.9 |
10 to 15 years | 215 | 17.7 |
5 to 9 years | 111 | 9.1 |
Less than 4 years | 52 | 4.3 |
Category of Service | ||
Fire Administration | 141 | 11.6 |
Fire Leadership | 352 | 28.9 |
Sr Firefighter | 310 | 25.5 |
Jr Firefighter | 23 | 1.9 |
Other | 56 | 4.6 |
Not provided | 335 | 27.5 |
Career or Volunteer | ||
Career | 1086 | 89.2 |
Volunteer | 131 | 10.8 |
All Firefighters n = 1217 | ||
---|---|---|
N | % | |
ISI Score interpretation 1 | ||
No clinically significant insomnia | 284 | 37.4 |
Subthreshold insomnia | 314 | 41.3 |
Clinical insomnia (moderate) | 140 | 18.4 |
Clinical insomnia (severe) | 22 | 2.9 |
Screen positive for clinical insomnia (yes) | 162 | 21.3 |
How would you rate your quality of sleep overall? | ||
Very poor | 46 | 6.0 |
Poor | 196 | 25.7 |
Fair | 287 | 37.6 |
Good | 186 | 24.3 |
Very good | 49 | 6.4 |
M Hours | SD | |
On average, how many hours per night do you sleep on weeknights or when you are working shifts? | 6.3 | 1.3 |
On average, how many hours per night do you sleep on weekends or when you are not working shifts? | 7.0 | 1.5 |
On average, how many days per 7-day week do you wake up feeling rested? | 2.7 | 2.1 |
Negative Screen for Clinical Insomnia n = 598 | Positive Screen for Clinical Insomnia n = 162 | Chi-Square | |||
---|---|---|---|---|---|
N | % | n | % | ||
PTSD 1 (PCL-5) 2 | 43 | 7.2 | 46 | 28.4 | 55.29 *** |
Depression (PHQ-9) 3 | 65 | 10.9 | 81 | 50.0 | 124.03 *** |
Anxiety (GAD-7) 4 | 33 | 5.5 | 49 | 30.2 | 80.98 *** |
Social anxiety disorder (SIPS) 5 | 34 | 5.7 | 45 | 27.8 | 66.79 *** |
Panic disorder (PDSS) 6 | 21 | 3.5 | 32 | 19.8 | 52.84 *** |
Risky Alcohol Use (AUDIT) 7 | 42 | 7.8 | 18 | 12.1 | 2.63 |
DASS Depression 8 | 75 | 12.5 | 75 | 46.3 | 92.46 *** |
DASS Anxiety | 140 | 23.4 | 102 | 63.0 | 91.32 *** |
DASS Stress | 27 | 4.5 | 46 | 28.4 | 83.36 *** |
Mental Health Measure | Positive Screen for Clinical Insomnia Odds Ratio (95% CI) | p-Value for Moderator Analysis |
---|---|---|
PTSD 1 PCL-5 2 | 4.98 (3.11, 7.96) *** | >0.05 |
DASS depression 3 | 6.11 (4.11, 9.10) *** | >0.05 |
DASS anxiety | 5.40 (3.72, 7.85) *** | >0.05 |
DASS stress | 8.53 (5.07, 14.36) *** | >0.05 |
GAD-7 4 | 7.15 (4.38, 11.69) *** | >0.05 |
PHQ-9 5 | 7.91 (5.27, 11.87) *** | >0.05 |
PDSS 6 | 6.88 (3.81, 12.42) *** | >0.05 |
SIPS 7 | 6.32 (3.83, 10.41) *** | >0.05 |
AUDIT (risky drinking) 8 | 1.57 (0.87, 2.84) | >0.05 |
Measure | Insomnia Severity Index (ISI) | PTSD | PHQ-9 | GAD-7 | SIPS | PDSS | AUDIT | DASS Depression | DASS Anxiety |
---|---|---|---|---|---|---|---|---|---|
PTSD | 0.52 ** | 1 | |||||||
PHQ-9 | 0.64 ** | 0.74 ** | 1 | ||||||
GAD-7 | 0.53 ** | 0.74 ** | 0.80 ** | 1 | |||||
SIPS | 0.39 ** | 0.44 ** | 0.51 ** | 0.54 ** | 1 | ||||
PDSS | 0.35 ** | 0.62 ** | 0.59 ** | 0.66 ** | 0.47 ** | 1 | |||
AUDIT | 0.22 ** | 0.20 ** | 0.29 ** | 0.21 ** | 0.11 ** | 0.18 ** | 1 | ||
DASS Depression | 0.52 ** | 0.77 ** | 0.85 ** | 0.81 ** | 0.50 ** | 0.63 ** | 0.26 ** | 1 | |
DASS Anxiety | 0.48 ** | 0.76 ** | 0.78 ** | 0.80 ** | 0.54 ** | 0.65 ** | 0.22 ** | 0.88 ** | 1 |
DASS Stress | 0.53 ** | 0.76 ** | 0.82 ** | 0.80 ** | 0.50 ** | 0.65 ** | 0.25 ** | 0.90 ** | 0.87 ** |
Total Effect (c) | Direct Effect (c’) | ||||||||
---|---|---|---|---|---|---|---|---|---|
Outcome (Y) | Coefficient | SE | Coefficient | SE | |||||
PTSD | 1.43 *** | 0.09 | 0.43 *** | 0.08 | |||||
PHQ-9 | 0.61 *** | 0.03 | 0.27 *** | 0.02 | |||||
GAD-7 | 0.41 *** | 0.02 | 0.11 *** | 0.02 | |||||
SIPS | 0.63 *** | 0.05 | 0.28 *** | 0.06 | |||||
PDSS | 0.22 *** | 0.02 | −0.01 | 0.02 | |||||
AUDIT | 0.20 *** | 0.03 | 0.10 ** | 0.04 | |||||
Indirect Effect (aibi) | |||||||||
Direct Effect (ai) | Direct Effect (bi) | 95% CI | |||||||
Mediator | Coefficient | SE | Coefficient | SE | Outcome (Y) | Coefficient | Boot SE | Lower | Upper |
Stress | 0.72 *** | 0.04 | 1.40 *** | 0.06 | PTSD | 1.00 | 0.08 | 0.84 | 1.16 |
Stress | 0.71 *** | 0.04 | 0.47 *** | 0.02 | PHQ-9 | 0.34 | 0.03 | 0.28 | 0.40 |
Stress | 0.71 *** | 0.04 | 0.42 *** | 0.01 | GAD-7 | 0.30 | 0.03 | 0.25 | 0.36 |
Stress | 0.71 *** | 0.04 | 0.49 *** | 0.04 | SIPS | 0.35 | 0.05 | 0.25 | 0.46 |
Stress | 0.73 *** | 0.04 | 0.30 *** | 0.02 | PDSS | 0.22 | 0.03 | 0.17 | 0.27 |
Stress | 0.73 *** | 0.04 | 0.13 *** | 0.03 | AUDIT | 0.09 | 0.02 | 0.05 | 0.14 |
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Cramm, H.; Richmond, R.; Jamshidi, L.; Edgelow, M.; Groll, D.; Ricciardelli, R.; MacDermid, J.C.; Keiley, M.; Carleton, R.N. Mental Health of Canadian Firefighters: The Impact of Sleep. Int. J. Environ. Res. Public Health 2021, 18, 13256. https://doi.org/10.3390/ijerph182413256
Cramm H, Richmond R, Jamshidi L, Edgelow M, Groll D, Ricciardelli R, MacDermid JC, Keiley M, Carleton RN. Mental Health of Canadian Firefighters: The Impact of Sleep. International Journal of Environmental Research and Public Health. 2021; 18(24):13256. https://doi.org/10.3390/ijerph182413256
Chicago/Turabian StyleCramm, Heidi, Rachel Richmond, Laleh Jamshidi, Megan Edgelow, Dianne Groll, Rose Ricciardelli, Joy Christine MacDermid, Michael Keiley, and R. Nicholas Carleton. 2021. "Mental Health of Canadian Firefighters: The Impact of Sleep" International Journal of Environmental Research and Public Health 18, no. 24: 13256. https://doi.org/10.3390/ijerph182413256
APA StyleCramm, H., Richmond, R., Jamshidi, L., Edgelow, M., Groll, D., Ricciardelli, R., MacDermid, J. C., Keiley, M., & Carleton, R. N. (2021). Mental Health of Canadian Firefighters: The Impact of Sleep. International Journal of Environmental Research and Public Health, 18(24), 13256. https://doi.org/10.3390/ijerph182413256