Next Article in Journal
Community on the Margins: The Social Consolidation of the HaTikvah Neighborhood in the Late Mandate Period and during Early Israeli Statehood
Next Article in Special Issue
Individual, Familial, and School Risk Factors Affecting Teen Dating Violence in Early Adolescents: A Longitudinal Path Analysis Model
Previous Article in Journal
Beyond Disciplinary Constraints: Designing Transdisciplinary Research and Collaboration in Real-World Laboratories
Previous Article in Special Issue
The Mediating Role of Positive and Negative Affect in the Relationship between Death Anxiety and Italian Students’ Perceptions of Distance Learning Quality during the COVID-19 Pandemic
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Article

Posttraumatic Stress and Somatic Symptoms in Firefighters: A Mediation Analysis of the Impact of Potentially Traumatic Events

by
Joana Proença Becker
1,*,
Rui Paixão
1,
Patrícia Correia-Santos
2 and
Manuel João Quartilho
3
1
Faculty of Psychology and Educational Sciences, University of Coimbra, 3000-115 Coimbra, Portugal
2
School of Psychology, University of Minho, 4710-057 Braga, Portugal
3
Faculty of Medicine, University of Coimbra, 3000-548 Coimbra, Portugal
*
Author to whom correspondence should be addressed.
Societies 2023, 13(9), 206; https://doi.org/10.3390/soc13090206
Submission received: 8 May 2023 / Revised: 9 August 2023 / Accepted: 4 September 2023 / Published: 8 September 2023
(This article belongs to the Special Issue Health Psychology and Psychological Health in Contemporary Society)

Abstract

:
Firefighters are considered a high-risk group for developing stress-related psychopathologies, such as post-traumatic stress disorder (PTSD), due to repeated exposure to potentially traumatic events (PTE). Studies have indicated that PTE is also associated with the development of Somatic Symptom Disorder (SSD). However, the occurrence of this condition among firefighters is an underexplored topic. This study aimed to assess the relationships between PTE and PTSD symptoms, and the relationship between PTE and SSD symptoms. Furthermore, we aimed to assess the role of SSD in the relationship between PTE and PTSD within Portuguese firefighters who battled the 2017 violent forest fires. To this end, a sample of 116 firefighters (75% male) completed self-report measures of posttraumatic symptoms, somatic symptoms, and other psychopathological symptoms. Contrary to several literature, in the present study, neither PTSD nor SSD symptoms seem to be correlated with any sociodemographic characteristics. However, the exposure to PTE is positively correlated with both PTSD and SSD symptoms. Furthermore, SSD seems to act as a mediator in the relationship between PTE and PTSD.

1. Introduction

Exposure to potentially traumatic events (PTE) has been associated with the development of several psychopathologies with the number and intensity of these events being risk factors [1]. Firefighters are considered a high-risk group for developing stress-related psychopathologies, such as post-traumatic stress disorder (PTSD), due to repeated exposure to traumatic events [1,2]. PTSD is a condition that may follow exposure to a traumatic event and is characterized by intrusive symptoms, avoidance behaviors, negative alterations in mood and cognitions, as well as in arousal and reactivity associated with the traumatic event. In order to differentiate normal from pathological reactions after exposure to traumatic events, one of the diagnostic criteria concerns the duration of symptoms, which must exceed one month. In addition, the symptoms significantly impair the person’s ability to function socially or occupationally [2].
“Although not distinguished in the DSM-5, PTSD can be further differentiated into Primary and Secondary PTSD. The differentiation between Primary and Secondary PTSD is determined depending on the type of exposure to the trauma. Direct exposure as a victim to the traumatic event results in Primary PTSD; while indirect exposure, as an observer of a trauma or close family member/friend of a trauma victim, results in Secondary PTSD. The concept of Secondary PTSD is based on the concept of secondary stress, that is, the stress resulting from indirectly experiencing a traumatizing event experienced by a significant other or the stress resulting from helping or wanting to help a person who has been traumatized”
[2] (p. 5).
Studies have shown that the exposure to traumatic events is also associated with the development of Somatic Symptom Disorder (SSD) [3], being the diagnosis of PTSD associated with a considerable increase in somatic symptoms among firefighters [4]. SSD is characterized by persistent physical symptoms that lead individuals to recurrently seek health care services, being seen by several medical specialties that do not find an organic pathology that explains such symptoms.
It is known that the female gender is associated with higher rates of somatic symptoms [5]. A study conducted in Portugal [5] showed that gender had the greatest influence on the severity of somatic symptoms, explaining 11.6% of the variation in the symptom severity. On the other hand, in a study on the amplification of common somatic symptoms by PTSD in firefighters [4], gender and age were not significant in the variation of somatic symptom levels. The results indicated that the presence of PTSD was associated with more somatic symptom complaints, with the presence of such symptoms accounting for 9.8% of the variance in somatic symptom severity.
“The somatization of emotions accounts for a large proportion of family practice visits. Twenty percent of new presentations in primary care and 20–40% of medical outpatient referrals present with high rates of somatization into bodily systems including the respiratory, cardiovascular, gastrointestinal, musculoskeletal, neurological and dermatological systems”
[6] (p. 2).
The World Health Organization carried out a study in 14 countries (N = 1146) and found that somatic symptoms were the main reasons for consultation in 69% of patients with major depression, demonstrating that the clinical presentation of a somatic idiom can hide, or marginalize, concomitant changes in emotional state [7]. The high costs for health care services, in addition to the evident frustration of doctors and patients, have stimulated psychiatric research, mainly due to the difficulty of diagnosing individuals with this condition. The underestimation of the severity of mental health problems and the resistance to reporting emotional issues are among the main factors that hinder the diagnostic process, delaying the referral of these patients to appropriate treatments [5].
SSD is considered a consequence of the avoidance of strong emotions, especially trauma-related emotions [6]. While avoidance is a symptom of PTSD, it is also a maladaptive coping strategy that may contribute for the development of this condition, as well as other psychopathologies [1]. Since mental health stigma is a common problem within Fire Departments, where seeking mental health help may be seen as a sign of weakness, firefighters become susceptible to the emergence of psychological and physical health problems [1,8]. As stated by Milligan–Saville et al. [4] (p. 4), “PTSD and its associated physical health problems cause substantial impairments in daily functioning, though only a small proportion of individuals with PTSD obtain psychiatric treatment”.
Although there are many studies on the prevalence of PTSD among firefighters, the results are divergent. A previous systematic review [1] (p. 76) found that “while some studies reported PTSD rates of 26.6% [9] and 31.8% [10], others indicated 13% [11], or even 2.7% [12]”. This systematic review focused on studies on the risk and protective factors for the development of stress-related diseases in firefighters and proposed a relational model, showing how a set of factors may influence the perception of stress and then the development of these conditions in this population. The first factor proposed by this model is exposure to a PTE, a precondition for the development of stress-related symptoms. According to this study, professional factors highly influence the subjective appraisal of the PTE, as indicated by the different reactions of professional and volunteer firefighters. Studies showed that volunteer firefighters have a higher risk for developing depression, anxiety and PTSD symptoms compared to professional firefighters, as they generally receive less formal training and have less work experience [1].
Although there is a great interest in the factors that contribute to the development of PTSD in firefighters, there are few studies exploring the relationship between exposure to PTE and other psychopathological symptoms, such as SSD, anxiety and depressive symptoms, with this population. Considering that, the present study started from the analysis of the correlations between psychopathological symptoms and the risk factors identified in previous studies [1,5], namely gender, age, educational level, experience (years of service as a firefighter) and firefighter status (volunteer or professional). Then, it aimed to assess the relationships between PTE and PTSD, and the relationship between PTE and SSD. Since there is evidence that the diagnosis of PTSD is associated with an increase in somatic symptoms [4], and that SSD is associated with the exposure to PTE [3], we were interested in the potential effect SSD could have on PTSD symptoms. Thus, this study aimed to assess the mediating role of SSD in the relationship between PTE and PTSD within Portuguese firefighters. We have also included a mediation analysis with a variable extracted in the principal component analysis, psychopathologies, in order to assess its mediating role in the relationship between PTE and PTSD. It is known that there is a higher prevalence of depression and anxiety among firefighters, as well as that these psychopathologies are considered common PTSD comorbidities [1].
Considering studies in this field, we hypothesized that PTSD, SSD and psychopathologies would be highly correlated. Regarding the sociodemographic characteristics, we hypothesized that less experience and being a volunteer firefighter would be associated with PTSD, as well as being female associated with SSD. Finally, we also hypothesized that SSD would mediate the relationship between PTE and PTSD, since the co-occurrence of psychopathologies is common after traumatic exposure.

2. Materials and Methods

2.1. Participants

A sample of 116 firefighters (male − n = 87; 75%) who battled the 2017 violent forest fires were included in this study. In June and October 2017, two major forest fires hit Portugal, causing the destruction of hundreds of houses and the deaths of dozens of people. The sample were selected through the snowball sampling method between April and December 2018 in the region most affected by these fires. The sample mean age was 34.78 (SD = 10.39; range [18–69]). The eligibility criteria for the selection of the sample were firefighters who claimed not have a diagnosis of mental illness and the providing of written informed consent.
The study was approved by the Ethics Committee of the Faculty of Psychology and Educational Sciences of the University of Coimbra.

2.2. Measures

The survey questionnaire was applied in person at the Fire Departments and included questions about sociodemographic characteristics and exposure to potentially traumatic events (number and types of PTE for the last two years), and the following instruments:
The PTSD CheckList-5 (PCL-5) [13]: a 20-item self-reported measure that assesses the presence and severity of 20 DSM-5 symptom criteria for PTSD. This instrument, which is a 5-point Likert scale, can also be applied to monitor symptom change and make a provisional diagnosis of PTSD. Total symptom severity score is obtained by summing the scores for each of the 20 items, and range from 0 to 80. The Portuguese version of the PCL-5 presents high consistency (Cronbach’s α = 0.94) [14].
The Patient Health Questionnaire-15 (PHQ-15): an instrument used as a screening instrument for somatic symptom disorder. This instrument, which is a 3-point Likert scale, assesses the presence and severity of somatic symptoms. Total symptom severity score is obtained by summing the score for each of the 15 items, and range from 0 to 30, with severity classified as no-minimum (0–4); low (5–9); medium (10–15) and high (15–30). PHQ-15 is considered reliable and valid for general and clinical populations (Cronbach’s α = 0.80) [15,16]. The Portuguese version of the PHQ-15 presents good reliability (Cronbach’s α = 0.88) [17].
The Brief Symptom Inventory (BSI) [18]: an instrument that assesses the presence of 9 dimensions of symptoms: psychoticism, somatization, hostility, obsessions-compulsions, paranoid ideation, anxiety, phobic anxiety, depression, and interpersonal sensitivity. This instrument, which is a 5-point Likert scale, has good evidence of reliability for all dimensions (Cronbach’s α ranges from 0.62 to 0.80) [18,19].
The Depression Anxiety and Stress Scale (DASS-21) [20]: an instrument that measures the emotional state of depression, anxiety, and stress in a 4-point Likert scale response format [21]. Scores of each dimension are obtained by summing the corresponding items. The recommended cut-off scores for the three dimensions of the DASS-21 are: Depression: 0–9 = normal, 10–13 = mild, 14–20 = moderate, 21–27 = severe, 28+ = extremely; Anxiety: 0–7 = normal, 8–9 = mild, 10–14 = moderate, 15–19 = severe, 20+ = extremely severe; Stress: 0–14 = normal, 15–18 = mild, 19–25 = moderate, 26–33 = severe, 34+ = extremely severe. DASS-21 has good evidence of ratability for all dimensions (Cronbach’s α ≥ 0.81) [20].

2.3. Statistical Analysis

The descriptive analysis was used to analyze the sociodemographic characteristics of the participants. The sample characteristics are provided in Table S1.
A principal component analysis (PCA) was performed to verify if the items of BSI and DASS-21 could be summarized in one factor, confirmed by the results (KMO = 0.937; Bartlett p < 0.001), which explained 70.17% of the common variance (Table S2). The extracted factor, named Psychopathologies, showed good internal consistency (Cronbach’s α = 0.97).
Pearson correlation tests were performed to examine the association between PTSD, SSD, psychopathologies, gender, age, educational level, years of service as a firefighters and firefighter status (volunteer or professional). Then, two mediation analysis were conducted. One using SSD as a mediator and the other model using the variable psychopathologies as a mediator between PTE and PTSD. For these analyzes, we used Model 4 of PROCESS v.3.5, a modeling tool for mediation and moderation analysis [22]. Prior to the mediation analysis, we assessed multi-variated outliers through the inspection of Mahalanobis, Cook’s distance, and Leverage values. Only protocols fully completed were used for this study, and those participants that scored as an “outlier” in three of the three above-mentioned indexes were removed from the analysis (n = 1; 0.86%).
All analyses were performed with IBM SPSS® 27.0 (IBM Corporation, Armonk, NY, USA).

3. Results

The sample consists predominantly of men (75%) with a mean age of 34.75 years old and 12.34 years of schooling. The main PTE reported by the sample were work accident requiring medical care (n = 55; 47.4%), death of family member (n = 50; 43.1%), death of a friend (n = 43; 37.1%), and accident or illness of a friend or family member (n = 40; 34.5%). According to the assessment instruments, 12.7% of the sample scored for PTSD (PCL-5: M = 9; SD = 12.68), and 3.9% scored for SSD (PHQ-15: M = 3; SD = 3.87).
The Pearson correlation test (Table S3) shows that experience (years of service as a firefighter) and firefighter status (volunteer or professional) were not related to PTSD, SSD and the variable psychopathologies (p > 0.05). Female gender was associated with somatic symptoms (r = −0.344, p < 0.001) and psychopathologies (r = −0.290, p < 0.001).
We ran Pearson correlations to examine the strength of association between PTSD, SSD and psychopathologies. Results show that PTSD were correlated with SDD (r = 0.606, p < 0.001) and psychopathologies (r = 0.76, p < 0.001). Psychopathologies and SDD were also correlated (r = 0.63, p < 0.001). All had large effect sizes.
We tested the mediating role of SSD in the relationship between PTE and PTSD. Results show that SSD mediates the PTE—PTSD relationship. The model explains 37.5% of the variance (F (2, 113) = 33.94 p < 0.001), and the indirect effect of this relation is significant (indirect effect: 0.60, SE = 0.22, 95% CI [0.18–1.06]), meaning that SSD fully mediates in the relationship between PTE and PTSD since the direct effect is no longer significant (direct effect: 0.52, SE = 0.30, 95% CI [−0.08–1.12]). Figure 1 shows the coefficient results in the mediation model.
We then tested the mediating role of psychopathologies in the relationship between PTE and PTSD. Results show that the psychopathologies mediate the PTE—PTSD relationship. The model explains 59.1% of the variance (F (2, 113) = 81.77 p < 0.001), and the indirect effect of this relation is significant (indirect effect: 0.65, SE = 0.24, 95% CI [0.20–1.13]), meaning that psychopathologies fully mediate the relationship between PTE and PTSD since the direct effect is no longer significant (direct effect: 0.47, SE = 0.24, 95% CI Figure 2 shows the coefficient results in the mediation model.

4. Discussion

It is not surprising that the consequences of traumatic stress continue to be the focus of several studies in the medical, psychological and social sciences, since society is continually affected by traumatic events. Wars, accidents, pandemics and natural disasters immobilize communities, countries and continents that seek explanations, means of intervention, minimizing damages and preventing recurrences. Disasters are constituted of multiple stress-inducing factors (e.g., fear, pain, losses and physical sequelae) and arouse the interest of professionals and researchers dedicated to the study of traumatic stress, as well as of the factors that influence the development of psychopathologies following exposure to PTE.
Exposure to traumatic events is associated with the development of both psychopathologies addressed in this study, PTSD and SSD [4,6,23], which is why firefighters are seen as a high-risk group for the development of these conditions. Firefighting is a stressful occupation that exposes individuals to occupational stressors, poor sleep, and extreme and tragic events. They face situations that require quick reactions and precise communication, in addition to performing strenuous physical tasks (e.g., running, carrying heavy loads and dragging victims to safety) in challenging and unpredictable conditions [10,23,24,25,26,27].
In Portugal, forest fires are a major government concern due to environmental issues and the impact on the health of the affected population. However, “as in many other potentially traumatic events, the attention of media, government, and health professionals is often to primary victims” [27] (p. 1). The so-called secondary victim is one who witnesses or becomes aware of a traumatic event experienced by another person, either attempting to help others, or even listening to reports of suffering [12,27]. As previously highlighted, the concept of secondary PTSD is based on the concept of secondary stress, the stress resulting from the indirect experience of traumatic situations, as is the case of professionals who work in crises and catastrophe scenarios [2]. “It is evident that firefighters are used to dealing with physical discomfort, unpredictability, the pressure and expectation of society and their departments, the fear of the victims and their own fears. However, being prepared to face extreme situations is not synonymous with being immune to traumatic stress” [1] (p. 80).
Studies have found different prevalence rates of PTSD among firefighters, although most of them have indicated that firefighters have higher rates compared to the general population [9,10,11,23,26]. A previous study conducted in Portugal [28] found that firefighters are exposed to an average of 25.5 PTE throughout their career. The sample of this study consisted mostly of men (77.8%), with a mean age of 31.85 years old, and 10.5 years of schooling, showing similarity with the sample of the present study. Furthermore, symptoms of psychopathologies were significantly correlated with PTSD symptoms.
Professionals who work in crisis situations may experience a set of stress reactions such as fatigue, depression, anxiety, alcohol abuse, as well as PTSD and SSD [3]. In addition to the lack of recognition of their suffering, the stigma related to mental illness is prevalent in Fire Departments and influences the way firefighters deal with their stress reactions and, subsequently, the development of psychopathologies [1,3].
Previous studies [3,9,23] have indicated that the development of stress-related psychopathologies is influenced by a set of factors such as personality traits, working conditions, social support, and mental and physical health problems. All these factors interfere in the perception of stress, thereby affecting the choice of coping strategies, which can lead to either psychopathologies or normal stress reactions and a recovery process [1]. PTSD and SSD are associated with denial and avoidance behaviors, seen as common coping strategies applied by the fear of stigma and the will to meet social and organizational expectations [3,4]. Stigma related to mental disorders seems to be the main reason for the low rates of PTSD among firefighters, as well as for the low adherence of these professionals to mental health treatments [27].
Considering the professional factors indicated in a relational model for stress in firefighters [1], identified in a systematic review on the risk and protective factors for the development of stress-related diseases in these professionals, we have tested whether the years of service as a firefighter and the firefighter status (volunteer or professional) have influenced the development of psychopathologies in our sample, and these factors were not significant. Experience and training are often mentioned as influencing the development of PTSD in firefighters [1], and not exactly the fact of being a professional firefighter or a volunteer firefighter. According to studies on the differences between professional and volunteer firefighters [24,25], the lack of appropriate training and uncertainties regarding the tasks and the situations that firefighters face, combined with the lack of social and organizational support, lead to stress reactions. Therefore, we can assume that firefighter status was not a relevant factor since Portuguese volunteer firefighters are used to facing violent forest fires, and many of them maintain a strong connection with their Fire Departments, taking work shifts and participating in training throughout the year.
If, on the one hand, the hypothesis about the influence of the experience and the firefighter status on PTSD severity was not proven by the current study, then on the other hand, our findings corroborate that the female gender is associated with a higher prevalence of somatic symptoms. “According to the literature, women generally report more bodily distress and more frequent somatic symptoms than men” [5] (p. 5).
In addition to the social and occupational impairments to patients’ lives, SSD represents higher costs for health services and contributes to long waitlists [5,6]. When referring to somatic patients, Cooper et al. [6] highlighted that “if the psychological and emotional factors underlying these conditions are not addressed, multiple and unnecessary biological investigations, drug tests, and specialist referrals may be initiated in an attempt to find an organic cause” (p. 2).
In this study, we have found that psychopathologies mediate the relationship between PTE and PTSD. PTSD patients are known to have comorbidities, justifying the greater association between PTSD and other psychopathological symptoms. “It is possible that depressive disorders as well as anxiety symptoms can be a consequence of PTSD as well as an independent risk factor for PTSD following trauma exposure” [29] (p. 325). Regarding the mediation role of SSD, our findings corroborate that somatic symptoms may be considered a central characteristic of PTSD [30]. As beforementioned, studies [3,4,27] have shown that PTSD is associated with an increase in the somatic symptom burden, and that “firefighters with PTSD are affected by substantially more physical health symptoms than those without PTSD” [4] (p. 4).
Portuguese firefighters face extreme events such as violent forest fires, in addition to work in medical emergencies and various types of rescue (e.g., car accidents, flooding and water rescue), having to deal with direct victims, as well as with people who have lost property and loved ones [1,27]. Since their work is physically demanding and includes repeated exposure to PTE, firefighters tend to be affected by physical and mental health problems. Likewise, other emergency services professionals are constantly exposed to PTE, seeking strategies to mitigate their impact in order to ensure that they can continue to play a vital role in protecting society [4].
This study presents some limitations. First, the greater representation of men in the sample can be considered a bias. However, gender was not a significant variable, with the exception of influencing the severity of somatic symptoms. The significance of the gender is in line with other studies in this field, which had found that women reported higher levels of somatic symptoms than men [31,32]. Second, the cross-sectional nature of this study prevented us from inferring causality. Third, the use of self-report instruments to infer the presence of PTSD and SSD symptoms. “However, although PHQ-15 does not explicitly ask for functional somatic symptoms, it is highly associated with clinician-rated somatic disorder symptom counts” [5] (p. 6), as well as PCL-5 is used to screen individuals for PTSD and make a provisional diagnosis [13]. Despite these limitations, this study has important clinical implications for the treatment of professionals who work in crisis and catastrophe scenarios. Identifying factors that may aggravate psychiatric disorders is critical to improving psychological interventions, which must be tailored to the needs of different individuals and populations. In addition, this study may favor the development of prevention strategies that can be extended to other emergency service professionals.

5. Conclusions

Firefighting is a mentally and physically stressful profession, making firefighters an interest group for research on stress-related psychopathologies. However, most of studies focus on psychopathologies, such as depression and PTSD, when analyzing the consequences of the exposure to extreme events. Although SSD has been associated with PTSD and trauma exposure, there is a paucity of studies investigating the prevalence of somatic symptoms among firefighters. The relevance of this study is due not only to the scarcity of studies on this topic, but also to the impact that forest fires have in Portugal, as well as in other countries around the world (e.g., Greece, USA and Australia).
Our findings have indicated that the firefighter status (being a volunteer firefighter or a professional firefighter) has no influence on the development or the severity of PTSD symptoms, diverging from most of the literature in this field. As abovementioned, characteristics of Portuguese volunteer firefighters can justify such results. The exposure to traumatic events is one of the main factors for the development of stress-related psychopathologies such as PTSD and SSD. According to our analysis, SSD fully mediated the relationship between PTE and PTSD, suggesting that these conditions influence each other.
Further studies may focus on the causal relationship between different stress-related psychopathologies, considering sociodemographic characteristics, in order to determine the risk factors and/or the associated comorbidities. In addition, a longitudinal study could assess the relationship between the exposure to PTE on the severity of PTSD and SSD by considering the influence of a set of risk and protective factors for the development of these conditions in firefighters.

Supplementary Materials

The following supporting information can be downloaded at: https://www.mdpi.com/article/10.3390/soc13090206/s1, Table S1: Sample characteristics; Table S2: Results of PCA: factor loadings of the 1-factor model and communalities; Table S3: Pearson correlations.

Author Contributions

Conceptualization, J.P.B., R.P. and M.J.Q.; methodology, J.P.B., R.P. and P.C.-S.; formal analysis, J.P.B. and P.C.-S.; investigation, J.P.B.; resources, J.P.B. and R.P.; data curation, J.P.B. and P.C.-S.; writing—original draft preparation, J.P.B. and P.C.-S.; writing—review and editing, J.P.B., R.P. and P.C.-S.; supervision, R.P. and M.J.Q.; project administration, J.P.B. and R.P. All authors have read and agreed to the published version of the manuscript.

Funding

This research received no external funding.

Institutional Review Board Statement

The study was conducted in accordance with the Declaration of Helsinki, and approved by the Ethics Committee of the Faculty of Psychology and Educational Sciences of the University of Coimbra.

Informed Consent Statement

Informed consent was obtained from all subjects involved in the study.

Data Availability Statement

The data that support the findings of this study are available on request from the corresponding author. The data are not publicly available due to their containing information that could compromise the privacy of research participants.

Conflicts of Interest

The authors declare no conflict of interest.

References

  1. Becker, J.P.; Paixão, R.; Quartilho, M.J. A Relational Model for Stress: A Systematic Review of the Risk and Protective Factors for Stress-Related Diseases in Firefighters. Psych 2020, 2, 74–84. [Google Scholar] [CrossRef]
  2. Fraess-Phillips, A.; Wagner, S.; Harris, R. Firefighters and traumatic stress: A review. Int. J. Emerg. Serv. 2017, 6, 67–80. [Google Scholar] [CrossRef]
  3. Brooks, S.K.; Dunn, R.; Amlôt, R.; Greenberg, N.; Rubin, J. Social and occupational factors associated with psychological distress and disorder among disaster responders: A systematic review. BMC Psychol. 2016, 4, 18. [Google Scholar] [CrossRef] [PubMed]
  4. Milligan-Saville, J.S.; Paterson, H.M.; Harkness, E.L.; Marsh, A.M.; Dobson, M.; Kemp, R.I.; Bryant, R.A.; Harvey, S.B. The Amplification of Common Somatic Symptoms by Posttraumatic Stress Disorder in Firefighters. J. Trauma. Stress 2017, 30, 142–148. [Google Scholar] [CrossRef]
  5. Becker, J.P.; Paixão, R.; Quartilho, M.J. Psychopathology and Somatic Complaints: A Cross-Sectional Study with Portuguese Adults. Healthcare 2021, 9, 478. [Google Scholar] [CrossRef]
  6. Cooper, A.; Abbass, A.; Zed, J.; Bedford, L.; Sampalli, T.; Town, J. Implementing a Psychotherapy Service for Medically Unexplained Symptoms in a Primary Care Setting. J. Clin. Med. 2017, 6, 109. [Google Scholar] [CrossRef]
  7. Simon, G.E.; VonKorff, M.; Piccinelli, M.; Fullerton, C.; Ormel, J. An international study of the relation between somatic symptoms and depression. N. Engl. J. Med. 1999, 341, 1329–1335. [Google Scholar] [CrossRef]
  8. Carpenter, T.P.; Pennington, M.L.; Seebeck, J.; Gomez, D.R.; Denman, T.C.; Kimbrel, N.A.; Cammarata, C.M.; Leto, F.; Ostiguy, W.J.; Gulliver, S.B. Dispositional self-forgiveness in firefighters predicts less help-seeking stigma and fewer mental health challenges. Stigma Health 2020, 5, 29–37. [Google Scholar] [CrossRef]
  9. Bartlett, B.A.; Jardin, C.; Martin, C.; Tran, J.K.; Buser, S.; Anestis, M.D.; Vujanovic, A.A. Posttraumatic stress and suicidality among firefighters: The moderating role of distress tolerance. Cogn. Ther. Res. 2018, 42, 483–496. [Google Scholar] [CrossRef]
  10. Boffa, J.W.; Stanley, I.H.; Hom, M.A.; Norr, A.M.; Joiner, T.E.; Schmidt, N.B. PTSD symptoms and suicidal thoughts and behaviors among firefighters. J. Psychiatr. Res. 2017, 84, 277–283. [Google Scholar] [CrossRef]
  11. Katsavouni, F.; Bebetsos, E.; Malliou, P.; Beneka, A. The relationship between burnout, PTSD symptoms and injuries in firefighters. Occup. Med. 2016, 66, 32–37. [Google Scholar] [CrossRef] [PubMed]
  12. Jo, I.; Lee, S.; Sung, G.; Kim, M.; Lee, S.; Park, J.; Lee, K. Relationship between burnout and PTSD symptoms in firefighters: The moderating effects of a sense of calling to firefighting. Int. Arch. Occup. Environ. Health 2018, 91, 117–123. [Google Scholar] [CrossRef] [PubMed]
  13. Weathers, F.W.; Litz, B.T.; Keane, T.; Palmieri, P.A.; Marx, B.P.; Scnurr, P.P. The PTSD Checklist for DSM-5 (PCL-5). Available online: www.ptsd.va.gov (accessed on 4 March 2022).
  14. Carvalho, T.; Motta, C.; Pinto-Gouveia, J. Portuguese version of the Posttraumatic Stress Disorder Checklist for DSM-5 (PCL-5): Comparison of latent models and other psychometric analyses. J. Clin. Psychol. 2020, 76, 1267–1282. [Google Scholar] [CrossRef] [PubMed]
  15. Kroenke, K.; Spitzer, R.; Williams, J. The PHQ-15: Validity of a New Measure for Evaluating the Severity of Somatic Symptoms. Psychosom. Med. 2002, 64, 258–266. [Google Scholar] [CrossRef]
  16. Gierk, B.; Kohlmann, S.; Toussaint, A.; Wahl, I.; Brünahl, C.; Murray, A.; Löwe, B. Assessing somatic symptom burden: A psychometric comparison of the Patient Health Questionnaire—15 (PHQ-15) and the Somatic Symptom Scale-8 (SSS-8). J. Psychosom. Res. 2015, 78, 352–355. [Google Scholar] [CrossRef]
  17. Becker, J.P.; Paixão, R.; Quartilho, M.J. Psychometric Properties and Factor Structure of the Portuguese Version of the Patient Health Questionnaire-15 (PHQ-15). Rev. Iberoam. Diagn. Ev. 2023, 69, 43–51. [Google Scholar]
  18. Derogatis, L.; Melisaratos, N. The Brief Symptom Inventory: An introduction report. Psychol. Med. 1983, 13, 595–605. [Google Scholar] [CrossRef]
  19. Canavarro, M.C. Inventário de Sintomas Psicopatológicos (BSI): Uma revisão crítica dos estudos realizados em Portugal. In Avaliação Psicológica: Instrumentos Validados Para a População Portuguesa; Simões, M.R., Machado, C., Golçalves, M., Almeida, L.S., Eds.; Quarteto: Coimbra, Portugal, 2007; Volume 3, pp. 305–330. [Google Scholar]
  20. Lovibond, P.; Lovibond, S.H. The structure of negative emotional states: Comparison of the Depression Anxiety Stress Scales (DASS) with the Beck Depression and Anxiety Inventories. Behav. Res. Ther. 1995, 33, 335–343. [Google Scholar] [CrossRef]
  21. Vignola, R.; Tucci, A. Adaptation and validation of the depression, anxiety and stress scale (DASS) to Brazilian Portuguese. J. Affect. Disord. 2014, 155, 104–109. [Google Scholar] [CrossRef]
  22. Hayes, A.F. Introduction to Mediation, Moderation, and Conditional Process Analysis. A Regression-Based Approach, 2nd ed.; Guilford Press: New York, NY, USA, 2017. [Google Scholar]
  23. Moore, B.A.; Judkins, J.L.; Dyal, M.A.; Schlenk, M.; Meyer, E.; Straud, C.L.; Mysliwiec, V.; Peterson, A.L.; Baker, M.T. Behavioral and Occupational Health in Military Firefighters: An Understudied Population. Behav. Modif. 2022, 46, 453–478. [Google Scholar] [CrossRef]
  24. Haraldsdóttir, H.A.; Gudmundsdóttir, D.; Romano, E.; Póroardóttir, E.B.; Guomundsdóttir, B.; Elklit, A. Volunteers and professional rescue workers: Traumatization and adaptation after an avalanche disaster. J. Emerg. Manag. 2014, 12, 457–466. [Google Scholar] [CrossRef] [PubMed]
  25. Stanley, I.H.; Boffa, J.W.; Hom, M.A.; Kimbrel, N.A.; Joiner, T.E. Differences in psychiatric symptoms and barriers to mental health care between volunteer and career firefighters. Psychiatry Res. 2017, 247, 236–242. [Google Scholar] [CrossRef] [PubMed]
  26. Frost, C.; Toczko, M.; Merrigan, J.J.; Martin, J.R. The effects of sleep on firefighter occupational performance and health: A systematic review and call for action. Sleep Epidemiol. 2021, 1, 100014. [Google Scholar] [CrossRef]
  27. Becker, J.P.; Paixão, R.; Quartilho, M.J. Dynamic Psychotherapy as a PTSD Treatment for Firefighters: A Case Study. Healthcare 2022, 3, 530. [Google Scholar] [CrossRef]
  28. Pinto, R.J.; Henriques, S.; Jongenelen, I.; Carvalho, C.; Maia, A. The Strongest Correlates of PTSD for Firefighters: Number, Frequency, or Perceived Threat of Traumatic Events? J. Trauma. Stress 2015, 28, 434–440. [Google Scholar] [CrossRef]
  29. Qassem, T.; Aly-ElGabry, D.; Alzarouni, A.; Abdel-Aziz, K.; Arnone, D. Psychiatric Co-Morbidities in Post-Traumatic Stress Disorder: Detailed Findings from the Adult Psychiatric Morbidity Survey in the English Population. Psychiatr. Q 2021, 92, 321–330. [Google Scholar] [CrossRef]
  30. McFarlane Ao, A.C.; Graham, D.K. The ambivalence about accepting the prevalence somatic symptoms in PTSD: Is PTSD a somatic disorder? J. Psychiatr. Res. 2021, 143, 388–394. [Google Scholar] [CrossRef]
  31. Hinz, A.; Ernst, J.; Glaesmer, H.; Brähler, E.; Rauscher, F.; Petrowski, K.; Kocalevent, R.-D. Frequency of somatic symptoms in the general population: Normative values for the Patient Health Questionnaire-15 (PHQ-15). J. Psychosom. Res. 2017, 96, 27–31. [Google Scholar] [CrossRef]
  32. Baitha, U.; Ranjan, P.; Deb, K.S.; Bauddh, N.K.; Singh, V.; Kaloiya, G.; Kumar, A.; Sahu, A. Association of somatic symptom severity with sociodemographic parameters in patients with medically unexplained physical symptoms: A cross-sectional study from a tertiary care center in India. Cureus 2020, 12, e9250. [Google Scholar] [CrossRef]
Figure 1. The mediating role of somatic symptom disorder (SSD) explaining the mechanism from exposure to potentially traumatic events (PTE) to posttraumatic stress disorder (PTSD). R2 = explained variance of the model. **—p < 0.01. ***—p < 0.001.
Figure 1. The mediating role of somatic symptom disorder (SSD) explaining the mechanism from exposure to potentially traumatic events (PTE) to posttraumatic stress disorder (PTSD). R2 = explained variance of the model. **—p < 0.01. ***—p < 0.001.
Societies 13 00206 g001
Figure 2. The mediating role of psychopathologies explaining the mechanism from exposure to potentially traumatic events (PTE) to posttraumatic stress disorder (PTSD). R2 = explained variance of the model. *—p < 0.05. **—p < 0.01. ***—p < 0.001.
Figure 2. The mediating role of psychopathologies explaining the mechanism from exposure to potentially traumatic events (PTE) to posttraumatic stress disorder (PTSD). R2 = explained variance of the model. *—p < 0.05. **—p < 0.01. ***—p < 0.001.
Societies 13 00206 g002
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.

Share and Cite

MDPI and ACS Style

Becker, J.P.; Paixão, R.; Correia-Santos, P.; Quartilho, M.J. Posttraumatic Stress and Somatic Symptoms in Firefighters: A Mediation Analysis of the Impact of Potentially Traumatic Events. Societies 2023, 13, 206. https://doi.org/10.3390/soc13090206

AMA Style

Becker JP, Paixão R, Correia-Santos P, Quartilho MJ. Posttraumatic Stress and Somatic Symptoms in Firefighters: A Mediation Analysis of the Impact of Potentially Traumatic Events. Societies. 2023; 13(9):206. https://doi.org/10.3390/soc13090206

Chicago/Turabian Style

Becker, Joana Proença, Rui Paixão, Patrícia Correia-Santos, and Manuel João Quartilho. 2023. "Posttraumatic Stress and Somatic Symptoms in Firefighters: A Mediation Analysis of the Impact of Potentially Traumatic Events" Societies 13, no. 9: 206. https://doi.org/10.3390/soc13090206

APA Style

Becker, J. P., Paixão, R., Correia-Santos, P., & Quartilho, M. J. (2023). Posttraumatic Stress and Somatic Symptoms in Firefighters: A Mediation Analysis of the Impact of Potentially Traumatic Events. Societies, 13(9), 206. https://doi.org/10.3390/soc13090206

Note that from the first issue of 2016, this journal uses article numbers instead of page numbers. See further details here.

Article Metrics

Back to TopTop