- 1College of Sport Sciences and Physical Activity, King Saud University, Riyadh, Saudi Arabia
- 2Group for the Study of Development and Social Environment (GEDES), Faculty of Human and Social Science of Sfax, Sfax, Tunisia
- 3Higher Institute of Sport and Physical Education of Sfax, University of Sfax, Sfax, Tunisia
- 4Dipartimento di Neuroscienze, Riabilitazione, Oftalmologia, Genetica e Scienze Materno-Infantili (DINOGMI), Genoa University, Genoa, Italy
- 5Laboratory for Industrial and Applied Mathematics (LIAM), Department of Mathematics, York University, Toronto, ON, Canada
Burnout can be defined as an occupational syndrome resulting from poorly managed chronic workplace stress. It is characterized by three dimensions: feelings of energy depletion or exhaustion; increased mental distance from one's job, or feelings of negativism or cynicism related to one's job; and reduced professional efficacy. Teachers are among the human service professionals particularly vulnerable to occupational burnout. Teaching is a highly demanding and challenging task, in that requires constant confrontation with different stakeholders (students and their parents, administrators). Among teachers, physical education teachers have been particularly understudied even though a recently published systematic review has found that they are exposed to high levels of stress. To better explore burnout syndrome among physical education teachers, the present systematic review was undertaken, searching up to six languages. Fifty-six studies were included in the present review. The reported rate of high emotional exhaustion ranged from 11.52 to 60.6%, according to the single study. Pooling together 12 studies and totaling 2,153 physical education teachers, the prevalence rate of high emotional exhaustion was computed to be 28.6 [95% CI 21.9–35.8]. The reported rate of high depersonalization ranged from 3.6 to 45.2%, according to the single study. Pooling together 11 studies and totaling 2,113 physical education teachers, the prevalence rate of high depersonalization was computed to be 14.5% [95% CI 8.0–22.4]. The reported rate of low personal accomplishment ranged from 13.63 to 55.6%, according to the single study. Pooling together 12 studies and totaling 2,153 physical education teachers, the prevalence rate of low personal accomplishment was computed to be 29.5% [95% CI 23.8–35.4]. The reported rate of overall burnout ranged from 10.0 to 51.6%, according to the single study. Pooling together 7 studies and totaling 1,101 physical education teachers, the prevalence rate of overall burnout was computed to be 23.9% [95% CI 13.6–36.0]. No evidence of publication bias could be found, both visually inspecting the funnel plot and conducting the Egger's linear regression test. Burnout imposes a significant burden among physical education teachers. Based on the information contained in the present systematic review and meta-analysis, tailored interventions could be designed to mitigate such a burden. However, due to the limitations of the studies included in the present systematic review and meta-analysis, further research in the field is urgently warranted.
Systematic Review Registration: https://osf.io/69ryu/, identifier: 10.17605/OSF.IO/69RYU.
Introduction
Burnout has been defined in the 11th Revision of the International Classification of Diseases (ICD-11) as an occupational syndrome resulting from poorly managed chronic workplace stress, which is characterized by three dimensions: feelings of energy depletion or exhaustion; increased mental distance from one's job, or feelings of negativism or cynicism related to one's job; and reduced professional efficacy (WHO, 2020).
Teacher burnout has been identified as a worldwide problem (Tsouloupas et al., 2010; Dicke et al., 2015). It has been studied in high or low-income countries of any continents, from North America and Canada to United Kingdom, and from India to Turkey (Ismail et al., 2017). Job satisfaction and teacher burnout have been described in many countries (Batista et al., 2010; Borges et al., 2012; Chennoufi et al., 2012; Converso et al., 2015; Al-Asadi et al., 2018), yet the prevalence of this syndrome in teachers is various (Li et al., 2020).
According to Shirom (1989), the prevalence of burnout in teachers can be situated between 10 and 30%. In Mexican teachers studied by Unda et al. (2008) prevalence of burnout was 17%. Farber found that 5–20% of American teachers are truly burned out (Farber, 1991). Figueiredo-Ferraz et al. (2009) showed a prevalence between 1.9 and 14.20% on the basis of a different profile.
In 35 years of research and practice, burnout has attracted the attention of researchers, practitioners and the general public almost anywhere around the globe, raising many unsolved questions and a significant amount of publications (Schaufeli et al., 2009).
Although there is not a shared definition of Burnout syndrome (BOS), the most widely accepted definition of BOS originates from Maslach and Jackson (1986), who consider this phenomenon as a long-term stress reaction to emotional pressure in human-service professionals, as characterized by a multidimensional model, i.e., emotional exhaustion, depersonalization, and reduce personal accomplishment. These three dimensions of burnout are generally used for any discussion on teacher burnout along with the Maslach Burnout Inventory (MBI)-Educator Surveys, which is a version of the original MBI used for educators, including teachers, and other staff members working in any educational setting (Ghanizadeh and Jahedizadeh, 2015; Mind Garden, 2020).
Emotional exhaustion refers to a depletion of teachers' energetic resources. Hence, in order to cope with emotional exhaustion, teachers develop negative and indifferent attitudes toward their work and, in particular, students (“depersonalization”). Finally, burn-out teachers are likely to perceive themselves as less effective in their job, resulting in feelings of low personal achievement (“reduced personal accomplishment”) (van Horn et al., 1999).
It was found that the three dimensions refer to emotional, cognitive, and behavioral components of burnout (Salmela-Aro and Upadyaya, 2014).
The conceptual framework of the teacher burnout has been explained through the social-exchange theory by Buunk and Schaufeli (1993). According to this theory, the lack of reciprocity in social-exchange relationships at both interpersonal (teacher-student) and organizational (teacher-school) levels is related to higher burnout levels (van Horn et al., 1999).
Therefore, students' misbehavior, as well as poor working condition (e.g., high workload, role conflict and ambiguity, time pressure, inadequate salary and the perceived low status of the profession) can be considered as important stressors in the teaching profession. Moreover, antecedents of burnout have traditionally been divided in 2 categories, i.e., situational and individual antecedents. The first type refers to job and organizational characteristics, the second includes demographic variables (e.g., age, gender, marital status and educational level, work-related attitudes (e.g., high and unrealistic expectations) and personality characteristics (e.g., high level of neuroticism, external locus of control, type A behavior) (Mojsa-Kaja et al., 2015).
According to the Job-Demand Resources Model (Bakker and Demerouti, 2017), work characteristics can be distinguished in job demands and job resources, which can be described at psychological, social, physical and organizational levels. High job demands and low resources can activate the “energetic process” that can lead to BOS. Some work demands such as workload, time pressure, long working hours, and interpersonal conflicts have been found to increase teachers' burnout (Pietarinen et al., 2013).
The Job Demand Resources (JDR) was tested in Finnish teachers, showing that teachers' job demands like pupil misbehavior, workload, and physical work environment can predict BOS, whereas teachers' job resources like job control, supervisory support, information, social climate, and innovativeness, predict positive outcomes such as work engagement and organizational commitment (Hakanen et al., 2006). In another recent research, based on the JDR model, teachers with a higher workload who reported increase in class sizes due to economic circumstances were more likely to belong to engaged-burnout group, whereas teachers who experienced more control over their work and reported higher resilience were more likely to be assigned to engaged group (Salmela-Aro et al., 2019).
Teachers are among the human service professionals particularly vulnerable to occupational burnout. Teaching is a highly demanding and challenging task, in that requires constant confrontation with different stakeholders (students and their parents, administrators).
Among teachers, physical education teachers have been particularly understudied (Brouwers et al., 2011). A recently published systematic review (von Haaren-Mack et al., 2019) has synthesized the prevalence rate of stress, its sources, moderators and consequences among physical education teachers. Authors found that the most relevant sources of stress were the curriculum, the lack of adequate facilities and equipment, the low status of physical education teachers and the students' behaviors and discipline problems. Concerning the consequences and the impact of chronic stress, the majority of physical education teachers indicated overall low-to-moderate levels of burnout, with 20–25% of them reporting high levels of burnout (Sisley et al., 1987; Koustelios and Tsigilis, 2005; Santini and Molina Neto, 2005; De Resende Moreira et al., 2009; Stočkus and Adaškevičiene, 2013; Gama et al., 2014; Sánchez-Oliva et al., 2014; Al Sawy, 2015; Karimi et al., 2015; Shen et al., 2015; Lee et al., 2017; Papasotiriou et al., 2018).
However, the burnout syndrome has been assessed as a consequence of chronic stress and not as a problem per se. Indeed, burnout can be considered as an occupational hazard and a specific construct that is different from occupational stress that is framed within the work-related stress hazard. Therefore, burnout can be regarded as both psychosocial hazard and health outcome at the same time (Chirico, 2017; Chirico et al., 2019).
Teachers operate under high levels of stress for significant period of their working time, thus burnout can lead to less sympathy toward students, reduced tolerance and learning by students as well as a lack of commitment and low productivity by teachers (Dorman, 2003).
Therefore, no critical synthesis and appraisal of data concerning burnout among physical education teachers exist. Bearing this in mind, the present study was undertaken in order to fill in this gap of knowledge by providing relevant findings from an extensive investigation in several countries that involves teachers in terms of the prevalence of burnout and its consequences.
Materials and Methods
Study Protocol
The study protocol of the present systematic review was devised in accordance to the “Preferred Reporting Items for Systematic Reviews and Meta-Analyses—Protocol” guidelines, and was registered in the “Open Science Framework” (OSF).
Findings Reporting
Findings of the present systematic review and meta-analysis are reported according to the “Preferred Reporting Items for Systematic Reviews and Meta-Analyses” guidelines.
Research Questions
The research questions were: (i) which is the prevalence rate of burnout among physical education teachers; (ii) which are the determinants of such as burden.
Search Strategy
Keywords were searched also in other languages, such as Spanish and Portuguese (“síndrome da estafa professional,” “síndrome de burnout,” “desgaste professional,” “esgotamento professional,” or “exaustão emocional”), as well as in Farsi/Persian, Turkish, Hebrew and Russian (Table 1).
Searched scholarly databases and bibliographic thesauri included PubMed/MEDLINE, Scopus, SPORTDiscus, PsycNET, ISI/Web of Science and ERIC. Google Scholar was utilized in order to retrieve the full-text of eligible articles and to screen the gray literature.
Literature screening was done independently by two authors (T.A. and N.C.) and a third author (N.L.B.) acted as final referee in case of disagreements.
Inclusion and exclusion criteria were devised based on the PECOS criteria: P (population), physical education teachers; E (exposure), exposed to stressors and reporting stress/burnout syndrome; C (comparisons/comparators), any kind of comparison (based on age, gender, marital status, educational level, grade, workload, etc.); O (outcomes), the prevalence rate of burnout syndrome and its determinants; and S (study design), any study design (quantitative, qualitative, cross-sectional, longitudinal, etc.).
Similarly, data extraction was carried out by two co-authors. The following data were extracted: surname of the first author, study year, study country, study design, sample size, age and gender distribution, marital status, educational level, instrument used for assessing the burnout, the prevalence rate of the burnout and its determinants (associations/correlations with other constructs). Major findings of each study were also noted.
Meta-Analysis
Percentage rates were reported using the Clopper-Pearson approach and were synthesized utilizing the Freeman-Tukey method. Heterogeneity among studies was assessed by conducting the I2 statistics (with amounts of heterogeneity >50% being considered significant). In case of significant heterogeneity, random-effect models were preferred to fixed-effect ones, to better reflect the weight assigned to each included study.
Evidence of publication bias was verified by carrying out the Egger's linear regression test and by visually inspecting the funnel plot. Sub-group analysis and meta-regressions were performed when possible. All meta-analytical computations were performed by means of the commercial software “Comprehensive Meta-Analysis” (CMA for Windows, version 3.0) and the graphs were generated by means of the commercial software MedCalc.
Results
The initial literature search resulted in a pool of 450 results. After screening titles and/or abstracts and checking for duplicates, 56 studies were included in the present systematic review and literature.
Instrument Utilized
Various definitions of burnout exist: for instance, Freudenberger (1989) defined burnout as a state characterized by frustration and/or fatigue arising by the lack of the expected reward, whereas, based on the definition of Pines and Aronson (1983), burnout can be conceived as a state of high and intense physical, emotional and mental exhaustion deriving by a long-term engagement in emotionally demanding and challenging situations. According to Cherniss (1986), burnout is a 4-dimension concept, characterized by weariness (that can be internal, exhaustion, or external, aloofness) and discontent (that can be internal, self-dissatisfaction, or external, deprecation). According to Jackson et al. (1986), Maslach and Jackson (1986), Maslach and Schaufeli (1993), and Maslach et al. (2001), burnout is a complex phenomenon, characterized by emotional exhaustion, depersonalization, and perception of low personal accomplishment. These authors have proposed the theoretical framework of burnout most commonly employed in the scholarly literature and have developed the most utilized instrument, the “Maslach Burnout Inventory” (MBI). According to Boyko (2008), emotional burnout can be defined as the consequence of an array of mechanisms and protective strategies, partially filtered by personality, when the individual is exposed to various psycho-traumatic situations. The first phase of emotional burnout is characterized by tensions due to instability of circumstances and psycho-traumatic factors/stressors. The second phase is characterized by resistance, which is followed by moments of jitteriness and, finally, by exhaustion. The theoretical framework utilized for the development of this inventory is a combination of the Selye's theory of general adaption syndrome and the Maslach's theory of burnout syndrome. According to Bakker et al. (2014), burnout refers to a state of exhaustion and cynicism toward work. Even though these conceptualizations may capture different aspects of burnout, all of them share the definition of burnout as a state of elevated fatigue and emotional strain, resulting from disillusionment (Pines, 1993).
Most studies utilized the MBI, with some investigations using the ad hoc modified version for educators, teachers, administrators and staff members (MBI-ES). In some cases, the MBI-General Survey (MBI-GS) was employed. MBI consists of 22 items, covering the areas of emotional exhaustion (9 items), depersonalization (5 items) and personal accomplishment (8 items). MBI-GS has a slightly different structure (16 items), with a shorter scale for the measurement of the exhaustion (5 items) and two scales assessing the cynicism (5 items) and the professional efficacy (6 items), which replace the scales of depersonalization and personal accomplishment.
Fejgin et al. (1995) used the Friedman's Burnout Index, which was developed based on the Cherniss' conceptual framework of burnout. Few studies employed the Pines and Aronson's Burnout Index, which, differently from the MBI, enables researchers to quantify the level of burnout by means of a single overall score and is not specific for an occupational field. This burnout measure has been criticized by some researchers in terms of phrasing and dimensionality of the construct.
Finally, Cherepov et al. (2018) employed the Boyko's Emotional Burnout Inventory.
Study Design
Most studies were cross-sectional, quantitative questionnaire-based investigations, with few studies being qualitative and one study being longitudinal (Table 2).
Prevalence Rate of Burnout
Prevalence Rate of High Emotional Exhaustion
The reported rate of high emotional exhaustion ranged from 11.52 to 60.6%, according to the single study (Q = 120.72, DF = 11, significance level p < 0.0001, I2 = 90.89% [95% CI 86.01–94.06]). Pooling together 12 studies and totaling 2,153 physical education teachers, the prevalence rate of high emotional exhaustion was computed to be 28.6% [95% CI 21.9–35.8] (Figure 1).
Figure 1. Forest plot of the prevalence rate of emotional exhaustion among physical education teachers.
No evidence of publication bias could be found, both visually inspecting the funnel plot (Figure 2) and conducting the Egger's linear Regression test.
Figure 2. Funnel plot of the prevalence rate of emotional exhaustion among physical education teachers.
Prevalence Rate of High Depersonalization
The reported rate of high depersonalization ranged from 3.6 to 45.2%, according to the single study. Pooling together 11 studies and totaling 2,113 physical education teachers, the prevalence rate of high depersonalization was computed to be 14.5% [95% CI 8.0–22.4]. No evidence of publication bias could be found, both visually inspecting the funnel plot and conducting the Egger's linear regression test.
Prevalence Rate of Low Personal Accomplishment
The reported rate of low personal accomplishment ranged from to, according to the single study. Pooling together 12 studies and totaling 2,153 physical education teachers, the prevalence rate of low personal accomplishment was computed to be 29.5% [95% CI 23.8–35.4]. No evidence of publication bias could be found, both visually inspecting the funnel plot and conducting the Egger's linear regression test.
Prevalence Rate of Overall Burnout
The reported rate of overall burnout ranged from 10.0 to 51.6%, according to the single study. Pooling together 7 studies and totaling 1,101 physical education teachers, the prevalence rate of overall burnout was computed to be 23.9% [95% CI 13.6–36.0]. No evidence of publication bias could be found, both visually inspecting the funnel plot and conducting the Egger's linear regression test.
Determinants of Burnout
Several predictors of burnout have been explored in the existing scholarly literature. The following paragraphs will provide the readers with a comprehensive list of associations found.
Age
In the work of Brouwers et al. (2011), age was a predictor of emotional exhaustion and personal accomplishment but not of depersonalization, which resulted, instead, predicted by age in the paper by Carraro et al. (2010). Age was found to be a determinant of personal achievement in the work by Colakoglu and Yilmaz (2014) and Chalghaf et al. (2019). Danylchuk (1993) found that age predicted emotional exhaustion. Esslinger, Guedes and Gaspar, and Viloria reported age to be a predictor of burnout, while Özşaker (2012) identified age-group as a predictor of high desensitization (being higher in the 41–50 years age-group) and of personal achievement. Sinott et al. (2014) found a significant impact of age on personal accomplishment, a finding that was replicated by Spittle et al. (2015). According to Walter et al. (2009), age was a predictor of emotional exhaustion and depersonalization, being higher among younger subjects.
Gender
Gender represents an important socio-demographic variable that has been found to inconstantly correlate with burnout. For example, Guedes and Gaspar (2016) reported that being male was associated with experiencing higher levels of burnout. Similarly, in the study by Ahmadian et al. (2015), gender was found to be a predictor of depersonalization, with this sub-scale being higher among males. A similar trend was found by Bremm et al. (2017), whereas in the study by Both and do Nascimento (2010), gender was a predictor of burnout, with females experiencing more burnout than males. The latter finding was replicated by Carraro et al. (2010), who reported that gender was a predictor of emotional exhaustion and personal accomplishment, with higher burnout levels among females. Similarly, Niazi et al. (2014) found that females reported higher scores of emotional exhaustion and depersonalization, and lower scores of reduced personal success with respect to their male counterpart. Interestingly, Brudnik found that gender was a determinant of burnout in a unique way: female teachers tended to react to arrogant behavior, disobedience and disrespect with a negative sense of professional accomplishment, while male teachers reacted with depersonalization. Whereas, Walter et al. (2009) and Panagopoulos et al. (2014) were able to find an association between gender and burnout (emotional exhaustion), in the other studies, on the contrary, gender was not associated with burnout.
Marital Status
Danylchuk (1993) found that marital status (in particular, being single) was a predictor of burnout. Yilmaz (2018) was able to replicate such a finding, with marital status (being single) being a predictor of emotional exhaustion, depersonalization and the overall burnout scale score. Finally, according to Panagopoulos et al. (2014), family status was a predictor of personal accomplishment.
Professional Qualification/Educational Level
Qualification/educational level was a determinant of predictor in the study by Guedes and Gaspar (2016), where teachers with specialization and graduation experienced higher levels of burnout. Similarly, Karakaya et al. (2015) found that educational background was a determinant of personal failure. The investigations by Vieira et al. and Viloria et al. replicated such findings. Yilmaz (2018) found a correlation between educational level and the total burnout score.
Seniority/Years of Teaching Experience
Yilmaz (2018) was able to find a correlation between burnout and years of teaching experience. Olmez et al. found that teaching experience was, in particular, a predictor of emotional exhaustion and personal success.
Educational Stage and Type of School
Educational stage is another variable that has been found associated with burnout in a number of studies. For example, Both and do Nascimento reported that teaching in elementary school vs. kindergarten correlated with higher burnout levels. This association could be found for depersonalization, but not for emotional exhaustion or personal accomplishment. Tsigilis et al. (2011) found that educational stage was a predictor of burnout, with lower burnout among educators teaching in secondary schools vs. those teaching in primary schools.
Kroupis et al. (2017) reported that school sector (public vs. private) was a predictor of emotional exhaustion.
Type of Teacher
Shirazi et al. (2011) found important differences in terms of official vs. tuitional teachers. More in detail, the frequency and intensity of emotional exhaustion among official teachers was 8.55 and 3.11% more than among tuitional teachers, respectively, whereas the frequency and intensity of reduced personal achievement among official teachers was 13.22 and 19.68% less. The frequency and intensity of depersonalization among official teachers was 22.86 and 11.33% less than tuitional teachers.
Working, Organizational, and Environmental Conditions
Working and organizational/environmental conditions represent the variable that has been found to be associated with burnout by the highest number of studies. Yilmaz (2018) found an association between schools' conditions and burnout syndrome. Smith and Leng (2003) reported a correlation between burnout and various work environment dimensions (psychological, r = 0.401, social, r = 0.400, and bureaucratic, r = 0.496). Bai (2014) found that organizational climate of the school was a predictor of burnout (r = 0.384). According to Quigley et al. (1989) size of school, amount of administration support for coaching, and the compensation, recognition, and rewards for coaching were correlated with burnout. Bentzen et al. (2014) reported that working/environmental conditions (including heavy workloads, a lack of leader support, and work-related conflicts) were significant determinants of burnout. Similarly, Fejgin et al. (2005) described correlations between burnout and work environment dimensions (psychological, r = 0.151, social, r = 0.275, and bureaucratic r = 0.276). In particular, remuneration, bureaucratic limitations, role limitations were among the factors being most associated with burnout. Moreira et al. reported that working conditions, availability of human resources, social support and inclusion, and organizational aspects correlated with emotional exhaustion. Work growth opportunities and relationship with daily life correlated with emotional exhaustion, depersonalization and professional achievement, whereas work-related health quality of life correlated with emotional exhaustion and professional Achievement. Cieśliński and Szum (2014) found that bad working conditions, subjectively perceived low salary, and mismanagement of education as well as the necessity to work with big groups of students (socially maladjusted) and didactic and/or educational challenges were determinants of burn-out syndrome. Kroupis et al. (2019) found that the level and conditions of school sports facilities were a predictor of emotional exhaustion. Finally, Guedes and Gaspar (2016) found that workplace related aspects (working in ≥3 places), line of work (physical conditioning and primary school), financial gain (≤2 minimum wage) and work hours/workload (≥41 h/week) were predictors of burnout.
Dual Role Conflict
Few investigations have focused on the stress perceived by physical education teachers who are also coaches and, as such, can experience the role stress and strain due to the challenging and often conflicting demands deriving from their peculiar condition. For instance, Iannucci and MacPhail (2018) have found a significant impact of perceived role conflict on burnout syndrome. Kelley and Gill (1993) have reported that the teacher-coach role conflict is a determinant of burnout.
Students' Behavior
Coterón and Franco (2019) found a mutual relationship between burnout syndrome and student's behavior. This was confirmed by the study by Karakaya et al. (2015), which found that student athletes' behavior (indiscipline, such as speaking without permission during the course/lesson, not having the necessary equipment for the course/lesson, not performing a given task and not listening to the teacher) was a predictor of burnout. Also in the article of Sawy, Students' indiscipline and behavioral issues were predictor of burnout. Finally, Yilmaz (2018) reported an association between the lack of interest of students, not giving adequate importance to lessons, and teachers' burnout syndrome.
Parental Conflicts
Only one study (Esslinger) analyzed the potential impact of parental conflicts on teachers' burnout, finding that, despite the expectations and despite the increase of such conflicts throughout the time of the study, they were not associated with burnout.
Correlation Between Burnout and Job Satisfaction
In the study by Ahmadian et al. (2015), burnout levels correlated with job satisfaction (r = −0.331 for emotional exhaustion, r = −0.353 for depersonalization, and r = 0.618 for personal success). In the work by Nascimento, burnout impacted on quality of life at the workplace and job satisfaction (r = 0.35). Similar, Ciris et al. found a significant negative correlation (r = −0.531) between job satisfaction and burnout. Job satisfaction was inversely related to burnout in the investigation by Panagopoulos et al. (2014), whereas Ölmez et al. (2018) reported that burnout dimensions and job satisfaction correlated. Finally, Vousiopoulos et al. (2019) found a negative association between burnout and job satisfaction.
Correlation Between Burnout and Commitment
Shirazi et al. (2011) found that there was a relationship between normative commitment and depersonalization among official teachers, while there was an association between normative, affective commitment and depersonalization among tuitional teachers.
Correlation Between Burnout and Other Constructs
Niazi et al. (2014) reported that burnout correlated with mental health, whereas, according to Carraro et al. (2010), personal accomplishment correlated with the self-perception of physical fitness, and the perception of the influence of personal fitness on teaching. Interestingly, Farsani reported correlations between burnout and teachers' personality: extraversion negatively correlated with emotional exhaustion, openness to experience negatively correlated with emotional exhaustion, depersonalization and positively correlated with personal accomplishment, agreeableness negatively correlated with emotional exhaustion, depersonalization and personal accomplishment, neuroticism positively correlated with emotional exhaustion, depersonalization and personal accomplishment, while general health negatively correlated with emotional exhaustion, depersonalization and personal accomplishment.
Teaching Adapted Physical Activity
Very few studies have assessed burnout among physical educators dealing with adapted physical activity.
Discussion
To the best of our knowledge, the present systematic review and meta-analysis represents the first and most comprehensive assessment of burnout syndrome and its determinants among physical education teachers.
Our study shows that the burden is relevant, even though highly variable among the studies. This high variability and heterogeneity could be explained taking into account country-specific features, depending on the importance assigned to physical education in a given setting and the rewards assigned to physical educators. Differences in samples recruited in terms of gender and age distribution, marital status, ethnicity, highest educational level attained, can also contribute to explain, at least partially the amount of heterogeneity.
A variability was also noted in terms of sources of stressors to which physical education teachers are exposed and the determinants of burnout syndrome, with most findings being inconsistent (in terms of values and direction of the impact on stress and burnout) and difficult to be replicated. Working and environmental factors seem to be those which have been replicated by most studies, even though with different protocols and different theoretical frameworks/methodologies.
Despite such heterogeneity, burnout among physical education teachers represents a global public health concern and health decision- and policy-makers should devise and implement ad hoc interventions and measures, based also on the findings of studies reported at country level.
Burnout significantly impacts on perceived quality of life of teachers and may contribute to their choice of leaving the job. Physical activity is a major non-pharmacological tool for keeping the physical and mental fitness and counteracting several chronic-degenerative disorders and physical education is fundamental for properly educating children and adolescents and avoiding the insurgence of various diseases.
Teacher burnout can affect teaching goals and educational environment, which may contribute to severe problems not only at individual level, but also at organizational context. Indeed, poor job performance, health issues, and adverse student outcomes and other organizational outcomes such as job withdrawal-absenteeism, turnover intention, and actual attrition have been described, thus contributing to lower effectiveness and productivity at work (Maslach et al., 2001; Li et al., 2020).
Despite many strengths (including its methodological rigor, transparency and reproducibility), our systematic review and meta-analysis is not without limitations. The major shortcoming is given by the highly heterogeneous and sometimes insufficient data available, which hindered the possibility of conducting a full, thorough meta-regression analysis, that if performed, could have provided significant insights. Furthermore, some studies included in the present review are characterized by high drop-out rates, which call up for caution when generalizing the findings. Further high quality studies are needed.
Conclusions
Burnout imposes a significant burden among physical education teachers. Based on the information contained in the present systematic review and meta-analysis, tailored interventions could be designed to mitigate such a burden. However, due to the above-mentioned limitations, further research in the field is urgently warranted.
Data Availability Statement
The original contributions presented in the study are included in the article/supplementary material, further inquiries can be directed to the corresponding author/s.
Author Contributions
TA and NB conceived the review. All authors critically contributed to the review.
Funding
This research was funded by the King Saud University.
Conflict of Interest
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
The reviewer OG declared a shared affiliation, with no collaboration, with one of the authors, NB, to the handling editor at the time of review.
Publisher's Note
All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.
References
Ahmadian, R., Farshbaf, M., and Vafaeian, M (2015). The relationship between burnout and job satisfaction of physical education teachers in Shabestar City. Indian J. Fundamental Appl. Life Sci. 5, 1235–1241.
Al Sawy, H. M. (2015). The perceived level of burnout among physical education teachers in egypt in the light of their age. Int. J. Psycho-Educ. Sci. 4, 38–42.
Al-Asadi, J., Khalaf, S., Al-Waaly, A., Abed, A., and Shami, S (2018). Burnout among primary school teachers in Iraq: prevalence and risk factors. East. Mediterr. Health J. 24, 262–268. doi: 10.26719/2018.24.3.262
Bai, N. (2014). The relationship between school organizational climate and physical education teachers' burnout (Case study: Ramian-Iran). Eur. J. Exp. Biol. 4, 600–602.
Bakker, A. B., and Demerouti, E (2017). Job demands-resources theory: Taking stock and looking forward. J. Occup. Health Psychol. 22, 273–285. doi: 10.1037/ocp0000056
Bakker, A. B., Demerouti, E., and Sanz-Vergel, A. I (2014). Burnout and work engagement: The JD-R approach. Ann. Rev. Organ. Psychol. Organ. Behav. 1, 389–411. doi: 10.1146/annurev-orgpsych-031413-091235
Batista, J. B. V., Carlotto, M. S., Coutinho, A. S., and Augusto, L. G. S (2010). Prevalence of burnout syndrome and sociodemographic and work factors of elementary education teachers of the City of João Pessoa. Rev. Brasil. Epidemiol. 13, 502–512. doi: 10.1590/S1415-790X2010000300013
Bentzen, M., Lemyre, P.-N., and Kenttä, G (2014). The process of burnout among professional sport coaches through the lens of self-determination theory: a qualitative approach. Sports Coach. Rev. 2, 101–116. doi: 10.1080/21640629.2015.1035050
Borges, A., Ruiz, M., Rangel, R., and González, P (2012). Síndrome de Burnout en docentes de una universidad pública venezolana. Comunidad y Salud. 10, 1–9.
Both, J., and do Nascimento, J. V (2010). Condições de vida do trabalhador docente em Educação Física do magistério público municipal de Florianópolis. Caderno Educação Física Esporte 9, 11–28.
Boyko, V. V. (2008). Psihoenergetika. Retrieved from: https://bookap.info/okolopsy/boyko_psihoenergetika/gl50.shtm (accessed November 25, 2021).
Bremm, L. T., Dorneles, C. I. R., and Krug, M. M (2017). Síndrome de Burnout em professores de educação física. Biomotriz 11:2. doi: 10.5216/rpp.v15i4.15654
Brouwers, A., Tomic, W., and Boluijt, H (2011). Job demands, job control, social support and self-efficacy beliefs as determinants of burnout among physical education teachers. Europe J. Psychol. 7, 17–39. doi: 10.5964/ejop.v7i1.103
Brudnik, M. A. R. I. A. (2010). Macro-paths of burnout in physical education teachers and teachers of other general subjects. Stud. Phys. Cult. Tourism 17:4.
Buunk, B. P., and Schaufeli, W. B (1993). “Burnout: A perspective from social comparison theory,” in Professional Burnout Recent Developments in Theory and Research, eds W. B. Schaufeli, C. Maslach, and T. Marek (New York, NY: Hemisphere).
Carraro, A., Scarpa, S., Gobbi, E., Bertoll, M., and Robazza, C (2010). Burnout and self-perceptions of physical fitness in a sample of Italian physical education teachers. Perceptual Motor Skills 111, 790–798. doi: 10.2466/06.07.11.14.PMS.111.6.790-798
Chalghaf, N., Guelmami, N., Slimani, M., Del Puente, G., Re, T. S., Zerbetto, R., et al. (2019). Development and preliminary validation of the “Teacher of Physical Education Burnout Inventory”(TPEBI) in Arabic language: insights for sports and occupational psychology. Front. Psychol. 10:456. doi: 10.3389/fpsyg.2019.00456
Chennoufi, L., Ellouze, F., Cherif, W., Mersni, M., and M'rad, M (2012). Stress and burnout among Tunisian teachers. L'Encephale 38, 480–487. doi: 10.1016/j.encep.2011.12.012
Cherepov, E. A., Kalugina, G. K., and Khafizova, A. S (2018). Creating favorable emotional climates in university volleyball teams. J. Phys. Educ. Sport 18, 397–400.
Cherniss, C. (1986). “Different ways of thinking about burnout,” in Redefining Social Problems, eds E. Seidman and J. Rappaport (New York, NY: Plenum Press), 217–229.
Chirico, F. (2017). Is burnout a syndrome or an occupational disease? Instructions for occupational physicians. Epidemiol Prev. 41, 94–298.
Chirico, F., Taino, G., Magnavita, N., Giorgi, I., Ferrari, G., Mongiovì, M. C., et al. (2019). Proposta di un metodo per la valutazione del rischio di burnout negli insegnanti: il VA.RI.B.O (VAlutazione RIschio Burn-Out) [Proposal of a method for assessing the risk of burnout in teachers: the VA.RI.B.O strategy]. G. Ital. Med. Lav. Ergon. 41, 221–235.
Cieśliński, R., and Szum, E (2014). Burned out or just frustrated? Reasons why physical education teachers leave their profession. Physical Culture and Sport. Stud. Res. 63, 29–35. doi: 10.2478/pcssr-2014-0020
Colakoglu, F. F., and Yilmaz, T (2014). Burnout levels of physical education teachers according to personal factors. Proc. Soc. Behav. Sci. 152, 409–414. doi: 10.1016/j.sbspro.2014.09.221
Converso, D., Viotti, S., Sottimano, I., Cascio, V., and Guidetti, G (2015). Work ability, psycho-physical health, burnout, and age among nursery school and kindergarten teachers: a cross-sectional study. Med. Lav. 106, 91–108.
Coterón, J., and Franco, E (2019). Relación entre la motivación y el compromiso del alumnado en educación física y el burnout del docente. Sportis 5, 101–117. doi: 10.17979/sportis.2019.5.1.3634
da Rocha Pimentel, D., de Lima, F. M., Pereira, E. B. F., Monteiro, E. M. L. M., da Mata Ribeiro, B., and de Aquino, J. M (2013). Síndrome do esgotamento profissional nos professores de educação física. Seminário Nacional de Pesquisa em Enfermagem. Available online at: http://www.abeneventos.com.br/anais_senpe/17senpe/pdf/1502co.pdf (accessed November 25, 2021).
Danylchuk, K. E. (1993). 'The presence of occupational burnout and its correlates in university physical education personnel. J. Sport. Manage. 17, 107–121. doi: 10.1123/jsm.7.2.107
De Resende Moreira, H., Farias, G. O., Both, J., and do Nascimento, J. V (2009). Qualidade de vida no trabalho e síndrome de burnout em professores de educação física do estado do Rio Grande do Sul, Brasil. Rev. Brasil. Atividade Física Saúde 14, 115–122.
Dicke, T., Parker, P. D., Holzberger, D., Kunter, M., and Leutner, D (2015). Beginning teachers' efficacy and emotional exhaustion: latent changes, reciprocity, and the influence of professional knowledge. Contemp. Educ. Psychol. 41, 62–72. doi: 10.1016/j.cedpsych.2014.11.003
Farber, B. A. (1991). Crisis in Education: Stress and Burnout in the American Teacher. San Francisco, CA: Jossey-Bass.
Farsani, M., Aroufzad, S., and Farsani, F (2012). Relationship between burnout with mental health and personality traits among physical education teachers. Eur. J. Exp. Biol. 2, 2140–2144.
Fejgin, N., Ephraty, N., and Ben-Sira, D (1995). Work environment and burnout of physical education teachers. J. Teach. Phys. Educ. 15, 64–78. doi: 10.1123/jtpe.15.1.64
Fejgin, N., Talmor, R., and Erlich, I (2005). Inclusion and burnout in physical education. Eur. Phys. Educ. Rev. 11, 29–50. doi: 10.1177/1356336X05049823
Figueiredo-Ferraz, H., Gil-Monte, P. R., and Grau, E (2009). Prevalencia del síndrome de quemarse por el trabajo (burnout) en una muestra de maestros portugueses. Aletheia 29, 6–15.
Gama, G., Barbosa, F., and Vieira, M (2014). Personal determinants of nurses' burnout in end of life care. Eur. J. Oncol. Nursing 18, 527–533. doi: 10.1016/j.ejon.2014.04.005
Ghanizadeh, A., and Jahedizadeh, S (2015). Teacher of burnout: a review sources and ramifications. Br. J. Educ. Soc. Behav. Sci. 6, 24–39. doi: 10.9734/BJESBS/2015/15162
Guedes, D. P., and Gaspar, E. J (2016). Síndrome de estrés laboral crónico por el trabajo (burnout) en los profesionales de la educación física brasileños. Rev. Psicol. Deporte 25, 253–260.
Ha, J.-P., King, K. M., and Naeger, D. J (2011). The impact of burnout on work outcomes among South Korean physical education teachers. J. Sport Behav. 34, 343–357.
Hakanen, J. J., Bakker, A. B., and Schaufeli, W. B (2006). Burnout and work engagement among teachers. J. Sch. Psychol. 43, 495–513. doi: 10.1016/j.jsp.2005.11.001
Iannucci, C., and MacPhail, A (2018). One teacher's experience of teaching physical education and another school subject: an inter-role conflict? Res. Q. Exerc. Sport 89, 235–245. doi: 10.1080/02701367.2018.1446069
Ismail, A., Ahmet Atillam, D., and Nuran, B (2017). Burnout among Turkish high school teachers working in Turkey and abroad: a comparative study. Elect. J. Res. Educ. Psychol. 7, 1249–1268. doi: 10.25115/ejrep.v7i19.1354
Jackson, S. E., Schwab, R. L., and Schuler, R. S (1986). Toward an understanding of the burnout phenomenon. J. Appl. Psychol. 71, 630. doi: 10.1037/0021-9010.71.4.630
Karakaya, Y. E., Brusseau, T. A., and Karademir, T (2015). The relationship between student athletes' behaviour in the classroom and teachers' burnout level. Biomed. Human Kinetics 7:24. doi: 10.1515/bhk-2015-0024
Karimi, M., Hadavi, S. F., Zahedmanesh, F., and Ghamarpour, S (2015). The relationship between organizational climate, job stress, job burnout of the physical education teachers: A case of the schools at Islamshahr, Iran. Res. J. Recent Sci. 4, 114–119.
Kelley, B. C., and Gill, D. L (1993). An examination of personal/situational variables, stress appraisal, and burnout in collegiate teacher-coaches. Res. Q. Exerc. Sport 64, 94–102. doi: 10.1080/02701367.1993.10608783
Koustelios, A., and Tsigilis, N (2005). The relationship between burnout and job satisfaction among physical education teachers: a multivariate approach. Eur. Phys. Educ. Rev. 11, 189–203. doi: 10.1177/1356336X05052896
Kroupis, I., Kouli, O., and Kourtessis, T (2019). Physical education teacher's job satisfaction and burnout levels in relation to school's sport facilities. Int. J. Instruction 12:12437. doi: 10.29333/iji.2019.12437a
Kroupis, I., Kourtessis, T., Kouli, O., Tzetzis, G., Derri, V., and Mavrommatis, G (2017). Job satisfaction and burnout among Greek PE teachers. A comparison of educational sectors, level and gender. (Satisfacción laboral y burnout de los profesores de la educación física en Grecia). Cultura Ciencia y Deporte 12, 5–14. doi: 10.12800/ccd.v12i34.827
Lee, S. J., Choi, Y. J., and Chae, H (2017). The effects of personality traits on academic burnout in Korean medical students. Integrative Med. Res. 6, 207–213. doi: 10.1016/j.imr.2017.03.005
Li, S., Li, Y., Lv, H., Jiang, R., Zhao, P., Zheng, X., et al. (2020). The prevalence and correlates of burnout among Chinese preschool teachers. BMC Public Health 20:160. doi: 10.1186/s12889-020-8287-7
Martin, J., Kelley, B., and Dias, C (1999a). Stress and burnout in female high school athletic directors. Women Sport Phys. Activity J. 8, 101–116. doi: 10.1123/wspaj.8.1.101
Martin, J. J., Kelley, B., and Eklund, R. C (1999b). A model of stress and burnout in male high school athletic directors. J. Sport Exerc. Psychol. 21, 280–294. doi: 10.1123/jsep.21.3.280
Maslach, C., and Jackson, S. E (1986). Maslach Burnout Inventory Manual, 2nd edn. Palo Alto, CA: Consulting Psychologists Press.
Maslach, C., and Schaufeli, W. B (1993). Historical and conceptual development of burnout. Profess. Burnout 12, 1–16. doi: 10.4324/9781315227979-1
Maslach, C., Schaufeli, W. B., and Leiter, M. P (2001). Job burnout. Annu. Rev. Psychol. 52, 397–422. doi: 10.1146/annurev.psych.52.1.397
Mind Garden (2020). MBI-Eucators Survey. Available online at: https://www.mindgarden.com/316-mbi-educators-survey#:~:text=MBI%2DEducators%20Survey%20MBI%2D,working%20in%20any%20educational%20setting (accessed November 25, 2021).
Mojsa-Kaja, J., Golonka, K., and Marek, T (2015). Job burnout and engagement among teachers - Worklife areas and personality traits as predictors of relationships with work. Int. J. Occup. Med. Environ. Health 28, 102–119. doi: 10.13075/ijomeh.1896.00238
Niazi, S. M., Bai, N., Anzehaie, Z. H., and Rostamzadeh, N (2014). Investigation the relationship between burnout, job stress and mental health of secondary school'physical educators in Iran. Turkish J. Sci. Res. 1, 9–12.
Ölmez, E., Çakmak, Ü., and Kepoglu, A (2018). The relationship between occupational burnout levels of job satisfaction of Physical Education Teachers in the case of Mugla Province. Int. J. Phys. Ed. Fit. Sports 6:7. doi: 10.26524/ijpefs1812
Özşaker, M. (2012). Investigation of burnout levels of turkish physical education and sports teachers in terms of various variables. Selçuk Üniversitesi Beden Egitimi ve Spor Bilim Dergisi 14, 64–70.
Panagopoulos, N., Anastasiou, S., and Goloni, V (2014). Professional burnout and job satisfaction among physical education teachers in Greece. J. Sci. Res. Rep. 3, 1710–1721. doi: 10.9734/JSRR/2014/8981
Papasotiriou, E., Sidiropoulos, G., Ntanos, S., Chalikias, M., and Skordoulis, M (2018). The relationship between professional burnout and satisfaction: A case study for physical education teachers in a Greek urban area. Serbian J. Manage. 13, 353–363. doi: 10.5937/sjm13-15801
Pietarinen, J., Pyhältö, K., Soini, T., and Salmela-Aro, K (2013). Reducing teacher burnout: a socio-contextual approach. Teach. Teach. Educ. 35, 62–72. doi: 10.1016/j.tate.2013.05.003
Pines, A. M. (1993). “Burnout: an existential perspective,” in Professional Burnout: Recent Developments in Theory and Research, eds W. B. Schaufeli, C. Maslach, and T. Marek (New York, NY: Taylor & Francis), 33–51.
Pires, D. A., Santiago, M. L. D. M., Samulski, D. M., and Costa, V. T. D (2012). A síndrome de burnout no esporte brasileiro. Rev. Educ. Física/UEM 23, 131–139. doi: 10.4025/reveducfis.v23i1.14566
Quigley, T., Slack, T., and Smith, G (1989). The levels and possible causes of burnout in secondary school teacher coaches. Cahper J. 55, 20–22.
Salmela-Aro, K., Hietajärvi, L., and Lonka, K (2019). Work burnout and engagement profiles among teachers. Front. Psychol. 10:2254. doi: 10.3389/fpsyg.2019.02254
Salmela-Aro, K., and Upadyaya, K (2014). School burnout and engagement in the context of demands-resources model. Br. J. Educ. Psychol. 84, 137–151. doi: 10.1111/bjep.12018
Sánchez-Oliva, D., Sánchez-Miguel, P. A., Pulido González, J. J., López Chamorro, J. M., and Cuevas Campos, R (2014). Motivación y burnout en profesores de educación física: incidencia de la frustración de las necesidades psicológicas básicas. Cuadernos Psicol. Deporte 14, 75–82. doi: 10.4321/S1578-84232014000300009
Santini, J., and Molina Neto, V (2005). A síndrome do esgotamento profissional em professores de educação física: um estudo na rede municipal de ensino de Porto Alegre. Rev. Brasil. Educ. Física Esporte 19, 209–222.
Schaufeli, W. B., Leiter, M. P., and Maslach, C (2009). Burnout: 35 years of research and practice. IEEE Eng. Manage. Rev. 14, 204–220. doi: 10.1108/13620430910966406
Shen, B., McCaughtry, N., Martin, J., Garn, A., Kulik, N., and Fahlman, M (2015). The relationship between teacher burnout and student motivation. Br. J. Educ. Psychol. 85, 519–532. doi: 10.1111/bjep.12089
Shirazi, A., Rasekhnia, M., and Ajdary, H (2011). An empirical examination of the relationship between occupational stress and mental health. Interdiscipl. J. Contemp. Res. Business 3, 101–109.
Shirom, A. (1989). “Burnout in work organizations,” in International Review of Industrial and Organizational Psychology, eds C. L. Cooper and I. Robertson (New York, NY: Wiley & Sons).
Sinott, E. C., da Rosa Afonso, M., Ribeiro, J. A. B., and Farias, G. O (2014). Síndrome de Burnout: um estudo com professores de Educação Física. Movimento 20, 519–539. doi: 10.22456/1982-8918.43226
Sisley, B. L., Capel, S. A., and Desertrain, G. S (1987). Preventing burnout in teacher/coaches. J. Phys. Educ. Recreat. Dance 58, 71–75. doi: 10.1080/07303084.1987.10609639
Smith, D., and Leng, G. W (2003). Prevalence and sources of burnout in Singapore secondary school physical education teachers. J. Teach. Phys. Educ. 22, 203–218. doi: 10.1123/jtpe.22.2.203
Spittle, M., Kremer, P., and Sullivan, S (2015). Burnout in secondary school physical education teaching. Facta Universitatis Series: Phys. Educ. Sport 13, 33–43.
Stočkus, A., and Adaškevičiene, E (2013). Peculiarities of stressors experienced by physical education teachers at work. Baltic J. Sport Health Sci. 3:90. doi: 10.33607/bjshs.v3i90.170
Tsigilis, N., Zournatzi, E., and Koustelios, A (2011). Burnout among physical education teachers in primary and secondary schools. Int. J. Human. Soc. Sci. 1, 53–58.
Tsouloupas, C. N., Carson, R. L., Matthews, R., Grawitch, M. J., and Barber, L. K (2010). Exploring the association between teachers' perceived student misbehaviour and emotional exhaustion: the importance of teacher efficacy beliefs and emotion regulation. Educ. Psychol. 30, 173–189. doi: 10.1080/01443410903494460
Unda, S., Sandoval, J. I., and Gil-Monte, P. R (2008). Prevalencia del síndrome de quemarse por el trabajo (SQT) (burnout) en maestros mexicanos. Inf Psicol. 92, 53–63.
van Horn, J. E., Schaufeli, W. B., and Enzmann, D (1999). Teacher burnout and lack of reciprocity. J. Appl. Soc. Psychol. 29, 91–108. doi: 10.1111/j.1559-1816.1999.tb01376.x
Viloria, H., Paredes, M., and Paredes, L (2003). Burnout en profesores de educación física. Rev. Psicología Del Deporte 12, 133–146.
von Haaren-Mack, B., Schaefer, A., Pels, F., and Kleinert, J (2019). Stress in esphysical education teachers: a systematic review of sources, consequences, and moderators of strs. Res. Q. Exerc. Sport. 2019, 1–19.
Vousiopoulos, S., Kouli, O., Kourtessis, T., Tsitskari, E., and Tsitskari, D (2019). Job satisfaction and burnout among greek teachers and physical education teachers. A comparison in minority and public sector schools in thrace. Ann. Appl. Sport Sci. 7, 52–60. doi: 10.29252/aassjournal.786
Walter, J. M., Van Lunen, B. L., Walker, S. E., Ismaeli, Z. C., and Oñate, J. A (2009). An assessment of burnout in undergraduate athletic training education program directors. J. Athl. Train. 44, 190–196. doi: 10.4085/1062-6050-44.2.190
WHO (2020). Burn-Out An Occupational Phenomenon“: International Classification of Diseases. Available online at: https://www.who.int/mental_health/evidence/burn-out/en/ (accessed November 25, 2021).
Keywords: occupational burnout, physical education teachers, systematic revision and meta-analysis, stress, occupational psychology
Citation: Alsalhe TA, Chalghaf N, Guelmami N, Azaiez F and Bragazzi NL (2021) Occupational Burnout Prevalence and Its Determinants Among Physical Education Teachers: A Systematic Review and Meta-Analysis. Front. Hum. Neurosci. 15:553230. doi: 10.3389/fnhum.2021.553230
Received: 17 April 2020; Accepted: 26 May 2021;
Published: 09 December 2021.
Edited by:
Nicola Magnavita, Catholic University of the Sacred Heart, ItalyReviewed by:
Ottavia Guglielmi, University of Genoa, ItalyDaniela Acquadro Maran, University of Turin, Italy
Reza Zabihi, University of Neyshabur, Iran
Haitham Jahrami, Arabian Gulf University, Bahrain
Copyright © 2021 Alsalhe, Chalghaf, Guelmami, Azaiez and Bragazzi. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
*Correspondence: Nicola Luigi Bragazzi, bragazzi@yorku.ca