Cited by 50Stress and Burnout ResearchOccupational Health and BurnoutPolicing Practices and Perceptions

Psychosocial risk and protective factors associated with burnout in police officers: A systematic review

Open access
Alves, Lucas, Abreo, Lee, Petkari, Eleni, Pinto da Costa, Mariana·2023·Journal of Affective Disorders

Abstract

BACKGROUND: The specific factors that may influence burnout levels in police officers are not yet clear. Our aim was to systematically identify the psychosocial risk and protective factors associated with burnout among police officers. METHODS: This systematic review was conducted following the Preferred Reporting Items for Systematic Reviews and Meta-Analysis (PRISMA). A protocol was registered in PROSPERO. A search strategy was applied to Medline via OvidSP, PsycInfo, Scopus and Web of Science. The quality assessment entailed the use of the CASP checklist for cohort studies. The data was reported through a narrative synthesis. RESULTS: After removing studies based on the selection criteria, 41 studies were included in this review. The findings were synthesized under the following subheadings: socio-demographic factors; organisational factors; operational factors; personality variables and coping strategies. Organisational and operational factors were found to be the most predominant risk factors for burnout. Personality variables and coping strategies appeared as both risk and protective factors. Socio-demographic factors were weak in explaining burnout. LIMITATIONS: Most studies are from high-income countries. Not all used the same burnout measurement tool. All relied on self-reported data. Since 98 % had a cross-sectional design, causal inferences could not be made. CONCLUSIONS: Burnout, despite being strictly defined as an occupational phenomenon, is related to factors outside of this context. Future research should focus on examining the reported associations by using more robust designs. More attention must be paid to police officers' mental health by investing in developing strategies to mitigate adverse factors and maximise the effects of protective factors.

AI snapshot

Written from the paper’s full text.

TL;DR

This systematic review identified psychosocial risk and protective factors associated with burnout in police officers across 41 studies. Organisational and operational factors were the most predominant risk factors, while personality variables and coping strategies appeared as both risk and protective factors, with socio-demographic factors weak in explaining burnout.

Key findings

  • The review included 41 studies with a total of 16,017 participants; sample sizes ranged from 50 to 1794, mean age was 36.55 years (SD = 8.95) based on available data from k = 23, and 40 studies were cross-sectional while one was longitudinal.
  • Organisational and operational factors were the most predominant risk factors: heavy workload was a risk factor in nine studies, job-related stress in six, effort-reward imbalance in four, and operational stress had a direct relationship with burnout in four studies, with daily operational stressors linked to higher burnout than occasional stressors.
  • Personality variables and coping strategies appeared as both risk and protective factors: neuroticism was a consistent risk factor in six studies; agreeableness, extraversion, conscientiousness, and openness had negative associations with burnout in four studies; maladaptive coping increased burnout in five studies, while healthy coping was protective in six.
  • Socio-demographic factors were weak in explaining burnout: age showed mixed results (four studies younger, four older, seven no association), sex results were conflicting, marital status was a risk factor in two studies but not significant in six, and educational level showed no significant relationships in six studies.

Methods

  • Systematic review following PRISMA, with a protocol registered in PROSPERO (CRD42022290022); searches were run in Medline via OvidSP, PsycInfo, Scopus, and Web of Science until Dec 20, 2021, with no timeline restrictions and no language restrictions as long as an English abstract was available.
  • Inclusion required samples of actively working police officers and quantitative primary data reporting relationships between risk/protective factors and burnout; exclusions included non-primary data, non-quantitative designs, mixed populations treated as a whole, partial burnout questionnaire items, divergent burnout definitions, and big-scale events such as COVID-19, terrorism, or natural catastrophes.
  • Two reviewers independently screened studies and assessed quality using the CASP checklist for cohort studies; data were reported through narrative synthesis grouped by socio-demographic, organisational, operational, personality variables, and coping strategies.

Limitations

  • The paper states that most studies were from high-income countries (70.7%), not all used the same burnout measurement tool, all relied on self-reported data, 98% had a cross-sectional design so causal inferences could not be made, and only four databases were searched.
  • Evident from the text: the review used narrative synthesis rather than meta-analysis, some factors were examined in a limited number of studies, operational factors were the least examined and least specified, and age may be confounded with work experience, with the authors noting possible survival bias.

Model-written summary. Check it against the paper before relying on it.

Integrity signals

Registry

Crossref · 10.1016/j.jad.2023.03.081

Cites

83 of 84 references verified0 citation errors · 1 not checkable

Statistics

Nothing to recompute.

Claims the paper makes

56 of 263 cited sources checked · 25 supported · 0 flagged · accuracy not yet measured

  • Premisecitation
    § Table I ( continued ) · p. 7

    In Garcia-Rivera et al. (2020), officers with daily operational stressors had higher mental exhaustion and guilt scores than officers with occasional operational stressors.

    “Officers with daily operational stressors also had higher mental exhaustion and guilt scores than officers with ocasional operational stressors.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Garcia-Rivera et al. (2020) source

      The Results (sections 3.3–3.4; page unavailable) identify daily- and occasional-operational-stressor groups and report significant differences between them in mental exhaustion and guilt. The passages do not give the direction of those differences, so they do not establish that the daily-stressor group had higher scores. (LLM, conf=0.83)

      Experimental — accuracy not yet measured
  • Premisecitation
    § Table I ( continued ) · p. 7

    In Garcia-Rivera et al. (2020), being male is associated with higher levels of mental exhaustion.

    “Being male is associated with higher levels of mental exhaustion.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Garcia-Rivera et al. (2020) source
  • Premisecitation
    § Table I ( continued ) · p. 7

    In Garcia-Rivera et al. (2020), officers who engage in sports activities have lower mental exhaustion than those who do not.

    “Officers who engage in sports activities have lower mental exhaustion than those who do not.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Garcia-Rivera et al. (2020) source
  • Findingcitation
    § 3.2. Organisational factors · p. 11

    Primary workplace (field and office service work) contributes to increased exhaustion and depersonalisation.

    “In one study, a variable called primary workplace which encompassed field and office service work contributed to increased exhaustion and depersonalisation (Valieiev et al., 2019).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Valieiev et al., 2019 source

      The Results report significant correlations between primary workplace (field work or office service) and both emotional exhaustion and depersonalization; the Conclusions likewise call them associations. The claim's wording, “contributed to increased,” implies a causal effect that the reported correlations do not establish. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
  • Findingcitation
    § 3.2. Organisational factors · p. 10

    Higher ranks are associated with lower exhaustion.

    “one study that higher ranks were associated with lower exhaustion (Garbarino et al., 2013).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Garbarino et al., 2013 source
  • Classified as probably not a substantial claim. 58
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  • The quote only partly states this claim. 18
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    Study design and conductcitation
    § 2.1. Search strategy · p. 2

    The systematic review was conducted according to the guidelines established by PRISMA.

    “This study is a systematic review of the literature that was conducted according to the guidelines established by the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA)”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Page et al., 2021 source
  • May combine two claims.

    Premisecitation
    § A B S T R A C T · p. 1

    Police officers who worked in big cities were more prone to higher levels of stress and posttraumatic stress disorder as they were more frequently exposed to violent and extreme situations.

    “officers who worked in big cities were more prone to higher levels of stress and posttraumatic stress disorder as they were more frequently exposed to violent and extreme situations”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Galanis et al., 2021 source

      The Discussion reports that officers working in large cities experienced more stress and suggests that frequent exposure to critical incidents may explain it. It also says such incidents may predispose officers to post-traumatic stress disorder, but does not report that big-city officers had higher PTSD levels than officers elsewhere. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation
    § Journal of Affective Disorders · p. 2

    Police activity is described in the literature as stressful, leading to poor physical and mental health outcomes over time, in which burnout is included.

    “Police activity is, thus, described in the literature as stressful, leading to poor physical and mental health outcomes over time, in which burnout is included”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites Magnavita et al., 2018 source

      The Introduction (page unavailable) describes police work as physically and psychologically demanding and discusses chronic stress and PTSD. The paper also refers to physical and mental illness among police officers, but the passages found do not identify burnout as an outcome; a search for “burnout” found no matching passage. The claim is therefore supported in broad terms, but not in its specific inclusion of burnout. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
    • cites Purba and Demou, 2019 source

      The Background (Occupational stressors in police work; page unavailable) describes policing as inherently stressful, and the Results (Synthesis of results by outcome; page unavailable) report an association between police stress and burnout. The review addresses mental wellbeing outcomes, but these passages do not establish poor physical health outcomes or show that the outcomes develop over time. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Findingcitation
    § 3.4. Personality variables · p. 12

    Agreeableness, extraversion, conscientiousness, and openness are negatively associated with burnout in police officers.

    “Whereas, four studies reported negative associations between agreeableness, extraversion, conscientiousness, and openness with burnout (De la Fuente Solana et al., 2013; Garbarino et al., 2013; Medina, 2007; Mostert and Roth­ mann, 2006).”
    Quote in the paperSubstantial claim1 of 3 sources checked
    • cites De la Fuente Solana et al., 2013 source
    • cites Garbarino et al., 2013 source

      In the Results (Table 5; page unavailable), all four traits positively predict personal accomplishment; lower personal accomplishment is one facet of burnout, so this supports a negative association with that facet. The claim is broader than the findings: the four traits do not all show negative associations with professional exhaustion or depersonalisation. (LLM, conf=0.85)

      Experimental — accuracy not yet measured
    • cites Medina, 2007

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationcitation
    § 4.2. Comparison with the literature · p. 12

    The different impact that organisational and operational factors may have on police officers' mental health, especially burnout, may be explained by the fact that individuals entering the police force are aware of the operational risks but are not ready for the administrative and bureaucratic aspects of the job.

    “The different impact that organisational and operational factors may have on police officers ' mental health (Larsson et al., 2016), especially burnout, may be explained by the fact that the individuals entering the police force are aware of the operational risks but are not ready for the administrative and bureaucratic aspects of the job (Sherwood et al., 2019).”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites Larsson et al., 2016 source
    • cites Sherwood et al., 2019 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation
    § 4.2. Comparison with the literature · p. 12

    A systematic review conducted with underrepresented minorities in medicine (Lawrence et al., 2022) reported this issue.

    “This issue was also reported by a systematic review conducted with under­ represented minorities in medicine (Lawrence et al., 2022), therefore caution with the interpretation of the findings is required.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Lawrence et al., 2022 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationcitation
    § 4.2. Comparison with the literature · p. 12

    Operational stressors such as emotional trauma due to exposure to violent situations may show stronger associations with posttraumatic stress disorder (PTSD) or other adverse psychological outcomes, compared to burnout.

    “It could also be that operational stressors such as emotional trauma due to exposure to violent situations show stronger associations with posttraumatic stress disorder (PTSD) (Mona et al., 2019) or other adverse psycholog­ ical outcomes, compared to burnout.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Mona et al., 2019 source
  • May combine two claims.

    Findingcitation
    § 4.2. Comparison with the literature · p. 12

    High job demands, effort-reward imbalance, low decision latitude, perceived injustice, low social support, lack of leadership, organisational culture, and working in urban environments were found to be associated with burnout.

    “In terms or organisational factors, high job demands, effort-reward imbalance, low decision latitude, perceived injustice, low social sup­ port, lack of leadership, organisational culture, and working in urban environments were found to be associated with burnout, in line with the wide literature (Nieuwenhuijsen et al., 2010; Purba and Demou, 2019; Sherwood et al., 2019).”
    Quote in the paperSubstantial claim2 of 3 sources checked
    • cites Nieuwenhuijsen et al., 2010 source
    • cites Purba and Demou, 2019 source

      The Results (Evidence synthesis; page not provided) link job demands, low decision latitude, lack of support, perceived unfairness, leadership and organisational culture to burnout or its components. The Results (Synthesis of results by outcome) distinguish composite burnout from emotional exhaustion and depersonalisation, so the sentence overstates how many factors were associated with burnout itself. Effort-reward imbalance is linked to psychological distress in the review's results, though the Discussion reports a separate study linking it to burnout; no retrieved passage supports working in urban environments. (LLM, conf=0.87)

      Experimental — accuracy not yet measured
    • cites Sherwood et al., 2019 source

      The Burnout section (page unavailable) associates high demands, high effort and low reward, perceived unfairness, and low social or organizational support with burnout or its components. The Discussion (page unavailable) instead links low decision latitude to PTSD, and the passages found do not identify lack of leadership, organizational culture, or urban work environments as burnout risk factors. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation
    § 4.2. Comparison with the literature · p. 12

    A meta-analytical study revealed that age does not appear to have a significant relationship with burnout.

    “A review conducted with police officers (Galanis et al., 2021) had previously reported that stress increased with age, although a meta-analytical study revealed that age does not appear to have a significant relationship with burnout (Aguayo et al., 2017).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Aguayo et al., 2017 source

      The Discussion concludes that age does not appear to be a risk factor for burnout in police officers, supporting the broad point. But the Distribution of effect sizes reports a small, statistically significant correlation between age and depersonalization, a burnout dimension. The claim is therefore too broad if “significant relationship” means statistical significance. (LLM, conf=0.87)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation
    § 4.2. Comparison with the literature · p. 12

    A review conducted with police officers (Galanis et al., 2021) had previously reported that stress increased with age.

    “A review conducted with police officers (Galanis et al., 2021) had previously reported that stress increased with age, although a meta-analytical study revealed that age does not appear to have a significant relationship with burnout (Aguayo et al., 2017).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Galanis et al., 2021 source
  • May combine two claims.

    Findingcitation
    § 3.4. Personality variables · p. 12

    Psychological hardiness and dispositional mindfulness protect against burnout in police officers.

    “Concerning dispositional per­ sonality traits, psychological hardiness and dispositional mindfulness protected against burnout (Fyhn et al., 2016; Hills and Norvell, 1991; Kepple, 2018).”
    Quote in the paperSubstantial claim1 of 3 sources checked
    • cites Fyhn et al., 2016 source

      The Abstract and Discussion report that psychological hardiness predicted burnout among Norwegian police investigators, supporting the hardiness part of the claim. The Results show an association, not a demonstrated protective effect, and the paper does not address dispositional mindfulness. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
    • cites Hills and Norvell, 1991 source
    • cites Kepple, 2018

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation
    § 4.2. Comparison with the literature · p. 13

    A systematic review on risk factors of police officer's stress (Galanis et al., 2021) reported that planning, immediate response to the problem, and seeking help from others were good strategies against stressful situations.

    “A systematic review on risk factors of police officer ' s stress (Galanis et al., 2021) reported similar findings, in which police officers that used negative coping such as denial, avoidance, self-blame, distraction, lack of planning, lack of control and humour experienced higher levels of stress, whereas planning, immediate response to the problem, and seeking help from others wer”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Galanis et al., 2021 source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation
    § 4.4. Implications of the findings for future practice and research · p. 13

    In 11 years (1999, 2003, 2004, 2007-2014), 1241 suicide deaths of police officers occurred in the USA, making police officers 54% more likely to die from suicide compared to all other worker decedents in the study.

    “In 11 years (1999, 2003, 2004, 2007 -2014) a total of 1241 suicide deaths of police officers occurred in the USA, making police officers 54 % more likely to die from suicide compared to all other worker decedents in the study (Violanti and Steege, 2021).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Violanti and Steege, 2021 source

      The Results report 1,241 suicide deaths and a 54% higher proportion of suicide deaths for the broader category of all law enforcement workers during the stated years. That category includes corrections personnel and other workers, not just police officers. The narrower detectives/criminal investigators/police category had 737 deaths and a 64% higher proportion. (LLM, conf=0.93)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation
    § 4.4. Implications of the findings for future practice and research · p. 13

    Police officers, in many cases, are the first to come in contact with people suffering from mental illness, leaving them with the discretionary task of making arrests or escorting these people for a mental health assessment or treatment.

    “It is also important to remember that police officers, in many cases, are the first to come in contact with people suffering from mental illness, leaving police officers with the discretionary task of making arrests or escorting these people for a mental health assessment or treatment (Soares and Pinto da Costa, 2019).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Soares and Pinto da Costa, 2019 source

      The Introduction (page not specified) says police officers are among the first professionals to interact with people requiring compulsory admission. The Results, under “Police Activity and Compulsory Admission” (page not specified), describe transporting people for medical evaluation, but distinguish this from criminal detention; they do not describe a discretionary choice between arrest and escort for assessment or treatment. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation
    § 4.2. Comparison with the literature · p. 13

    It is well documented that physical activity has considerable beneficial effects on overall health, protecting against individual physical morbidities and improving psychological well-being by reducing stress, anxiety, and depression.

    “It is well documented that physical activity has considerable beneficial ef­ fects on overall health, protecting against individual physical morbid­ ities and improving psychological well-being by reducing stress, anxiety, and depression (Warburton et al., 2006).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Warburton et al., 2006 source
  • The quote only partly states this claim.

    Findingcitation
    § 3.1. Socio-demographic factors · p. 3

    Having children was associated with lower personal accomplishment.

    “Having children was experienced by police officers as associated with lower personal accomplishment (De la Fuente Solana et al., 2013)”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites De la Fuente Solana et al., 2013 source
  • May combine two claims.

    Findingown data
    § 3. Results · p. 2

    The total number of study participants was 16,017; sample sizes ranged from 50 to 1794; the percentage of female officers ranged from 0% to 44%, with three studies including only men.

    “The total number of study participants was 16,017, the sample sizes ranged from 50 to 1794, and the percentage of female officers ranged from 0 % to 44 % with three studies including only men.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingnone given
    § A B S T R A C T · p. 1

    Most studies are from high-income countries.

    “Most studies are from high-income countries.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingcitation
    § 3.1. Socio-demographic factors · p. 3

    Another study reported lower burnout for men.

    “whereas another study (Brady, 2017) reported lower burnout for men.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Brady, 2017 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingnone given
    § A B S T R A C T · p. 1

    Not all included studies used the same burnout measurement tool.

    “Not all used the same burnout measurement tool.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingown data
    § 3. Results · p. 2

    The included studies were conducted in the USA (k=9), Norway (k=5), Poland (k=4), China (k=3), Spain (k=3), India (k=2), Mexico (k=2), Netherlands (k=2), Sweden (k=2), Ukraine (k=2), Brazil (k=1), Chile (k=1), Germany (k=1), Italy (k=1), South Africa (k=1), Taiwan (k=1), and Turkey (k=1).

    “These studies were conducted in the USA (k = 9), Norway (k = 5), Poland (k = 4), China (k = 3), Spain (k = 3), India (k = 2), Mexico (k = 2), Netherlands (k = 2), Sweden (k = 2), Ukraine (k = 2), Brazil (k = 1), Chile (k = 1), Germany (k = 1), Italy (k = 1), South Africa (k = 1), Taiwan (k = 1), and Turkey (k = 1).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingcitation
    § 3.1. Socio-demographic factors · p. 3

    One study stated that being African-American was negatively associated with burnout as compared to being Caucasian.

    “With relation to ethnicity, one study stated that being African-American was negatively associated with burnout as compared to being Caucasian (Miller et al., 2017).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Miller et al., 2017 source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingown data
    § 3. Results · p. 2

    The search resulted in 904 records, of which 274 were duplicates and excluded; 630 records were screened, 548 excluded; 82 full texts were screened and 41 were finally included in the review.

    “The search resulted in a total of 904 records, of which 274 were duplicates and therefore excluded. The remaining 630 records went through a first screening phase based on the title and abstract, and 548 records were excluded. Full texts of 82 records were screened and 41 were finally included in the review.”
    Quote in the paperNot a substantial claim
  • The quote only partly states this claim.

    Findingcitation
    § 3.2. Organisational factors · p. 10

    Work shifts and overtime work are not significantly associated with burnout.

    “However, in four studies, work shifts and overtime work were not significantly associated with burnout (De la Fuente Solana et al., 2013; Martinussen et al., 2007; Medina, 2007; Richardsen et al., 2006).”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites De la Fuente Solana et al., 2013 source
    • cites Martinussen et al., 2007 source
    • cites Medina, 2007

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingcitation
    § 3.2. Organisational factors · p. 10

    Burnout follows a U-shape with years of service: it increases until 6-15 years of service, then decreases after 16 years, predicting lesser exhaustion and depersonalisation.

    “One study revealed a U-shape distribution where burnout increased until 6 -15 years of service, and after 16 years would start decreasing gradually, predicting lesser exhaustion and depersonalisation (Dur ´ an et al., 2006).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Durán et al., 2006 source
  • Probably not a substantial claim: may not pass S3 (load-bearing). The quote only partly states this claim.

    Findingcitation
    § 3.2. Organisational factors · p. 10

    Job tenure is associated with decreased burnout levels.

    “However, two studies reported job tenure to be associated with decreased burnout”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Backteman-Erlanson et al., 2013 source
    • cites Nascimento et al., 2020

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S1 (asserted), S3 (load-bearing), S4 (based). The quote only partly states this claim.

    Findingcitation
    § 3.2. Organisational factors · p. 10

    No significant relationship exists between rank/leadership and burnout.

    “Only one study found no significant relationship (De la Fuente Solana et al., 2013).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites De la Fuente Solana et al., 2013 source
  • Probably not a substantial claim: may not pass S1 (asserted), S3 (load-bearing). The quote only partly states this claim.

    Findingcitation
    § 3.2. Organisational factors · p. 11

    Work-post has no association with burnout.

    “The second study found no associations with burnout (De la Fuente Solana et al., 2013).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites De la Fuente Solana et al., 2013 source
  • May combine two claims.

    Findingcitation
    § 3.2. Organisational factors · p. 11

    Physical, mental, and emotional demands increase burnout.

    “Physical, mental, and emotional demands also increased burnout, whereas cognitive demands seemed to help mitigate burnout (Bakker and Heuven, 2006; Burke and Mikkelsen, 2006; Hu et al., 2016).”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites Bakker and Heuven, 2006 source
    • cites Burke and Mikkelsen, 2006 source
    • cites Hu et al., 2016

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • The quote only partly states this claim.

    Findingcitation
    § 3.2. Organisational factors · p. 11

    Gender role stress is associated with increased exhaustion and depersonalisation in men police officers.

    “Gender role stress (characterized by a gender-based cognitive appraisal of specific situations) was associated with increased exhaustion and depersonalisation in men, and decreased personal accomplishment in women (Tang and Lau, 1996).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Tang and Lau, 1996 source
  • Probably not a substantial claim: may not pass S1 (asserted), S3 (load-bearing). The quote only partly states this claim.

    Findingcitation
    § 3.2. Organisational factors · p. 11

    Role ambiguity shows no relationship with burnout in police officers.

    “whilst the second one showed no relationship (Bawa and Kaur, 2011).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Bawa and Kaur, 2011

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingcitation
    § 3.3. Operational factors · p. 11

    Family support mitigates burnout levels in police officers (in another study).

    “High exposure and satisfaction related to family support were associated with increased burnout in one study whilst, in another, mitigated burnout levels (Baruch-Feldman et al., 2002; Beltran et al., 2009).”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Baruch-Feldman et al., 2002 source
    • cites Beltran et al., 2009 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingcitation
    § 3.2. Organisational factors · p. 11

    Higher exposure and satisfaction from work-related support is associated with higher risk of burnout for police officers.

    “However, one study found that the higher the exposure and the satisfaction gathered from work-related support the higher the risk of burnout for police officers (Beltran et al., 2009).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Beltran et al., 2009 source
  • Probably not a substantial claim: may not pass S1 (asserted), S3 (load-bearing), S4 (based). The quote only partly states this claim.

    Findingcitation
    § 3.2. Organisational factors · p. 11

    There is no relationship between supervisor support and burnout in police officers.

    “One study found no relationship (Kula, 2017).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Kula, 2017 source
  • May combine two claims.

    Findingcitation
    § 3.2. Organisational factors · p. 11

    High levels of work-related support diminish burnout and low levels increase burnout in police officers.

    “Similarly, high levels of work-related support diminish burnout and vice-versa (Brady, 2017; Kumar and Kamala­ nabhan, 2017).”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites Brady, 2017 source
    • cites Kumar and Kamalanabhan, 2017 source
  • The quote only partly states this claim.

    Findingcitation
    § 3.4. Personality variables · p. 12

    Psychological resilience is associated with lower burnout in police officers.

    “Similar relationships were found between burnout, psychological resilience (Miller et al., 2017), and police offi­ cers ' belief in the capacity to self-regulating negative mood states (Ricca, 2004).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Miller et al., 2017 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingreasoning
    § 4.1. Key findings · p. 12

    The studies were not detailed in stating what type of operational situations could be associated with burnout.

    “The studies were not detailed in stating what type of operational situations could be associated with burnout.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingnone given
    § 4.1. Key findings · p. 12

    Personality traits and coping strategies were examined in 19 studies and showed consistency within the results.

    “With relation to personality traits and coping strategies, these were examined in 19 studies and showed consistency within the results.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data
    § 4.1. Key findings · p. 12

    For age, sex, marital and parental status, education, and ethnicity, inconsistencies and inexistent associations with burnout were found.

    “For age, sex, marital and parental status, education, and ethnicity, inconsistencies and inexistent associations with burnout were found.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingcitation
    § 3.4. Personality variables · p. 12

    Warmth, emotional stability, social boldness, openness, and liveliness are associated with decreased burnout in police officers.

    “Warmth, emotional stability, social boldness, openness, and liveliness were associated with decreased burnout.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Medina, 2007

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Findingown data
    § 4.1. Key findings · p. 12

    Operational factors were the least examined and the least specified.

    “Operational factors, however, were the least examined and the least specified.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingcitation
    § 4.2. Comparison with the literature · p. 13

    High levels in traits such as agreeableness, extraversion, conscientiousness, openness, hardiness, mindfulness, achievement striving (Type A personality), emotional intelligence, mood regulation, and positive emotional states seemed to protect against burnout.

    “On the contrary, high levels in traits such as agreeableness, extraversion, conscientiousness, openness, hardiness, mindfulness, achievement striving (Type A personality), emotional intelligence, mood regulation, and positive emotional states seemed to protect against burnout.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim.

    Findingnone given
    § 4.4. Implications of the findings for future practice and research · p. 13

    Research on burnout in police officers is focusing more on factors that may potentially cause burnout instead of those that may protect against it.

    “Furthermore, it was also noticed that research on burnout in police officers is focusing more on factors that may potentially cause burnout instead of those that may protect against it.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data
    § 4.3. Strengths and limitations · p. 13

    Not all included studies used the same burnout measurement tool, and in some cases burnout was measured through isolated subscales.

    “Not all studies used the same burnout measurement tool, and in some cases, burnout was measured through isolated subscales.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data
    § 2.4. Data analysis and quality assessment · p. 2

    Two authors independently performed quality assessment of the included studies using the CASP Checklist for Cohort studies.

    “Two authors (LAI and LAb) independently performed the quality assessment of the studies using the CASP Checklist for Cohort studies (CASP, 2018).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites CASP, 2018

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Premisecitation
    § Table I ( continued ) · p. 5

    In Brady (2017), home life support (family) and the use of positive coping strategies showed a negative correlation with burnout among Internet Crimes Against Children personnel.

    “Home life support (family) and the use of positive coping strategies showed a negative correlation with burnout.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Brady (2017) source
  • May combine two claims.

    Interpretationreasoning
    § A B S T R A C T · p. 1

    Since 98% of the included studies had a cross-sectional design, causal inferences could not be made.

    “Since 98 % had a cross-sectional design, causal inferences could not be made.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation
    § 1. Introduction · p. 1

    In 2019, the World Health Organization (WHO) recognised burnout as an occupational phenomenon and included it in the 11th Revision of the International Classification of Diseases (ICD-11).

    “In 2019, the World Health Organization (WHO) recognised burnout as an occupational phenomenon and included it in the 11th Revision of the International Classification of Diseases (ICD-11)”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites World Health Organization, 2019

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation
    § Table I ( continued ) · p. 8

    In Martinussen et al. (2007), overtime work was not significant.

    “Overtime work was not significant.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Martinussen et al. (2007) source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation
    § Table I ( continued ) · p. 7

    In Kula (2017), supervisor support was not directly associated with burnout.

    “Supervisor support was not directly associated with burnout.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Kula (2017) source
  • May combine two claims.

    Premisecitation
    § Table I ( continued ) · p. 5

    In Burke and Mikkelsen (2006), working in an urban environment, high workload, and emotional demands increased exhaustion among Norwegian police officers.

    “Working in urban environment, high workload and emotional demands increased exhaustion.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Burke and Mikkelsen (2006) source
  • May combine two claims.

    Premisecitation
    § Table I ( continued ) · p. 5

    In Burke and Mikkelsen (2006), trauma history, spiritual coping, age of child victim, and working undercover did not show significant correlations with burnout among Norwegian police officers.

    “Trauma history, spiritual coping, age of child victim and working undercover did not show significant correlations with burnout.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Burke and Mikkelsen (2006) source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation
    § Table I ( continued ) · p. 8

    In Martinussen et al. (2007), sex was not associated with burnout.

    “Sex was not associated with burnout.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Martinussen et al. (2007) source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation
    § Table I ( continued ) · p. 7

    In Hu et al. (2016), workload, mental demands, physical demands, supervisor support, support, renqing reward, and renqing investment showed positive correlations with exhaustion and cynicism.

    “Workload, mental demands, physical demands, supervisor support, support, renqing reward and renqing investment showed positive with exhaustion and cynicism.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Hu et al. (2016)

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims. The quote only partly states this claim.

    Premisecitation
    § Table I ( continued ) · p. 8

    In Martinussen et al. (2007), autonomy and social support were negatively correlated with burnout.

    “Autonomy and social support where negatively correlated.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Martinussen et al. (2007) source
  • May combine two claims.

    Premisecitation
    § Table I ( continued ) · p. 5

    In Burke and Mikkelsen (2006), longer tenure, lower social support, role conflict, less information, more quantitative demands, and fewer cognitive demands increased cynicism among Norwegian police officers.

    “Longer tenure, lower social support, role conflict, less information, more quantitative demands and fewer cognitive demands increased cynicism.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Burke and Mikkelsen (2006) source
  • May combine two claims.

    Premisecitation
    § Table I ( continued ) · p. 5

    In the 2006 Norwegian study, having a partner increased exhaustion, depersonalisation, and decreased accomplishment.

    “Having partner increased exhaustion, depersonalisation and decreased accomplishment.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [2006]

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation
    § Table I ( continued ) · p. 6

    In Euwema et al. (2004), sex and marital status showed no significance.

    “Sex and marital status showed no significance.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Euwema et al. (2004) source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation
    § Table I ( continued ) · p. 8

    In Martinussen et al. (2007), exhaustion was the only burnout dimension that showed a significant relationship with age.

    “Exhaustion was the only burnout dimension that showed a significant relationship with age.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Martinussen et al. (2007) source
  • May combine two claims.

    Premisecitation
    § Table I ( continued ) · p. 5

    In Burke and Mikkelsen (2006), being men and having greater cognitive demands, social support, and sense of community increased professional efficacy among Norwegian police officers.

    “Being men and having greater cognitive demands, social support and sense of community increased professional efficacy.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Burke and Mikkelsen (2006) source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation
    § Table I ( continued ) · p. 8

    In Martinussen et al. (2007), regarding cynicism, leadership, autonomy, and social support showed negative correlations.

    “Regarding cynicism, leadership, autonomy and social support showed negative correlations.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Martinussen et al. (2007) source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation
    § Table I ( continued ) · p. 7

    In Hills and Norvell (1991), neuroticism was significant and positively associated with EE.

    “Neuroticism was significant and positively associated with EE.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Hills and Norvell (1991) source
  • May combine two claims.

    Premisecitation
    § Table I ( continued ) · p. 5

    In Brady (2017), low organisational support, feeling overwhelmed, and frequent indirect exposure to crimes against children were positively correlated with burnout among Internet Crimes Against Children personnel.

    “Low organisational support, feeling overwhelmed and frequent indirect exposure to crimes against children were positively correlated with burnout.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Brady (2017) source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation
    § Table I ( continued ) · p. 8

    In Martinussen et al. (2007), public interaction was not associated with burnout.

    “Public interaction were not associated with burnout.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Martinussen et al. (2007) source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation
    § Table I ( continued ) · p. 5

    In Dudek et al. (2001), active coping style was only negatively associated with DP.

    “Active coping style was only negatively associated with DP”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Dudek et al. (2001)

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation
    § Table I ( continued ) · p. 7

    In Hu et al. (2016), job demands and guanxi exchange were positively associated with burnout.

    “Job demands and guanxi exchange were positively associaed with burnout.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Hu et al. (2016)

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S3 (load-bearing). The quote only partly states this claim.

    Premisecitation
    § Table I ( continued ) · p. 7

    In Hu et al. (2016), task resources was negatively associated with burnout.

    “Task resources was negatively associated with burnout.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Hu et al. (2016)

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Premisecitation
    § Table I ( continued ) · p. 5

    In Dudek et al. (2001), sense of control significantly increased exhaustion and depersonalisation and decreased personal accomplishment.

    “Sense of control was significantly increased exhaustion, depersonalisation and decreased personal accomplishment.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Dudek et al. (2001)

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Premisecitation
    § Table I ( continued ) · p. 7

    In Hu et al. (2017), increased exposure to job demands and job resources was associated with an increase and a decrease in burnout, respectively.

    “Increased exposure to job demands and job resources was associated with an increase and a decrease in burnout, respectively;”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Hu et al. (2017)

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation
    § Table I ( continued ) · p. 6

    In Euwema et al. (2004), avoidance coping style increased burnout, and job tenure decreased it.

    “Avoidance coping style increased burnout, and job tenure decreased it.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Euwema et al. (2004) source
  • May combine two claims.

    Premisecitation
    § Table I ( continued ) · p. 5

    In the 2006 Norwegian study, being older and having more years of service decreased personal accomplishment.

    “Being older and having more years of service decreased personal accomplishment.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [2006]

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation
    § Table I ( continued ) · p. 7

    In Hills and Norvell (1991), from the independent variables (Perceived stress scale, Daily hassles scale, Police stress scale) only perceived stress scale was associated with increased burnout.

    “From the independent variables (Perceived stress scale, Daily hassles scale, Police stress scale) only perceived stress scale was associated with increased burnout.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Hills and Norvell (1991) source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation
    § Table I ( continued ) · p. 8

    In Mella and Boutin (2013), age and marital status showed no association with burnout.

    “Age and marital status showed no association with burnout.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Mella and Boutin (2013)

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation
    § Table I ( continued ) · p. 8

    In Medina (2007), autonomy and social support were positively correlated with professional efficacy.

    “Autonomy and social support were positively correlated with professional efficacy.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Medina (2007)

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S3 (load-bearing). The quote only partly states this claim.

    Premisecitation
    § Table I ( continued ) · p. 9

    In Thomas (2021), perceived organisational and co-worker support was negatively related to burnout.

    “Perceived organisational and co-worker support was negatively related to burnout.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Thomas (2021)

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S3 (load-bearing). The quote only partly states this claim.

    Premisecitation
    § Table I ( continued ) · p. 9

    In Thomas (2021), only emotion regulation showed a significant negative effect in DP.

    “Only emotion regulation showed a significant negative effect in DP”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Thomas (2021)

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation
    § Table I ( continued ) · p. 8

    In Medina (2007), age was related to exhaustion and personal accomplishment.

    “Age was related to exhaustion and personal accomplishment.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Medina (2007)

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims. The quote only partly states this claim.

    Premisecitation
    § Table I ( continued ) · p. 9

    In Thomas (2021), being older, woman, and African-American were negatively associated with burnout.

    “Being older, woman and African- American were negatively associated with burnout.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Thomas (2021)

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S1 (asserted), S3 (load-bearing), S4 (based). The quote only partly states this claim.

    Premisecitation
    § Table I ( continued ) · p. 9

    In Thomas (2021), only others appraisal, use of emotions, and emotions regulation showed a positive effect in PA.

    “Only others appraisal, use of emotions and emotions regulation showed a positive effect in PA”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Thomas (2021)

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation
    § Table I ( continued ) · p. 8

    In Medina (2007), race was only related to depersonalisation.

    “Race was only related to depersonalisation.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Medina (2007)

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Premisecitation
    § Table I ( continued ) · p. 8

    In Medina (2007), 16 Personality factors: Warmth, emotional stability, social boldness, openness to change were negatively related with EE and DP; Vigilance, apprehension, self-reliance, and tension were positively related to EE and DP (with exception of apprehension).

    “16 Personality factors: Warmth; emotional stability; social boldness; openness to change; were negatively related with EE and DP; Vigilance, apprehension, self-reliance and tension were positively related to EE and DP (with exception of apprehension).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Medina (2007)

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Premisecitation
    § Table I ( continued ) · p. 8

    In Mella and Boutin (2013), seeking social support and not avoiding organisational or operational stressors increased PA.

    “Seeking social support and not avoiding organisational or operational stressors, increased PA”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Mella and Boutin (2013)

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation
    § Table I ( continued ) · p. 9

    In Mostert and Rothmann (2006), age and sex were not associated with burnout.

    “Age and sex were not associated with burnout.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Mostert and Rothmann (2006) source
  • Probably not a substantial claim: may not pass S3 (load-bearing). The quote only partly states this claim.

    Premisecitation
    § Table I ( continued ) · p. 9

    In Thomas (2021), years of service showed a positive association with burnout.

    “Years of service showed a positive association with burnout.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Thomas (2021)

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S1 (asserted), S3 (load-bearing), S4 (based). May combine two claims. The quote only partly states this claim.

    Premisecitation
    § Table I ( continued ) · p. 9

    In Thomas (2021), marital status, educational level, and employment status were not associated with burnout.

    “Marital status, educational level, employment status were not associated with burnout.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Thomas (2021)

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation
    § Table I ( continued ) · p. 8

    In Medina (2007), sex, education, marital status, and shift hours were not associated with burnout.

    “Sex, education, marital status and shift hours were notassociated with burnout.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Medina (2007)

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S1 (asserted), S3 (load-bearing), S4 (based). The quote only partly states this claim.

    Premisecitation
    § Table I ( continued ) · p. 9

    In Thomas (2021), the absence of formal debriefing was associated with increased burnout.

    “The abscence of formal debriefing was associated with increased burnout.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Thomas (2021)

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductcitation
    § 3.2. Organisational factors · p. 10

    No distinction was made as to which type of work shift is more prejudicial to professional efficacy.

    “In one study, working continuous shifts was associated with lower professional effi­ cacy, although, no distinction was made as to which type of work shift is more prejudicial to professional efficacy (Burke and Mikkelsen, 2006).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Burke and Mikkelsen, 2006 source
  • May combine two claims.

    Interpretationcitation
    § 4.2. Comparison with the literature · p. 12

    Age can be confounded with work experience, resulting in a survival bias whereby early career workers reporting higher burnout levels are more inclined to leave their job, leaving a cohort of older workers that, by staying in the job, have likely shown a greater ability to adapt to burnout and are therefore more likely to report lower burnout levels.

    “This should be interpreted with caution as age can be confounded with work experience, resulting in a survival bias whereby early career workers reporting higher burnout levels are more inclined to leave their job, leaving a cohort of older workers that, by staying in the job, have likely shown a greater ability to adapt to burnout and are therefore more likely to report lower burnout level”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Maslach et al., 2001 source
  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationnone given
    § 4.3. Strengths and limitations · p. 13

    This is the first systematic review examining the risk and protective factors of burnout in police officers.

    “To the best of our knowledge, this is the first systematic review examining the risk and protective factors of burnout in police officers.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductreasoning
    § 4.3. Strengths and limitations · p. 13

    Although four of the most used databases were searched, there may have been articles published elsewhere that were not captured.

    “Lastly, although four of the most used databases were searched for eligible articles, there may have been articles published elsewhere which may not have been captured in this search.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Study design and conductnone given
    § 4.3. Strengths and limitations · p. 13

    The samples included in the review covered a wide range of police officers, from specific police branches to general police forces, excluding recruits or those in training.

    “The samples included in this review covered a wide range of police officers, from specific police branches to general police forces, excluding those who were considered recruits or in training.”
    Quote in the paperNot a substantial claim
92 of 92
  • The paper relies on this without support.

    The specific factors that may influence burnout levels in police officers are not yet clear.

    “The specific factors that may influence burnout levels in police officers are not yet clear.”
1 of 1

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

Each contradiction between two passages listed here was confirmed by an independent check.

  • Chronic job-demand finding reverses between table and text

    Major

    The table says chronic exposure to high and low job demands was associated with increased burnout, while the results narrative says chronic high or low demands were not associated with burnout.

  • Basinska study's female count and percentage disagree

    Minor

    The table lists 29 women among 169 participants. That is 17.16%, rather than the reported 15%.

    Reported 15 · recomputed 17.159763

  • Smoktunowicz sex counts do not add to the sample size

    Minor

    The reported counts of 124 women and 483 men total 607, whereas the table gives this study's sample size as 625.

    Reported 625 · recomputed 607

3 of 3

Cites

Flagged first, then by citations

Research works printed but not linked: 3

  1. Bawa, 2011, Occupational stress and burnout among police officers, Indian J. Community Psychol., 7, 362
  2. Dudek, 2001, Sense of personal control and the level of occupational stress and related effects [Article], Med. Pr., 52, 451
  3. Popay, 2006, 1(1), b92

Cited by

Sorted by citations

Authors
Alves, L., Abreo, L., Petkari, E., & Pinto da Costa, M.
Affiliations
  • Universidade do Porto (PT)
  • South London and Maudsley NHS Foundation Trust (GB)
  • Universidad Internacional de La Rioja (ES)
Venue
Journal of Affective Disorders
Publisher
Elsevier BV
Published
2023-07
Volume
332
Pages
283-298
ISSN
0165-0327 (ISSN-L)
OpenAlex
W4360943435
Cited by
50
References
75
Citations by year
2026: 20 · 2025: 17 · 2024: 9 · 2023: 4
FWCI
2.56
Type
journal article
Language
en
Open access
Locations
  • Journal of Affective Disorders (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • Re-Unir (International University of La Rioja) (submittedVersion, other-oa)
Topics
  • Social Sciences › Psychology › Social Psychology › Stress and Burnout Research
  • Health Sciences › Health Professions › Occupational Therapy › Occupational Health and Burnout
  • Social Sciences › Political Science and International Relations › Policing Practices and Perceptions
Keywords
burnout, police officers, occupational stress, psychosocial risk factors, protective factors, organizational factors, operational factors, personality traits, coping strategies, sociodemographic factors, police mental health
MeSH terms
Adaptation, Psychological, Burnout, Professional, Cross-Sectional Studies, Humans, Police, Protective Factors

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-20.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-20.

Cited sources are checked by gpt-6-sol.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

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