Sleep and mental health in recruit paramedics: a 6-month longitudinal study
Open accessAbstract
Study Objectives: To explore potential relationships and longitudinal changes in sleep and mental health in recruit paramedics over the first 6 months of work, and whether sleep disturbances pre-emergency work predict future mental health outcomes. Methods: Participants (N = 101, 52% female, Mage = 26 years) completed questionnaires prior to (baseline), and after 6 months of emergency work to assess for symptoms of insomnia, obstructive sleep apnea, post-traumatic stress disorder (PTSD), depression, anxiety, and trauma exposure. At each timepoint, participants also completed a sleep diary and wore an actigraph for 14 days to assess sleep patterns. Correlations between baseline sleep and mental health were conducted and changes in these variables across timepoints were examined using linear mixed models. Hierarchical regressions assessed whether sleep at baseline predicted mental health at follow-up. Results: Insomnia and depression symptoms, and total sleep time increased while sleep onset latency decreased across the first 6 months of emergency work. Participants experienced an average of 1 potentially traumatic event during the 6-month period. Baseline insomnia predicted increased depression symptoms at the 6-month follow-up, while baseline wake after sleep onset predicted follow-up PTSD symptoms. Conclusion: Results highlight an increase in insomnia and depression across the initial months of emergency work, while sleep disturbances before emergency work were identified as potential risk factors for the development of depression and PTSD among paramedics in their early career. Screening and early interventions targeting poor sleep at the beginning of emergency employment may assist in reducing the risk of future mental health outcomes in this high-risk occupation.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Paramedics are reported to have poor levels of physical health with an increased risk of shift work disorder, chronic illness, cardiovascular conditions and hypertension, and obesity and cancer.
“Paramedics are reported to have poor levels of physical health with an increased risk of shift work disorder (Barth et al., 2022; Nguyen et al., 2023; Pallesen et al., 2010), chronic illness, cardiovascular conditions and hypertension (MacQuarrie et al., 2018; Torquati, et al., 2018), and obesity and cancer (Gan et al., 2018; Pahwa, Labr che, & Demers, 2018).”
From Understanding the Occupational Factors that Influence Paramedic Health and Wellbeing (2024) · cites this paper as Nguyen et al., 2023
Nguyen et al. is cited for the increased risk of shift work disorder, not for the other physical conditions, which have separate citations. The Introduction reports poor sleep among shift-working paramedics and higher rates of insomnia and other sleep disorders, but it does not establish an increased risk of shift work disorder specifically. No page number is available in our copy. (LLM, conf=0.82)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
A guideline of selecting and reporting intraclass correlation coefficients for reliability research
Koo, T. K., & Li, M. Y. (2016) · Journal of Chiropractic Medicine · doi:10.1016/j.jcm.2016.02.012 · Cited by 29,639 · see citing works
Information bias in health research: definition, pitfalls, and adjustment methods
Althubaiti, A. (2016) · Journal of Multidisciplinary Healthcare · doi:10.2147/jmdh.s104807 · Cited by 3,018 · see citing works
Bovin, M. J., Marx, B. P., Weathers, F. W., Gallagher, M. W., Rodriguez, P., Schnurr, P. P., & Keane, T. M. (2016) · Psychological Assessment · doi:10.1037/pas0000254 · Cited by 2,532 · cited 2× · see citing works
“Higher scores on the PCL-5 are indicative of greater PTSD severity, with scores ≥ 33 indicative of probable PTSD [49].”
BackgroundResultBerger, W., Coutinho, E. S. F., Figueira, I., Marques-Portella, C., Luz, M. P., Neylan, T. C., Marmar, C. R., & Mendlowicz, M. V. (2012) · Social Psychiatry and Psychiatric Epidemiology · doi:10.1007/s00127-011-0408-2 · Cited by 712 · see citing works
Sen, S., Kranzler, H. R., Krystal, J. H., Speller, H., Chan, G., Gelernter, J., & Guille, C. (2010) · Archives of General Psychiatry · doi:10.1001/archgenpsychiatry.2010.41 · Cited by 411 · see citing works
Gehrman, P., Seelig, A. D., Jacobson, I. G., Boyko, E. J., Hooper, T. I., Gackstetter, G. D., Ulmer, C. S., Smith, T. C., & Millennium Cohort Study Team (2013) · Sleep · doi:10.5665/sleep.2798 · Cited by 339 · see citing works
Fernandez-Mendoza, J., Calhoun, S. L., Bixler, E. O., Karataraki, M., Liao, D., Vela-Bueno, A., Jose Ramos-Platon, M., Sauder, K. A., Basta, M., & Vgontzas, A. N. (2011) · Psychosomatic Medicine · doi:10.1097/psy.0b013e3181fe365a · Cited by 261 · see citing works
Sleep and REM sleep disturbance in the pathophysiology of PTSD: the role of extinction memory
Pace-Schott, E. F., Germain, A., & Milad, M. R. (2015) · Biology of Mood & Anxiety Disorders · doi:10.1186/s13587-015-0018-9 · Cited by 255 · see citing works
A prospective study of predictors of depression symptoms in police
Wang, Z., Inslicht, S. S., Metzler, T. J., Henn-Haase, C., McCaslin, S. E., Tong, H., Neylan, T. C., & Marmar, C. R. (2010) · Psychiatry Research · doi:10.1016/j.psychres.2008.11.010 · Cited by 182 · see citing works
Fjeldheim, C. B., Nöthling, J., Pretorius, K., Basson, M., Ganasen, K., Heneke, R., Cloete, K. J., & Seedat, S. (2014) · BMC Emergency Medicine · doi:10.1186/1471-227x-14-11 · Cited by 142 · see citing works
Co‐morbid <scp>OSA</scp> and insomnia increases depression prevalence and severity in men
Lang, C. J., Appleton, S. L., Vakulin, A., McEvoy, R. D., Wittert, G. A., Martin, S. A., Catcheside, P. G., Antic, N. A., Lack, L., & Adams, R. J. (2017) · Respirology · doi:10.1111/resp.13064 · Cited by 111 · see citing works
Treating insomnia in depression: insomnia related factors predict long-term depression trajectories
Bei, B., Asarnow, L. D., Krystal, A., Edinger, J. D., Buysse, D. J., & Manber, R. (2018) · Journal of Consulting and Clinical Psychology · doi:10.1037/ccp0000282 · Cited by 71 · see citing works
Sleep and PTSD in the Military Forces: A Reciprocal Relationship and a Psychiatric Approach
Saguin, E., Gomez-Merino, D., Sauvet, F., Leger, D., & Chennaoui, M. (2021) · Brain Sciences · doi:10.3390/brainsci11101310 · Cited by 50 · see citing works
Occupational screening for sleep disorders in 12-h shift nurses using the Berlin Questionnaire
Geiger-Brown, J., Rogers, V. E., Han, K., Trinkoff, A., Bausell, R. B., & Scharf, S. M. (2013) · Sleep And Breathing · doi:10.1007/s11325-012-0705-3 · Cited by 40 · see citing works
Blau, G. (2011) · Career Development International · doi:10.1108/13620431111140147 · Cited by 16 · cited 1× · see citing works
“Together, these sleep and mental health disturbances generate significant health and economic costs [9, 10] and contribute to high turnover among emergency service personnel [11, 12].”
Background
Flagged first, then by citations
Research works printed but not linked: 75
- [1]Bennett P, et al. Levels of mental health problems among UK emergency ambulance workers. Emerg Med J. 2004; 21(2): 235– 236. doi: 10.1136/emj.2003.005645. 14988360 PMC1726283 · DOI
- [2]Courtney JA, et al. Caring for the carers: fatigue, sleep, and mental health in Australian paramedic shiftworkers. Aust N Z J Org Psychol. 2012; 3: 32– 41. doi: 10.1375/AJOP.3.1.32. · DOI
- [4]Barger LK, et al.; Harvard Work Hours Health and Safety Group. Common sleep disorders increase risk of motor vehicle crashes and adverse health outcomes in firefighters. J Clin Sleep Med. 2015; 11(3): 233– 240. doi: 10.5664/jcsm.4534. 25580602 PMC4346644 · DOI
- [5]Shriane AE, et al. Sleep hygiene in paramedics: what do they know and what do they do? Sleep Health. 2020; 6(3): 321– 329. doi: 10.1016/j.sleh.2020.04.001. 32507492 · DOI
- [6]Pirrallo RG, et al. The prevalence of sleep problems in emergency medical technicians. Sleep Breath. 2012; 16(1): 149– 162. doi: 10.1007/s11325-010-0467-8. 21210230 · DOI
- [7]Khan WAA, et al. The relationship between shift-work, sleep, and mental health among paramedics in Australia. Sleep Health. 2020; 6(3): 330– 337. doi: 10.1016/j.sleh.2019.12.002. 32223969 · DOI · Paper page
- [10]Vincent GE, et al. The cost of inadequate sleep among on-call workers in australia: a workplace perspective. Int J Environ Res Public Health. 2018; 15(3): 398. doi: 10.3390/ijerph15030398. 29495371 PMC5876943 · DOI
- [12]Lipman S, Gilkes G, Hanson A. Staff wellbeing: a matter for quality indicators or a concern in its own right? J Paramed Pract. 2021; 13(4): 152– 164. doi: 10.12968/jpar.2021.13.4.152. · DOI
- [13]Angehrn A, et al. Sleep quality and mental disorder symptoms among Canadian public safety personnel. Int J Environ Res Public Health. 2020; 17(8): 2708. doi: 10.3390/ijerph17082708. 32326489 PMC7215514 · DOI
- [14]Halpern J, et al. Identifying risk of emotional sequelae after critical incidents. Emerg Med J. 2011; 28(1): 51– 56. doi: 10.1136/emj.2009.082982. 20511635 · DOI
- [15]Choi MY. Mental and physical factors influencing wellbeing among South Korean emergency workers. Int J Environ Res Public Health. 2020; 18(1): 70. doi: 10.3390/ijerph18010070. 33374138 PMC7795396 · DOI
- [16]Lammers-van der Holst HM, et al. Are individuals’ nighttime sleep characteristics prior to shift-work exposure predictive for parameters of daytime sleep after commencing shift work? Chronobiol Int. 2006; 23(6): 1217– 1227. doi: 10.1080/07420520601058005. 17190707 · DOI
- [17]Brown M, et al. The impact of shift patterns on junior doctors’ perceptions of fatigue, training, work/life balance and the role of social support. Qual Saf Health Care. 2010; 19(6): e36. doi: 10.1136/qshc.2008.030734. PMC3002836 21127102 · DOI
- [18]Ortiz J. New graduate nurses’ experiences about lack of professional confidence. Nurse Educ Pract. 2016; 19: 19– 24. doi: 10.1016/j.nepr.2016.04.001. 27428687 · DOI
- [20]Meadley B, et al. Cardiometabolic, dietary and physical health in graduate paramedics during the first 12-months of practice - a longitudinal study. Prehosp Emerg Care. 2021; 26(4): 524– 536. doi: 10.1080/10903127.2021.1949081. 34232788 · DOI · Paper page
- [22]Kalmbach DA, et al. Sleep disturbance and short sleep as risk factors for depression and perceived medical errors in first-year residents. Sleep. 2017; 40(3): zsw073. doi: 10.1093/sleep/zsw073. 28369654 PMC6084763 · DOI
- [23]Fang Y, et al. Day-to-day variability in sleep parameters and depression risk: a prospective cohort study of training physicians. NPJ Digital Med. 2021; 4(1): 28. doi: 10.1038/s41746-021-00400-z. PMC7892862 33603132 · DOI
- [24]Betson JR, Kirkcaldie MTK, Zosky GR, Ross RM. Transition to shift work: Sleep patterns, activity levels, and physiological health of early-career paramedics. Sleep Health. 2022; 8(5): 514– 520. doi: 10.1016/j.sleh.2022.06.001. 35907709 · DOI · Paper page
- [25]Harris R, et al. Mental health risk factors for shift work disorder in paramedics: a longitudinal study. Sleep Health. 2023; 9(1): 49– 55. doi: 10.1016/j.sleh.2022.09.009. 36400678 · DOI
- [26]Wild J, et al. A prospective study of pre-trauma risk factors for post-traumatic stress disorder and depression. Psychol Med. 2016; 46(12): 2571– 2582. doi: 10.1017/S0033291716000532. 27348599 PMC4988264 · DOI
- [28]Wang HE, et al. Pre-deployment insomnia is associated with post-deployment post-traumatic stress disorder and suicidal ideation in US Army soldiers. Sleep. 2019; 42(2): zsy229. doi: 10.1093/sleep/zsy229. 30508139 PMC6369721 · DOI
- [29]Slaven JE, et al. Association of sleep quality with depression in Police Officers. Int J Emerg Ment Health. 2011; 13(4): 267– 277. 22900460
- [30]Peterson SA, et al. Associations between shift work characteristics, shift work schedules, sleep and burnout in North American police officers: a cross-sectional study. BMJ Open. 2019; 9(11): e030302e030302. doi: 10.1136/bmjopen-2019-030302. PMC6924705 31791964 · DOI
- [31]Harris PA, et al. Research electronic data capture (REDCap)—a metadata-driven methodology and workflow process for providing translational research informatics support. J Biomed Inform. 2009; 42(2): 377– 381. doi: 10.1016/j.jbi.2008.08.010. 18929686 PMC2700030 · DOI · Paper page
- [32]Netzer NC, et al. Using the Berlin questionnaire to identify patients at risk for the sleep apnea syndrome. Ann Intern Med. 1999; 131(7): 485– 491. doi: 10.7326/0003-4819-131-7-199910050-00002. 10507956 · DOI · Paper page
- [33]Morin CM, et al. The Insomnia Severity Index: psychometric indicators to detect insomnia cases and evaluate treatment response. Sleep. 2011; 34(5): 601– 608. doi: 10.1093/sleep/34.5.601. 21532953 PMC3079939 · DOI · Paper page
- [35]Kanady JC, et al. Actigraphic assessment of a polysomnographic-recorded nap: a validation study. J Sleep Res. 2011; 20(1 Pt 2): 214– 222. doi: 10.1111/j.1365-2869.2010.00858.x. 20626612 · DOI
- [36]Kushida CA, et al. Comparison of actigraphic, polysomnographic, and subjective assessment of sleep parameters in sleep-disordered patients. Sleep Med. 2001; 2(5): 389– 396. doi: 10.1016/s1389-9457(00)00098-8. 14592388 · DOI
- [37]Straus LD, et al. Sleep variability in military-related PTSD: a comparison to primary insomnia and healthy controls. J Trauma Stress. 2015; 28(1): 8– 16. doi: 10.1002/jts.21982. 25630526 PMC6037304 · DOI
- [38]Baek J, et al. Sleep diary- and actigraphy-derived sleep parameters of 8-hour fast-rotating shift work nurses: a prospective descriptive study. Int J Nurs Stud. 2020; 112: 103719. doi: 10.1016/j.ijnurstu.2020.103719. 32807562 · DOI
- [39]Hamill K, et al. Validity, potential clinical utility and comparison of a consumer activity tracker and a research-grade activity tracker in insomnia disorder II: outside the laboratory. J Sleep Res. 2020; 29(1): e12944. doi: 10.1111/jsr.12944. 31680327 · DOI
- [40]Mascaro L, et al. Diurnal rhythm robustness in individuals with PTSD and insomnia and the association with sleep. J Biol Rhythms. 2021; 36(2): 185– 195. doi: 10.1177/0748730420984563. 33472513 PMC8794268 · DOI
- [41]Walters EM, et al. The impact of prolonged exposure on sleep and enhancing treatment outcomes with evidence-based sleep interventions: a pilot study. Psychol Trauma. 2020; 12(2): 175– 185. doi: 10.1037/tra0000478. 31246050 PMC6933112 · DOI
- [42]Walters EM, et al. Sleep and wake are shared and transmitted between individuals with insomnia and their bed-sharing partners. Sleep. 2020; 43(1): zsz206. doi: 10.1093/sleep/zsz206. 31553049 · DOI
- [43]Aili K, et al. Reliability of actigraphy and subjective sleep measurements in adults: the design of sleep assessments. J Clin Sleep Med. 2017; 13(1): 39– 47. doi: 10.5664/jcsm.6384. 27707448 PMC5181612 · DOI
- [44]Delaney LJ, et al. The feasibility and reliability of actigraphy to monitor sleep in intensive care patients: an observational study. Crit Care. 2021; 25(1): 42. doi: 10.1186/s13054-020-03447-8. 33514414 PMC7844945 · DOI
- [46]Souza L, et al. Further validation of actigraphy for sleep studies. Sleep. 2003; 26(1): 81– 85. doi: 10.1093/sleep/26.1.81. 12627737 · DOI
- [47]Gray MJ, et al. Psychometric properties of the life events checklist. Assessment. 2004; 11(4): 330– 341. doi: 10.1177/1073191104269954. 15486169 · DOI
- [50]Kroenke K, et al. The Patient Health Questionnaire somatic, anxiety, and depressive symptom scales: a systematic review. Gen Hosp Psychiatry. 2010; 32(4): 345– 359. doi: 10.1016/j.genhosppsych.2010.03.006. 20633738 · DOI · Paper page
- [51]Spitzer RL, et al. A brief measure for assessing generalized anxiety disorder. Arch Intern Med. 2006; 166: 1092– 1097. doi: 10.1001/archinte.166.10.1092. 16717171 · DOI · Paper page
- [52]Bush K, et al. The AUDIT alcohol consumption questions (AUDIT-C): an effective brief screening test for problem drinking. Arch Intern Med. 1998; 158(16): 1789– 1795. doi: 10.1001/archinte.158.16.1789. 9738608 · DOI · Paper page
- [53]Lee S, et al. What is the proper way to apply the multiple comparison test? Korean J Anesthesiol. 2018; 71(5): 353– 360. doi: 10.4097/kja.d.18.00242. 30157585 PMC6193594 · DOI
- [55]Mysliwiec V, et al. Sleep disorders and associated medical comorbidities in active duty military personnel. Sleep. 2013; 36(2): 167– 174. doi: 10.5665/sleep.2364. 23372263 PMC3543057 · DOI
- [56]Hartley T, et al. PTSD symptoms among police officers: associations with frequency, recency, and types of traumatic events. Int J Emerg Ment Health. 2013; 15(4): 241– 253. 24707587 PMC4734407
- [57]Buysse DJ, et al. Prevalence, course, and comorbidity of insomnia and depression in young adults. Sleep. 2008; 31(4): 473– 480. doi: 10.1093/sleep/31.4.473. 18457234 PMC2279748 · DOI
- [58]Ohayon M, et al. National Sleep Foundation’s sleep quality recommendations: first report. Sleep Health. 2017; 3(1): 6– 19. doi: 10.1016/j.sleh.2016.11.006. 28346153 · DOI · Paper page
- [60]Rudman A, et al. Consequences of early career nurse burnout: a prospective long-term follow-up on cognitive functions, depressive symptoms, and insomnia. EClinicalMedicine. 2020; 27: 100565. doi: 10.1016/j.eclinm.2020.100565. 33150328 PMC7599295 · DOI
- [61]Koffel E, et al. Pre-deployment daytime and nighttime sleep complaints as predictors of post-deployment PTSD and depression in National Guard troops. J Anxiety Disord. 2013; 27(5): 512– 519. doi: 10.1016/j.janxdis.2013.07.003. 23939336 · DOI
- [62]van Liempt S, et al. Impact of impaired sleep on the development of PTSD symptoms in combat veterans: a prospective longitudinal cohort study. Depress Anxiety. 2013; 30(5): 469– 474. doi: 10.1002/da.22054. 23389990 · DOI · Paper page
- [63]Chen D, et al. Predictors of the initiation of shift work disorder among Chinese intern nurses: a prospective study. Sleep Med. 2020; 68: 199– 206. doi: 10.1016/j.sleep.2019.11.1263. 32062588 · DOI
- [64]Shi X, et al. Sleep reactivity and depressive symptoms among Chinese female student nurses: a longitudinal mediation analysis. Front Psychiatry. 2021; 12: 748064. doi: 10.3389/fpsyt.2021.748064. 34658979 PMC8511416 · DOI
- [65]Watson NF, et al.; Consensus Conference Panel. Joint Consensus Statement of the American Academy of Sleep Medicine and Sleep Research Society on the recommended amount of sleep for a healthy adult: methodology and discussion. Sleep. 2015; 38(8): 1161– 1183. doi: 10.5665/sleep.4886. 26194576 PMC4507722 · DOI · Paper page
- [66]McGillis Z, et al. Sleep quantity and quality of Ontario Wildland firefighters across a low-hazard fire season. J Occup Environ Med. 2017; 59(12): 1188– 1196. doi: 10.1097/JOM.0000000000001175. 29216017 PMC5732643 · DOI
- [67]Smith MT, et al. Use of actigraphy for the evaluation of sleep disorders and circadian rhythm sleep-wake disorders: an American Academy of Sleep Medicine systematic review, meta-analysis, and GRADE assessment. J Clin Sleep Med. 2018; 14(7): 1209– 1230. doi: 10.5664/jcsm.7228. 29991438 PMC6040804 · DOI
- [68]Dorrian J, et al. Sleep and errors in a group of Australian hospital nurses at work and during the commute. Appl Ergon. 2008; 39(5): 605– 613. doi: 10.1016/j.apergo.2008.01.012. 18395183 · DOI
- [69]Jeong KS, et al. Sleep assessment during shift work in Korean firefighters: a cross-sectional study. Saf Health Work. 2019; 10(3): 254– 259. doi: 10.1016/j.shaw.2019.05.003. 31497322 PMC6717904 · DOI
- [70]Niu SF, et al. Sleep quality in nurses: a randomized clinical trial of day and night shift workers. Biol Res Nurs. 2013; 15(3): 273– 279. doi: 10.1177/1099800412439459. 22472904 · DOI
- [72]Carney CE, et al. Cognitive behavioral insomnia therapy for those with insomnia and depression: a randomized controlled clinical trial. Sleep. 2017; 40(4): zsx019. doi: 10.1093/sleep/zsx019. 28199710 PMC5806549 · DOI
- [73]Jansson-Frojmark M, et al. Cognitive behavioural therapy for insomnia for patients with co-morbid generalized anxiety disorder: an open trial on clinical outcomes and putative mechanisms. Behav Cogn Psychother. 2021; 49(5): 540– 555. doi: 10.1017/S1352465821000023. 33504410 · DOI
- [74]Acheson DT, et al. Sleep disturbance at pre-deployment is a significant predictor of post-deployment re-experiencing symptoms. Eur J Psychotraumatol. 2019; 10(1): 1679964. doi: 10.1080/20008198.2019.1679964. 31723377 PMC6830277 · DOI
- [75]Bastien CH, et al. Validation of the Insomnia Severity Index as an outcome measure for insomnia research. Sleep Med. 2001; 2(4): 297– 307. doi: 10.1016/s1389-9457(00)00065-4. 11438246 · DOI · Paper page
- [76]Marshall AJ, et al. Fear conditioning, safety learning, and sleep in humans. J Neurosci. 2014; 34(35): 11754– 11760. doi: 10.1523/JNEUROSCI.0478-14.2014. 25164670 PMC6608408 · DOI
- [79]Straus LD, et al. Sleep deprivation disrupts recall of conditioned fear extinction. Biol Psychiatry Cogn Neurosci Neuroimaging. 2017; 2(2): 123– 129. doi: 10.1016/j.bpsc.2016.05.004. 28758152 PMC5526630 · DOI
- [80]Edwards C, et al. Obstructive sleep apnea and depression: a systematic review and meta-analysis. Maturitas. 2020; 142: 45– 54. doi: 10.1016/j.maturitas.2020.06.002. 33158487 · DOI
- [81]Zhang MM, et al. Sleep disorders and non-sleep circadian disorders predict depression: a systematic review and meta-analysis of longitudinal studies. Neurosci Biobehav Rev. 2022; 134: 104532. doi: 10.1016/j.neubiorev.2022.104532. 35041878 · DOI
- [82]Wolkow AP, et al. Associations between sleep disturbances, mental health outcomes and burnout in firefighters, and the mediating role of sleep during overnight work: a cross-sectional study. J Sleep Res. 2019: e12869. doi: 10.1111/jsr.12869. 31131535 PMC7433311 · DOI
- [83]Rajaratnam SM, et al. Sleep disorders, health, and safety in police officers. JAMA 2011; 306: 2567– 2578. doi: 10.1001/jama.2011.1851. 22187276 · DOI · Paper page
- [84]Punjabi NM. The epidemiology of adult obstructive sleep apnea. Proc Am Thorac Soc. 2008; 5(2): 136– 143. doi: 10.1513/pats.200709-155MG. 18250205 PMC2645248 · DOI · Paper page
- [88]Sweetman A, et al. Prevalence and associations of co-morbid insomnia and sleep apnoea in an Australian population-based sample. Sleep Med. 2021; 82: 9– 17. doi: 10.1016/j.sleep.2021.03.023. 33873104 · DOI
- [90]Brewin C, et al. Meta-analysis of risk factors for posttraumatic stress disorder in trauma-exposed adults. J Consult Clin Psychol. 2000; 68: 748– 766. doi: 10.1037//0022-006x.68.5.748. 11068961 · DOI
- [91]Inslicht SS, et al. Cortisol awakening response prospectively predicts peritraumatic and acute stress reactions in police officers. Biol Psychiatry. 2011; 70(11): 1055– 1062. doi: 10.1016/j.biopsych.2011.06.030. 21906725 PMC3225122 · DOI
- [93]Streiner DL. Starting at the beginning: an introduction to coefficient alpha and internal consistency. J Pers Assess. 2003; 80(1): 99– 103. doi: 10.1207/S15327752JPA8001_18. 12584072 · DOI · Paper page
- [94]Ivec N, et al. Investigating first-year graduate paramedics’ reason for current work location: a cross-sectional, data linkage study. Aust J Rural Health. 2021; 29(5): 678– 687. doi: 10.1111/ajr.12786. 34490966 · DOI
- [95]Weathers FW, et al. Clinician-administered PTSD scale: a review of the first ten years of research. Depress Anxiety. 2001; 13(3): 132– 156. doi: 10.1002/da.1029. 11387733 · DOI
- [96]Magnavita N, et al. Treating anti-vax patients, a new occupational stressor-data from the 4th wave of the Prospective Study of Intensivists and COVID-19 (PSIC). Int J Environ Res Public Health. 2022; 19(10): 58891– 58813. doi: 10.3390/ijerph19105889. PMC9141091 35627425 · DOI
Cited by
Sorted by citations
Understanding the Occupational Factors that Influence Paramedic Health and Wellbeing
Betts, C., Stoneley, A., Anderson, J., & Sutton, C. (2024) · International Journal of Paramedicine · doi:10.56068/mnrg8307 · Cited by 2 · see citing works
- Authors
- Nguyen, E., Meadley, B., Harris, R., Rajaratnam, S. M. W., Williams, B., Smith, K., Bowles, K.-A., Dobbie, M. L., Drummond, S. P. A., & Wolkow, A. P.
- Affiliations
- Monash University (AU)
- Ambulance Victoria (AU)
- Corresponding author
- Wolkow, Alexander P
- ORCID
- Venue
- SLEEP
- Publisher
- Oxford University Press (OUP)
- Published
- 2023-03-02
- Volume
- 46
- Issue
- 8
- ISSN
- 0161-8105 (ISSN-L)
- 1550-9109
- PMC
- PMC10424174
- OpenAlex
- W4322757298
- Cited by
- 27
- References
- 15
- Citations by year
- 2026: 8 · 2025: 9 · 2024: 8 · 2023: 2
- FWCI
- 6.98
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- SLEEP (publishedVersion, cc-by-nc-nd)
- PubMed Central (publishedVersion, cc-by-nc-nd)
- PubMed (publishedVersion)
- Funders
- Australasian Sleep Association
- NHMRC (APP1138322)
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Sleep and related disorders
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Sleep and Work-Related Fatigue
- Social Sciences › Psychology › Clinical Psychology › COVID-19 and Mental Health
- Keywords
- paramedics, emergency medical services, mental health, insomnia, depression, post-traumatic stress disorder, sleep disorders, trauma exposure, sleep latency, total sleep time, workplace mental health, early career, risk factors
- MeSH terms
- Paramedics, Female, Humans, Sleep Initiation and Maintenance Disorders, Longitudinal Studies, Male, Mental Health, Sleep
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.
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 ›
Are you an author, or do you see a problem with this page? Request a review