Utility of Person–Environment–Occupation model in exploring sex-specific causes of work-related traumatic brain injury: a retrospective chart review

References

• Brain Injury Association of America. Brain injury overview. Available from: https://www.biausa.org/brain-injury/about-brain-injury/basics/overview
   Google Scholar
• Workplace Safety and Insurance Board. Statistical supplement to the 2009 annual report [Internet]. Toronto ON: Workplace Safety and Insurance Board. Available from: http://cawic.onefireplace.org/Resources/Documents/Workplace%20Safety%20and%20Insurance%20Board%20%28WSIB%29%202009%20Report.pdf
   Google Scholar
• Workplace Safety and Insurance Board. By the numbers: 2017 WSIB statistical report [Internet]. Toronto ON: Workplace Safety and Insurance Board. Available from: http://www.wsibstatistics.ca/images/S1_By%20The%20Numbers.pdf
   Google Scholar
• McClure RJ. Injury Prevention: where to from here? Inj Prev. 2018; 24(1):1. Feb, InternetPMID: 29374080. doi:10.1136/injuryprev-2017-042695.
   PubMedGoogle Scholar
• Sharma B, Nowrouzi-Kia B, Mollayeva T, Kontos P, Grigorovich A, Liss G, Gibson B, Mantis S, Lewko J, Colantonio A. Work-related traumatic brain injury: a brief report on workers perspective on job and health and safety training, supervision, and injury preventability. Work. 62:(2):319–25. [InternetAvailable from], 2018 Dec 31[cited 2021 Jan 18] doi:10.3233/WOR-192866.
   PubMedGoogle Scholar
• Agnafors S, Torgerson J, Rusner M, Kjellström AN. Injuries in children and adolescents with psychiatric disorders. BMC Pub Health. 20(1):1273. InternetAvailable from, 2020 Aug 24. 10.1186/s12889-020-09283-3.
   PubMedGoogle Scholar
• Mollayeva T, Sutton M, Chan V, Colantonio A, Jana S, Escobar M. Data mining to understand health status preceding traumatic brain injury affects functional outcome: a population-based sex-stratified study. Sci Rep. 101(3). InternetAvailable from, 2019 Apr 3. 10.1016/j.apmr.2020.05.017.
   Google Scholar
• Assuncao A, Abreu M. Factor associated with self-reported work-related musculoskeletal disorders in Brazilian adults. J Pub Health. 51(1). InternetAvailable from, 2017 Jun 1. 10.1590/S1518-8787.2017051000282.
   Google Scholar
• Chung YK, Park CY. The effects of injury and accidents on self-rated depression in male municipal firefighters. Saf Health Work. 2(2):158–68. InternetAvailable from, 2011 Jun 30. 10.5491/shaw.2011.2.2.158.
   PubMedGoogle Scholar
• Kim J, Choi Y. Gender differences in the longitudinal association between work-related injury and depression. Int J Env Res Pub Health. 13(11):1077. InternetAvailable from, 2016 Nov 2. doi:10.3390/ijerph13111077.
   PubMedGoogle Scholar
• Nakata A. Effects of long work hours and poor sleep characteristics on workplace injury among full-time male employees of small- and medium-scale businesses. J Sleep Res. 20(4):576–84. InternetAvailable from, 2011 Feb 7. 10.1111/j.1365-2869.2011.00910.x.
   PubMedGoogle Scholar
• Zheng L, Xiang H, Song X, Wang Z. Nonfatal unintentional injuries and related factors among male construction workers in central China. Am J Ind Med. 2010; 53(6):588–95. Jun, InternetAvailable from. doi:10.1002/ajim.20833.
   PubMed Web of Science ®Google Scholar
• Tómasson K, Gunnarsdóttir H, Rafnsdóttir G, Helgadóttir B. Correlates of probable alcohol abuse among women working in nursing homes. J Pub Health. 32(1):47–52. InternetAvailable from, 2004 Jan 1. 10.1177/14034948040320011201.
   Google Scholar
• Mollayeva T, Sharma B, Vernich L, Mantis S, Lewko J, Gibson B, Liss G, Kontos P, Grigorovich A, Colantonio A. Sleep before and after work-related concussion: sex differences in effects and functional outcomes. Work. 67(4):927–38. InternetAvailable from, 2019 Dec31. 10.3233/wor-203343.
   PubMedGoogle Scholar
• Mollayeva T, Mollayeva S, Lewko J, Colantonio A. Sex differences in work-related traumatic brain injury due to assault. Work. 54(2):415–23. InternetAvailable from, 2016 Jun 16. 10.3233/WOR-162339.
   PubMedGoogle Scholar
• Watterson A. Occupational safety and the related impacts on health and environment. Int J Env Res Pub Health. 13(10):988. InternetAvailable from, 2016 Oct 5. doi: 10.3390/ijerph13100988.
   PubMedGoogle Scholar
• International Labour Organization. World employment and social outlook: trends vol. x. Geneva: ILO; 2020. Available from https://www.ilo.org/wcmsp5/groups/public/—dgreports/—dcomm/—publ/documents/publication/wcms_734455.pdf
   Google Scholar
• Laberge M, Blanchette-Luong V, Blanchard A, Sultan-Taieb H, Riel J, Lederer V, Saint-Charles J, Chatigny C, Lefrançois M, Webb J, et al. Impacts of considering sex and gender during intervention studies in occupational health: researchers’ perspectives. Appl Erg. 82:102960. InternetAvailable from, 2019 Oct 6. 10.1016/j.apergo.2019.102960.
   PubMedGoogle Scholar
• Law M, Cooper B, Strong S, Stewart D, Rigby P, Letts L. The Person-Environment-Occupation model: a transactive approach to occupational performance. Can J Occ Ther. 63(1):9–23. InternetAvailable from, 1996 Apr 1. 10.1177/000841749606300103.
   Google Scholar
• Vandenbroucke JP, Von Elm E, Altman DG, Gøtzsche PC, Mulrow CD, Pocock SJ, Poole C, Schlesselman JJ, Egger M. Strengthening the Reporting of Observational Studies in PLoS Med (STROBE): explanation and elaboration. Epidemiology. 2007; 18(6):805–35. November, Available from. https://pubmed.ncbi.nlm.nih.gov/18049195/doi:.
   PubMed Web of Science ®Google Scholar
• Engel L, Henderson C, Fergenbaum J, Colantonio A. Medical record review conduction model for improving interrater reliability of abstracting medical-related information. Eval Health Prof. 2009; 32(3):281–98. InternetAvailable from. doi:10.1177/0163278709338561
   PubMedGoogle Scholar
• Government of Canada. National occupational classification Available from https://noc.esdc.gc.ca/.
   Google Scholar
• Mansfield ER, Helms BP. Detecting multicollinearity. Am Stat. 1982; 36(3):158–60. doi:10.1080/00031305.1982.10482818
   Web of Science ®Google Scholar
• Mundry R, Fischer J. Use of statistical programs for nonparametric tests of small samples often leads to incorrect p values: examples from animal behaviour. Anim Behav. 1998; 56(1):256–59. InternetAvailable from. doi:10.1006/anbe.1998.0756
   PubMedGoogle Scholar
• Austin PC, Steyerberg EW. Interpreting the concordance statistic of a logistic regression model: relation to the variance and odds ratio of a continuous explanatory variable. BMC Med Res Methodol. 2012; 12(1):82. InternetAvailable from. doi:10.1186/1471-2288-12-82.
   PubMedGoogle Scholar
• Akaike H. A New Look at the Statistical Model Identification. IEEE Trans Automat Contr. 1974; 19(6):716–23. InternetAvailable from. doi:10.1109/tac.1974.1100705
   Web of Science ®Google Scholar
• Somers RH. A new asymmetric measure of association for ordinal variables. Am Sociol Rev. 1962; 27(6):799. InternetAvailable from. doi:10.2307/2090408
   Web of Science ®Google Scholar
• Peduzzi P, Concato J, Kemper E, Holford TR, Feinstein AR. A simulation study of the number of events per variable in logistic regression analysis. J Clin Epidemiol. 1996; 49(12):1373–79. InternetAvailable from. 10.1016/s0895-4356(96)00236-3
   PubMed Web of Science ®Google Scholar
• SAS Institute, Cary, NC. SAS® 9.4 guide to software updates and product changes. Available at https://support.sas.com/software/94/
   Google Scholar
• Paci M, Infante-Rivard C, Marcoux J. Traumatic Brain Injury in the Workplace. Can J Neurol Sci. 2017; 44(5):518–24. Sep, Epub 2017 May 22. PMID: 28528589. doi:10.1017/cjn.2017.43.
   PubMedGoogle Scholar
• Amodio V, Bruch H, Mollayeva T, Colantonio A. Using the narratives of Ontarians with a work-related traumatic brain injury to inform injury prevention: a mixed methods approach. Work. 2017; 56(4):563–70. PMID: 28409764. doi:10.3233/WOR-172525.
   PubMedGoogle Scholar
• Tricco AC, Colantonio A, Chipman M, Liss G, McLellan B. Work-related deaths and traumatic brain injury. Brain Inj. 2006; 20(7):719–24. Jun, PMID: 16809204. doi:10.1080/02699050600664640.
   PubMed Web of Science ®Google Scholar
• Haslam C, Atkinson S, Brown S, Haslam RA. Perceptions of the impact of depression and anxiety and the medication for these conditions on safety in the workplace. Occup Environ Med. 2005; 62(8):538–45. Aug, PMID: 16046606; PMCID: PMC1741070. doi:10.1136/oem.2004.016196.
   PubMedGoogle Scholar
• Shadloo B, Motevalian A, Rahimi-Movaghar V, Amin-Esmaeili M, Sharifi V, Hajebi A, Radgoodarzi R, Hefazi M, Rahimi-Movaghar A. Psychiatric Disorders are Associated with an Increased Risk of Injuries: data from the Iranian Mental Health Survey (IranMHS). Iran J Public Health. 2016; 45(5):623–35. May, PMID: 27398335; PMCID: PMC4935706.
   PubMed Web of Science ®Google Scholar
• Huang WL, Guo YL, Chen PC, Wang J, Chu PC. Association between emotional symptoms and job demands in an Asian electronics factory. Int J Environ Res Public Health. 14(9):1085. 2017 Sep 19; PMID: 28925986; PMCID: PMC5615622. doi:10.3390/ijerph14091085.
   PubMedGoogle Scholar
• Steel Z, Marnane C, Iranpour C, Chey T, Jackson JW, Patel V, Silove D. The global prevalence of common mental disorders: a systematic review and meta-analysis 1980–2013. Int J Ep. 2014; 43(2):476–93. AprJan, [cited 2021 18], InternetAvailable from. doi:10.1093/ije/dyu038.
   PubMed Web of Science ®Google Scholar
• Spicer RS, Miller TR, Smith GS. Worker substance use, workplace problems and the risk of occupational injury: a matched case-control study. J Stud Alcohol. 2003; 64(4):570–78. Jul, PMID: 12921200. doi:10.15288/jsa.2003.64.570.
   PubMed Web of Science ®Google Scholar
• Kalliny M, McKenzie JG. Occupational Health and Sleep Issues in Underserved Populations. Prim Care. 2017; 44(1):e73–97. Mar, Epub 2017 Jan 2. PMID: 28164827. doi:10.1016/j.pop.2016.09.010.
   PubMedGoogle Scholar
• Ramos AK, Carlo G, Grant K, Trinidad N, Correa A. Stress, Depression, and Occupational Injury among Migrant Farmworkers in Nebraska. Safety (Basel). 2016; 2(4):23. Epub 2016 Oct 22. PMID: 29644237; PMCID: PMC5890806. doi:10.3390/safety2040023.
   PubMedGoogle Scholar
• Mollayeva T, Tran A, Chan V, Colantonio A, Escobar MD. Sex-specific analysis of traumatic brain injury events: applying computational and data visualization techniques to inform prevention and management. BMC Med Res Methodol. 22(1):30. 2022 Jan 30; PMID: 35094688; PMCID: PMC8802441. doi:10.1186/s12874-021-01493-6.
   PubMedGoogle Scholar
• Matei VP, Rosca AE, Pavel AN, Paun RM, Gmel G, Daeppen JB, Studer J. Risk factors and consequences of traumatic brain injury in a Swiss male population cohort. BMJ Open. 12(7):e055986. 2022 Jul 21; PMID: 35863843; PMCID: PMC9310189. doi:10.1136/bmjopen-2021-055986.
   PubMedGoogle Scholar
• Lasry O, Liu EY, Powell GA, Ruel-Laliberté J, Marcoux J, Buckeridge DL. Epidemiology of recurrent traumatic brain injury in the general population: a systematic review. Neurology. 89:(21):2198–209. [ Epub 2017 Oct 25. PMID: 29070664; PMCID: PMC5696641], 2017 Nov 21 doi:10.1212/WNL.0000000000004671.
   PubMedGoogle Scholar
• Chauhan AV, Guralnik J, dosReis S, Sorkin JD, Badjatia N, Albrecht JS. Repetitive Traumatic Brain Injury Among Older Adults. J Head Trauma Rehabil. 37(4):E242–48. 2022 Jul-Aug 1; Epub 2021 Jul 26. PMID: 34320558; PMCID: PMC8789954. doi:10.1097/HTR.0000000000000719.
   PubMedGoogle Scholar
• Bannon SM, Kumar RG, Bogner J, O’neil-Pirozzi TM, Spielman L, Watson EM, Dams-O’connor K. Reinjury after moderate to severe TBI: rates and risk factors in the NIDILRR traumatic brain injury model systems. J Head Trauma Rehabil. 36(1):E50–60. 2021 Jan-Feb 1; PMID: 32769829. doi:10.1097/HTR.0000000000000586.
   PubMedGoogle Scholar
• Kowalski-McGraw M, Green-McKenzie J, Pandalai SP, Schulte PA. Characterizing the Interrelationships of Prescription Opioid and Benzodiazepine Drugs with Worker Health and Workplace Hazards. J Occup Environ Med. 2017; 59(11):1114–26. Nov, PMID: 28930799; PMCID: PMC5675752. doi:10.1097/JOM.0000000000001154.
   PubMedGoogle Scholar
• Waltzman D, Daugherty J, Sarmiento K, Proescholdbell S. Lifetime history of traumatic brain injury with loss of consciousness and the likelihood for lifetime depression and risk behaviors: 2017 BRFSS North Carolina. J Head Trauma Rehabil. 36(1):E40–49. 2021 Jan-Feb 1; PMID: 32769836; PMCID: PMC7769859. doi:10.1097/HTR.0000000000000603.
   PubMedGoogle Scholar
• Association of Workers’ Compensation Boards of Canada (AWCBC). A national resource on workers’ compensation. 2011. Available at from http://www.awcbc.org/en/
   Google Scholar
• Lippel K. Preserving workers’ dignity in workers’ compensation systems: an international perspective. Am J Industr Med. 2012; 55(6):519–36. doi:10.1002/ajim.22022
   PubMed Web of Science ®Google Scholar
• Harrold LR, Savageau JA, Pranksy G, Benjamin K. Understanding the role of sex differences in work injuries: implications for primary care practice. Disabil Rehabil. 2008; 30(1):36–43. [cited 2021 Jan 18], InternetAvailable from. doi:10.1080/09638280701192949
   PubMed Web of Science ®Google Scholar
• Toccalino D, Colantonio A, Chan V. Update on the epidemiology of work-related traumatic brain injury: a systematic review and meta-analysis. Occup Environ Med. 2021; 78(10):769–76. Oct, Epub 2020 Dec 30. PMID: 33380517. doi:10.1136/oemed-2020-107005.
   PubMedGoogle Scholar
• Chang WR, Leclercq S, Lockhart TE, Haslam R. State of science: occupational slips, trips and falls on the same level. Ergonomics. 2016; 59(7):861–83. Jul, Epub 2016 Mar 30. PMID: 26903401; PMCID: PMC5078727. doi:10.1080/00140139.2016.1157214.
   PubMed Web of Science ®Google Scholar
• Hsiao H. Fall prevention research and practice: a total worker safety approach. Ind Health. 2014; 52(5):381–92. Epub 2014 Aug 23. PMID: 25345424; PMCID: PMC4246530. doi:10.2486/indhealth.2014-0110.
   PubMed Web of Science ®Google Scholar
• Mollayeva T, Tran A, Chan V, Colantonio A, Sutton M, Escobar MD. Decoding health status transitions of over 200 000 patients with traumatic brain injury from preceding injury to the injury event. Sci Rep. 12(1):5584. 2022 Apr 4; PMID: 35379824; PMCID: PMC8980052. doi:10.1038/s41598-022-08782-0.
   PubMedGoogle Scholar
• Kontos P, Grigorovich A, Nowrouzi B, Sharma B, Lewko J, Mollayeva T, Colantonio A. A qualitative exploration of work-related head injury: vulnerability at the intersection of workers’ decision making and organizational values. BMC Pub Health. 17:(1):824. [ PMID: 29047336; PMCID: PMC5648438], 2017 Oct 18 doi:10.1186/s12889-017-4823-5.
   PubMedGoogle Scholar