445
Views
0
CrossRef citations to date
0
Altmetric
Research Papers

Pain and mental health symptom patterns and treatment trajectories following road trauma: a registry-based cohort study

, ORCID Icon, ORCID Icon & ORCID Icon
Pages 8029-8041 | Received 30 May 2021, Accepted 13 Nov 2021, Published online: 06 Dec 2021

References

  • James S, Abate D, Abate K, et al. Global, regional, and national incidence, prevalence, and years lived with disability for 354 diseases and injuries for 195 countries and territories, 1990–2017: a systematic analysis for the global burden of disease study 2017. Lancet. 2018;392(10159):1789–1858.
  • Litchfield F. The cost of road crashes in Australia 2016: an overview of safety strategies; 2017.
  • Gabbe BJ, Sutherland AM, Hart MJ, et al. Population-based capture of long-term functional and quality of life outcomes after major trauma: the experiences of the Victorian State Trauma Registry. J Trauma. 2010;69(3):532–536.
  • Kenardy J, Heron-Delaney M, Warren J, et al. The effect of mental health on long-term health-related quality of life following a road traffic crash: results from the UQ SuPPORT study. Injury. 2015;46(5):883–890.
  • Rissanen R, Berg H-Y, Hasselberg M. Quality of life following road traffic injury: a systematic literature review. Accid Anal Prev. 2017;108:308–320.
  • Giummarra MJ, Black O, Smith P, et al. A population-based study of treated mental health and persistent pain conditions after transport injury. Injury. 2018;49(10):1787–1795.
  • Gopinath B, Jagnoor J, Harris IA, et al. Comparison of health outcomes between hospitalised and non-hospitalised persons with minor injuries sustained in a road traffic crash in Australia: a prospective cohort study. BMJ Open. 2015;5(9):e009303.
  • Walton DM, Macdermid JC, Nielson W. Recovery from acute injury: clinical, methodological and philosophical considerations. Disabil Rehabil. 2010;32(10):864–874.
  • Casey PP, Feyer AM, Cameron ID. Course of recovery for whiplash associated disorders in a compensation setting. Injury. 2015;46(11):2118–2129.
  • Clay F, Watson W, Newstead S, et al. A systematic review of early prognostic factors for persisting pain following acute orthopedic trauma. Pain Res Manag. 2012;17(1):35–44.
  • Giummarra MJ, Ioannou L, Ponsford J, et al. Chronic pain following motor vehicle collision: a systematic review of outcomes associated with seeking or receiving compensation. Clin J Pain. 2016;32(9):817–827.
  • Littleton SM, Cameron ID, Poustie SJ, et al. The association of compensation on longer term health status for people with musculoskeletal injuries following road traffic crashes: emergency department inception cohort study. Injury. 2011;42(9):927–933.
  • Sterling M, Hendrikz J, Kenardy J. Compensation claim lodgement and health outcome developmental trajectories following whiplash injury: a prospective study. Pain. 2010;150(1):22–28.
  • Williamson OD, Gabbe BJ, Cameron PA, et al. Predictors of moderate or severe pain 6 months after orthopaedic injury: a prospective cohort study. J Orthop Trauma. 2009;23(2):139–144.
  • Giummarra MJ, Amoh-Gyimah R, Saberi M, et al. Geographic variations in reported and treated pain and mental health problems in the first two years after transport-related major trauma. J Transport Health. 2019;14:100581.
  • Bonanno GA, Kennedy P, Galatzer-Levy IR, et al. Trajectories of resilience, depression, and anxiety following spinal cord injury. Rehabil Psychol. 2012;57(3):236–247.
  • Galatzer-Levy IR, Huang SH, Bonanno GA. Trajectories of resilience and dysfunction following potential trauma: a review and statistical evaluation. Clin Psychol Rev. 2018;63:41–55.
  • Kenardy J, Heron-Delaney M, Hendrikz J, et al. Recovery trajectories for long-term health-related quality of life following a road traffic crash injury: results from the UQ SuPPORT study. J Affect Disord. 2017;214:8–14.
  • O'Donnell ML, Elliott P, Lau W, et al. PTSD symptom trajectories: from early to chronic response. Behav Res Ther. 2007;45(3):601–606.
  • Sterling M, Kenardy J. Whiplash. Chatswood: Elsevier Australia; 2011. p. 108–119.
  • Laursen B, Helweg-Larsen K. Health service use in adults 20-64 years with traumatic brain injury, spinal cord injury or pelvic fracture. A cohort study with 9-year follow-up. BMJ Open. 2012;2(5):e001521.
  • Mitchell RJ, Cameron CM, McClure R. Patterns of health care use of injured adults: a population-based matched cohort study. Injury. 2017;48(7):1393–1399.
  • Prang K-H, Ruseckaite R, Collie A. Healthcare and disability service utilization in the 5-year period following transport-related traumatic brain injury. Brain Inj. 2012;26(13–14):1611–1620.
  • Collie A, Prang K-H. Patterns of healthcare service utilisation following severe traumatic brain injury: an idiographic analysis of injury compensation claims data. Injury. 2013;44(11):1514–1520.
  • Gabbe BJ, Cameron PA, Williamson OD, et al. The relationship between compensable status and long-term patient outcomes following orthopaedic trauma . Med J Aust. 2007;187(1):14–17.
  • Van Belleghem G, Van Deynse H, Devos S, et al. Health care utilization after hospitalization following a road traffic accident. Disabil Rehabil. 2020;42(11):1599–1606.
  • Cameron CM, Purdie DM, Kliewer EV, et al. Ten-year outcomes following traumatic brain injury: a population-based cohort. Brain Inj. 2008;22(6):437–449.
  • Ruseckaite R, Gabbe BJ, Vogel AP, et al. Health care utilisation following hospitalisation for transport-related injury. Injury. 2012;43(9):1600–1605.
  • Giummarra MJ, Beck B, Collie A, et al. Treated pain and mental health conditions after road traffic injury: variations across geography and socioeconomic disadvantage in Victoria, Australia. J Transport Health. 2021;20:101003.
  • Gabbe BJ, Cameron PA, Hannaford AP, et al. Routine follow up of major trauma patients from trauma registries: what are the outcomes? J Trauma. 2006;61(6):1393–1399.
  • Giummarra MJ, Simpson P, Gabbe BJ. Pain, anxiety, and depression in the first two years following transport-related major trauma: a population-based, prospective registry cohort study. Pain Med. 2020;21(2):291–307.
  • Australian Bureau of Statistics. Australian standard classification of education (ASCED). Canberra: Australian Bureau of Statistics; 2001.
  • Department of Health and Aged Care. Measuring remoteness: accessibility/remoteness index of Australia (ARIA). Canberra: Commonwealth Australia; 2001.
  • Australian Bureau of Statistics. Socio-economic indexes for areas (SEIFA). Canberra: Australian Bureau of Statistics; 2011.
  • Development ACfC. The international statistical classification of diseases and related health problems, tenth revision, Australian modification (ICD-10-AM/ACHI/ACS). 10th ed. Darlinghurst: Independent Hospital Pricing Authority; 2017.
  • Charlson ME, Pompei P, Ales KL, et al. A new method of classifying prognostic comorbidity in longitudinal studies: development and validation. J Chronic Dis. 1987;40(5):373–383.
  • Nguyen TQ, Simpson PM, Gabbe BJ. The prevalence of pre-existing mental health, drug and alcohol conditions in major trauma patients. Aust Health Rev. 2017;41(3):283–290.
  • Baker SP, O'Neill B, Haddon WJ, et al. The injury severity score: a method for describing patients with multiple injuries and evaluating emergency care. J Trauma Acute Care Surg. 1974;14:187–196.
  • The EuroQol Group. EuroQol-a new facility for the measurement of health-related quality of life. Health Policy. 1990;16:199–208.
  • van Reenen M, Janssen B. EQ-5D-5L user guide: basic information on how to use the EQ-5D-5L instrument. Rotterdam: EuroQol Research Foundation; 2015.
  • Ware JE Jr., Kosinski M, Keller SD. A 12-item short-form health survey: construction of scales and preliminary tests of reliability and validity. Med Care. 1996;34(3):220–233.
  • Gerbershagen HJ, Rothaug J, Kalkman C, et al. Determination of moderate-to-severe postoperative pain on the numeric rating scale: a cut-off point analysis applying four different methods. Br J Anaesth. 2011;107(4):619–626.
  • Kapstad H, Hanestad BR, Langeland N, et al. Cutpoints for mild, moderate and severe pain in patients with osteoarthritis of the hip or knee ready for joint replacement surgery. BMC Musculoskelet Disord. 2008;9:55.
  • Giummarra MJ, Dipnall J, Gabbe BJ. Mental health and pain after injury: A registry-based cohort study examining which patients recover and when. Under review.
  • Abarda A, Dakkon M, Azhari M, et al. Latent transition analysis (LTA): a method for identifying differences in longitudinal change among unobserved groups. Procedia Comput Sci. 2020;170:1116–1121.
  • Nagin DS. Group-based trajectory modeling: an overview. In: Handbook of quantitative criminology. New York (NY): Springer; 2010. p. 53–67.
  • Nagin DS, Odgers CL. Group-based trajectory modeling in clinical research. Annu Rev Clin Psychol. 2010;6:109–138.
  • Nagin DS. Group-based modeling of development. Cambridge (MA): Harvard University Press; 2005.
  • Hausman J, McFadden D. Specification tests for the multinomial logit model. Econometrica. 1984;52(5):1219–1240.
  • Akinwande MO, Dikko HG, Samson A. Variance inflation factor: as a condition for the inclusion of suppressor variable(s) in regression analysis. OJS. 2015;05(07):754–767.
  • Rubin DB. Multiple imputation for nonresponse in surveys. New York: John Wiley & Sons; 2004.
  • Bonanno GA, Mancini AD, Horton JL, et al. Trajectories of trauma symptoms and resilience in deployed U.S. military service members: prospective cohort study. Br J Psychiatry. 2012;200(4):317–323.
  • Nguyen TL, Baker KS, Ioannou L, et al. Prognostic role of demographic, injury and claim factors in disabling pain and mental health conditions 12 months after compensable injury. Int J Environ Res Public Health. 2020;17(19):7320. DOI:10.3390/ijerph17197320.
  • Australian Bureau of Statistics. National survey of mental health and wellbeing: summary of results. Canberra: Australian Bureau of Statistics; 2007.
  • Boscarino JA, Galea S, Ahern J, et al. Utilization of mental health services following the September 11th terrorist attacks in Manhattan, New York City; 2002.
  • Sterling M, Hendrikz J, Kenardy J. Similar factors predict disability and posttraumatic stress disorder trajectories after whiplash injury. Pain. 2011;152(6):1272–1278.
  • Ozegovic D, Carroll LJ, Cassidy JD. Factors associated with recovery expectations following vehicle collision: a population-based study. J Rehabil Med. 2010;42(1):66–73.
  • Devlin A, Beck B, Simpson PM, et al. The road to recovery for vulnerable road users hospitalised for orthopaedic injury following an on-road crash. Accid Anal Prev. 2019;132:105279.
  • Samoborec S, Simpson PM, Hassani-Mahmooei B, et al. Impact of comorbidity on health outcome after a transport-related injury. Inj Prev. 2020;26(3):254–261.
  • Nguyen TQ, Simpson PM, Braaf SC, et al. Level of agreement between medical record and ICD-10-AM coding of mental health, alcohol and drug conditions in trauma patients. Health Inf Manag. 2019;48(3):127–134.
  • Gabbe BJ, Simpson PM, Cameron PA, et al. Long-term health status and trajectories of seriously injured patients: a population-based longitudinal study. PLOS Med. 2017;14(7):e1002322.
  • Noben CY, de Rijk A, Nijhuis F, et al. The exchangeability of self-reports and administrative health care resource use measurements: assessement of the methodological reporting quality. J Clin Epidemiol. 2016;74:93–106.e2.
  • Giummarra MJ, Baker KS, Ioannou L, et al. Associations between compensable injury, perceived fault and pain and disability 1 year after injury: a registry-based Australian cohort study. BMJ Open. 2017;7(10):e017350.
  • Berecki-Gisolf J, Collie A, Hassani-Mahmooei B, et al. Use of antidepressant medication after road traffic injury. Injury. 2015;46(7):1250–1256.
  • Giummarra MJ, Lennox A, Dali G, et al. Early psychological interventions for posttraumatic stress, depression and anxiety after traumatic injury: a systematic review and meta-analysis. Clin Psychol Rev. 2018;62:11–36.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.