Post-traumatic stress disorder associated with life-threatening motor vehicle collisions in the WHO World Mental Health Surveys

BMC Psychiatry

Volumn 16, Issue 1, 2016, Pages

  Stein, Dan J ^a   Karam, Elie G ^b   Shahly, Victoria ^c   Hill, Eric D ^c   King, Andrew ^c   Petukhova, Maria ^c   Atwoli, Lukoye ^d   Bromet, Evelyn J ^e   Florescu, Silvia ^f   Haro, Josep Maria ^g   Hinkov, Hristo ^h   Karam, Aimee ⁱ   Medina Mora, María Elena ^j   Navarro Mateu, Fernando ^k   Piazza, Marina ^l   Shalev, Arieh ^m   Torres, Yolanda ⁿ   Zaslavsky, Alan M ^c   Kessler, Ronald C ^c  

^a UNIVERSITY OF CAPE TOWN   (South Africa)

^b UNIVERSITY OF BALAMAND   (Lebanon)

^c HARVARD MEDICAL SCHOOL   (United States)

^d MOI UNIVERSITY   (Kenya)

^e STONY BROOK UNIVERSITY   (United States)

^f NATIONAL SCHOOL OF PUBLIC HEALTH   (Romania)

^g UNIVERSITY OF BARCELONA   (Spain)

^h National Center of Social Health and Analyses   (Bulgaria)

ⁱ Research   (Lebanon)

^j INSTITUTO NACIONAL DE PSIQUIATRÍA RAMÓN DE LA FUENTE MUÑIZ   (Mexico)

^k CIBER EPIDEMIOLOGÍA Y SALUD PÚBLICA CIBERESP   (Spain)

^l NATIONAL INSTITUTES OF HEALTH   (United States)

^m NEW YORK UNIVERSITY MEDICAL CENTER   (United States)

ⁿ UNIVERSIDAD CES   (Colombia)

more..

Author keywords

Motor vehicle collision; Posttraumatic stress disorder; PTSD

Indexed keywords

ADULT; ANXIETY DISORDER; ARTICLE; DISEASE ASSOCIATION; DSM-IV; EDUCATIONAL STATUS; EPIDEMIOLOGICAL DATA; FAMILY FUNCTIONING; FAMILY VIOLENCE; FEMALE; HEALTH SURVEY; HIGH RISK POPULATION; HUMAN; MALE; MEDICAL HISTORY; PHYSICAL DISEASE; POSTTRAUMATIC STRESS DISORDER; SOCIAL STATUS; TRAFFIC ACCIDENT; ADOLESCENT; CHILD; DIAGNOSTIC AND STATISTICAL MANUAL OF MENTAL DISORDERS; INFANT; LIFE EVENT; PRESCHOOL CHILD; PREVALENCE; PSYCHOLOGY; QUESTIONNAIRE; STRESS DISORDERS, POST-TRAUMATIC; YOUNG ADULT;

ACCIDENTS, TRAFFIC; ADOLESCENT; ADULT; CHILD; CHILD, PRESCHOOL; DIAGNOSTIC AND STATISTICAL MANUAL OF MENTAL DISORDERS; FEMALE; HEALTH SURVEYS; HUMANS; INFANT; LIFE CHANGE EVENTS; MALE; PREVALENCE; STRESS DISORDERS, POST-TRAUMATIC; SURVEYS AND QUESTIONNAIRES; YOUNG ADULT;

EID: 84979021758     PISSN: None     EISSN: 1471244X     Source Type: Journal    
DOI: 10.1186/s12888-016-0957-8     Document Type: Article

References (61)

1. GBD 2013 DALYs and HALE Collaborators, Murray CJ, Barber RM, Foreman KJ, Ozgoren AA, Abd-Allah F, Abera SF, Aboyans V, Abraham JP, Abubakar I, Abu-Raddad LJ, Abu-Rmeileh NM, Achoki T, Ackerman IN, Ademi Z, Adou AK, Adsuar JC, Afshin A, Agardh EE, Alam SS, Alasfoor D, Albittar MI, Alegretti MA, Alemu ZA, Alfonso-Cristancho R, Alhabib S, Ali R, Alla F, Allebeck P, Almazroa MA, Alsharif U, Alvarez E, Alvis-Guzman N, Amare AT, Ameh EA, Amini H, Ammar W, Anderson HR, Anderson BO, Antonio CA, Anwari P, Arnlov J, Arsenijevic VS, Artaman A, Asghar RJ, Assadi R, Atkins LS, Avila MA, Awuah B, Bachman VF, Badawi A, Bahit MC, Balakrishnan K, Banerjee A, Barker-Collo SL, Barquera S, Barregard L, Barrero LH, Basu A, Basu S, Basulaiman MO, Beardsley J, Bedi N, Beghi E, Bekele T, Bell ML, Benjet C, Bennett DA, Bensenor IM, Benzian H, Bernabe E, Bertozzi-Villa A, Beyene TJ, Bhala N, Bhalla A, Bhutta ZA, Bienhoff K, Bikbov B, Biryukov S, Blore JD, et al. Global, regional, and national disability-adjusted life years (DALYs) for 306 diseases and injuries and healthy life expectancy (HALE) for 188 countries, 1990-2013: quantifying the epidemiological transition. Lancet. 2015;386(10009):2145-91.
2. Beck JG, Coffey SF. Assessment and treatment of PTSD after a motor vehicle collision: Empirical findings and clinical observations. Prof Psychol Res Pr. 2007;38(6):629-39.
3. Blanchard EB, Hickling EJ. After the crash: psychological assessment and treatment of survivors of motor vehicle accidents. 2nd ed. Washington, DC: American Psychological Association; 2004.
4. Heron-Delaney M, Kenardy J, Charlton E, Matsuoka Y. A systematic review of predictors of posttraumatic stress disorder (PTSD) for adult road traffic crash survivors. Injury. 2013;44(11):1413-22.
5. Kuch K, Cox BJ, Evans RJ. Posttraumatic stress disorder and motor vehicle accidents: a multidisciplinary overview. Can J Psychiatry. 1996;41(7):429-34.
6. Breslau N, Peterson EL. Assaultive violence and the risk of posttraumatic stress disorder following a subsequent trauma. Behav Res Ther. 2010;48(10):1063-6.
7. Kessler RC, Rose S, Koenen KC, Karam EG, Stang PE, Stein DJ, Heeringa SG, Hill ED, Liberzon I, McLaughlin KA, McLean SA, Pennell BE, Petukhova M, Rosellini AJ, Ruscio AM, Shahly V, Shalev AY, Silove D, Zaslavsky AM, Angermeyer MC, Bromet EJ, de Almeida JM, de Girolamo G, de Jonge P, Demyttenaere K, Florescu SE, Gureje O, Haro JM, Hinkov H, Kawakami N, Kovess-Masfety V, Lee S, Medina-Mora ME, Murphy SD, Navarro-Mateu F, Piazza M, Posada-Villa J, Scott K, Torres Y, Carmen Viana M. How well can post-traumatic stress disorder be predicted from pre-trauma risk factors? An exploratory study in the WHO World Mental Health Surveys. World Psychiatry. 2014;13(3):265-74.
8. World Health Organization. Global status report on road safety 2015. Geneva: WHO; 2015.
9. Kazantzis N, Kennedy-Moffat J, Flett RA, Petrik AM, Long NR, Castell B. Predictors of chronic trauma-related symptoms in a community sample of New Zealand motor vehicle accident survivors. Cult Med Psychiatry. 2012;36(3):442-64.
10. Nickerson A, Aderka IM, Bryant RA, Hofmann SG. The role of attribution of trauma responsibility in posttraumatic stress disorder following motor vehicle accidents. Depress Anxiety. 2013;30(5):483-8.
11. Norris FH. Epidemiology of trauma: frequency and impact of different potentially traumatic events on different demographic groups. J Consult Clin Psychol. 1992;60(3):409-18.
12. Brewin CR, Andrews B, Valentine JD. Meta-analysis of risk factors for posttraumatic stress disorder in trauma-exposed adults. J Consult Clin Psychol. 2000;68(5):748-66.
13. DiGangi JA, Gomez D, Mendoza L, Jason LA, Keys CB, Koenen KC. Pretrauma risk factors for posttraumatic stress disorder: a systematic review of the literature. Clin Psychol Rev. 2013;33(6):728-44.
14. Ozer EJ, Best SR, Lipsey TL, Weiss DS. Predictors of posttraumatic stress disorder and symptoms in adults: a meta-analysis. Psychol Bull. 2003;129(1):52-73.
15. Kessler RC, Ustun TB, editors. The WHO World Mental Health Surveys: global perspectives on the epidemiology of mental disorders. New York: Cambridge University Press; 2008.
16. Data: countries and economies [ http://data.worldbank.org/country ]
17. Heeringa SG, Wells EJ, Hubbard F, Mneimneh ZN, Chiu WT, Sampson NA, Berglund PA. Sample designs and sampling procedures. In: Kessler RC, Üstun TB, editors. The WHO world mental health surveys: global perspectives on the epidemiology of mental disorders. New York: Cambridge University Press; 2008. p. 14-32.
18. Harkness J, Pennell B-P, Villar A, Gebler N, Aguilar-Gaxiola S, Bilgen I. Translation procedures and translation assessment in the World Mental Health Survey Initiative. In: Kessler RC, Üstun TB, editors. The WHO World Mental Health Surveys: global perspectives on the epidemiology of mental disorders. New York: Cambridge University Press; 2008. p. 91-113.
19. Kessler RC, Ustun TB. The World Mental Health (WMH) survey initiative version of the World Health Organization (WHO) composite international diagnostic interview (CIDI). Int J Methods Psychiatr Res. 2004;13(2):93-121.
20. Haro JM, Arbabzadeh-Bouchez S, Brugha TS, de Girolamo G, Guyer ME, Jin R, Lepine JP, Mazzi F, Reneses B, Vilagut G, Sampson NA, Kessler RC. Concordance of the Composite International Diagnostic Interview Version 3.0 (CIDI 3.0) with standardized clinical assessments in the WHO World Mental Health surveys. Int J Methods Psychiatr Res. 2006;15(4):167-80.
21. Landis JR, Koch GG. The measurement of observer agreement for categorical data. Biometrics. 1977;33(1):159-74.
22. Gardner M, Altman D. Statistics with confidence: confidence intervals and statistical guidelines. London: BMJ Books; 2000.
23. Kessler RC, Akiskal HS, Angst J, Guyer M, Hirschfeld RM, Merikangas KR, Stang PE. Validity of the assessment of bipolar spectrum disorders in the WHO CIDI 3.0. J Affect Disord. 2006;96(3):259-69.
24. Knäuper B, Cannell CF, Schwarz N, Bruce ML, Kessler RC. Improving accuracy of major depression age-of-onset reports in the US national comorbidity survey. Int J Methods Psychiatr Res. 1999;8(1):39-48.
25. First MB, Spitzer RL, Gibbon M, Williams BJ. Structured clinical interview for axis I DSM-IV disorders. New York: New York State Psychiatric Institute Biometrics Research Department; 1994.
26. Scott KM, Al-Hamzawi AO, Andrade LH, Borges G, Caldas-de-Almeida JM, Fiestas F, Gureje O, Hu C, Karam EG, Kawakami N, Lee S, Levinson D, Lim CC, Navarro-Mateu F, Okoliyski M, Posada-Villa J, Torres Y, Williams DR, Zakhozha V, Kessler RC. Associations between subjective social status and DSM-IV mental disorders: results from the World Mental Health surveys. JAMA Psychiatry. 2014;71(12):1400-8.
27. Kessler RC, McLaughlin KA, Green JG, Gruber MJ, Sampson NA, Zaslavsky AM, Aguilar-Gaxiola S, Alhamzawi AO, Alonso J, Angermeyer M, Benjet C, Bromet E, Chatterji S, de Girolamo G, Demyttenaere K, Fayyad J, Florescu S, Gal G, Gureje O, Haro JM, Hu CY, Karam EG, Kawakami N, Lee S, Lepine JP, Ormel J, Posada-Villa J, Sagar R, Tsang A, Ustun TB, Vassilev S, Viana MC, Williams DR. Childhood adversities and adult psychopathology in the WHO World Mental Health Surveys. Br J Psychiatry. 2010;197(5):378-85.
28. Wolter KM. Introduction to variance estimation. New York: Springer; 1985.
29. SAS Institute Inc. SAS software, Version 9.2. In. Cary, NC: SAS Institute Inc.; 2008.
30. Korn E, Graubard B. Simultaneous testing of regression coefficients with complex survey data: use of the Bonferroni t statistics. Am Stat. 1990;44(4):270-6.
31. Zou KH, O'Malley AJ, Mauri L. Receiver-operating characteristic analysis for evaluating diagnostic tests and predictive models. Circulation. 2007;115(5):654-7.
32. Hanley JA, McNeil BJ. A method of comparing the areas under receiver operating characteristic curves derived from the same cases. Radiology. 1983;148(3):839-43.
33. Smith GC, Seaman SR, Wood AM, Royston P, White IR. Correcting for optimistic prediction in small data sets. Am J Epidemiol. 2014;180(3):318-24.
34. Reed JFI. Better binomial confidence intervals. J Mod Appl Stat Meth. 2007;6(1):153-61.
35. Rice ME, Harris GT. Comparing effect sizes in follow-up studies: ROC Area, Cohen's d, and r. Law Hum Behav. 2005;29(5):615-20.
36. Dohrenwend BP, Turner JB, Turse NA, Adams BG, Koenen KC, Marchall R. The psychological risks of Vietnam for U.S. veterans: a revisit with new data and methods. Science. 2006;313:979-82.
37. Harvey AG, Bryant RA. Memory for acute stress disorder symptoms: a two-year prospective study. J Nerv Ment Dis. 2000;188(9):602-7.
38. Roemer L, Litz BT, Orsillo SM, Ehlich PJ, Friedman MJ. Increases in retrospective accounts of war-zone exposure over time: the role of PTSD symptom severity. J Trauma Stress. 1998;11(3):597-605.
39. Zoellner LA, Foa EB, Brigidi BD, Przeworski A. Are trauma victims susceptible to "false memories"? J Abnorm Psychol. 2000;109(3):517-24.
40. Kenardy J, Heron-Delaney M, Warren J, Brown E. 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):883-90.
41. 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):1373-9.
42. Vittinghoff E, McCulloch CE. Relaxing the rule of ten events per variable in logistic and Cox regression. Am J Epidemiol. 2007;165(6):710-8.
43. Courvoisier DS, Combescure C, Agoritsas T, Gayet-Ageron A, Perneger TV. Performance of logistic regression modeling: beyond the number of events per variable, the role of data structure. J Clin Epidemiol. 2011;64(9):993-1000.
44. Steyerberg EW, Schemper M, Harrell FE. Logistic regression modeling and the number of events per variable: selection bias dominates. J Clin Epidemiol. 2011;64(12):1464-5. author reply 3-4.
45. Wynants L, Bouwmeester W, Moons KG, Moerbeek M, Timmerman D, Van Huffel S, Van Calster B, Vergouwe Y. A simulation study of sample size demonstrated the importance of the number of events per variable to develop prediction models in clustered data. J Clin Epidemiol. 2015;68(12):1406-14.
46. Stein DJ, Williams SL, Jackson PB, Seedat S, Myer L, Herman A, Williams DR. Perpetration of gross human rights violations in South Africa: association with psychiatric disorders. S Afr Med J. 2009;99(5 Pt 2):390-5.
47. Lissek S, van Meurs B. Learning models of PTSD: theoretical accounts and psychobiological evidence. Int J Psychophysiol. 2015;98(3 Pt 2):594-605.
48. Benjet C, Bromet E, Karam EG, Kessler RC, McLaughlin KA, Ruscio AM, Shahly V, Stein DJ, Petukhova M, Hill E, Alonso J, Atwoli L, Bunting B, Bruffaerts R, Caldas-de-Almeida JM, de Girolamo G, Florescu S, Gureje O, Huang Y, Lepine JP, Kawakami N, Kovess-Masfety V, Medina-Mora ME, Navarro-Mateu F, Piazza M, Posada-Villa J, Scott KM, Shalev A, Slade T, Ten Have M, Torres Y, Viana MC, Zarkov Z, Koenen KC: The epidemiology of traumatic event exposure worldwide: results from the World Mental Health Survey Consortium. Psychol Med. 2016;46(2):327-43.
49. Stein DJ, Boshoff D, Traut A, Daniels F, Abrahams H, de Bruyn JH, van der Spuy J. Patients presenting with fresh trauma after interpersonal violence. Part II. Assault history. S Afr Med J. 1997;87(8):999-1000.
50. Pratchett LC, Yehuda R. Foundations of posttraumatic stress disorder: does early life trauma lead to adult posttraumatic stress disorder? Dev Psychopathol. 2011;23(2):477-91.
51. Clapp JD, Baker AS, Litwack SD, Sloan DM, Beck JG. Properties of the Driving Behavior Survey among individuals with motor vehicle accident-related posttraumatic stress disorder. J Anxiety Disord. 2014;28(1):1-7.
52. Galatzer-Levy IR, Karstoft KI, Statnikov A, Shalev AY. Quantitative forecasting of PTSD from early trauma responses: a Machine Learning application. J Psychiatr Res. 2014;59:68-76.
53. Karstoft KI, Galatzer-Levy IR, Statnikov A, Li Z, Shalev AY, members of Jerusalem Trauma O, Prevention Study g. Bridging a translational gap: using machine learning to improve the prediction of PTSD. BMC Psychiatry. 2015;15:30.
54. O'Donnell ML, Creamer MC, Parslow R, Elliott P, Holmes AC, Ellen S, Judson R, McFarlane AC, Silove D, Bryant RA. A predictive screening index for posttraumatic stress disorder and depression following traumatic injury. J Consult Clin Psychol. 2008;76(6):923-32.
55. Brewin CR. Risk factor effect sizes in PTSD: what this means for intervention. J Trauma Dissociation. 2005;6(2):123-30.
56. Brewin CR. Systematic review of screening instruments for adults at risk of PTSD. J Trauma Stress. 2005;18(1):53-62.
57. Amos T, Stein DJ, Ipser JC. Pharmacological interventions for preventing post-traumatic stress disorder (PTSD). Cochrane Database Syst Rev. 2014;7:CD006239.
58. Bisson JI. Early responding to traumatic events. Br J Psychiatry. 2014;204:329-30.
59. Forneris CA, Gartlehner G, Brownley KA, Gaynes BN, Sonis J, Coker-Schwimmer E, Jonas DE, Greenblatt A, Wilkins TM, Woodell CL, Lohr KN. Interventions to prevent post-traumatic stress disorder: a systematic review. Am J Prev Med. 2013;44(6):635-50.
60. Kliem S, Kroger C. Prevention of chronic PTSD with early cognitive behavioral therapy. A meta-analysis using mixed-effects modeling. Behav Res Ther. 2013;51(11):753-61.
61. Wu KK, Li FW, Cho VW. A randomized controlled trial of the effectiveness of brief-CBT for patients with symptoms of posttraumatic stress following a motor vehicle crash. Behav Cogn Psychother. 2014;42(1):31-47.