Skip to main content

Advertisement

Log in

Patterns of victimization, suicide attempt, and posttraumatic stress disorder in Greenlandic adolescents: a latent class analysis

  • Original Paper
  • Published:
Social Psychiatry and Psychiatric Epidemiology Aims and scope Submit manuscript

Abstract

Aim

The current study had two main aims. The first was to identify groups of adolescents based on their similarity of responding across a number of victimizing and potentially traumatic events (PTEs). In doing so, we employed the statistical technique of Latent Class Analysis (LCA). The second aim was to assess the relationship between our resultant classes and the covariates of gender, suicide attempt, and PTSD.

Methods

Two hundred and sixty-nine Greenlandic school students, aged 12–18 (M = 15.4, SD = 1.84) were assessed for their level of exposure to PTEs. In addition, adolescents were assessed for the psychological impact of these events. A LCA was performed on seven binary indicators representing PTEs. Logistic regression was subsequently implemented to ascertain the relationships between latent classes and covariates.

Results

Three distinct classes were uncovered: a violence, neglect, and bullying class (class 1), a wide-ranging multiple PTE class (class 2), and a normative/baseline class (class 3). Notably, classes 1 and 2 were largely separated by the presence or absence of sexual PTEs. Individuals who reported having previously attempted suicide were almost six times more likely to be members of class 1 (OR = 5.97) and almost four times more likely to be members of class 2 (OR = 3.87) compared to the baseline class (class 3). Individuals who met the diagnostic criteria for PTSD were five times as likely to be members of class 1 and class 2 (OR = 5.09) compared to the baseline class. No significant associations were found between classes and gender.

Conclusion

The results underline the complexity of the interplay between multiple victimization experiences, traumatization, and suicide attempts.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

Fig. 1

Similar content being viewed by others

Notes

  1. Please note that an earlier publication is available [45] which describes this sample in detail. This earlier publication was predominately descriptive in nature presenting event prevalences by total sample and by gender groups. Logistic regression was estimated using PTSD as a dependant variable and demographics as independent variables. Thus, the research question of the previous publication differs substantially from that of the current piece of research which identifies victimization typologies and outcome.

References

  1. Niclasen B, Köhler L (2009) National indicators of child health and well-being in Greenland. Scand J Public Health 37:347–356. doi:10.1177/1403494809105549

    Article  PubMed  Google Scholar 

  2. Curtis T, Larsen FB, Helweg-Larsen K, Bjerregaard P (2002) Violence, sexual abuse and health in Greenland. Int J Circumpolar Health 61:110–122

    PubMed  Google Scholar 

  3. Curtis T, Larsen HB, Helweg-Larsen K, Pedersen CP, Olesen I, Sørensen K, et al. (2006) Unges trivsel i Grønland 2004 [The wellbeing of Greenlandic adolescents 2004]. Inussuk Arktisk forskningsjournal 1. Atuagkat ApS

  4. Bjerregaard P, Lynge I (2006) Suicide: a challenge in modern Greenland. Arch Suicide Res 10:209–220

    Article  PubMed  Google Scholar 

  5. Chartier MJ, Walker JR, Naimark B (2010) Separate and cumulative effects of adverse childhood experiences in predicting adult health and health care utilization. Child Abuse Negl. 34:454–464. http://dx.doi.org/10.1016/j.chiabu.2009.09.020

  6. Feeny N, Foa E, Treadwell K, March J (2004) Posttraumatic stress disorder in youth: a critical review of the cognitive and behavioral treatment outcome literature. Prof Psychol Res Pr 35:466–476. doi:10.1037/0735-7028.35.5.466

    Article  Google Scholar 

  7. Caffo E, Forresi B, Lievers LS (2005) Impact, psychological sequelae and management of trauma affecting children and adolescents. Curr Opin Psychiatry 18:422–428

    Article  PubMed  Google Scholar 

  8. Dyregrov A, Yule W (2006) A review of PTSD in children. J Child Adolesc Ment Health 11:176–184. doi:10.1111/j.1475-3588.2005.00384.x

    Article  Google Scholar 

  9. Kendler KS, Bulik CM, Silberg J, Hettema JM, Myers J et al (2000) Childhood sexual abuse and adult psychiatric and substance use disorders in women: an epidemiological and cotwin control analysis. Arch Gen Psychiatry 57:953–959

    Article  CAS  PubMed  Google Scholar 

  10. Campbell R, Greeson MR, Bybee D, Raja S (2008) The co-occurrence of childhood sexual abuse, adult sexual assault, intimate partner violence, and sexual harassment: a mediational model of posttraumatic stress disorder and physical health outcomes. J Consult Clin Psychol 76:194–207

    Article  PubMed  Google Scholar 

  11. Edwards VJ, Anda RF, Nordenberg DF et al (2001) Bias assessment for child abuse survey: factors affecting probability of response to a survey about childhood abuse. Child Abuse Negl 25:307–312

    Article  CAS  PubMed  Google Scholar 

  12. Chartier MJ, Walker JR, Naimark B (2009) Health risk behaviors and mental health problems as mediators of the relationship between childhood abuse and adult health. Am J Public Health 99:847–854. doi:10.2105/AJPH.2007.122408

    Article  PubMed Central  PubMed  Google Scholar 

  13. Finestone HM, Stenn P, Davies F, Stalker C, Fry R, Koumanis J (2000) Chronic pain and health care utilization in women with a history of childhood sexual abuse. Child Abuse Negl 24:547–556. doi:10.1016/s0145-2134(00)00112-5

    Article  CAS  PubMed  Google Scholar 

  14. Holt MK, Finkelhor D, Kaufman-Kantor G (2007) Multiple victimization experiences of urban elementary school students: associations with psychosocial functioning and academic performance. Child Abuse Negl 31:503–515. doi:10.1016/j.chiabu.2006.12.006

    Article  PubMed  Google Scholar 

  15. Naar-King S, Silvern L, Ryan V, Sebring D (2002) Type and severity of abuse as predictors of psychiatric symptoms in adolescence. J Family Violence 17:133–149. doi:10.1023/a:1015057416979

    Article  Google Scholar 

  16. Sternberg KJ, Baradaran LP, Abbott CB, Lamb ME, Guterman E (2006) Type of violence, age, and gender differences in the effects of family violence on children’s behavior problems: a mega-analysis. Dev Rev 26:89–112. doi:10.1016/j.dr.2005.12.001

    Article  Google Scholar 

  17. Holt MK, Espelage DL (2003) A cluster analytic investigation of victimization among high school students. J Appl Sch Psychol 19:81–98. doi:10.1300/J008v19n02_06

    Article  Google Scholar 

  18. De Petrillo L (2010) Childhood sexual abuse and comorbid PTSD and depression in impoverished women. PhD dissertation, The Catholic University of America, United States, District of Columbia. Retrieved August 14, 2012, from Dissertations & Theses: A&I (Publication No. AAT 3454714). URL: http://gradworks.umi.com/34/54/3454714.html

  19. Springer KW, Sheridan J, Kuo D, Carnes M (2007) Long-term physical and mental health consequences of childhood physical abuse: results from a large population-based sample of men and women. Child Abuse Negl 31:517–530. doi:10.1016/j.chiabu.2007.01.003

    Article  PubMed Central  PubMed  Google Scholar 

  20. Lau AS, Leeb RT, English D, Graham JC, Briggs EC, Brody KE, Marshall JM (2005) What’s in a name? A comparison of methods for classifying predominant type of maltreatment. Child Abuse Negl 29:533–551. doi:10.1016/j.chiabu.2003.05.005

    Article  PubMed  Google Scholar 

  21. Finkelhor D, Ormrod RK, Turner HA (2007) Poly-victimization: a neglected component in child victimization trauma. Child Abuse Negl 31:7–26

    Article  PubMed  Google Scholar 

  22. Claussen AH, Crittenden PM (1991) Physical and psychological maltreatment: relations among types of maltreatment. Child Abuse Negl 15:5–18. doi:10.1016/0145-2134(91)90085-r

    Article  CAS  PubMed  Google Scholar 

  23. Trickett PK, McBride-Chang C (1995) The developmental impact of different forms of child abuse and neglect. Dev Rev 15:311–337. doi:10.1006/drev.1995.1012

    Article  Google Scholar 

  24. Higgins DJ, McCabe MP (2001) Multiple forms of child abuse and neglect: adult retrospective reports. Agress Violent Behav 6:547–578. doi:10.1016/s1359-1789(00)00030-6

    Article  Google Scholar 

  25. Clemmons JC, DiLillo D, Martinez IG, DeGue S, Jeffcott M (2003) Co-occurring forms of child maltreatment and adult adjustment reported by Latina college students. Child Abuse Negl 27:751–767. doi:10.1016/s0145-2134(03)00112-1

    Article  PubMed  Google Scholar 

  26. Pears KC, Kim HK, Fisher PA (2008) Psychosocial and cognitive functioning of children with specific profiles of maltreatment. Child Abuse Negl 32:958–971. doi:10.1016/j.chiabu.2007.12.009

    Article  PubMed Central  PubMed  Google Scholar 

  27. Westen D, Ludolph P, Misle B, Ruffins S, Block J (1990) Physical and sexual abuse in adolescent girls with borderline personality disorder. Am J Orthopsychiatry 60:55–66

    Article  CAS  PubMed  Google Scholar 

  28. Ford JD, Elhai JD, Connor DF, Frueh BC (2010) Poly-victimization and risk of posttraumatic, depressive, and substance use disorders and involvement in delinquency in a national sample of adolescents. J Adolesc Health 46:545–552. doi:10.1016/j.jadohealth.2009.11.212

    Article  PubMed  Google Scholar 

  29. Cavanaugh CE, Messing JT, Petras H, Fowler B, La Flair L, Kub J, Campbell JC (2012) Patterns of violence against women: a latent class analysis. Psychol Trauma 4:169–176. doi:10.1037/a0023314

    Article  PubMed Central  PubMed  Google Scholar 

  30. Nooner KB, Litrownik AJ, Thompson R, Margolis B, English DJ, Knight ED, Roesch S (2010) Youth self-report of physical and sexual abuse: a latent class analysis. Child Abuse Negl 34:146–154. doi:10.1016/j.chiabu.2008.10.007

    Article  PubMed  Google Scholar 

  31. Kessler RC, Sonnega A, Bromet E et al (1995) Posttraumatic stress disorder in the National Comorbidity Study. Arch Gen Psychiatry 52:1048–1060. doi:10.1001/archpsyc.1995.03950240066012

    Article  CAS  PubMed  Google Scholar 

  32. Staubli S, Killias M (2011) Long-term outcomes of passive bullying during childhood: suicide attempts, victimization and offending. Eur J Criminol 8:377–385. doi:10.1177/1477370811415761

    Article  Google Scholar 

  33. Bridgeland WM, Duane EA, Stewart CS (2001) Victimization and attempted suicide among college students. Coll Stud J 35:63–76

    Google Scholar 

  34. Petersen T, Elklit A, Olesen JG (2010) Victimization and PTSD in a Faroese youth total-population sample. Scand J Psychol 51:56–62

    Article  PubMed  Google Scholar 

  35. Smith DW, McCart MR, Saunders BE (2008) In: Delahanty DL (ed) PTSD in children and adolescents: risk factors and treatment innovations. Lanham, MD. Jason Aronson, US

  36. Selaman ZMH, Chartrand HK, Bolton JM, Sareen J (2014) Which symptoms of posttraumatic stress disorder are associated with suicide attempts? J Anxiety Disord. http://dx.doi.org/10.1016/j.janxdis.2013.12.005

  37. Nylund K, Asparouhov T, Muthén BO (2007) Deciding on the number of classes in latent class analysis and growth mixture modeling: a Monte Carlo simulation study. Struct Equ Model 14:535–569

    Article  Google Scholar 

  38. Balvig F (2000) RisikoUngdom – Ungdomsundersøgelse 1999 [Youth at Risk – Youth Study 1999]. Det kriminalpræventive Råd, København

    Google Scholar 

  39. Elklit A (2002) Victimization and PTSD in a Danish national youth probability sample. J Am Acad Child psychiatry 41:174–181. doi:10.1097/00004583-200202000-00011

    Article  Google Scholar 

  40. American Psychiatric Association (2000) Diagnostic and statistical manual of mental disorders, 4th edn. American Psychiatric Association, Washington, DC

    Google Scholar 

  41. Bödvarsdóttir I, Elklit A (2007) Victimization and PTSD-like states in an Icelandic youth probability sample. BMC Psychiatry 7:51

    Article  PubMed Central  PubMed  Google Scholar 

  42. Domanskaité-Gota V, Elklit A, Christiansen DM (2009) Victimization and PTSD in a Lithuanian national youth probability sample. Nord Psychol 61:66–81. doi:10.1027/1901-2276.61.3.66

    Article  Google Scholar 

  43. Rhiger M, Elklit A, Lasgaard M (2008) Trauma in an Israeli youth sample: an investigation of the prevalence and psychological impact of exposure to traumatic experiences. Nord Psychol 60:101–113

    Article  Google Scholar 

  44. Karsberg S, Elklit A (2012) Victimization and PTSD in a Rural Kenyan youth sample. Clin Pract Epidemiol Ment Health 8:91–101

    Article  PubMed Central  PubMed  Google Scholar 

  45. Karsberg S, Lasgaard M, Elklit A (2012) Victimisation and PTSD in a Greenlandic Youth sample. Int J Circumpolar Health 71:18378. doi:10.3402/ijch.v71i0.18378

  46. Elklit A, Karstoft K-I, Karsberg S (2013) Victimization and PTSD in an Indian Youth Sample from Pune City. Open J Epidemiol 3:12–19

    Article  Google Scholar 

  47. Willis GB, Gonzalez A (1998) Methodological issues in the use of survey questionnaires to assess the health effects of torture. J Nerv Ment Dis 186:283–289

    Article  CAS  PubMed  Google Scholar 

  48. Mollica RF, Caspi-Yavin Y, Billini P, Truong T, Tor S, Lavelle J (1992) The Harvard Trauma Questionnaire: validating a crosscultural instrument for measuring torture, trauma, and posttraumatic stress disorder in Indochinese refugees. J Nerv Ment Dis 180:111–116

    Article  CAS  PubMed  Google Scholar 

  49. Kleijn WC, Hovens JE, Rodenburg JJ (2001) Posttraumatic stress symptoms in refugees: assessments with the Harvard Trauma Questionnaire and the Hopkins Symptom Checklist-25 in different languages. Psychol Rep 88:527–532. doi:10.2466/pr0.2001.88.2.527

    Article  CAS  PubMed  Google Scholar 

  50. Haagenars JA, McCutcheon AL (2002) Applied latent class analysis. Cambridge University Press, Cambridge

    Book  Google Scholar 

  51. Akaike H (1987) Factor analysis and AIC. Psychometrika 52:317–332. doi:10.1007/bf02294359

    Article  Google Scholar 

  52. Schwarz G (1978) Estimating the dimension of a model. Ann Stat 6:461–464

    Article  Google Scholar 

  53. Sclove S (1987) Application of model-selection criteria to some problems in multivariate analysis. Psychometrika 52:333–343. doi:10.1007/bf02294360

    Article  Google Scholar 

  54. Ramaswamy V, Desarbo WS, Reibstein DJ, Robinson WT (1993) An empirical pooling approach for estimating marketing mix elasticities with PIMS data. Mark Sci 12:103–124

    Article  Google Scholar 

  55. Lo Y, Mendell NR, Rubin DB (2001) Testing the number of components in a normal mixture. Biometrika 88:767–778. doi:10.1093/biomet/88.3.767

    Article  Google Scholar 

  56. Yang C (2006) Evaluating latent class analysis models in qualitative phenotype identification. Comput Stat Data Anal 50:1090–1104. doi:10.1016/j.csda.2004.11.004

    Article  Google Scholar 

  57. Muthén LK, Muthén BO (1998–2010) Mplus user’s guide, 6th edn. Muthén & Muthén, Los Angeles, California

  58. Mullen PE, Martin JL, Anderson JC, Romans SE, Herbison GP (1996) The long-term impact of the physical, emotional, and sexual abuse of children: A Community Study. Child Abuse Negl 20:7–21

    Article  CAS  PubMed  Google Scholar 

  59. Akyuz G, Sar V, Kugu N, Doğan O (2005) Reported childhood trauma, attempted suicide and self-mutilative behavior among women in the general population. Eur Psychiatry 20:268–273. doi:10.1016/j.eurpsy.2005.01.002

    Article  PubMed  Google Scholar 

  60. Lipschitz DS, Winegar RK, Nicolaou AL, Hartnick E, Wolfson M, Southwick SM (1999) Perceived abuse and neglect as risk factors for suicidal behavior in adolescent inpatients. J Nerv Ment Dis 187:32–39

    Article  CAS  PubMed  Google Scholar 

  61. Brown J, Cohen P, Johnson JG, Smailes EM (1999) Childhood abuse and neglect: specificity of effects on adolescent and young adult depression and suicidality. J Am Acad Child Adolesc Psychiatry 38:1490–1496. doi:10.1097/00004583-199912000-00009

    Article  CAS  PubMed  Google Scholar 

  62. Fergusson DM, Woodward LJ, Horwood LJ (2000) Risk factors and life processes associated with the onset of suicidal behaviour during adolescence and early adulthood. Psychol Med 30:23–39

    Article  CAS  PubMed  Google Scholar 

  63. Joiner TE Jr, Sachs-Ericsson NJ, Wingate LR, Brown JS, Anestis MD, Selby EA (2007) Childhood physical and sexual abuse and lifetime number of suicide attempts: a persistent and theoretically important relationship. Behav Res Ther 45:539–547. doi:10.1016/j.brat.2006.04.007

    Article  PubMed  Google Scholar 

  64. Perry B (2008) Child maltreatment: a neurodevelopment perspective on the role of trauma and neglect in psychopathology. In: Beauchaine T, Hinshaw SP (eds) Child and adolescent psychopathology. Wiley, Hoboken, pp 93–129

    Google Scholar 

  65. Friedman MJ, Keane TM, Resick PA (2007) Handbook of PTSD: science and practice. Guilford Press, New York

    Google Scholar 

  66. Dunmore E, Clark DM, Ehlers A (2001) A prospective investigation of the role of cognitive factors in persistent Posttraumatic Stress Disorder (PTSD) after physical or sexual assault. Behav Res Ther 39:1063–1084. doi:10.1016/s0005-7967(00)00088-7

    Article  CAS  PubMed  Google Scholar 

  67. Walker JL, Carey PD, Mohr N, Stein DJ, Seedat S (2004) Gender differences in the prevalence of childhood sexual abuse and in the development of pediatric PTSD. Arch Women Ment Health 7:111–121. doi:10.1007/s00737-003-0039-z

    Article  CAS  Google Scholar 

  68. Pino NW, Meier RF (1999) Gender differences in rape reporting. Sex Roles 40:979–990. doi:10.1023/a:1018837524712

    Article  Google Scholar 

  69. Bebbington PE, Minot S, Cooper C et al (2010) Suicidal ideation, self-harm and attempted suicide: results from the British psychiatric morbidity survey 2000. Eur Psychiatry 25:427–431. doi:10.1016/j.eurpsy.2009.12.004

    Article  CAS  PubMed  Google Scholar 

Download references

Conflict of interest

On behalf of all authors, the corresponding author states that there is no conflict of interest.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Sidsel Karsberg.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Karsberg, S., Armour, C. & Elklit, A. Patterns of victimization, suicide attempt, and posttraumatic stress disorder in Greenlandic adolescents: a latent class analysis. Soc Psychiatry Psychiatr Epidemiol 49, 1389–1399 (2014). https://doi.org/10.1007/s00127-014-0890-4

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00127-014-0890-4

Keywords

Navigation