Abstract
Purpose
Vulnerability to post-traumatic disorder (PTSD) following a traumatic event can be influenced by individual-level as well as contextual factors. Characteristics of the social and economic environment might increase the odds for PTSD after traumatic events occur. One example that has been identified as a potential environmental determinant is income inequality. The purpose of this study is to investigate the association between State-level income inequality and PTSD among adults who have been exposed to trauma.
Methods
We used data from the National Epidemiologic Survey on Alcohol and Related Conditions (n = 34,653). Structured diagnostic interviews were administered at baseline (2001–2002) and follow-up (2004–2005). Weighted multi-level logistic regression was used to determine if US State-level income inequality, as measured by the Gini coefficient, was associated with incident episodes of PTSD during the study’s 3-year follow-up period adjusting for individual and state-level covariates.
Results
The mean Gini coefficient across states in the NESARC was 0.44 (SD = 0.02) and ranged from 0.39 to 0.53. Of the respondents, 27,638 reported exposure to a traumatic event. Of this sample, 6.9 and 2.3% experienced persistent or recurrent and incident PTSD, respectively. State-level inequality was not associated with increased odds for persistent or recurrent PTSD (OR = 1.02; 95% CI 0.85, 1.22), but was associated with incident PTSD (OR = 1.30, 95% CI 1.04, 1.63).
Conclusion
The degree of income inequality in one’s state of residence is associated with vulnerability to PTSD among individuals exposed to traumatic events. Additional work is needed to determine if this association is causal (or alternatively, is explained by other socio-contextual factors associated with income inequality), and if so, what anxiogenic mechanisms explain it.
Similar content being viewed by others
References
Association AP (2013) Diagnostic and statistical manual of mental disorders, 5th edn. American Psychiatric Publishing, Arlington
Kessler RC (2000) Posttraumatic stress disorder: the burden to the individual and to society. J Clin Psychiatry 61(Suppl 5):4–12 (discussion 13–14)
Breslau N (2002) Epidemiologic studies of trauma, posttraumatic stress disorder, and other psychiatric disorders. Can J Psychiatry (Revue canadienne de psychiatrie) 47(10):923–929
Breslau N, Davis GC, Schultz LR (2003) Posttraumatic stress disorder and the incidence of nicotine, alcohol, and other drug disorders in persons who have experienced trauma. Arch Gen Psychiatry 60(3):289–294
Koenen KC, Stellman SD, Sommer JF Jr, Stellman JM (2008) Persisting posttraumatic stress disorder symptoms and their relationship to functioning in Vietnam veterans: a 14-year follow-up. J Trauma Stress 21(1):49–57. doi:10.1002/jts.20304
Kubzansky LD, Koenen KC, Jones C, Eaton WW (2009) A prospective study of posttraumatic stress disorder symptoms and coronary heart disease in women. Health Psychol Off J Div Health Psychol Am Psychol Assoc 28(1):125–130. doi:10.1037/0278-6133.28.1.125
Acierno R, Ruggiero KJ, Galea S, Resnick HS, Koenen K, Roitzsch J, de Arellano M, Boyle J, Kilpatrick DG (2007) Psychological sequelae resulting from the 2004 Florida hurricanes: implications for postdisaster intervention. Am J Public Health 97(Suppl 1):S103–S108. doi:10.2105/AJPH.2006.087007
Olszewski TM, Varrasse JF (2005) The neurobiology of PTSD: implications for nurses. J Psychosoc Nurs Ment Health Serv 43(6):40–47
Galea S, Ahern J, Resnick H, Kilpatrick D, Bucuvalas M, Gold J, Vlahov D (2002) Psychological sequelae of the September 11 terrorist attacks in New York City. N Engl J Med 346(13):982–987. doi:10.1056/NEJMsa013404
Simeon D, Greenberg J, Nelson D, Schmeidler J, Hollander E (2005) Dissociation and posttraumatic stress 1 year after the World Trade Center disaster: follow-up of a longitudinal survey. J Clin Psychiatry 66(2):231–237
Messias E, Eaton WW, Grooms AN (2011) Economic grand rounds: income inequality and depression prevalence across the United States: an ecological study. Psychiatr Serv 62(7):710–712. doi:10.1176/appi.ps.62.7.710
Cifuentes M, Sembajwe G, Tak S, Gore R, Kriebel D, Punnett L (2008) The association of major depressive episodes with income inequality and the human development index. Soc Sci Med 67(4):529–539. doi:10.1016/j.socscimed.2008.04.003
Henderson C, Liu X, Diez Roux AV, Link BG, Hasin D (2004) The effects of US state income inequality and alcohol policies on symptoms of depression and alcohol dependence. Soc Sci Med 58(3):565–575
Pabayo R, Kawachi I, Gilman SE (2014) Income inequality among American states and the incidence of major depression. J Epidemiol Community Health 68(2):110–115. doi:10.1136/jech-2013-203093
Ahern J, Galea S (2006) Social context and depression after a disaster: the role of income inequality. J Epidemiol Community Health 60(9):766–770. doi:10.1136/jech.2006.042069
Kawachi I, Kennedy BP (1999) Income inequality and health: pathways and mechanisms. Health Serv Res 34(1 Pt 2):215–227
Wilkinson RG, Pickett KE (2006) Income inequality and population health: a review and explanation of the evidence. Soc Sci Med 62(7):1768–1784. doi:10.1016/j.socscimed.2005.08.036
Kawachi I, Berkman LF (2001) Social ties and mental health. J Urban Health Bull N Y Acad Med 78(3):458–467. doi:10.1093/jurban/78.3.458
Kennedy BP, Kawachi I, Prothrow-Stith D, Lochner K, Gupta V (1998) Social capital, income inequality, and firearm violent crime. Soc Sci Med 47(1):7–17
Pabayo R, Molnar BE, Kawachi I (2014) The role of neighborhood income inequality in adolescent aggression and violence. J Adolesc Health Off Publ Soc Adolesc Med 55(4):571–579. doi:10.1016/j.jadohealth.2014.04.012
Grant BF, Goldstein RB, Chou SP, Huang B, Stinson FS, Dawson DA, Saha TD, Smith SM, Pulay AJ, Pickering RP, Ruan WJ, Compton WM (2009) Sociodemographic and psychopathologic predictors of first incidence of DSM-IV substance use, mood and anxiety disorders: results from the Wave 2 National Epidemiologic Survey on Alcohol and Related Conditions. Mol Psychiatry 14(11):1051–1066. doi:10.1038/mp.2008.41
Grant BF, Dawson DA, Stinson FS, Chou SP, Dufour MC, Pickering RP (2004) The 12-month prevalence and trends in DSM-IV alcohol abuse and dependence: United States, 1991–1992 and 2001–2002. Drug Alcohol Depend 74(3):223–234. doi:10.1016/j.drugalcdep.2004.02.004
Kessler RC, Chiu WT, Demler O, Merikangas KR, Walters EE (2005) Prevalence, severity, and comorbidity of 12-month DSM-IV disorders in the National Comorbidity Survey Replication. Arch Gen Psychiatry 62(6):617–627. doi:10.1001/archpsyc.62.6.617
American Psychiatric Association (1994) Diagnostic and statistical manual of mental disorders, 4th edn. American Psychiatric Association, Washington DC
Ruan WJ, Goldstein RB, Chou SP, Smith SM, Saha TD, Pickering RP, Dawson DA, Huang B, Stinson FS, Grant BF (2008) The alcohol use disorder and associated disabilities interview schedule-IV (AUDADIS-IV): reliability of new psychiatric diagnostic modules and risk factors in a general population sample. Drug Alcohol Depend 92(1–3):27–36. doi:10.1016/j.drugalcdep.2007.06.001
Kennedy BP, Kawachi I, Prothrow-Stith D (1996) Income distribution and mortality: cross sectional ecological study of the Robin Hood index in the United States. BMJ 312(7037):1004–1007
Pietrzak RH, Goldstein RB, Southwick SM, Grant BF (2011) Personality disorders associated with full and partial posttraumatic stress disorder in the US population: results from Wave 2 of the National Epidemiologic Survey on Alcohol and Related Conditions. J Psychiatr Res 45(5):678–686. doi:10.1016/j.jpsychires.2010.09.013
Berkman LF, Kawachi I, Glymour M (2014) Social epidemiology, 2nd edn. Oxford University Press, New York, NY
Aldrich DP (2012) Building resilience: social capital in post-disaster recovery. The University of Chicago Press, Chicago
Kaplan GA, Pamuk ER, Lynch JW, Cohen RD, Balfour JL (1996) Inequality in income and mortality in the United States: analysis of mortality and potential pathways. BMJ 312(7037):999–1003
Johns LE, Aiello AE, Cheng C, Galea S, Koenen KC, Uddin M (2012) Neighborhood social cohesion and posttraumatic stress disorder in a community-based sample: findings from the Detroit Neighborhood Health Study. Soc Psychiatry Psychiatr Epidemiol 47(12):1899–1906. doi:10.1007/s00127-012-0506-9
Gapen M, Cross D, Ortigo K, Graham A, Johnson E, Evces M, Ressler KJ, Bradley B (2011) Perceived neighborhood disorder, community cohesion, and PTSD symptoms among low-income African Americans in an urban health setting. Am J Orthopsychiatry 81(1):31–37. doi:10.1111/j.1939-0025.2010.01069.x
Galea S, Nandi A, Vlahov D (2005) The epidemiology of post-traumatic stress disorder after disasters. Epidemiol Rev 27:78–91. doi:10.1093/epirev/mxi003
Galea S, Vlahov D, Resnick H, Ahern J, Susser E, Gold J, Bucuvalas M, Kilpatrick D (2003) Trends of probable post-traumatic stress disorder in New York City after the September 11 terrorist attacks. Am J Epidemiol 158(6):514–524
Brewin CR, Andrews B, Valentine JD (2000) Meta-analysis of risk factors for posttraumatic stress disorder in trauma-exposed adults. J Consult Clin Psychol 68(5):748–766
Bromet E, Sonnega A, Kessler RC (1998) Risk factors for DSM-III-R posttraumatic stress disorder: findings from the National Comorbidity Survey. Am J Epidemiol 147(4):353–361
Kaniasty K, Norris FH (2008) Longitudinal linkages between perceived social support and posttraumatic stress symptoms: sequential roles of social causation and social selection. J Trauma Stress 21(3):274–281. doi:10.1002/jts.20334
Ozer EJ, Best SR, Lipsey TL, Weiss DS (2003) Predictors of posttraumatic stress disorder and symptoms in adults: a meta-analysis. Psychol Bull 129(1):52–73
Michaels AJ, Michaels CE, Zimmerman MA, Smith JS, Moon CH, Peterson C (1999) Posttraumatic stress disorder in injured adults: etiology by path analysis. J Trauma 47(5):867–873
Johansen VA, Wahl AK, Eilertsen DE, Weisaeth L (2007) Prevalence and predictors of post-traumatic stress disorder (PTSD) in physically injured victims of non-domestic violence. A longitudinal study. Soc Psychiatry Psychiatr Epidemiol 42(7):583–593. doi:10.1007/s00127-007-0205-0
Acknowledgements
This work was supported in part by the Intramural Research Program of the Eunice Kennedy Shriver National Institute of Child Health and Human Development. Funding was provided by National Institutes of Health (Grant No. MH087544) and Canadian Institutes of Health Research (Postdoctoral fellowship award No. 234617).
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
On behalf of all authors, the corresponding author states that there is no conflict of interest.
Rights and permissions
About this article
Cite this article
Pabayo, R., Fuller, D., Goldstein, R.B. et al. Income inequality among American states and the conditional risk of post-traumatic stress disorder. Soc Psychiatry Psychiatr Epidemiol 52, 1195–1204 (2017). https://doi.org/10.1007/s00127-017-1413-x
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00127-017-1413-x