Abstract
Background
Distress intolerance (DI) is a well-established cognitive-affective factor that reflects the inability to tolerate negative emotional experiences. DI has been consistently linked with post-traumatic stress disorder (PTSD) but no research to date has demonstrated whether DI confers pre-existing risk for PTSD-like symptoms following an analogue trauma.
Methods
Participants (n = 70) were recruited based on either a history of traumatic brain injury (TBI) or elevations on a related emotional vulnerability. After completing self-report measures, participants watched a film depicting life-threatening car accidents and then monitored the occurrence of intrusions. Ambulatory assessments of film-related traumatic intrusions were then reported 3x/day for 7 days.
Results
As hypothesized, greater DI predicted a poorer ability to volitionally suppress intrusions during the lab-based monitoring period. DI also predicted greater naturalistic intrusions on average throughout the subsequent week, and this difference was largest at the beginning of the follow-up period. Unexpectedly, DI did not predict the trajectory (i.e., slope) of naturalistic intrusions during the follow-up period. TBI status was also not related to intrusions during the follow-up period.
Conclusions
These findings provide critical support for DI as a pre-existing risk factor for the development of intrusive thoughts following an analogue trauma. Future research should seek to extend these findings to a clinical sample.
Similar content being viewed by others
Notes
Two individuals reported moderate or severe TBIs. All results were consistent both with and without these participants included. Therefore, these participants were retained in all analyses.
One subject did not complete the MDES. All analyses were conducted both with and without this subject and the pattern of results remained the same. Therefore, this subject was retained in all other analyses.
References
Albanese, B. J., Boffa, J. W., Macatee, R. J., & Schmidt, N. B. (2017). Anxiety sensitivity mediates gender differences in post-concussive symptoms in a clinical sample. Psychiatry Research, 252, 242–246
Albanese, B. J., Macatee, R. J., Allan, N. P., Short, N. A., Norr, A. M., & Schmidt, N. B. (2018). Interactive effects of anxiety sensitivity and attentional control on post-traumatic stress in community and clinical populations. Psychiatry: Interpersonal and Biological Processes, 80(1), 1–14. https://doi.org/10.1080/00332747.2017.1309867
Albanese, B. J., Macatee, R. J., Gallyer, A. J., Stanley, I. H., Joiner, T. E., & Schmidt, N. B. (2019a). Impaired conflict detection differentiates suicide attempters from ideating nonattempters: Evidence from event-related potentials. Biological Psychiatry: Cognitive Neuroscience and Neuroimaging, 4(10), 902–912
Albanese, B. J., Macatee, R. J., Stanley, I. H., Bauer, B. W., Capron, D. W., Bernat, E., & Schmidt, N. B. (2019b). Differentiating suicide attempts and suicidal ideation using neural markers of emotion regulation. Journal of Affective Disorders, 257, 536–550
Allan, N. P., Cooper, D., Oglesby, M. E., Short, N. A., Saulnier, K. G., & Schmidt, N. B. (2018). Lower-order anxiety sensitivity and intolerance of uncertainty dimensions operate as specific vulnerabilities for social anxiety and depression within a hierarchical model. Journal of Anxiety Disorders, 53, 91–99. https://doi.org/10.1016/j.janxdis.2017.08.002
Almeida, D. M., Stawski, R. S., & Cichy, K. E. (2011). Combining checklist and interview approaches for assessing daily stressors: The daily inventory of stressful events. In R. Contrada & A. Baum (Eds.), The handbook of stress science: Biology, psychology, and health. (pp. 583–595). Springer.
Almeida, D. M., Wethington, E., & Kessler, R. C. (2002). The daily inventory of stressful events an interview-based approach for measuring daily stressors. Assessment, 9(1), 41–55. https://doi.org/10.1177/1073191102091006
American Psychiatric Association. (2013). DSM 5. American Psychiatric Association.
Anestis, M. D., Bagge, C. L., Tull, M. T., & Joiner, T. E. (2011). Clarifying the role of emotion dysregulation in the interpersonal-psychological theory of suicidal behavior in an undergraduate sample. Journal of Psychiatric Research, 45(5), 603–611
Antony, M. M., Bieling, P. J., Cox, B. J., Enns, M. W., & Swinson, R. P. (1998). Psychometric properties of the 42-item and 21-item versions of the Depression Anxiety Stress Scales in clinical groups and a community sample. Psychological Assessment, 10(2), 176. https://doi.org/10.1037/1040-3590.10.2.176
Banducci, A. N., Connolly, K. M., Vujanovic, A. A., Alvarez, J., & Bonn-Miller, M. O. (2017). The impact of changes in distress tolerance on PTSD symptom severity post-treatment among veterans in residential trauma treatment. Journal of Anxiety Disorders, 47, 99–105. https://doi.org/10.1016/j.janxdis.2017.01.004
Bates, D., Sarkar, D., Bates, M. D., & Matrix, L. (2007). The lme4 package. R Package Version, 2(1), 74
Boffa, J. W., Norr, A. M., Raines, A. M., Albanese, B. J., Short, N. A., & Schmidt, N. B. (2016). Anxiety sensitivity prospectively predicts posttraumatic stress symptoms following a campus shooting. Behavior Therapy, 47(3), 367–376. https://doi.org/10.1016/j.beth.2016.02.006
Boffa, J. W., & Schmidt, N. B. (2019). Reductions in anxiety sensitivity cognitive concerns prospectively mitigate trauma symptom development. Behaviour Research and Therapy, 113, 39–47. https://doi.org/10.1016/j.brat.2018.12.007
Boffa, J. W., Short, N. A., Gibby, B. A., Stentz, L. A., & Schmidt, N. B. (2018). Distress tolerance as a mechanism of PTSD symptom change: Evidence for mediation in a treatment-seeking sample. Psychiatry Research, 267, 400–408. https://doi.org/10.1016/j.psychres.2018.03.085
Bogner, J., & Corrigan, J. D. (2009). Reliability and predictive validity of the Ohio State University TBI identification method with prisoners. The Journal of Head Trauma Rehabilitation, 24(4), 279–291.
Brewin, C. R., Andrews, B., & Valentine, J. D. (2000). Meta-analysis of risk factors for posttraumatic stress disorder in trauma-exposed adults. Journal of Consulting and Clinical Psychology, 68(5), 748–766. https://doi.org/10.1037/0022-006X.68.5.748
Bryant, R. A., Creamer, M., O’Donnell, M., Forbes, D., McFarlane, A. C., Silove, D., & Hadzi-Pavlovic, D. (2017). Acute and chronic posttraumatic stress symptoms in the emergence of posttraumatic stress disorder: A network analysis. JAMA Psychiatry, 74(2), 135–142. https://doi.org/10.1001/jamapsychiatry.2016.3470
Clark, I. A., Mackay, C. E., & Holmes, E. A. (2015). Low emotional response to traumatic footage is associated with an absence of analogue flashbacks: An individual participant data meta-analysis of 16 trauma film paradigm experiments. Cognition and Emotion, 29(4), 702–713. https://doi.org/10.1080/02699931.2014.926861
Corrigan, J. D., & Bogner, J. (2007). Initial reliability and validity of the Ohio State University TBI identification method. The Journal of Head Trauma Rehabilitation, 22(6), 318–329
Delahanty, D. L., & Nugent, N. R. (2006). Predicting PTSD prospectively based on prior trauma history and immediate biological responses. Annals of the New York Academy of Sciences, 1071(1), 27–40
First, M. B., Williams, J. B. W., Karg, R. S., & Spitzer, R. L. (2015). Structured clinical interview for DSM-5 - research version (SCID-5 for DSM-5, research version; SCID-5-RV). American Psychiatric Association.
Galatzer-Levy, I. R., Nickerson, A., Litz, B. T., & Marmar, C. R. (2013). Patterns of lifetime PTSD comorbidity: A latent class analysis. Depression and Anxiety, 30(5), 489–496. https://doi.org/10.1002/da.22048
Ginzburg, K., Ein-Dor, T., & Solomon, Z. (2010). Comorbidity of posttraumatic stress disorder, anxiety and depression: A 20-year longitudinal study of war veterans. Journal of Affective Disorders, 123(1), 249–257. https://doi.org/10.1016/j.jad.2009.08.006
Gross, J. J., & Levenson, R. W. (1995). Emotion elicitation using films. Cognition & Emotion, 9(1), 87–108. https://doi.org/10.1080/02699939508408966
Henry, J. D., & Crawford, J. R. (2005). The short-form version of the Depression Anxiety Stress Scales (DASS-21): Construct validity and normative data in a large non-clinical sample. British Journal of Clinical Psychology, 44(2), 227–239. https://doi.org/10.1348/014466505X29657
Holmes, E. A., & Bourne, C. (2008). Inducing and modulating intrusive emotional memories: A review of the trauma film paradigm. Acta Psychologica, 127(3), 553–566. https://doi.org/10.1016/j.actpsy.2007.11.002
Holmes, E. A., Brewin, C. R., & Hennessy, R. G. (2004). Trauma films, information processing, and intrusive memory development. Journal of Experimental Psychology: General, 133(1), 3. https://doi.org/10.1037/0096-3445.133.1.3
Horowitz, M., Wilner, N., & Alvarez, W. (1979). Impact of Event Scale: A measure of subjective stress. Psychosomatic Medicine, 41(3), 209–218. https://doi.org/10.1097/00006842-197905000-00004
Ingram, R. E., & Price, J. M. (2009). Understanding psychopathology: The role of vulnerability. In R. Ingram & J. M. Price (Eds.), Vulnerability to psychopathology: Risk across the lifespan. (pp. 3–17). Guilford Press.
Iyadurai, L., Visser, R. M., Lau-Zhu, A., Porcheret, K., Horsch, A., Holmes, E. A., & James, E. L. (2019). Intrusive memories of trauma: A target for research bridging cognitive science and its clinical application. Clinical Psychology Review, 69, 67–82. https://doi.org/10.1016/j.cpr.2018.08.005
James, E. L., Lau-Zhu, A., Clark, I. A., Visser, R. M., Hagenaars, M. A., & Holmes, E. A. (2016). The trauma film paradigm as an experimental psychopathology model of psychological trauma: Intrusive memories and beyond. Clinical Psychology Review, 47, 106–142. https://doi.org/10.1016/j.cpr.2016.04.010
Kessler, R. C., Sonnega, A., Bromet, E., Hughes, M., & Nelson, C. B. (1995). Posttraumatic stress disorder in the National Comorbidity Survey. Archives of General Psychiatry, 52(12), 1048–1060. https://doi.org/10.1001/archpsyc.1995.03950240066012
Kraemer, H. C., Kazdin, A. E., Offord, D. R., Kessler, R. C., Jensen, P. S., & Kupfer, D. J. (1997). Coming to terms with the terms of risk. Archives of General Psychiatry, 54(4), 337–343. https://doi.org/10.1001/archpsyc.1997.01830160065009
Kraemer, K. M., Luberto, C. M., & McLeish, A. C. (2013). The moderating role of distress tolerance in the association between anxiety sensitivity physical concerns and panic and PTSD-related re-experiencing symptoms. Anxiety, Stress & Coping, 26(3), 330–342. https://doi.org/10.1080/10615806.2012.693604
Kratovic, L., Smith, L. J., & Vujanovic, A. A. (2020). PTSD symptoms, suicidal ideation, and suicide risk in university students: The role of distress tolerance. Journal of Aggression, Maltreatment & Trauma, 30, 1–19
Law, K. C., Khazem, L. R., & Anestis, M. D. (2015). The role of emotion dysregulation in suicide as considered through the ideation to action framework. Current Opinion in Psychology, 3, 30–35
Lejuez, C. W., Aklin, W. M., Zvolensky, M. J., & Pedulla, C. M. (2003). Evaluation of the Balloon Analogue Risk Task (BART) as a predictor of adolescent real-world risk-taking behaviours. Journal of Adolescence, 26(4), 475–479. https://doi.org/10.1016/S0140-1971(03)00036-8
Leyro, T. M., Zvolensky, M. J., & Bernstein, A. (2010). Distress tolerance and psychopathological symptoms and disorders: A review of the empirical literature among adults. Psychological Bulletin, 136(4), 576. https://doi.org/10.1037/a0019712
Lovibond, P. F., & Lovibond, S. H. (1995). The structure of negative emotional states: Comparison of the Depression Anxiety Stress Scales (DASS) with the Beck Depression and Anxiety Inventories. Behaviour Research and Therapy, 33(3), 335–343. https://doi.org/10.1016/0005-7967(94)00075-u
Macatee, R. J., Albanese, B. J., Allan, N. P., Schmidt, N. B., & Cougle, J. R. (2016). Distress intolerance as a moderator of the relationship between daily stressors and affective symptoms: Tests of incremental and prospective relationships. Journal of Affective Disorders, 206, 125–132. https://doi.org/10.1016/j.jad.2016.07.035
Macatee, R. J., Albanese, B. J., Clancy, K., Allan, N. P., Bernat, E. M., Cougle, J. R., & Schmidt, N. B. (2018b). Distress intolerance modulation of neurophysiological markers of cognitive control during a complex go/no-go task. Journal of Abnormal Psychology, 127(1), 12. https://doi.org/10.1037/abn0000323
Macatee, R., Albanese, B., Crane, N., Okey, S., Cougle, J., & Schmidt, N. (2018a). Distress intolerance moderation of neurophysiological markers of response inhibition after induced stress: Relations with cannabis use disorder. Psychology of Addictive Behaviors, 32(8), 944. https://doi.org/10.1037/adb0000418
Macatee, R. J., Albanese, B. J., Schmidt, N. B., & Cougle, J. R. (2017). Attention bias towards negative emotional information and its relationship with daily worry in the context of acute stress: An eye-tracking study. Behaviour Research and Therapy, 90, 96–110. https://doi.org/10.1016/j.brat.2016.12.013
Macatee, R. J., Capron, D. W., Schmidt, N. B., & Cougle, J. R. (2013). An examination of low distress tolerance and life stressors as factors underlying obsessions. Journal of Psychiatric Research, 47(10), 1462–1468. https://doi.org/10.1016/j.jpsychires.2013.06.019
Macatee, R. J., & Cougle, J. R. (2015). Development and evaluation of a computerized intervention for low distress tolerance and its effect on performance on a neutralization task. Journal of Behavior Therapy and Experimental Psychiatry, 48, 33–39. https://doi.org/10.1016/j.jbtep.2015.01.007
Marshall-Berenz, E. C., Vujanovic, A. A., Bonn-Miller, M. O., Bernstein, A., & Zvolensky, M. J. (2010). Multimethod study of distress tolerance and PTSD symptom severity in a trauma-exposed community sample. Journal of Traumatic Stress, 23(5), 623–630. https://doi.org/10.1002/jts.20568
May, J., Andrade, J., Panabokke, N., & Kavanagh, D. (2004). Images of desire: Cognitive models of craving. Memory, 12(4), 447–461
McDermott, K. A., Smith, H. L., & Cougle, J. R. (2019). An examination of perseverative thinking and perception of threat from emotion as mechanisms underlying the relationship between distress intolerance and internalizing symptoms. Cognitive Therapy and Research, 43(3), 561–569. https://doi.org/10.1007/s10608-018-9960-3
McGrew, S. J., Ennis, C. R., Vujanovic, A., Franklin, C. L., & Raines, A. M. (2020). An initial investigation of the association between distress intolerance and posttraumatic stress within military sexual trauma survivors. Psychological Trauma: Theory, Research, Practice, and Policy, 12(3), 306. https://doi.org/10.1037/tra0000516
McHugh, R. K., & Otto, M. W. (2012). Refining the measurement of distress intolerance. Behavior Therapy, 43(3), 641–651. https://doi.org/10.1016/j.beth.2011.12.001
McKinlay, A., Grace, R. C., Horwood, L. J., Fergusson, D. M., Ridder, E. M., & MacFarlane, M. R. (2008). Prevalence of traumatic brain injury among children, adolescents and young adults: Prospective evidence from a birth cohort. Brain Injury, 22(2), 175–181
Norr, A. M., Albanese, B. J., Boffa, J. W., Short, N. A., & Schmidt, N. B. (2016). The relationship between gender and PTSD symptoms: Anxiety sensitivity as a mechanism. Personality and Individual Differences, 90, 210–213. https://doi.org/10.1016/j.paid.2015.11.014
Norris, F. H., Foster, J. D., & Weisshaar, D. L. (2002). The epidemiology of gender differences in PTSD across developmental, societal, and research contexts. In R. Kimerling, P. Ouimette, & J. Wolfe (Eds.), Gender and PTSD. (pp. 3–42). The Guilford Press.
Olatunji, B., & Fan, Q. (2015). Anxiety sensitivity and post-traumatic stress reactions: Evidence for intrusions and physiological arousal as mediating and moderating mechanisms. Journal of Anxiety Disorders, 34, 76–85. https://doi.org/10.1016/j.janxdis.2015.06.002
Olatunji, B. O., Fan, Q., & Wolitzky-Taylor, K. (2018). Anxiety sensitivity and post-traumatic stress reactions: Effects of time-varying intrusive thoughts and associated distress. Journal of Behavior Therapy and Experimental Psychiatry, 61, 113–120. https://doi.org/10.1016/j.jbtep.2018.07.001
Pettit, J. W., Temple, S. R., Norton, P. J., Yaroslavsky, I., Grover, K. E., Morgan, S. T., & Schatte, D. J. (2009). Thought suppression and suicidal ideation: Preliminary evidence in support of a robust association. Depression and Anxiety, 26(8), 758–763
R Core Team. (2018). R Foundation for Statistical Computing; Vienna, Austria: 2015. R: A language and environment for statistical computing, 2013.
Rahman, N., Horesh, D., Kouri, N. A., Kapel Lev-Ari, R., Titcombe-Parekh, R., Bryant, R. A., Marmar, C. R., & Brown, A. D. (2019). Increasing self-efficacy reduces visual intrusions to a trauma-film paradigm. Anxiety, Stress, & Coping, 32(2), 202–215. https://doi.org/10.1080/10615806.2019.1566532
Reiss, S., Peterson, R. A., Gursky, D. M., & McNally, R. J. (1986). Anxiety sensitivity, anxiety frequency and the prediction of fearfulness. Behaviour Research and Therapy, 24(1), 1–8. https://doi.org/10.1016/0005-7967(86)90143-9
Ridout, M., Hinde, J., & Demétrio, C. G. (2001). A score test for testing a zero-inflated Poisson regression model against zero-inflated negative binomial alternatives. Biometrics, 57(1), 219–223. https://doi.org/10.1111/j.0006-341X.2001.00219.x
Sayed, S., Iacoviello, B. M., & Charney, D. S. (2015). Risk factors for the development of psychopathology following trauma. Current Psychiatry Reports, 17(8), 1–7
Schmidt, N. B., Norr, A. M., Allan, N. P., Raines, A. M., & Capron, D. W. (2017). A randomized clinical trial targeting anxiety sensitivity for patients with suicidal ideation. Journal of Consulting and Clinical Psychology, 85(6), 596. https://doi.org/10.1037/ccp0000195
Schweizer, T., Schmitz, J., Plempe, L., Sun, D., Becker-Asano, C., Leonhart, R., & Tuschen-Caffier, B. (2017). The impact of pre-existing anxiety on affective and cognitive processing of a Virtual Reality analogue trauma. PLoS ONE. https://doi.org/10.1371/journal.pone.0190360
Short, N. A., Boffa, J. W., Wissemann, K., & Schmidt, N. B. (2020). Insomnia symptoms predict the development of post-traumatic stress symptoms following an experimental trauma. Journal of Sleep Research, 29(1), e12909. https://doi.org/10.1111/jsr.12909
Stein, M. B., Jain, S., Giacino, J. T., Levin, H., Dikmen, S., Nelson, L. D., & TRACK-TBI Investigators. (2019). Risk of posttraumatic stress disorder and major depression in civilian patients after mild traumatic brain injury: a TRACK-TBI study. JAMA Psychiatry, 76(3), 249–258
Strong, D., Lejuez, C., Daughters, S., Marinello, M., Kahler, C., & Brown, R. (2003). The computerized mirror tracing task, version 1. Unpublished manual.
Vujanovic, A. A., Dutcher, C. D., & Berenz, E. C. (2017). Multimodal examination of distress tolerance and posttraumatic stress disorder symptoms in acute-care psychiatric inpatients. Journal of Anxiety Disorders, 48, 45–53. https://doi.org/10.1016/j.janxdis.2016.08.005
Vujanovic, A. A., Rathnayaka, N., Amador, C. D., & Schmitz, J. M. (2016). Distress tolerance: Associations with posttraumatic stress disorder symptoms among trauma-exposed, cocaine-dependent adults. Behavior Modification, 40(1–2), 120–143. https://doi.org/10.1177/0145445515621490
Vujanovic, A. A., Wardle, M. C., Bakhshaie, J., Smith, L. J., Green, C., Lane, S. D., & Schmitz, J. M. (2018). Distress tolerance: Associations with trauma- and drug-cue reactivity in low-income, inner-city adults with substance use disorders and posttraumatic stress. Psychology of Addictive Behaviors, 32, 264–276. https://doi.org/10.1037/adb0000362
Vujanovic, A. A., & Zegel, M. (2020). Distress tolerance and posttraumatic stress (pp. 343–376). In M. T. Tull & N. A. Kimbrel (Eds.), Emotion in posttraumatic stress disorder. New York: Guilford Press.
Wegner, D. M., Schneider, D. J., Carter, S. R., & White, T. L. (1987). Paradoxical effects of thought suppression. Journal of Personality and Social Psychology, 53(1), 5.
Zvolensky, M. J., Vujanovic, A. A., Bernstein, A., & Leyro, T. (2010). Distress tolerance: Theory, measurement, and relations to psychopathology. Current Directions in Psychological Science, 19(6), 406–410. https://doi.org/10.1177/0963721410388642
Acknowledgements
All data were collected and analyzed at the Florida State University, Department of Psychology, Tallahassee, FL.
Funding
This work was also in part supported by the National Institute of Health Integrated Clinical Neuroscience Training for Translational Research (Grant No. 4T32MH093311-05). Opinions, interpretations, conclusions and recommendations are those of the authors and are not necessarily endorsed by the National Institute of Health.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
Brian J. Albanese, Thomas J. Preston, Carter Bedford, Richard J. Macatee, and Norman B. Schmidt declares that they have no conflict of interest.
Research Involving Human Participants
All research was approved by the appropriate Institutional Review Boards prior to the beginning of data collection as well as renewed as necessary throughout the study duration, including the present data analyses.
Informed Consent
All procedures were approved by the Florida State University Institutional Review Board. All participants provided informed consent prior to participation.
Animal rights
Non-human animals were not used in the present manuscript.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Albanese, B.J., Preston, T.J., Bedford, C. et al. Distress Intolerance Prospectively Predicts Traumatic Intrusions Following an Experimental Trauma in a Non-clinical Sample. Cogn Ther Res 45, 1202–1212 (2021). https://doi.org/10.1007/s10608-021-10228-2
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10608-021-10228-2