Hostname: page-component-cd9895bd7-mkpzs Total loading time: 0 Render date: 2024-12-25T20:26:54.210Z Has data issue: false hasContentIssue false

Distinguishing between rumination and intrusive memories in PTSD using a wearable self-tracking instrument: a proof-of-concept case study

Published online by Cambridge University Press:  03 May 2021

Ida-Marie T. P. Arendt*
Affiliation:
Psychotherapy Research Unit, Mental Health Centre Stolpegaard, Capital Region Psychiatry, Stolpegårdsvej 20, 2820 Gentofte, Denmark
Lisa H. G. Riisager
Affiliation:
Psychotherapy Research Unit, Mental Health Centre Stolpegaard, Capital Region Psychiatry, Stolpegårdsvej 20, 2820 Gentofte, Denmark University of Southern Denmark, Department of Psychology, Campusvej 55, 5230 Odense C, Denmark
Jakob E. Larsen
Affiliation:
Technical University of Denmark, Cognitive Systems Section, Anker Engelunds Vej 1, 2800 Kgs. Lyngby, Denmark
Thomas B. Christiansen
Affiliation:
Technical University of Denmark, Cognitive Systems Section, Anker Engelunds Vej 1, 2800 Kgs. Lyngby, Denmark
Stine B. Moeller
Affiliation:
Psychotherapy Research Unit, Mental Health Centre Stolpegaard, Capital Region Psychiatry, Stolpegårdsvej 20, 2820 Gentofte, Denmark University of Southern Denmark, Department of Psychology, Campusvej 55, 5230 Odense C, Denmark
*
*Corresponding author. Email: psykolog.idamarie.arendt@gmail.com

Abstract

Rumination has been shown to play a part in post-traumatic stress disorder (PTSD), but its relation to the intrusions characteristic of PTSD has mainly been investigated experimentally. This proof-of-concept case study explored the occurrence, personal experiences, and possible relation between rumination and intrusions in two PTSD patients in their daily living using a mixed method approach. A novel wearable self-tracking instrument was employed which provided fine-grained temporal resolution of observation data and could eliminate recall bias. Furthermore, quantitative and qualitative data were collected on participants’ symptoms, rumination and experiences of using the self-tracking instrument. First, without distinguishing between the two phenomena, the participants tracked both for a week. After receiving psychoeducational training for distinguishing between rumination and intrusions, the differentiated phenomena were tracked for a week. Both participants reported being subjectively able to distinguish between rumination and intrusions and made observations with high adherence during the project. Data hinted at a possible temporal relation between the phenomena in line with theories posing rumination as a maladaptive coping strategy as well as an exacerbator of PTSD symptoms. However, relations to mood were inconclusive. Furthermore, by using the self-tracking instrument, participants gained a heightened awareness of the characteristics of rumination and intrusions and contextual cues for occurrence, as well as a greater sense of momentary agency. Results reveal promising prospects in using the wearable self-tracking instrument for further investigation of the relation between rumination and intrusions in the lived lives of PTSD patients, as well as potential for incorporating this method in clinical treatment.

Key learning aims

  1. (1) Self-tracking with the One Button Tracker is a novel symptom registration method, particularly suited for use in psychotherapeutic treatment and research.

  2. (2) Rumination and intrusions appear to the participants as distinct cognitive phenomena and treatment targets in PTSD.

  3. (3) Registering rumination and intrusions in real-time could reveal important temporal relations between them and the contexts in which they occur.

  4. (4) The data obtained with this self-tracking method can potentially be used as a tool in, and for the further development of psychotherapy for PTSD.

Type
Original Research
Copyright
© The Author(s), 2021. Published by Cambridge University Press on behalf of the British Association for Behavioural and Cognitive Psychotherapies

Access options

Get access to the full version of this content by using one of the access options below. (Log in options will check for institutional or personal access. Content may require purchase if you do not have access.)

References

Further reading

Ehlers, A., Hackmann, A., & Michael, T. (2004). Intrusive re-experiencing in post-traumatic stress disorder: phenomenology, theory, and therapy . Memory, 12, 403–415. https://doi.org/10.1080/09658210444000025CrossRefGoogle Scholar
Griffin, B., & Saunders, K. E. A. (2020). Smartphones and wearables as a method for understanding symptom mechanisms. Frontiers in Psychiatry, 10, 949. https://doi.org/10.3389/fpsyt.2019.00949CrossRefGoogle Scholar
Hackmann, A., Ehlers, A., Speckens, A., & Clark, D. M. (2004). Characteristics and content of intrusive memories in PTSD and their changes with treatment. Journal of Traumatic Stress, 17, 231–240. https://doi.org/10.1023/B:JOTS.0000029266.88369.fdCrossRefGoogle Scholar
Michael, T., Halligan, S. L., Clark, D. M., & Ehlers, A. (2007). Rumination in posttraumatic stress disorder Depression and Anxiety, 24, 307317. https://doi.org/10.1002/da.20228 CrossRefGoogle ScholarPubMed
Pugach, C. P., Campbell, A. A., & Wisco, B. E. (2020). Emotion regulation in posttraumatic stress disorder (PTSD): rumination accounts for the association between emotion regulation difficulties and PTSD severity. Journal of Clinical Psychology, 76, 508525. https://doi.org/10.1002/jclp.22879 CrossRefGoogle ScholarPubMed
Watkins, E. R., & Roberts, H. (2020). Reflecting on rumination: consequences, causes, mechanisms and treatment of rumination. Behaviour Research and Therapy, 127, 103573. https://doi.org/10.1016/j.brat.2020.103573 CrossRefGoogle ScholarPubMed

References

Aldao, A., Nolen-Hoeksema, S., & Schweizer, S. (2010). Emotion-regulation strategies across psychopathology: a meta analytic review. Clinical Psychology Review, 30, 217237. doi: 10.1016/j.cpr.2009.11.004 CrossRefGoogle ScholarPubMed
American Psychiatric Association (2013). Diagnostic and Statistical Manual of Mental Disorders (5th edn). Arlington, VA: American Psychiatric Association.Google Scholar
Ball, S. C., & Brewin, C. R. (2012). The effect of rumination on intrusive images and mood: an experimental investigation using the trauma film paradigm. Journal of Experimental Psychopathology, 3, 297309. https://doi.org/10.5127/jep.019511 CrossRefGoogle Scholar
Birrer, E., & Michael, T. (2011). Rumination in PTSD as well as in traumatized and non-traumatized depressed patients: a cross-sectional clinical study. Behavioural and Cognitive Psychotherapy, 39, 381397. https://doi:10.1017/S1352465811000087CrossRefGoogle ScholarPubMed
Brown, W. J., Hetzel-Riggin, M. D., Mitchell, M. A., & Bruce, S. E. (2018). Rumination mediates the relationship between negative affect and posttraumatic stress disorder symptoms in female interpersonal trauma survivors. Journal of Interpersonal Violence, 0886260518818434. https://doi.org/10.1177/0886260518818434CrossRefGoogle Scholar
Danske, Regioner (2017). Pakkeforløb for PTSD. Voksne. https://www.regioner.dk/media/5557/pakkeforloeb-for-ptsd-voksne.pdf (accessed 5 May 2020).Google Scholar
Ehlers, A., & Clark, D. M. (2000). A cognitive model of posttraumatic stress disorder. Behaviour Research and Therapy, 38, 319345. https://doi.org/10.1016/S0005-7967(99)00123-0 CrossRefGoogle ScholarPubMed
Ehlers, A., Hackmann, A., & Michael, T. (2004). Intrusive re-experiencing in post-traumatic stress disorder: phenomenology, theory, and therapy. Memory, 12, 403415. https://doi.org/10.1080/09658210444000025 CrossRefGoogle ScholarPubMed
Ehlers, A., & Steil, R. (1995). Maintenance of intrusive memories in posttraumatic stress disorder: a cognitive approach. Behavioural and Cognitive Psychotherapy, 23, 217249. https://doi.org/10.1017/S135246580001585X CrossRefGoogle ScholarPubMed
Ehring, T., Frank, S., & Ehlers, A. (2008). The role of rumination and reduced concreteness in the maintenance of posttraumatic stress disorder and depression following trauma. Cognitive Therapy and Research, 32, 488506. https://doi.org/10.1007/s10608-006-9089-7 CrossRefGoogle ScholarPubMed
Elhai, J. D., Grubaugh, A. L., Kashdan, T. B., & Frueh, B. C. (2008). Empirical examination of a proposed refinement to DSM-IV posttraumatic stress disorder symptom criteria using the National Comorbidity Survey Replication data. Journal of Clinical Psychiatry, 69, 597. https://doi.org/10.4088/jcp.v69n0411 CrossRefGoogle ScholarPubMed
Griffin, B., & Saunders, K. E. A. (2020). Smartphones and wearables as a method for understanding symptom mechanisms. Frontiers in Psychiatry, 10, 949. https://doi.org/10.3389/fpsyt.2019.00949CrossRefGoogle Scholar
Hackmann, A., Ehlers, A., Speckens, A., & Clark, D. M. (2004). Characteristics and content of intrusive memories in PTSD and their changes with treatment. Journal of Traumatic Stress, 17, 231–240. https://doi.org/10.1023/B:JOTS.0000029266.88369.fdCrossRefGoogle Scholar
Heller, G. Z., Manuguerra, M., & Chow, R. (2016). How to analyze the visual analogue scale: myths, truths and clinical relevance. Scandinavian Journal of Pain, 13, 6775. https://doi.org/10.1016/j.sjpain.2016.06.012 CrossRefGoogle ScholarPubMed
Joseph, S., Williams, R., & Yule, W. (1997). Understanding Post-Traumatic Stress: A Psychosocial Perspective on PTSD and Treatment. Chichester, UK: Wiley.Google Scholar
Kleindienst, N., Priebe, K., Petri, M., Hecht, A., Santangelo, P., Bohus, M., & Schulte-Herbrüggen, O. (2017). Trauma-related memories in PTSD after interpersonal violence: an ambulatory assessment study. European Journal of Psychotraumatology, 8, 1409062. https://doi.org/10.1080/20008198.2017.1409062 CrossRefGoogle Scholar
Kubota, R., & Nixon, R. D. (2017). An analogue investigation into the effect of trauma-related rumination on trauma intrusions and the moderating role of trait rumination and depression. Journal of Experimental Psychopathology, 8, 413442. https://doi.org/10.5127/jep.058516 CrossRefGoogle Scholar
Kubota, R., Nixon, R. D. & Chen, J. (2015), Depression and rumination in trauma intrusions. Australian Journal of Psychology, 67, 7586. https://doi.org/10.1111/ajpy.12074 CrossRefGoogle Scholar
Laposa, J. M., & Rector, N. A. (2012). The prediction of intrusions following an analogue traumatic event: peritraumatic cognitive processes and anxiety-focused rumination versus rumination in response to intrusions. Journal of Behavior Therapy and Experimental Psychiatry, 43, 877883. https://doi.org/10.1016/j.jbtep.2011.12.007 CrossRefGoogle ScholarPubMed
Larsen, J. E., Eskelund, K., & Christiansen, T. B. (2017). Active self-tracking of subjective experience with a one-button wearable: a case study in military PTSD. In Proceedings of Workshop in Computational Mental Health at CHI 2017.Google Scholar
Luca, M. (2019). Maladaptive rumination as a transdiagnostic mediator of vulnerability and outcome in psychopathology. Journal of Clinical Medicine, 8, 314. https://doi.org/10.3390/jcm8030314 CrossRefGoogle ScholarPubMed
Meyer, T. J., Miller, M. L., Metzger, R. L., & Borkovec, T. D. (1990). Development and validation of the Penn State Worry Questionnaire. Behaviour Research and Therapy, 28, 487495. https://doi.org/10.1037/0022-3514.61.1.115 CrossRefGoogle ScholarPubMed
Michael, T., Halligan, S. L., Clark, D. M., & Ehlers, A. (2007). Rumination in posttraumatic stress disorder. Depression and Anxiety, 24, 307317. https://doi.org/10.1002/da.20228 CrossRefGoogle ScholarPubMed
Moeller, S. B. (2016). The metacognitive anger processing (MAP) scale: preliminary testing. Behavioural and Cognitive Psychotherapy, 44, 504509. https://doi.org/10.1017/S1352465815000272 CrossRefGoogle ScholarPubMed
Moulds, M. L., Bisby, M. A., Wild, J., & Bryant, R. A. (2020). Rumination in posttraumatic stress disorder: a systematic review. Clinical Psychology Review, 82, 101910. https://doi.org/10.1016/j.cpr.2020.101910 CrossRefGoogle ScholarPubMed
Newby, J. M., & Moulds, M. L. (2012). A comparison of the content, themes, and features of intrusive memories and rumination in major depressive disorder. British Journal of Clinical Psychology, 51, 197205. doi: 10.1111/j.2044-8260.2011.02020.x CrossRefGoogle ScholarPubMed
Nolen-Hoeksema, S., & Morrow, J. (1991). A prospective study of depression and posttraumatic stress symptoms after a natural disaster: the 1989 Loma Prieta earthquake. Journal of Personality and Social Psychology, 61, 115121. https://doi.org/10.1037/0022-3514.61.1.115 CrossRefGoogle ScholarPubMed
Pugach, C. P., Campbell, A. A., & Wisco, B. E. (2020). Emotion regulation in posttraumatic stress disorder (PTSD): rumination accounts for the association between emotion regulation difficulties and PTSD severity. Journal of Clinical Psychology, 76, 508–525. https://doi.org/10.1002/jclp.22879CrossRefGoogle Scholar
Rattel, J. A., Grünberger, L. M., Reichenberger, J., Liedlgruber, M., Miedl, S. F., Blechert, J., & Wilhelm, F. H. (2019). Frequency of intrusions and appraisal of related distress after analogue trauma: a comparative ecological momentary assessment methods study. Cognitive Therapy and Research, 43, 174184. doi: 10.1007/s10608-018-9941-6 CrossRefGoogle ScholarPubMed
Rosenkranz, T., Takano, K., Watkins, E. R., Ehring, T. (2020) Assessing repetitive negative thinking in daily life: development of an ecological momentary assessment paradigm. PLoS One, 15, e0231783. https://doi.org/10.1371/journal.pone.0231783 CrossRefGoogle ScholarPubMed
Santa Maria, A., Reichert, F., Hummel, S. B., & Ehring, T. (2012). Effects of rumination on intrusive memories: does processing mode matter? Journal of Behavior Therapy and Experimental Psychiatry, 43, 901909. https://doi.org/10.1016/j.jbtep.2012.01.004 CrossRefGoogle ScholarPubMed
Scharff, F. B., Lau, M. E., Riisager, L. G., Moeller, S. B., Salimi, M. L., Gondan, M., & Folke, S. (2020). The PTSD help app in a Danish PTSD population: research protocol of a randomized controlled feasibility trial. Pilot Feasibility Studies, 6, 92. https://doi.org/10.1186/s40814-020-00633-x CrossRefGoogle Scholar
Sheenan, D. V., Lecrubier, Y., Sheenan, K. H., Amorim, P., Janavs, J., Weiller, E. et al. (1998). The Mini-International Neuropsychiatric Interview (MINI): the development and validation of a structured diagnostic psychiatric interview for DSM-IV and ICD-10. Journal of Clinical Psychiatry, 59, 2233.Google Scholar
Shiffman, S., Stone, A. A., & Hufford, M. R. (2008). Ecological momentary assessment. Annual Review of Clinical Psychology, 4, 132. https://doi.org/10.1146/annurev.clinpsy.3.022806.091415 CrossRefGoogle ScholarPubMed
Smets, J., Luyckx, K., Wessel, I., & Raes, F. (2012). Depressed mood mediates the relationship between rumination and intrusions. Australian Journal of Psychology, 64, 209216. https://doi.org/10.1111/j.1742-9536.2012.00056.x CrossRefGoogle Scholar
Speckens, A. E., Ehlers, A., Hackmann, A., Ruths, F. A., & Clark, D. M. (2007). Intrusive memories and rumination in participants with post-traumatic stress disorder: a phenomenological comparison. Memory, 15, 249257. https://doi.org/10.1080/09658210701256449 CrossRefGoogle Scholar
Spitzer, R.L., Kroenke, K., Williams, J. W., Löwe, B. (2006). A brief measure for assessing generalized anxiety disorder. Archives of Internal Medicine, 166, 10921097. https://doi.org/10.1001/archinte.166.10.1092 CrossRefGoogle ScholarPubMed
Szabo, Y. Z., Warnecke, A. J., Newton, T. L., & Valentine, J. C. (2017). Rumination and posttraumatic stress symptoms in trauma-exposed adults: a systematic review and meta-analysis. Anxiety, Stress & Coping, 30, 396414. https://doi.org/10.1080/10615806.2017.1313835 CrossRefGoogle ScholarPubMed
Timmerby, N., Andersen, J. H., Søndergaard, S., Østergaard, S. D., & Bech, P. (2017). A systematic review of the clinimetric properties of the 6-item version of the Hamilton Depression Rating Scale (HAM-D6). Psychotherapy and Psychosomatics, 86, 141149. https://doi.org/10.1159/000457131 CrossRefGoogle Scholar
Trull, T. J., & Ebner-Priemer, U. W. (2009). Using experience sampling methods/ecological momentary assessment (ESM/EMA) in clinical assessment and clinical research: Introduction to the special section [Editorial]. Psychological Assessment, 21, 457462. https://doi.org/10.1037/a0017653 CrossRefGoogle Scholar
Watkins, E. R., & Roberts, H. (2020). Reflecting on rumination: consequences, causes, mechanisms and treatment of rumination. Behaviour Research and Therapy, 127, 103573. https://doi.org/10.1016/j.brat.2020.103573CrossRefGoogle Scholar
Weathers, F. W., Litz, B. T., Keane, T. M., Palmieri, P. A., Marx, B. P., & Schnurr, P. P. (2013). The PTSD checklist for DSM-5 (PCL-5). Scale available from the National Center for PTSD at: www.ptsd.va.gov Google Scholar
World Health Organization. (1993). The ICD-10 Classification of Mental and Behavioural Disorders: Diagnostic Criteria for Research (Vol. 2). World Health Organization.Google Scholar
Yang, Y. S., Ryu, G. W., & Choi, M. (2019). Factors associated with daily completion rates in a smartphone-based ecological momentary assessment study. Healthcare Informatics Research, 25, 332337. https://doi.org/10.4258/hir.2019.25.4.332 CrossRefGoogle Scholar
Zetsche, U., Ehring, T., & Ehlers, A. (2009). The effects of rumination on mood and intrusive memories after exposure to traumatic material: an experimental study. Journal of Behavior Therapy and Experimental Psychiatry, 40, 499514. https://doi.org/10.1016/j.jbtep.2009.07.001 CrossRefGoogle ScholarPubMed
Supplementary material: File

Arendt et al. supplementary material

Appendix C

Download Arendt et al. supplementary material(File)
File 16.7 KB
Supplementary material: File

Arendt et al. supplementary material

Appendix A

Download Arendt et al. supplementary material(File)
File 14 KB
Supplementary material: File

Arendt et al. supplementary material

Appendix B

Download Arendt et al. supplementary material(File)
File 12.7 KB
Submit a response

Comments

No Comments have been published for this article.