Cognitive Behavioral Therapy vs. Eye Movement Desensitization and Reprocessing for Treating Panic Disorder: A Randomized Controlled Trial
Open accessAbstract
Objective: Cognitive Behavioral Therapy (CBT) is an effective intervention for patients with panic disorder (PD). From a theoretical perspective, Eye Movement Desensitization and Reprocessing (EMDR) therapy could also be useful in the treatment of PD because: (1) panic attacks can be experienced as life threatening; (2) panic memories specific to PD resemble traumatic memories as seen in posttraumatic stress disorder (PTSD); and (3) PD often develops following a distressing life event. The primary objective of this Randomized Controlled Trial (RCT), was to compare EMDR therapy with CBT for PD and determine whether EMDR is not worse than CBT in reducing panic symptoms and improving Quality Of Life (QOL). Methods: Two-arm (CBT and EMDR) parallel RCT in patients with PD (N = 84). Patients were measured at baseline (T1), directly after the last therapy session (T2), and three months after ending therapy (T3). Non-inferiority testing (linear mixed model with intention-to-treat analysis) was applied. Patients were randomly assigned to 13 weekly 60-minute sessions of CBT (N = 42) or EMDR therapy (N = 42). Standard protocols were used. The primary outcome measure was severity of PD at T3, as measured with the Agoraphobic Cognitions Questionnaire (ACQ), the Body Sensations Questionnaire (BSQ), and the Mobility Inventory (MI). The secondary outcome measure was QOL, as measured with the World Health Organization Quality of Life short version (WHOQOL-Bref), at T3. Results: The severity of PD variables ACQ and BSQ showed non-inferiority of EMDR to CBT, while MI was inconclusive (adjusted analyses). Overall QOL and general health, Psychological health, Social relationships, and Environment showed non-inferiority of EMDR to CBT, while Physical health was inconclusive. Conclusion: EMDR therapy proved to be as effective as CBT for treating PD patients. Trial Registration: Dutch Trial Register, Nr. 3134 http://www.trialregister.nl/trialreg/admin/rctview.asp?TC=3134
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Preliminary research has shown promising results of clinical interventions that specifically focus on threat imagery in anxiety disorders, such as imagery rescripting or EMDR therapy.
“Preliminary research has also shown promising results of clinical interventions that specifically focus on threat imagery in anxiety disorders, such as imagery rescripting [34–37] or EMDR therapy [38–40].”
EMDR therapy focused on past aversive events reduces anxiety symptoms.
“Several randomized controlled trials found that EMDR therapy focused on past aversive events reduces anxiety symptoms [39, 40]”
EMDR has been applied to treat panic disorders and a variety of adverse life experiences.
“EMDR has also been applied to treat panic disorders18 and a variety of adverse life experiences.16”
From EMDR treatment for anxiety in MS patients: A pilot study (2020) · cites this paper as [18]
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Statistical power analyses using G∗Power 3.1: tests for correlation and regression analyses
Faul, F., Erdfelder, E., Buchner, A., & Lang, A.-G. (2009) · Behavior Research Methods · doi:10.3758/brm.41.4.1149 · Cited by 37,615 · see citing works
Piaggio, G., Elbourne, D. R., Pocock, S. J., Evans, S. J. W., Altman, D. G., & CONSORT Group, F. T. (2012) · JAMA · doi:10.1001/jama.2012.87802 · Cited by 2,428 · see citing works
Chambless, D. L., Caputo, G. C., Bright, P., & Gallagher, R. (1984) · Journal of Consulting and Clinical Psychology · doi:10.1037//0022-006x.52.6.1090 · Cited by 1,247 · see citing works
Chambless, D. L., Caputo, G. C., Bright, P., & Gallagher, R. (1984) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.52.6.1090 · Cited by 1,247 · see citing works
Reporting of Noninferiority and Equivalence Randomized Trials: An Extension of the CONSORT Statement
Piaggio, G., Elbourne, D. R., Altman, D. G., Pocock, S. J., Evans, S. J. W., & CONSORT Group, F. T. (2006) · JAMA · doi:10.1001/jama.295.10.1152 · Cited by 1,153 · see citing works
Barlow, D. H., Gorman, J. M., Shear, M. K., & Woods, S. W. (2000) · JAMA · doi:10.1001/jama.283.19.2529 · Cited by 953 · see citing works
Bisson, J. I., Ehlers, A., Matthews, R., Pilling, S., Richards, D., & Turner, S. (2007) · British Journal of Psychiatry · doi:10.1192/bjp.bp.106.021402 · Cited by 900 · see citing works
Clinical Handbook of Psychological Disorders: A Step-by-Step Treatment Manual
Barnaby, B. (2015) · Occupational Medicine · doi:10.1093/occmed/kqv128 · Cited by 816 · see citing works
The Mobility Inventory for Agoraphobia
Chambless, D. L., Caputo, G. C., Jasin, S. E., Gracely, E. J., & Williams, C. (1985) · Behaviour Research and Therapy · doi:10.1016/0005-7967(85)90140-8 · Cited by 775 · see citing works
Eye movement desensitization and reprocessing: Basic principles, protocols, and procedures
Lohr, J. (1996) · Behaviour Research and Therapy · doi:10.1016/s0005-7967(96)90013-3 · Cited by 759 · see citing works
Behavioral treatment of panic disorder
Barlow, D. H., Craske, M. G., Cerny, J. A., & Klosko, J. S. (1989) · Behavior Therapy · doi:10.1016/s0005-7894(89)80073-5 · Cited by 627 · see citing works
The Cross-national Epidemiology of Panic Disorder
Weissman, M. M. (1997) · Archives of General Psychiatry · doi:10.1001/archpsyc.1997.01830160021003 · Cited by 436 · see citing works
Trompenaars, F. J., Masthoff, E. D., Van Heck, G. L., Hodiamont, P. P., & De Vries, J. (2005) · Quality of Life Research · doi:10.1007/s11136-004-0787-x · Cited by 273 · see citing works
Combined psychotherapy plus antidepressants for panic disorder with or without agoraphobia
Furukawa, T. A., Watanabe, N., & Churchill, R. C. (2007) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd004364.pub2 · Cited by 195 · see citing works
Recent life events and panic disorder
Faravelli, C., & Pallanti, S. (1989) · American Journal of Psychiatry · doi:10.1176/ajp.146.5.622 · Cited by 173 · see citing works
(2002) · American Psychological Association eBooks · doi:10.1037/10512-000 · Cited by 148 · see citing works
Impact of cognitive)ehavioral treatment on quality of life in panic disorder patients.
Telch, M. J., Schmidt, N. B., Jaimez, T. L., Jacquin, K. M., & al, E. (1995) · Journal of Consulting and Clinical Psychology · doi:10.1037//0022-006x.63.5.823 · Cited by 118 · see citing works
Paroxetine, Clomipramine, and Cognitive Therapy in the Treatment of Panic Disorder
Bakker, A., van Dyck, R., Spinhoven, P., & van Balkom, A. J. L. M. (1999) · The Journal of Clinical Psychiatry · doi:10.4088/jcp.v60n1205 · Cited by 109 · see citing works
Cognitive behavior therapy vs exposure in vivo in the treatment of panic disorder with agrophobia
Öst, L., Thulin, U., & Ramnerö, J. (2004) · Behaviour Research and Therapy · doi:10.1016/j.brat.2003.07.004 · Cited by 109 · see citing works
Feske, U., & Goldstein, A. J. (1997) · Journal of Consulting and Clinical Psychology · doi:10.1037//0022-006x.65.6.1026 · Cited by 102 · see citing works
Impact of cognitive-behavioral treatment on quality of life in panic disorder patients.
Telch, M. J., Schmidt, N. B., Jaimez, T. L., Jacquin, K. M., & Harrington, P. J. (1995) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.63.5.823 · Cited by 98 · see citing works
Panic Disorder and Agoraphobia
Craske, M. G., & Simos, G. (2013) · Wiley eBooks · doi:10.1002/9781118330043.ch1 · Cited by 95 · see citing works
de Jongh, A., Ernst, R., Marques, L., & Hornsveld, H. K. (2013) · Journal of Behavior Therapy and Experimental Psychiatry · doi:10.1016/j.jbtep.2013.07.002 · Cited by 92 · see citing works
Goldstein, A. J., de Beurs, E., Chambless, D. L., & Wilson, K. (2000) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.68.6.947 · Cited by 88 · see citing works
Feske, U., & Goldstein, A. J. (1997) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.65.6.1026 · Cited by 80 · see citing works
Tones inferior to eye movements in the EMDR treatment of PTSD
van den Hout, M., Rijkeboer, M. M., Engelhard, I. M., Klugkist, I. G., Hornsveld, H. K., Toffolo, M. B. J., & Cath, D. C. (2012) · Behaviour Research and Therapy · doi:10.1016/j.brat.2012.02.001 · Cited by 78 · see citing works
Quality of life in panic disorder: looking beyond symptom remission
Davidoff, J., Christensen, S., Khalili, D. N., Nguyen, J., & IsHak, W. W. (2011) · Quality of Life Research · doi:10.1007/s11136-011-0020-7 · Cited by 68 · see citing works
Eye movement desensitization and reprocessing for panic disorder: A case series☆
Goldstein, A., & Feske, U. (1994) · Journal of Anxiety Disorders · doi:10.1016/0887-6185(94)00023-9 · Cited by 57 · see citing works
&NA; (1996) · The Journal of Nervous and Mental Disease · doi:10.1097/00005053-199602000-00015 · Cited by 56 · see citing works
Two Method Approach: A Case Conceptualization Model in the Context of EMDR
de Jongh, A., ten Broeke, E., & Meijer, S. (2010) · Journal of EMDR Practice and Research · doi:10.1891/1933-3196.4.1.12 · Cited by 54 · see citing works
Are panic attacks traumatic stressors?
McNally, R. J., & Lukach, B. M. (1992) · American Journal of Psychiatry · doi:10.1176/ajp.149.6.824 · Cited by 52 · see citing works
Oudsten, B. L. D., Zijlstra, W. P., & Vries, J. D. (2012) · Supportive Care in Cancer · doi:10.1007/s00520-012-1664-8 · Cited by 45 · see citing works
Self-citationLife events in childhood, adolescence and adulthood and the relationship to panic disorder
Horesh, N., Amir, M., Kedem, P., Goldberger, Y., & Kotler, M. (1997) · Acta Psychiatrica Scandinavica · doi:10.1111/j.1600-0447.1997.tb09932.x · Cited by 45 · see citing works
Cognitive Behavior Therapy in Panic Disorder and Comorbid Major Depression
Rief, W., Trenkamp, S., Auer, C., & Fichter, M. M. (2000) · Psychotherapy and Psychosomatics · doi:10.1159/000012369 · Cited by 44 · see citing works
Bisson, J., Ehlers, A., Matthews, R., Pilling, S., Richards, D., & Turner, S. (2007) · UCL Discovery (University College London) · Cited by 30 · see citing works
EMDR and the Anxiety Disorders: Exploring the Current Status
de Jongh, A., & ten Broeke, E. (2009) · Journal of EMDR Practice and Research · doi:10.1891/1933-3196.3.3.133 · Cited by 26 · see citing works
EMDR and Cognitive Behavioral Therapy in the Treatment of Panic Disorder: A Comparison
Faretta, E. (2013) · Journal of EMDR Practice and Research · doi:10.1891/1933-3196.7.3.121 · Cited by 23 · see citing works
Littel, M., Kenemans, J. L., Baas, J. M. P., Logemann, H. N. A., Rijken, N., Remijn, M., Hassink, R. J., Engelhard, I. M., & van den Hout, M. (2017) · Biological Psychiatry · doi:10.1016/j.biopsych.2017.03.012 · Cited by 23 · see citing works
Reliving and Disorganization in Posttraumatic Stress Disorder and Panic Disorder Memories
Hagenaars, M. A., van Minnen, A., & Hoogduin, K. A. L. (2009) · The Journal of Nervous and Mental Disease · doi:10.1097/nmd.0b013e3181b08bdf · Cited by 16 · see citing works
EMDR e terapia cognitivo-comportamentale nel trattamento del disturbo di panico: un confronto
Faretta, E. (2012) · Rivista di psichiatria · doi:10.1708/1071.11735 · Cited by 8 · see citing works
Batelaan, N., de Graaf, R., van Balkom, A. J. L. M., Vollebergh, W., & Beekman, A. T. F. (2006) · PubMed · Cited by 7 · see citing works
Protocollaire behandeling van patiënten met een paniekstoornis met of zonder agorafobie:
Kampman, M., Keijsers, G. P. J., & Hendriks, G. (2004) · Bohn Stafleu van Loghum eBooks · doi:10.1007/978-90-313-7117-4_2 · Cited by 2 · see citing works
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Lenferink, L. I. M., Meyerbröker, K., & Boelen, P. A. (2020) · Psychiatry Research · doi:10.1016/j.psychres.2020.113438 · Cited by 56 · see citing works
Papola, D., Ostuzzi, G., Tedeschi, F., Gastaldon, C., Purgato, M., Giovane, C. D., Pompoli, A., Pauley, D., Karyotaki, E., Sijbrandij, M., et al. (2021) · The British Journal of Psychiatry · doi:10.1192/bjp.2021.148 · Cited by 56 · see citing works
Kaptan, S. K., Özen‐Dursun, B., Knowles, M., Husain, N., & Varese, F. (2021) · Clinical Psychology & Psychotherapy · doi:10.1002/cpp.2549 · Cited by 57 · see citing works
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Wallis, O. C., & de Vries, J. (2020) · Multiple Sclerosis Journal - Experimental, Translational and Clinical · doi:10.1177/2055217320974388 · Cited by 16 · see citing works
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Goga, N., Boiangiu, C.-A., Vasilăţeanu, A., Popovici, A.-F., Drăgoi, M.-V., Popovici, R., Gancea, I. O., Pîrlog, M. C., Popa, R. C., & Hadăr, A. (2022) · Healthcare · doi:10.3390/healthcare10010133 · Cited by 16 · see citing works
Eye movement desensitisation and reprocessing: part 2 – wider use in stress and trauma conditions
Javinsky, T.-R., Udo, I. I., & Awani, T. (2022) · BJPsych Advances · doi:10.1192/bja.2022.31 · Cited by 9 · see citing works
Khan, A., Khan, S., & Shah, S. T. (2019) · Contemporary Clinical Trials Communications · doi:10.1016/j.conctc.2019.100439 · Cited by 9 · see citing works
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Guilaran, J., & An, N. H. (2020) · Community, environment and disaster risk management · doi:10.1108/s2040-726220200000021008 · Cited by 11 · see citing works
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Balkin, R. S., Lenz, A. S., Russo, G. M., Powell, B. W., & Gregory, H. M. (2021) · Journal of Counseling & Development · doi:10.1002/jcad.12418 · Cited by 8 · see citing works
Khan, A., Madihie, A., Ullah, F., Abid, O., & Awan, K. H. (2025) · Counselling and Psychotherapy Research · doi:10.1002/capr.12870 · Cited by 5 · see citing works
Endhoven, B., De Cort, K., Matthijssen, S. J. M. A., de Jongh, A., van Minnen, A., Duits, P., Schruers, K. R. J., van Dis, E. A. M., Krypotos, A. M., Gerritsen, L., et al. (2023) · BMC Psychiatry · doi:10.1186/s12888-022-04320-4 · Cited by 4 · see citing works
“Several randomized controlled trials found that EMDR therapy focused on past aversive events reduces anxiety symptoms [39, 40], but the majority have methodological limitations, including the risk of bias, small samples, and the lack of an active control condition [38, 40].”
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Lin, Y., Lv, W., Xu, J., Jiang, Y., & Chen, Z. (2022) · Computational and Mathematical Methods in Medicine · doi:10.1155/2022/7822847 · Cited by 3 · see citing works
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Апанович, Т. М. (2024) · International journal of medicine and psychology. · doi:10.58224/2658-3313-2024-7-5-186-195
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- Authors
- Horst, F., Den Oudsten, B., Zijlstra, W., de Jongh, A., Lobbestael, J., & De Vries, J.
- Affiliations
- Elisabeth-TweeSteden Ziekenhuis (NL)
- Tilburg University (NL)
- Maastricht University (NL)
- Corresponding author
- Horst, Ferdinand
- ORCID
- Lobbestael, Jill
- Venue
- Frontiers in Psychology
- Publisher
- Frontiers Media SA
- Published
- 2017-08-18
- Volume
- 8
- Pages
- 1409-1409
- ISSN
- 1664-1078 (ISSN-L)
- PMC
- PMC5563354
- OpenAlex
- W2748048619
- Cited by
- 38
- References
- 41
- Citations by year
- 2026: 2 · 2025: 6 · 2024: 2 · 2023: 5 · 2022: 3 · 2021: 9 · 2020: 4 · 2019: 2 · 2018: 5
- FWCI
- 3.89
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- cc-by
- Locations
- Frontiers in Psychology (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- Research portal (Tilburg University) (publishedVersion, other-oa)
- PubMed (publishedVersion)
- Research Publications (Maastricht University) (publishedVersion, cc-by)
- Worcester Research and Publications (University of Worcester) (acceptedVersion)
- UvA-DARE (University of Amsterdam) (submittedVersion, cc-by)
- Data Archiving and Networked Services (DANS) (submittedVersion, other-oa)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- VU Research Portal (submittedVersion, other-oa)
- Research Publications (Maastricht University) (submittedVersion, other-oa)
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes
- Social Sciences › Psychology › Clinical Psychology › Posttraumatic Stress Disorder Research
- Social Sciences › Psychology › Clinical Psychology › Psychotherapy Techniques and Applications
- Keywords
- panic disorder, cognitive behavioral therapy, EMDR, treatment comparison, non-inferiority, quality of life, panic attacks, bodily sensations, mobility (physical function)
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