In rape trauma PTSD, patient characteristics indicate which trauma-focused treatment they are most likely to complete

Depression and Anxiety

Volumn 35, Issue 4, 2018, Pages 330-338

  Keefe, John R ^a   Wiltsey Stirman, Shannon ^b   Cohen, Zachary D ^a   DeRubeis, Robert J ^a   Smith, Brian N ^c,d   Resick, Patricia A ^e  

^a UNIVERSITY OF PENNSYLVANIA   (United States)

^b VA PALO ALTO HEALTH CARE SYSTEM   (United States)

^c VA BOSTON HEALTHCARE SYSTEM   (United States)

^d BOSTON UNIVERSITY SCHOOL OF MEDICINE   (United States)

^e DUKE UNIVERSITY   (United States)

Author keywords

behavior therapy; CBT cognitive behavior therapy; clinical trials; empirical supported treatments; PTSD posttraumatic stress disorder; trauma; treatment

Indexed keywords

ADULT; ANGER; ARTICLE; ATTITUDE TO HEALTH; CHILD ABUSE; CLINICAL EFFECTIVENESS; COGNITIVE BEHAVIORAL THERAPY; CONFLICT; CONTROLLED STUDY; ETHNICITY; HUMAN; LONG TERM EXPOSURE; MAJOR CLINICAL STUDY; OUTCOME ASSESSMENT; PATIENT COMPLIANCE; PATIENT DROPOUT; PATIENT SELECTION; PHYSICAL ABUSE; POSTTRAUMATIC STRESS DISORDER; PRIORITY JOURNAL; RAPE; CHILD ABUSE SURVIVOR; COGNITIVE THERAPY; FEMALE; IMPLOSIVE THERAPY; INDIVIDUALITY; MIDDLE AGED; PROCEDURES; PSYCHOLOGY; RANDOMIZED CONTROLLED TRIAL; REHABILITATION; YOUNG ADULT;

ADULT; ADULT SURVIVORS OF CHILD ABUSE; COGNITIVE THERAPY; FEMALE; HUMANS; IMPLOSIVE THERAPY; INDIVIDUALITY; MIDDLE AGED; PATIENT COMPLIANCE; RAPE; STRESS DISORDERS, POST-TRAUMATIC; YOUNG ADULT;

EID: 85042531016     PISSN: 10914269     EISSN: 15206394     Source Type: Journal    
DOI: 10.1002/da.22731     Document Type: Article

References (59)

1. Ammons, R. B., & Ammons, C. H. (1962). Quick test. Missoula, MT: University of Montana.
2. Austin, P. C., & Tu, J. V. (2004). Bootstrap methods for developing predictive models. American Statistician, 58(2), 131–137.
3. Beck, A. T., Weissman, A., Lester, D., & Trexler, L. (1974). The measurement of pessimism: The Hopelessness Scale. Journal of Consulting and Clinical Psychology, 42(6), 861–865. https://doi.org/10.1037/h0037562
4. Bisson, J. I., Roberts, N. P., Andrew, M., Cooper, R., & Lewis, C. (2013). Psychological therapies for chronic post-traumatic stress disorder (PTSD) in adults. Cochrane Database of Systematic Reviews (Online), 12, CD003388. https://doi.org/10.1002/14651858.CD003388.pub4
5. Blake, D. D., Weathers, F. W., Nagy, L. M., Kaloupek, D. G., Gusman, F. D., Charney, D. S., & Keane, T. M. (1995). The development of a clinician-administered PTSD Scale. Journal of Traumatic Stress, 8(1), 75–90.
6. Bradley, R., Greene, J., Russ, E., Dutra, L., & Westen, D. (2005). A multidimensional meta-analysis of psychotherapy for PTSD. American Journal of Psychiatry, 162(2), 214–227. https://doi.org/10.1176/appi.ajp.162.2.214
7. Breslau, N., Kessler, R. C., Chilcoat, H. D., Schultz, L. R., Davis, G. C., & Andreski, P. (1998). Trauma and posttraumatic stress disorder in the community: The 1996 Detroit Area Survey of Trauma. Archives of General Psychiatry, 55(7), 626–632.
8. Caliendo, M., & Kopeinig, S. (2008). Some practical guidance for the implementation of propensity score matching. Journal of Economic Surveys, 22(1), 31–72. https://doi.org/10.1111/j.1467-6419.2007.00527.x
9. Carlson, E. B., & Putnam, F. W. (1993). An update on the dissociative experiences scale. Dissociation: Progress in the Dissociative Disorders, 6(1), 16–27.
10. Chard, K. M., Ricksecker, E. G., Healy, E. T., Karlin, B. E., & Resick, P. A. (2012). Dissemination and experience with cognitive processing therapy. Journal of Rehabilitation Research and Development, 49(5), 667–678.
11. Chekroud, A. M., Zotti, R. J., Shehzad, Z., Gueorguieva, R., Johnson, M. K., Trivedi, M. H., … Corlett, P. R. (2016). Cross-trial prediction of treatment outcome in depression: A machine learning approach. Lancet Psychiatry, 3(3), 243–250. https://doi.org/10.1016/S2215-0366(15)00471-X
12. Cloitre, M. (2015). The “one size fits all” approach to trauma treatment: Should we be satisfied? European Journal of Psychotraumatology, 6, 27344. https://doi.org/10.3402/ejpt.v6.27344
13. Cloitre, M., Stovall-McClough, K. C., Nooner, K., Zorbas, P., Cherry, S., Jackson, C. L., … Petkova, E. (2010). Treatment for PTSD related to childhood abuse: A randomized controlled trial. American Journal of Psychiatry, 167(8), 915–924. https://doi.org/10.1176/appi.ajp.2010.09081247
14. Cohen, Z. D., & DeRubeis, R. J. (2018). Treatment selection in depression. Annual Review of Clinical Psychology, 14. https://doi.org/10.1146/annurev-clinpsy-050817-084746
15. Davidson, A. C., & Hinkley, D. V. (1997). Bootstrap methods and their applications. New York, NY: Cambridge University Press.
16. DeRubeis, R. J., Cohen, Z. D., Forand, N. R., Fournier, J. C., Gelfand, L. A., & Lorenzo-Luaces, L. (2014). The personalized advantage index: Translating research on prediction into individualized treatment recommendations. A demonstration. PLoS One, 9(1), e83875. https://doi.org/10.1371/journal.pone.0083875
17. Driessen, E., Smits, N., Dekker, J. J. M., Peen, J., Don, F. J., Kool, S., … Van, H. L. (2016). Differential efficacy of cognitive behavioral therapy and psychodynamic therapy for major depression: A study of prescriptive factors. Psychological Medicine, 46(4), 731–744. https://doi.org/10.1017/S0033291715001853
18. Feeny, N. C., Zoellner, L. A., Mavissakalian, M. R., & Roy-Byrne, P. P. (2009). What would you choose? Sertraline or prolonged exposure in community and PTSD treatment seeking women. Depression and Anxiety, 26(8), 724–731. https://doi.org/10.1002/da.20588
19. Fiedler, K. (2011). Voodoo correlations are everywhere—Not only in neuroscience. Perspectives on Psychological Science, 6(2), 163–171. https://doi.org/10.1177/1745691611400237
20. Foa, E. B., Hembree, E. A., & Rothbaum, B. O. (2007). Prolonged exposure therapy for PTSD: Emotional processing of traumatic experiences. New York, NY: Oxford University Press.
21. Foa, E. B., Riggs, D. S., Dancu, C. V., & Rothbaum, B. O. (1993). Reliability and validity of a brief instrument for assessing post-traumatic stress disorder. Journal of Traumatic Stress, 6(4), 459–473. https://doi.org/10.1007/bf00974317
22. Foa, E. B., Zoellner, L. A., Feeny, N. C., Hembree, E. A., & Alvarez-Conrad, J. (2002). Does imaginal exposure exacerbate PTSD symptoms? Journal of Consulting and Clinical Psychology, 70(4), 1022–1028. https://doi.org/10.1037/0022-006X.70.4.1022
23. Garcia, H. A., Kelley, L. P., Rentz, T. O., & Lee, S. (2011). Pretreatment predictors of dropout from cognitive behavioral therapy for PTSD in Iraq and Afghanistan war veterans. Psychological Services, 8(1), 1–11.
24. Garge, N. R., Bobashev, G., & Eggleston, B. (2013). Random forest methodology for model-based recursive partitioning: The mobForest package for R. BMC Bioinformatics, 14, 125. https://doi.org/10.1186/1471-2105-14-125
25. Goldstein, M. K., Hoffman, B. B., Coleman, R. W., Tu, S. W., Shankar, R. D., O'Connor, M., … Musen, M. A. (2002). Patient safety in guideline-based decision support for hypertension management: ATHENA DSS. Journal of the American Medical Informatics Association, 9(Suppl. 6), S11–S16. https://doi.org/10.1197/jamia.M1218
26. Hastie, T., Tibshirani, R., & Friedman, J. (2009). The elements of statistical learning: Data mining, inference, and prediction. Springer series in statistics (2nd ed., pp. 219–260). New York, NY: Springer.
27. Hundt, N. E., Barrera, T. L., Arney, J., & Stanley, M. A. (2017). “It's worth it in the end”: Veterans’ experiences in prolonged exposure and cognitive processing therapy. Cognitive and Behavioral Practice, 24(1), 50–57. https://doi.org/10.1016/j.cbpra.2016.02.003
28. Imel, Z. E., Laska, K., Jakupcak, M., & Simpson, T. L. (2013). Meta-analysis of dropout in treatments for posttraumatic stress disorder. Journal of Consulting and Clinical Psychology, 81(3), 394–404. https://doi.org/10.1037/a0031474
29. Kehle-Forbes, S. M., Meis, L. A., Spoont, M. R., & Polusny, M. A. (2016). Treatment initiation and dropout from prolonged exposure and cognitive processing therapy in a VA outpatient clinic. Psychological Trauma: Theory, Research, Practice, and Policy, 8(1), 107–114. https://doi.org/10.1037/tra0000065
30. Kohavi, R. (1995). A study of cross-validation and bootstrap for accuracy estimation and model selection. Paper presented at the Proceedings of the 14th International Joint Conference on Artificial Intelligence—Volume 2, Montreal, Quebec, Canada.
31. Koutsouleris, N., Kahn, R. S., Chekroud, A. M., Leucht, S., Falkai, P., Wobrock, T., … Hasan, A. (2016). Multisite prediction of 4-week and 52-week treatment outcomes in patients with first-episode psychosis: A machine learning approach. Lancet Psychiatry, 3(10), 935–946. https://doi.org/10.1016/S2215-0366(16)30171-7
32. Kubany, E. S., Haynes, S. N., Abueg, F. R., Manke, F. P., Brennan, J. M., & Stahura, C. (1996). Development and validation of the Trauma-Related Guilt Inventory (TRGI). Psychological Assessment, 8(4), 428–444. https://doi.org/10.1037/1040-3590.8.4.428
33. Larsen, S. E., Wiltsey Stirman, S., Smith, B. N., & Resick, P. A. (2016). Symptom exacerbations in trauma-focused treatments: Associations with treatment outcome and non-completion. Behaviour Research and Therapy, 77, 68–77. https://doi.org/10.1016/j.brat.2015.12.009
34. Lester, K., Artz, C., Resick, P. A., & Yinong, Y. (2010). Impact of race on early treatment termination and outcomes in posttraumatic stress disorder treatment. Journal of Consulting and Clinical Psychology, 78(4), 480–489.
35. Lorenzo-Luaces, L., Driessen, E., DeRubeis, R. J., Van, H. L., Keefe, J. R., Hendriksen, M., & Dekker, J. (2017). Moderation of the alliance-outcome association by prior depressive episodes: Differential effects in cognitive-behavioral therapy and short-term psychodynamic supportive psychotherapy. Behavior Therapy, 48(5), 581–595. https://doi.org/10.1016/j.beth.2016.11.011
36. Markowitz, J. C., & Milrod, B. L. (2015). What to do when a psychotherapy fails. Lancet Psychiatry, 2(2), 186–190. https://doi.org/10.1016/S2215-0366(14)00119-9
37. Markowitz, J. C., Petkova, E., Neria, Y., Van Meter, P. E., Zhao, Y., Hembree, E., … Marshall, R. D. (2015). Is exposure necessary? A randomized clinical trial of interpersonal psychotherapy for PTSD. American Journal of Psychiatry, 172(5), 430–440. https://doi.org/10.1176/appi.ajp.2014.14070908
38. Mott, J. M., Stanley, M. A., Street, R. L., Jr., Grady, R. H., & Teng, E. J. (2014). Increasing engagement in evidence-based PTSD treatment through shared decision-making: A pilot study. Military Medicine, 179(2), 143–149. https://doi.org/10.7205/milmed-d-13-00363
39. Osei-Bonsu, P. E., Bolton, R. E., Wiltsey Stirman, S., Eisen, S. V., Herz, L., & Pellowe, M. E. (2017). Mental health providers’ decision-making around the implementation of evidence-based treatment for PTSD. Journal of Behavioral Health Services & Research, 44(2), 213–223. https://doi.org/10.1007/s11414-015-9489-0
40. Perkonigg, A., Pfister, H., STein, M. B., Hofler, M., Lieb, R., Maercker, A., & Wittchen, H. (2005). Longitudinal course of posttraumatic stress disorder and posttraumatic stress disorder symptoms in a community sample of adolescents and young adults. American Journal of Psychiatry, 162(7), 1320–1327.
41. Resick, P. A., Jordan, C. G., Girelli, S. A., Hutter, C. K., & Marhoefer-Dvorak, S. (1988). A comparative outcome study of behavioral group therapy for sexual assault victims. Behavior Therapy, 19(3), 385–401. https://doi.org/10.1016/S0005-7894(88)80011-X
42. Resick, P. A., Monson, C. M., & Chard, K. M. (2017). Cognitive processing therapy for PTSD: A comprehensive manual. New York, NY: Guilford Press.
43. Resick, P. A., Nishith, P., Weaver, T. L., Astin, M. C., & Feuer, C. A. (2002). A comparison of cognitive-processing therapy with prolonged exposure and a waiting condition for the treatment of chronic posttraumatic stress disorder in female rape victims. Journal of Consulting and Clinical Psychology, 70(4), 867–879.
44. Resick, P. A., & Schnicke, M. (1993). Cognitive processing therapy for rape victims: A treatment manual. Newbury Park, CA: SAGE Publications.
45. Resick, P. A., Uhlmansiek, M. O. B., Clum, G. A., Galovski, T. E., Scher, C. D., & Young-Xu, Y. (2008). A randomized clinical trial to dismantle components of cognitive processing therapy for posttraumatic stress disorder in female victims of interpersonal violence. Journal of Consulting and Clinical Psychology, 76(2), 243–258. https://doi.org/10.1037/0022-006X.76.2.243
46. Rizvi, S. L., Vogt, D. S., & Resick, P. A. (2009). Cognitive and affective predictors of treatment outcome in cognitive processing therapy and prolonged exposure for posttraumatic stress disorder. Behaviour Research and Therapy, 47(9), 737–743.
47. Rowan, A. B., Foy, D. W., Rodriguez, N., & Ryan, S. (1994). Posttraumatic stress disorder in a clinical sample of adults sexually abused as children. Child Abuse & Neglect, 18(1), 51–61.
48. Schnurr, P. P., Chard, K. M., Ruzek, J. I., Chow, B. K., Shih, M.-C., Resick, P. A., … Lu, Y. (2015). Design of VA cooperative study #591: CERV-PTSD, Comparative effectiveness research in Veterans with PTSD. Contemporary Clinical Trials, 41(Suppl. C), 75–84. https://doi.org/10.1016/j.cct.2014.11.017
49. Spielberger, C. D., Sydeman, S. J., Owen, A. E., & Marsh, B. J. (1999). Measuring anxiety and anger with the State-Trait Anxiety Inventory (STAI) and the State-Trait Anger Expression Inventory (STAXI). In M. E. Maruish (Ed.), The use of psychological testing for treatment planning and outcomes assessment (2nd ed., pp. 993–1021). Mahwah, NJ: Lawrence Erlbaum Associates Publishers.
50. Steer, R. A., Ball, R., Ranieri, W. F., & Beck, A. T. (1999). Dimensions of the Beck Depression Inventory-II in clinically depressed outpatients. Journal of Clinical Psychology, 55(1), 117–128.
51. Stekhoven, D. J., & Bühlmann, P. (2012). MissForest—non-parametric missing value imputation for mixed-type data. Bioinformatics, 28(1), 112–118. https://doi.org/10.1093/bioinformatics/btr597
52. Straus, M. A., Hamby, S. L., Boney-McCoy, S., & Sugarman, D. B. (1996). The revised Conflict Tactics Scales (CTS2): Development and preliminary psychometric data. Journal of Family Issues, 17(3), 283–316. https://doi.org/10.1177/019251396017003001
53. Strobl, C., Boulesteix, A. L., Kneib, T., Augustin, T., & Zeileis, A. (2008). Conditional variable importance for random forests. BMC Bioinformatics, 9, 307. https://doi.org/10.1186/1471-2105-9-307
54. Szafranski, D. D., Smith, B. N., Gros, D. F., & Resick, P. A. (2017). High rates of PTSD treatment dropout: A possible red herring? Journal of Anxiety Disorders, 47, 91–98. https://doi.org/10.1016/j.janxdis.2017.01.002
55. van Minnen, A., Hendriks, L., & Olff, M. (2010). When do trauma experts choose exposure therapy for PTSD patients? A controlled study of therapist and patient factors. Behaviour Research and Therapy, 48(4), 312–320. https://doi.org/10.1016/j.brat.2009.12.003
56. Wallace, M. L., Frank, E., & Kraemer, H. C. (2013). A novel approach for developing and interpreting treatment moderator profiles in randomized clinical trials. JAMA Psychiatry, 70(11), 1241–1247. https://doi.org/10.1001/jamapsychiatry.2013.1960
57. Wang, P. S., Lane, M., Olfson, M., Pincus, H. A., Wells, K. B., & Kessler, R. C. (2005). Twelve-month use of mental health services in the United States: Results from the National Comorbidity Survey Replication. Archives of General Psychiatry, 62(6), 629–640. https://doi.org/10.1001/archpsyc.62.6.629
58. Zilcha-Mano, S., Keefe, J. R., Chui, H., Rubin, A., Barrett, M. S., & Barber, J. P. (2016). Reducing dropout in treatment for depression: Translating dropout predictors into individualized treatment recommendations. Journal of Clinical Psychiatry, 77(12), e1584–e1590. https://doi.org/10.4088/JCP.15m10081
59. Zubkoff, L., Carpenter-Song, E., Shiner, B., Ronconi, J. M., & Watts, B. V. (2016). Clinicians’ perception of patient readiness for treatment: An emerging theme in implementation science? Administration and Policy in Mental Health and Mental Health Services Research, 43(2), 250–258. https://doi.org/10.1007/s10488-015-0635-z