Predictors of outcome during inpatient psychotherapy for posttraumatic stress disorder: a single-treatment, multi-site, practice-based study

References

• American Psychiatric Association. (2013). Diagnostic and statistical manual of mental disorders (5th ed.). Author.
   Google Scholar
• Averill, P. M., & Beck, J. G. (2000). Posttraumatic stress disorder in older adults: A conceptual review. Journal of Anxiety Disorders, 14(2), 133–156. https://doi.org/10.1016/S0887-6185.
   PubMed Web of Science ®Google Scholar
• Barman, R., Detweiler, M. B., & Kim, K. Y. (2016). PTSD in Combat veterans with cognitive decline. Federal Practitioner : For the Health Care Professionals of the VA, DoD, and PHS, 33(Suppl 2), 17S–21S.
   PubMedGoogle Scholar
• Beck, A. T., Steer, R. A., & Brown, G. K. (1996). Beck depression inventory-II. San Antonio, TX: Harcourt Assessment Inc.
   Google Scholar
• Bisson, J. I., Ehlers, A., Matthews, R., Pilling, S., Richards, D., & Turner, S. (2007). Psychological treatments for chronic post-traumatic stress disorder: Systematic review and meta-analysis. British Journal of Psychiatry, 190(2), 97–104. https://doi.org/10.1192/bjp.bp.106.021402.
   PubMed Web of Science ®Google Scholar
• Bonwick, R. J., & Morris, P. L. P. (1996). Post-traumatic stress disorder in elderly war veterans. International Journal of Geriatric Psychiatry, 11(12), 1071–1076.
   Web of Science ®Google Scholar
• Böttche, M., Ehring, T., Krüger-Gottschalk, A., Rau, H., Schäfer, I., Schellong, J., Dyer A., & Knaevelsrud, C. (2018). Testing the ICD-11 proposal for complex PTSD in trauma-exposed adults: Factor structure and symptom profiles. European Journal of Psychotraumatology, 9(1), 1512264. https://doi.org/10.1080/20008198.2018.1512264
   PubMed Web of Science ®Google Scholar
• 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
   PubMed Web of Science ®Google Scholar
• Bzdok, D., Karrer, T. M., Habel, U., & Schneider, F. (2017). Big data approaches in psychiatry: Examples in depression research. Der Nervenarzt, 89(8), 869–874. https://doi.org/10.1007/s00115-017-0456-2
   Web of Science ®Google Scholar
• Castonguay, L. G., Barkham, M., Lutz, W., & McAleavey, A. A. (2013). Practice-oriented research: Approaches and application. In M. J. Lambert (Ed.), Bergin & Garfield`s handbook of psychotherapy and behavior change (6th ed, pp. 85–133). Wiley.
   Google Scholar
• Cho, S., Kim, K., Kim, Y. J., Lee, J.-K., Cho, Y. S., Lee, J.-Y., Han B-G., Kim H., Ott J., & Park, T. (2010). Joint identification of multiple genetic variants via elastic-net variable selection in a genome-wide association analysis. Annals of Human Genetics, 74(5), 416–428. https://doi.org/10.1111/j.1469-1809.2010.00597.x
   PubMed Web of Science ®Google Scholar
• Chung, M. C., Rudd, H., & Wall, N. (2012). Posttraumatic stress disorder following asthma attack (post-asthma attack PTSD) and psychiatric co-morbidity: The impact of alexithymia and coping. Psychiatry Research, 197(3), 246–252. https://doi.org/10.1016/j.psychres.2012.01.008
   PubMed Web of Science ®Google Scholar
• Cloitre, M., Shevlin, M., Brewin, C. R., Bisson, J. I., Roberts, N. P., Maercker, A., Karatzias T., & Hyland, P. (2018). The international trauma questionnaire: Development of a self-report measure of ICD-11 PTSD and complex PTSD. Acta Psychiatrica Scandinavica, 138(6), 536–546. https://doi.org/10.1111/acps.12956
   PubMed Web of Science ®Google Scholar
• Cohen, J. (1988). Statistical power analysis for the behavioral sciences. Hillsdale, NJ: Lawrence Erlbaum Associates Publishers.
   Google Scholar
• Cohen, Z. D., Kim, T. T., Van, H. L., Dekker, J. J. M., & Driessen, E. (2019). A demonstration of a multi-method variable selection approach for treatment selection: Recommending cognitive–behavioral versus psychodynamic therapy for mild to moderate adult depression. Psychotherapy Research, 137–150. https://doi.org/10.1080/10503307.2018.1563312
   PubMed Web of Science ®Google Scholar
• Colvonen, P. J., Glassman, L. H., Crocker, L. D., Buttner, M. M., Orff, H., Schiehser, D. M., Norman S. B., & Afari, N. (2017). Pretreatment biomarkers predicting PTSD psychotherapy outcomes: A systematic review. Neuroscience & Biobehavioral Reviews, 75, 140–156. https://doi.org/10.1016/j.neubiorev.2017.01.027
   PubMed Web of Science ®Google Scholar
• Cook, J. M., Schnurr, P. P., & Foa, E. B. (2004). Bridging the gap between posttraumatic stress disorder research and clinical practice: The example of exposure therapy. Psychotherapy: Theory, Research, Practice, Training, 41(4), 374–387. https://doi.org/10.1037/0033-3204.41.4.374.
   Web of Science ®Google Scholar
• Craske, M. G., Treanor, M., Conway, C. C., Zbozinek, T., & Vervliet, B. (2014). Maximizing exposure therapy: An inhibitory learning approach. Behaviour Research and Therapy, 58, 10–23. https://doi.org/10.1016/j.brat.2014.04.006
   PubMed Web of Science ®Google Scholar
• Cusack, K., Jonas, D. E., Forneris, C. A., Wines, C., Sonis, J., Middleton, J. C., Feltner C., Brownley K. A., Olmsted K. R., Greenblatt A., Weil A., & Gaynes, B. N. (2016). Psychological treatments for adults with posttraumatic stress disorder: A systematic review and meta-analysis. Clinical Psychology Review, 43(290), 128–141. https://doi.org/10.1016/j.cpr.2015.10.003
   PubMed Web of Science ®Google Scholar
• Deisenhofer, A.-K., Delgadillo, J., Rubel, J. A., Böhnke, J. R., Zimmermann, D., Schwartz, B., & Lutz, W. (2018). Individual treatment selection for patients with posttraumatic stress disorder. Depression and Anxiety, 35(6), 541–550. https://doi.org/10.1002/da.22755
   PubMed Web of Science ®Google Scholar
• Derogatis, L. R., & Melisaratos, N. (1983). The brief symptom inventory: An introductory report. Psychological Medicine, 13(3), 595–605.
   PubMed Web of Science ®Google Scholar
• Diener, E., Emmons, R. A., Larsen, R. J., & Griffin, S. (1985). The satisfaction with life scale. Journal of Personality Assessment, 49(1), 71–75. https://doi.org/10.1207/s15327752jpa4901_13
   PubMed Web of Science ®Google Scholar
• Dunlop, B., Kaye, J., Youngner, C., & Rothbaum, B. (2014). Assessing treatment-resistant posttraumatic stress disorder: The Emory treatment resistance Interview for PTSD (E-TRIP). Behavioral Sciences, 4(4), 511–527. https://doi.org/10.3390/bs4040511
   Google Scholar
• Dwyer, D. B., Falkai, P., & Koutsouleris, N. (2018). Machine learning approaches for clinical psychology and Psychiatry. Annual Review of Clinical Psychology, 14(1), 91–118. https://doi.org/10.1146/annurev-clinpsy-032816-045037
   PubMed Web of Science ®Google Scholar
• Ehlers, A., Bisson, J., Clark, D. M., Creamer, M., Pilling, S., Richards, D., Schnurr P. P., Turner S., & Yule, W. (2010). Do all psychological treatments really work the same in posttraumatic stress disorder? Clinical Psychology Review, 30(2), 269–276. https://doi.org/10.1016/j.cpr.2009.12.001
   PubMed Web of Science ®Google Scholar
• Ehlers, A., & Clark, D. M. (2000). A cognitive model of posttraumatic stress disorder : Theory and therapy. Behaviour Research and Therapy, 38(4), 319–345. https://doi.org/10.1016/S0005-7967(99)00123-0
   PubMed Web of Science ®Google Scholar
• Ehlers, A., Grey, N., Wild, J., Stott, R., Liness, S., Deale, A., Handley R., Albert I., Cullen D., Hackmann A., Manley J., McManus F., Brady F., Salkovskis P., & Clark, D. M. (2013). Implementation of cognitive therapy for PTSD in routine clinical care: Effectiveness and moderators of outcome in a consecutive sample. Behaviour Research and Therapy, 51(11), 742–752. https://doi.org/10.1016/j.brat.2013.08.006
   PubMed Web of Science ®Google Scholar
• Ehlers, A., Hackmann, A., Grey, N., Wild, J., Liness, S., Albert, I., Deale A., Stott R., & Clark, D. M. (2014). A randomized controlled trial of 7-day intensive and standard weekly cognitive therapy for PTSD and emotion-focused supportive therapy. American Journal of Psychiatry, 171(3), 294–304. https://doi.org/10.1176/appi.ajp.2013.13040552
   PubMed Web of Science ®Google Scholar
• Endicott, J., Spitzer, R. L., Fleiss, J. L., & Cohen, J. (1976). The global assessment scale. Archives of General Psychiatry, 33(6), 766. https://doi.org/10.1001/archpsyc.1976.01770060086012
   PubMed Web of Science ®Google Scholar
• Equit, M., Maurer, S., Michael, T., & Köllner, V. (2018). Konfrontation oder Stabilisierung: Wie planen Verhaltenstherapeuten die Behandlung bei Posttraumatischer Belastungsstörung? Verhaltenstherapie, 28(1), 7–14. https://doi.org/10.1159/000477418
   Google Scholar
• Fava, M., Evins, A. E., Dorer, D. J., & Schoenfeld, D. A. (2003). The problem of the placebo response in clinical trials for psychiatric disorders: Culprits, possible remedies, and a novel study design approach. Psychotherapy and Psychosomatics, 72(3), 115–127. https://doi.org/10.1159/000069738
   PubMed Web of Science ®Google Scholar
• Foa, E. B., Hembree, E., Rothbaum, B., & Rauch, S. (2019). Prolonged exposure therapy for PTSD: Emotional processing of traumatic experiences - therapist guide. Oxford University Press.
   Google Scholar
• Foa, E. B., McLean, C. P., Zang, Y., Zhong, J., Powers, M. B., Kauffman, B. Y., Rauch S., Porter K., & Knowles, K. (2016). Psychometric properties of the posttraumatic diagnostic scale for DSM-5 (PDS-5). Psychological Assessment, 28(10), 1166–1171. https://doi.org/10.1037/pas0000258
   PubMed Web of Science ®Google Scholar
• Friedman, J., Hastie, T., & Tibshirani, R. (2010). Regularization paths for generalized linear models via coordinate descent. Journal of Statistical Software, 33(1), 1–22. https://doi.org/10.18637/jss.v033.i01.
   PubMed Web of Science ®Google Scholar
• Golino, H. F., & Gomes, C. M. A. (2016). Random forest as an imputation method for education and psychology research: Its impact on item fit and difficulty of the Rasch model. International Journal of Research and Method in Education, 39(4), 401–421. https://doi.org/10.1080/1743727X.2016.1168798
   Web of Science ®Google Scholar
• Goodwin, R. D., Fischer, M. E., & Goldberg, J. (2007). A twin study of post-traumatic stress disorder symptoms and asthma. American Journal of Respiratory and Critical Care Medicine, 176(10), 983–987. https://doi.org/10.1164/rccm.200610-1467OC
   PubMed Web of Science ®Google Scholar
• Gräfe, K., Zipfel, S., Herzog, W., & Löwe, B. (2004). Screening psychischer Störungen mit dem “Gesundheitsfragebogen für Patienten (PHQ-D)”. Ergebnisse der Deutschen Validierungsstudie. Diagnostica, 50(4), 171–181. https://doi.org/10.1026/0012-1924.50.4.171.
   Web of Science ®Google Scholar
• Hedges, L. V. (1981). Distribution Theory for Glass’s Estimator of effect size and related Estimators. Journal of Educational Statistics, 6(2), 107–128. https://doi.org/10.3102/10769986006002107
   Google Scholar
• Hoerl, A., & Kennard, R. (1988). Ridge regression. In Encyclopedia of statistical Sciences (Vol. 8, pp. 129–136). New York: Wiley.
   Google Scholar
• Hung, Y. H., Cheng, C. M., Lin, W. C., Bai, Y. M., Su, T. P., Li, C. T., Tsai S-J., Pan T-L., Chen T-J., & Chen, M. H. (2019). Post-traumatic stress disorder and asthma risk: A nationwide longitudinal study. Psychiatry Research, 276, 25–30. https://doi.org/10.1016/j.psychres.2019.04.014
   PubMed Web of Science ®Google Scholar
• Hyer, L., & Sohnle, S. J. (2001). Trauma among older people : Issues and treatment. Abingdon: Routledge.
   Google Scholar
• Iniesta, R., Malki, K., Maier, W., Rietschel, M., Mors, O., Hauser, J., Henigsberg N., Dernovsek M. Z., Souery D., Stahl D., Dobson R., Aitchison K. J., Farmer A., Lewis C. M., McGuffin Peter, & Uher, R. (2016). Combining clinical variables to optimize prediction of antidepressant treatment outcomes. Journal of Psychiatric Research, 78, 94–102. https://doi.org/10.1016/j.jpsychires.2016.03.016
   PubMed Web of Science ®Google Scholar
• Karatzias, T., Murphy, P., Cloitre, M., Bisson, J., Roberts, N., Shevlin, M., Hyland P., Maercker A., Ben-Ezra M., Coventry P., Mason-Roberts S., Bradley A., & Hutton, P. (2019). Psychological interventions for ICD-11 complex PTSD symptoms: Systematic review and meta-analysis. Psychological Medicine, 49(11), 1761–1775. https://doi.org/10.1017/S0033291719000436
   PubMed Web of Science ®Google Scholar
• Karlin, B. E., & Cross, G. (2014). From the laboratory to the therapy room: National dissemination and implementation of evidence-based psychotherapies in the U.S. Department of veterans Affairs health care system. American Psychologist, 69(1), 19–33. https://doi.org/10.1037/a0033888
   PubMed Web of Science ®Google Scholar
• Kaup, B. A., Ruskin, P. E., & Nyman, G. (1994). Significant life events and PTSD in Elderly world War II veterans. The American Journal of Geriatric Psychiatry, 2(3), 239–243. https://doi.org/10.1097/00019442-199400230-00008
   PubMed Web of Science ®Google Scholar
• Kessler, E.-M., & Tegeler, C. (2018). Psychotherapeutisches Arbeiten mit alten und sehr alten Menschen. Psychotherapeut, 63(6), 501–518. https://doi.org/10.1007/s00278-018-0315-z
   Google Scholar
• Kratzer, L., Heinz, P., Schennach, R., Schiepek, G. K., Padberg, F., & Jobst, A. (2018). Inpatient treatment of complex PTSD following childhood abuse: Effectiveness and predictors of treatment outcome. PPmP Psychotherapie Psychosomatik Medizinische Psychologie, https://doi.org/10.1055/a-0591-3962
   PubMed Web of Science ®Google Scholar
• Krüger-Gottschalk, A., Knaevelsrud, C., Rau, H., Dyer, A., Schäfer, I., Schellong, J., & Ehring, T. (2017). The German version of the posttraumatic stress disorder checklist for DSM-5 (PCL-5): Psychometric properties and diagnostic utility. BMC Psychiatry, 17(1), 379. https://doi.org/10.1186/s12888-017-1541-6
   PubMed Web of Science ®Google Scholar
• Kube, T., Siebers, V. H. A., Herzog, P., Glombiewski, J. A., Doering, B. K., & Rief, W. (2018). Integrating situation-specific dysfunctional expectations and dispositional optimism into the cognitive model of depression – A path-analytic approach. Journal of Affective Disorders, 229), https://doi.org/10.1016/j.jad.2017.12.082
   PubMed Web of Science ®Google Scholar
• Kuhn, M. (2008). Building predictive models in R using the caret package. Journal of Statistical Software, 28(5), 1–26. https://doi.org/10.18637/jss.v028.i05
   PubMed Web of Science ®Google Scholar
• Lapp, L. K., Agbokou, C., & Ferreri, F. (2011). PTSD in the elderly: The interaction between trauma and aging. International Psychogeriatrics, 23(6), 858–868. https://doi.org/10.1017/S1041610211000366.
   PubMed Web of Science ®Google Scholar
• Laurin, C., Boomsma, D., & Lubke, G. (2016). The use of vector bootstrapping to improve variable selection precision in Lasso models. Statistical Applications in Genetics and Molecular Biology, 15(4), 305–320. https://doi.org/10.1515/sagmb-2015-0043
   PubMed Web of Science ®Google Scholar
• Linden, M. (2017). Definition and assessment of disability in mental disorders under the perspective of the international classification of functioning disability and health (ICF). Behavioral Sciences and the Law, 35(2), 124–134. https://doi.org/10.1002/bsl.2283
   PubMed Web of Science ®Google Scholar
• Linehan, M. M. (1993). Cognitive behavioral therapy of borderline personality disorder. New York, NY: Guilford Press.
   Google Scholar
• Lonergan, M. (2014). Cognitive behavioral therapy for PTSD: The role of complex PTSD on treatment outcome. Journal of Aggression, Maltreatment & Trauma, 23(5), 494–512. https://doi.org/10.1080/10926771.2014.904467
   Web of Science ®Google Scholar
• Maercker, A., Brewin, C. R., Bryant, R. A., Cloitre, M., van Ommeren, M., Jones, L. M., Humayan A., Kagee A., Llosa A. E., Rousseau C., Somasundaram D. J., Souza R., Suzuki Y., Weissbecker I., Wessely S. C., First M. B., & Reed, G. M. (2013). Diagnosis and classification of disorders specifically associated with stress: Proposals for ICD-11. World Psychiatry, 12(3), 198–206. https://doi.org/10.1002/wps.20057
   PubMed Web of Science ®Google Scholar
• Maercker, A., & Schützwohl, M. (1998). Erfassung von psychischen Belastungssfolgen: Die Impact of Event Skala-revidierte Version. Diagnostica, 44(3), 130–141. https://doi.org/10.1037/t01210-000.
   Web of Science ®Google Scholar
• Meinshausen, N., & Bühlmann, P. (2010). Stability selection. Journal of the Royal Statistical Society: Series B (Statistical Methodology), 72(4), 417–473. https://doi.org/10.1111/j.1467-9868.2010.00740.x
   Web of Science ®Google Scholar
• Miller, K., Driscoll, D., Smith, L. M., & Ramaswamy, S. (2017). The role of inflammation in late-life post-traumatic stress disorder. Military Medicine, 182(11), e1815–e1818. https://doi.org/10.7205/milmed-d-17-00073
   PubMed Web of Science ®Google Scholar
• Mindlis, I., Morales-Raveendran, E., Goodman, E., Xu, K., Vila-Castelar, C., Keller, K., Crawford G., James S., Katz C. L., Crowley L. E., de la Hoz R. E., Markowitz S., & Wisnivesky, J. P. (2017). Post-traumatic stress disorder dimensions and asthma morbidity in world Trade Center rescue and recovery workers. Journal of Asthma, 54(7), 723–731. https://doi.org/10.1080/02770903.2016.1263650
   PubMed Web of Science ®Google Scholar
• Mittal, D., Torres, R., Abashidze, A., & Jimerson, N. (2001). Worsening of post-traumatic stress disorder symptoms with cognitive decline: Case series. Journal of Geriatric Psychiatry and Neurology, 14(1), 17–20. https://doi.org/10.1177/089198870101400105
   PubMed Web of Science ®Google Scholar
• Mota, N., Tsai, J., Kirwin, P. D., Harpaz-Rotem, I., Krystal, J. H., Southwick, S. M., & Pietrzak, R. H. (2016). Late-Life exacerbation of PTSD symptoms in US veterans. The Journal of Clinical Psychiatry, 77(03), 348–354. https://doi.org/10.4088/JCP.15m10101
   PubMedGoogle Scholar
• Najavits, L. M. (2015). The problem of dropout from “gold standard” PTSD therapies. F1000Prime Reports, 7(April), 1–8. https://doi.org/10.12703/P7-43
   Google Scholar
• National Institute for Clinical Excellence (NICE). (2005). Post-traumatic stress disorder: The management of PTSD in adults and children in primary and secondary care. National Collaborating Centre for Mental Health (National Institute for Clinical Excellence (UK) & National Collaborating Centre for Mental Health (UK), Ed..
   Google Scholar
• O’Connor, M. (2010). PTSD in older bereaved people. Aging and Mental Health, 14(6), 670–678. https://doi.org/10.1080/13607860903311725
   PubMed Web of Science ®Google Scholar
• Park, M. Y., & Hastie, T. (2008). Penalized logistic regression for detecting gene interactions. Biostatistics (Oxford, England), 9(1), 30–50. https://doi.org/10.1093/biostatistics/kxm010
   PubMed Web of Science ®Google Scholar
• Pless Kaiser, A., Cook, J. M., Glick, D. M., & Moye, J. (2019). Posttraumatic stress disorder in older adults: A Conceptual Review. Clinical Gerontologist, 42(4), 359–376. https://doi.org/10.1080/07317115.2018.1539801.
   PubMed Web of Science ®Google Scholar
• Port, C. L., Engdahl, B., Frazier, P., & Eberly, R. (2002). Factors related to the long-term course of PTSD in older Ex–prisoners of War. Journal of Clinical Geropsychology, 8(3), 203–214. https://doi.org/10.1023/A:1015996211452
   Google Scholar
• R-Mercier, A., Masson, M., Bussières, E.-L., & Cellard, C. (2018). Common transdiagnostic cognitive deficits among people with psychiatric disorders exposed to childhood maltreatment: A meta-analysis. Cognitive Neuropsychiatry, 23(3), 180–197. https://doi.org/10.1080/13546805.2018.1461617
   PubMed Web of Science ®Google Scholar
• R Core Team. (2018). R: A language and environment for statistical computing. R Foundation for Statistical Computing. https://www.r-project.org/.
   Google Scholar
• Richardson, J. D., Contractor, A. A., Armour, C., St. Cyr, K., Elhai, J. D., & Sareen, J. (2014). Predictors of long-term treatment outcome in combat and peacekeeping veterans with military-related PTSD. The Journal of Clinical Psychiatry, 75(11), e1299–e1305. https://doi.org/10.4088/JCP.13m08796
   PubMed Web of Science ®Google Scholar
• Rizvi, S., Vogt, D., & Resick, P. (2012). Cognitive and affective predictors of treatment outcome in cognitive processing therpy and prolonged exposure for posttraumatic stress disorder. Behavioral Research and Therapy, 47(9), 737–743. https://doi.org/10.1016/j.brat.2009.06.003.
   Google Scholar
• Schäfer, I., Gast, U., Hofmann, A., Knaevelsrud, C., Lampe, A., Liebermann, P., & Wöller, W. (2019). S3-Leitlinie Posttraumatische Belastungsstörung. Berlin/Heidelberg: Springer.
   Google Scholar
• Schottenbauer, M. A., Glass, C. R., Arnkoff, D. B., Tendick, V., & Gray, S. H. (2008). Nonresponse and dropout rates in outcome studies on PTSD: Review and methodological considerations. Psychiatry: Interpersonal and Biological Processes, 71(2), 134–168. https://doi.org/10.1521/psyc.2008.71.2.134
   PubMed Web of Science ®Google Scholar
• Shapiro, F., Kierdorf, T., Höhr, H., & Mallett, D. (2013). EMDR - Grundlagen und Praxis: Handbuch zur Behandlung traumatisierter Menschen. Paderborn: Junfermann.
   Google Scholar
• Shiner, B., D’Avolio, L. W., Nguyen, T. M., Zayed, M. H., Young-Xu, Y., Desai, R. A., Schnurr P. P., Fiore L. D., & Watts, B. V. (2013). Measuring use of evidence based psychotherapy for posttraumatic stress disorder. Administration and Policy in Mental Health and Mental Health Services Research, 40(4), 311–318. https://doi.org/10.1007/s10488-012-0421-0
   PubMed Web of Science ®Google Scholar
• Shiratori, Y., & Samuelson, K. W. (2012). Relationship between posttraumatic stress disorder and asthma among New York area residents exposed to the world Trade Center disaster. Journal of Psychosomatic Research, 73(2), 122–125. https://doi.org/10.1016/j.jpsychores.2012.05.003
   PubMed Web of Science ®Google Scholar
• Smucker, M., Reschke, K., & Kögel, B. (2008). Imagery rescripting & reprocessing therapy : Behandlungsmanual für Typ I Trauma. Düren: Shaker.
   Google Scholar
• Sobell, L. C. (1996). Bridging the gap between scientists and practitioners: The challenge before us. Behavior Therapy, 27(3), 297–320. https://doi.org/10.1016/S0005-7894(96)80019-0
   Web of Science ®Google Scholar
• Sonne, C., Carlsson, J., Bech, P., Vindbjerg, E., Mortensen, E. L., & Elklit, A. (2016). Psychosocial predictors of treatment outcome for trauma-affected refugees. European Journal Of Psychotraumatology, 7(1), 30907. https://doi.org/10.3402/ejpt.v7.30907
   PubMed Web of Science ®Google Scholar
• Spitzer, R., Kroenke, K., Williams, J., & Lowe, B. (2006). A brief measure for assessing generalized anxiety disorder. Archives of Internal Medicine, 166, 1092–1097. https://doi.org/10.1001/archinte.166.10.1092
   PubMed Web of Science ®Google Scholar
• Spottswood, M., Davydow, D. S., & Huang, H. (2017). The prevalence of posttraumatic stress disorder in primary care: A systematic review. Harvard Review of Psychiatry, 25, 159–169. https://doi.org/10.1097/HRP.0000000000000136
   PubMed Web of Science ®Google Scholar
• Stekhoven, D. J., & Bühlmann, P. (2012). Missforest-non-parametric missing value imputation for mixed-type data. Bioinformatics (Oxford, England), 28(1), 112–118. https://doi.org/10.1093/bioinformatics/btr597.
   PubMed Web of Science ®Google Scholar
• Stone, M. (1974). Cross-Validatory choice and assessment of statistical predictions. Journal of the Royal Statistical Society: Series B (Methodological), 36(2), 111–133. https://doi.org/10.1111/j.2517-6161.1974.tb00994.x
   Web of Science ®Google Scholar
• Tabachnick, B. G., & Fidell, L. S. (2013). Using multivariate statistics. Boston: Pearson Education.
   Google Scholar
• Tarrier, N. (2010). The cognitive and behavioral treatment of PTSD, what is known and what is known to be unknown: How not to fall into the practice gap. Clinical Psychology: Science and Practice, 17(2), 134–143. https://doi.org/10.1111/j.1468-2850.2010.01203.x
   Web of Science ®Google Scholar
• Tibshirani, R. (1996). Regression shrinkage and selection via the Lasso. Journal of the Royal Statistical Society: Series B (Methodological), 58(1), 267–288 .
   Web of Science ®Google Scholar
• Uher, R., Tansey, K. E., Malki, K., & Perlis, R. H. (2012). Biomarkers predicting treatment outcome in depression. Pharmacogenomics, 13(2), 233–240. https://doi.org/10.2217/pgs.11.161
   PubMed Web of Science ®Google Scholar
• Underner, M., Goutaudier, N., Peiffer, G., Perriot, J., Harika-Germaneau, G., & Jaafari, N. (2019). Influence du trouble stress post-traumatique sur l’asthme. La Presse Médicale, 48(5), 488–502. https://doi.org/10.1016/j.lpm.2019.03.002
   PubMedGoogle Scholar
• Vanderbilt, D., Young, R., MacDonald, H. Z., Grant-Knight, W., Saxe, G., & Zuckerman, B. (2008). Asthma severity and PTSD symptoms among inner city children: A pilot study. Journal of Trauma and Dissociation, 9(2), 191–207. https://doi.org/10.1080/15299730802046136
   PubMed Web of Science ®Google Scholar
• Van Minnen, A., Arntz, A., & Keijsers, G. P. J. (2002). Prolonged exposure in patients with chronic PTSD: Predictors of treatment outcome and dropout. Behaviour Research and Therapy, 40(4), 439–457. https://doi.org/10.1016/S0005-7967(01)00024-9
   PubMed Web of Science ®Google Scholar
• Varma, S., & Simon, R. (2006). Bias in error estimation when using cross-validation for model selection. BMC Bioinformatics, 7(1), 91. https://doi.org/10.1186/1471-2105-7-91.
   PubMed Web of Science ®Google Scholar
• Wagner, E. H., Hoelterhoff, M., & Chung, M. C. (2017). Posttraumatic stress disorder following asthma attack: The role of agency beliefs in mediating psychiatric morbidity. Journal of Mental Health, 26(4), 342–350. https://doi.org/10.1080/09638237.2017.1340628
   PubMed Web of Science ®Google 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). National Center for PTSD, 5(August), 2002. https://doi.org/10.1037/t02622-000
   Google Scholar
• Yarkoni, T., & Westfall, J. (2017). Choosing prediction over explanation in psychology. Perspectives on Psychological Science, 12(6), 1100–1122. https://doi.org/10.1177/1745691617693393
   Web of Science ®Google Scholar
• Zou, H., & Hastie, T. (2005). Regularization and variable selection via the elastic net. Journal of the Royal Statistical Society: Series B (Statistical Methodology), 67(2), 301–320. https://doi.org/10.1111/j.1467-9868.2005.00503.x
   Web of Science ®Google Scholar