Examining the Temporal Relation between Posttraumatic Stress Symptoms and Heavy Drinking among Veterans Receiving Mental Health Treatment in Primary Care

References

• Back, S. E., Brady, K. T., Sonne, S. C., & Verduin, M. L. (2006). Symptom improvement in co-occurring PTSD and alcohol dependence. The Journal of Nervous and Mental Disease, 194(9), 690–696. https://doi.org/10.1097/01.nmd.0000235794.12794.8a
   PubMed Web of Science ®Google Scholar
• Back, S. E., Killeen, T. K., Teer, A. P., Hartwell, E. E., Federline, A., Beylotte, F., & Cox, E. (2014). Substance use disorders and PTSD: An exploratory study of treatment preferences among military veterans. Addictive Behaviors, 39(2), 369–373. https://doi.org/10.1016/j.addbeh.2013.09.017
   PubMed Web of Science ®Google Scholar
• Badour, C. L., Flanagan, J. C., Allan, N. P., Gilmore, A. K., Gros, D. F., Killeen, T., Korte, K. J., Brown, D. G., Kolnogorova, K., & Back, S. E. (2021). Temporal dynamics of symptom change among veterans receiving an integrated treatment for posttraumatic stress disorder and substance use disorders. Journal of Traumatic Stress, 35(2), 546–558. https://doi.org/10.1002/jts.22769
   PubMed Web of Science ®Google Scholar
• Badour, C. L., Flanagan, J. C., Gros, D. F., Killeen, T., Pericot-Valverde, I., Korte, K. J., Allan, N. P., & Back, S. E. (2017). Habituation of distress and craving during treatment as predictors of change in PTSD symptoms and substance use severity. Journal of Consulting and Clinical Psychology, 85(3), 274–281. https://doi.org/10.1037/ccp0000180
   PubMed Web of Science ®Google Scholar
• Bertholet, N., Daeppen, J.-B., Wietlisbach, V., Fleming, M., & Burnand, B. (2005). Reduction of alcohol consumption by brief alcohol intervention in primary care: Systematic review and meta-analysis. Archives of Internal Medicine, 165(9), 986–995. https://doi.org/10.1001/archinte.165.9.986
   PubMed Web of Science ®Google Scholar
• Bowe, A., & Rosenheck, R. (2015). PTSD and substance use disorder among veterans: characteristics, service utilization and pharmacotherapy. Journal of Dual Diagnosis, 11(1), 22–32. https://doi.org/10.1080/15504263.2014.989653
   PubMed Web of Science ®Google Scholar
• Cigrang, J. A., Rauch, S. A., Mintz, J., Brundige, A. R., Mitchell, J. A., Najera, E., Litz, B. T., Young-McCaughan, S., Roache, J. D., Hembree, E. A., Goodie, J. L., Sonnek, S. M., & Peterson, A. L, STRONG STAR Consortium. (2017). Moving effective treatment for posttraumatic stress disorder to primary care: A randomized controlled trial with active duty military. Families, Systems & Health, 35(4), 450–462. https://doi.org/10.1037/fsh0000315
   PubMed Web of Science ®Google Scholar
• Department of Veteran Affairs/Department of Defense. (2017). VA/DOD clinical practice guideline for the management of posttraumatic stress disorder and acute stress disorder. https://www.healthquality.va.gov/guidelines/MH/ptsd/VADoDPTSDCPGFinal012418.pdf
   Google Scholar
• Greenfield, S. F., Back, S. E., Lawson, K., & Brady, K. T. (2010). Substance abuse in women. The Psychiatric Clinics of North America, 33(2), 339–355. https://doi.org/10.1016/j.psc.2010.01.004
   PubMed Web of Science ®Google Scholar
• Hamaker, E. L., Kuiper, R. M., & Grasman, R. P. P. P. (2015). A critique of the cross-lagged panel model. Psychological Methods, 20(1), 102–116. https://doi.org/10.1037/a0038889
   PubMed Web of Science ®Google Scholar
• Hernandez-Avila, C. A., Rounsaville, B. J., & Kranzler, H. R. (2004). Opioid-, cannabis- and alcohol-dependent women show more rapid progression to substance abuse treatment. Drug and Alcohol Dependence, 74(3), 265–272. https://doi.org/10.1016/j.drugalcdep.2004.02.001
   PubMed Web of Science ®Google Scholar
• Hien, D. A., Lopez-Castro, T., Papini, S., Gorman, B., & Ruglass, L. M. (2017). Emotion dysregulation moderates the effect of cognitive behavior therapy with prolonged exposure for co-occurring PTSD and substance use disorders. Journal of Anxiety Disorders, 52, 53–61. https://doi.org/10.1016/j.janxdis.2017.10.003
   PubMed Web of Science ®Google Scholar
• Hu, L., & Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling: A Multidisciplinary Journal, 6(1), 1–55. https://doi.org/10.1080/10705519909540118
   Web of Science ®Google Scholar
• Hu, L. T., & Bentler, P. M. (1995). Evaluating model fit. In R. H. Hoyle (Ed.), Structural equation modeling: Concepts, issues, and applications (pp. 76–99). Sage Publications, Inc.
   Google Scholar
• Jarnecke, A. M., Allan, N. P., Badour, C. L., Flanagan, J. C., Killeen, T. K., & Back, S. E. (2019). Substance use disorders and PTSD: Examining substance use, PTSD symptoms, and dropout following imaginal exposure. Addictive Behaviors, 90, 35–39. https://doi.org/10.1016/j.addbeh.2018.10.020
   PubMed Web of Science ®Google Scholar
• Kaysen, D., Atkins, D. C., Moore, S. A., Lindgren, K. P., Dillworth, T., & Simpson, T. (2011). Alcohol use, problems, and the course of posttraumatic stress disorder: A prospective study of female crime victims. Journal of Dual Diagnosis, 7(4), 262–279. https://doi.org/10.1080/15504263.2011.620449
   PubMed Web of Science ®Google Scholar
• Kearney, M. W. (2017). Cross-lagged panel analysis. In M. R. Allen (Ed.), The SAGE encyclopedia of communication research methods (pp. 313–314). Sage Publications, Inc.
   Google Scholar
• Kenny, D. A., Kaniskan, B., & McCoach, D. B. (2015). The performance of RMSEA in models with small degrees of freedom. Sociological Methods & Research, 44(3), 486–507. https://doi.org/10.1177/0049124114543236
   Web of Science ®Google Scholar
• Khantzian, E. J. (1997). The self-medication hypothesis of substance use disorders: A reconsideration and recent applications. Harvard Review of Psychiatry, 4(5), 231–244. https://doi.org/10.3109/10673229709030550
   PubMed Web of Science ®Google Scholar
• Langdon, K. J., Fox, A. B., King, L. A., King, D. W., Eisen, S., & Vogt, D. (2016). Examination of the dynamic interplay between posttraumatic stress symptoms and alcohol misuse among combat-exposed operation enduring freedom (OEF)/Operation Iraqi Freedom (OIF) Veterans. Journal of Affective Disorders, 196, 234–242. https://doi.org/10.1016/j.jad.2016.02.048
   PubMed Web of Science ®Google Scholar
• Little, R. J. A., & Rubin, D. B. (2002). Statistical analysis with missing data (2nd ed.). John Wiley & Sons, Ltd.
   Google Scholar
• Mastroleo, N. R., Possemato, K., King, P. R., Balderrama-Durbin, C., Crinnin, C., Cigrang, J. A., Read, J. P., Borsari, B., Maisto, S. A., & Rauch, S. A. M. (2023). Development and initial testing of a brief, integrated intervention aimed at reducing heavy alcohol use and PTSD among military veterans in primary care. Professional Psychology, Research and Practice, 54(1), 70–82. https://doi.org/10.1037/pro0000489
   PubMed Web of Science ®Google Scholar
• McCabe, C. T., Mohr, C. D., Hammer, L. B., & Carlson, K. F. (2019). PTSD symptomology and motivated alcohol use among military service members: Testing a conditional indirect effect model of social support. Substance Use & Misuse, 54(2), 257–270. https://doi.org/10.1080/10826084.2018.1517176
   PubMed Web of Science ®Google Scholar
• Mulder, J. D., & Hamaker, E. L. (2021). Three extensions of the random intercept cross-lagged panel model. Structural Equation Modeling, 28(4), 638–648. https://doi.org/10.1080/10705511.2020.1784738
   Web of Science ®Google Scholar
• Mund, M., Johnson, M. D., & Nestler, S. (2021). Changes in size and interpretation of parameter estimates in within-person models in the presence of time-invariant and time-varying covariates. Frontiers in Psychology, 12, 666928. https://doi.org/10.3389/fpsyg.2021.666928
   PubMed Web of Science ®Google Scholar
• Muthén, B., & Muthén, L. (2017). Mplus. In W. J. van der Linden (Ed.), Handbook of item response theory (pp. 507–518). Chapman and Hall/CRC.
   Google Scholar
• Norman, S. B., Haller, M., Hamblen, J. L., Southwick, S. M., & Pietrzak, R. H. (2018). The burden of co-occurring alcohol use disorder and PTSD in U.S. military veterans: Comorbidities, functioning, and suicidality. Psychology of Addictive Behaviors, 32(2), 224–229. https://doi.org/10.1037/adb0000348
   PubMed Web of Science ®Google Scholar
• Orth, U., Meier, L. L., Buhler, J. L., Dapp, L. C., Krauss, S., Messerli, D., Robins, R. W. (2022). Effect size guidelines for cross-lagged effects. Advanced online publication. https://doi.org/10.1037/met0000499
   Google Scholar
• Ouimette, P., Read, J. P., Wade, M., & Tirone, V. (2010). Modeling associations between posttraumatic stress symptoms and substance use. Addictive Behaviors, 35(1), 64–67. https://doi.org/10.1016/j.addbeh.2009.08.009
   PubMed Web of Science ®Google Scholar
• Peirce, J. M., Schacht, R. L., & Brooner, R. K. (2020). The effects of prolonged exposure on substance use in patients with posttraumatic stress disorder and substance use disorders. Journal of Traumatic Stress, 33(4), 465–476. https://doi.org/10.1002/jts.22546
   PubMed Web of Science ®Google Scholar
• Possemato, K., Mastroleo, N. R., Balderrama-Durbin, C., King, P. R., Davis, A., & Rauch, S. A. M. (2023). A randomized controlled trial of primary care treatment integrating motivation and exposure treatment (PC-TIME) in veterans with PTSD and harmful alcohol use. Behavior Therapy. Advanced online publication. https://doi.org/10.1016/j.beth.2023.08.011
   Google Scholar
• Rauch, S. A. M., Wilson, C. K., Jungerman, J., Bollini, A., & Eilender, P. (2022). Implementation of prolonged exposure for PTSD: Pilot program of PE for primary care in VA. Cognitive and Behavioral Practice, 29(2), 259–266. https://doi.org/10.1016/j.cbpra.2020.09.004
   Web of Science ®Google Scholar
• Read, J. P., Brown, P. J., & Kahler, C. W. (2004). Substance use and posttraumatic stress disorders: Symptom interplay and effects on outcome. Addictive Behaviors, 29(8), 1665–1672. https://doi.org/10.1016/j.addbeh.2004.02.061
   PubMed Web of Science ®Google Scholar
• Roberts, N. P., Roberts, P. A., Jones, N., & Bisson, J. I. (2015). Psychological interventions for post-traumatic stress disorder and comorbid substance use disorder: A systematic review and meta-analysis. Clinical Psychology Review, 38, 25–38. https://doi.org/10.1016/j.cpr.2015.02.007
   PubMed Web of Science ®Google Scholar
• Saunders, J. B., Aasland, O. G., Babor, T. F., De La Fuente, J. R., & Grant, M. (1993). Development of the Alcohol Use Disorders Identification Test (AUDIT): WHO collaborative project on early detection of persons with harmful alcohol consumption-II. Addiction, 88(6), 791–804. https://doi.org/10.1111/j.1360-0443.1993.tb02093.x
   PubMed Web of Science ®Google Scholar
• Seal, K. H., Cohen, G., Waldrop, A., Cohen, B. E., Maguen, S., & Ren, L. (2011). Substance use disorders in Iraq and Afghanistan veterans in VA healthcare, 2001–2010: Implications for screening, diagnosis and treatment. Drug and Alcohol Dependence, 116(1–3), 93–101. https://doi.org/10.1016/j.drugalcdep.2010.11.027
   PubMed Web of Science ®Google Scholar
• Simpson, T. L., Stappenbeck, C. A., Luterek, J. A., Lehavot, K., & Kaysen, D. L. (2014). Drinking motives moderate daily relationships between PTSD symptoms and alcohol use. Journal of Abnormal Psychology, 123(1), 237–247. https://doi.org/10.1037/a0035193
   PubMed Web of Science ®Google Scholar
• Smith, S. M., Goldstein, R. B., & Grant, B. F. (2016). The association between post-traumatic stress disorder and lifetime DSM-5 psychiatric disorders among veterans: Data from the National Epidemiologic Survey on Alcohol and Related Conditions-III (NESARC-III). Journal of Psychiatric Research, 82, 16–22. https://doi.org/10.1016/j.jpsychires.2016.06.022
   PubMed Web of Science ®Google Scholar
• Sobell, L. C., & Sobell, M. B. (1992). Timeline follow-back: a technique for assessing self-reported alcohol consumption. In R. Z. Litten & J. P. Allen (Eds.), Measuring alcohol consumption: Psychosocial and biological methods (pp. 41–72). Humana Press.
   Google Scholar
• Sobell, M. B., Sobell, L. C., Klajner, F., Pavan, D., & Basian, E. (1986). The reliability of a timeline method for assessing normal drinker college students’ recent drinking history: Utility for alcohol research. Addictive Behaviors, 11(2), 149–161. https://doi.org/10.1016/0306-4603(86)90040-7
   PubMed Web of Science ®Google Scholar
• Steiger, J. H., & Lind, J. C. (1980). Statistically based tests for the number of common factors [Paper presentation]. Paper Presented at the Annual Meeting of the Psychometric Society, Iowa City.
   Google Scholar
• Tripp, J. C., Worley, M. J., Straus, E., Angkaw, A. C., Trim, R. S., & Norman, S. B. (2020). Bidirectional relationship of posttraumatic stress disorder (PTSD) symptom severity and alcohol use over the course of integrated treatment. Psychology of Addictive Behaviors, 34(4), 506–511. https://doi.org/10.1037/adb0000564
   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.
   Google Scholar
• West, S. G., Finch, J. F., & Curran, P. J. (1995). Structural equation models with nonnormal variables: Problems and remedies. In R. H. Hoyle (Ed.), Structural equation modeling: Concepts, issues and applications (pp.56–75).
   Google Scholar