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The Physiological Regulation of Emotion During Social Interactions: Vagal Flexibility Moderates the Effects of a Military Parenting Intervention on Father Involvement in a Randomized Trial

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Abstract

To make prevention programs more effective and understand “what works for whom,” evidence regarding what individual characteristics predict intervention responsiveness is needed. Previous studies have evaluated a military parent training program known as After Deployment Adaptive Parenting Tools/ADAPT, yet less is understood about the program’s varying effects for fathers. We tested the physiological regulation of emotion during social interactions as a moderator predicting fathers’ responsiveness in a randomized trial of ADAPT, in which emotion regulation was operationally measured through vagal flexibility (VF; dynamic changes in cardiac vagal tone). Families with a child aged between 4 and 13 years for whom physiological data were gathered (n = 145) were randomly assigned to ADAPT (14-week face-to-face group intervention) or a control group (services as usual). Fathers in these families were National Guard/Reserve members who had been deployed to war in Iraq and/or Afghanistan and recently returned. Prior to the intervention, cardiac data was collected in-home throughout a set of family interaction tasks and VF was operationalized as the changes in high frequency (HF) power of heart rate variability (HRV) from a reading task to a problem-solving task. Parenting behaviors were observed and coded based on theory-driven indicators pre-intervention and at 1-year follow-up. Results of structural equation modeling showed that VF significantly moderated fathers’ intervention responsiveness, such that fathers with higher vs. lower VF exhibited more effective parenting at 1-year follow-up if they were randomized into ADAPT vs. the control group. This study is the first to demonstrate that parasympathetic vagal functioning may be a biomarker to predict response to a military parenting intervention to enhance parenting in combat deployed fathers. The implications for precision-based prevention are discussed.

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References

  • Babor, T. F., Higgins-Biddle, J. C., Saunders, J. B., & Monteiro, M. G. (2001). The Alcohol Use Disorders Identification Test (AUDIT): Guidelines for use in primary care. World Health Organization: Department of Mental Health and Substance Dependence.

  • Bagner, D. M., Graziano, P. A., Jaccard, J., Sheinkopf, S. J., Vohr, B. R., & Lester, B. M. (2012). An initial investigation of baseline respiratory sinus arrhythmia as a moderator of treatment outcome for young children born premature with externalizing behavior problems. Behavior Therapy. https://doi.org/10.1016/j.beth.2011.12.002.

  • Balzarotti, S., Biassoni, F., Colombo, B., & Ciceri, M. R. (2017). Cardiac vagal control as a marker of emotion regulation in healthy adults: A review. Biological Psychology. https://doi.org/10.1016/j.biopsycho.2017.10.008.

  • Biglan, A. (2004). Contextualism and the development of effective prevention practices. Prevention Science. https://doi.org/10.1023/B:PREV.0000013977.07261.5a.

  • Brockman, C., Snyder, J., Gewirtz, A. H., Gird, S. R., Quattlebaum, J., Schmidt, N., et al. (2016). Relationship of service members’ deployment trauma, PTSD symptoms, and experiential avoidance to postdeployment family reengagement. Journal of Family Psychology. https://doi.org/10.1037/fam0000152.

  • Butler, E. A., Wilhelm, F. H., & Gross, J. J. (2006). Respiratory sinus arrhythmia, emotion, and emotion regulation during social interaction. Psychophysiology. https://doi.org/10.1111/j.1469-8986.2006.00467.x.

  • Card, N. A., Bosch, L., Casper, D. M., Wiggs, C. B., Hawkins, S. A., Schlomer, G. L., & Borden, L. M. (2011). A meta-analytic review of internalizing, externalizing, and academic adjustment among children of deployed military service members. Journal of Family Psychology. https://doi.org/10.1037/a0024395.

  • Chalmers, J. A., Quintana, D. S., Abbott, M. J., & Kemp, A. H. (2014). Anxiety disorders are associated with reduced heart rate variability: A meta-analysis. Frontiers in Psychiatry. https://doi.org/10.3389/fpsyt.2014.00080.

  • Chesmore, A. A., Piehler, T. F., & Gewirtz, A. H. (2018). PTSD as a moderator of a parenting intervention for military families. Journal of Family Psychology. https://doi.org/10.1037/fam0000366.

  • Connell, A., Dawson, G., Danzo, S., & Mckillop, H. (2017). The psychophysiology of parenting: Individual differences in autonomic reactivity to positive and negative mood inductions and observed parental affect during dyadic interactions with children. Journal of Family Psychology. https://doi.org/10.1037/fam0000278.

  • Crandall, A., Deater-Deckard, K., & Riley, A. W. (2015). Maternal emotion and cognitive control capacities and parenting: A conceptual framework. Developmental Review. https://doi.org/10.1016/j.dr.2015.01.004.

  • Cuthbert, B. N., & Insel, T. R. (2013). Toward the future of psychiatric diagnosis: The seven pillars of RDoC. BMC Medicine. https://doi.org/10.1186/1741-7015-11-126.

  • Department of Defense. (2016). 2016 demographics: Profile of the military community. Retrieved from http://download.militaryonesource.mil/12038/MOS/Reports/2016-Demographics-Report.pdf.

  • Fishbein, D., & Dariotis, J. (2017). Personalizing and optimizing preventive intervention models via a translational neuroscience framework. Prevention Science. https://doi.org/10.1007/s11121-017-0851-8.

  • Flake, E. M., Davis, B. E., Johnson, P. L., & Middleton, L. S. (2009). The psychosocial effects of deployment on military children. Journal of Developmental and Behavioral Pediatrics. https://doi.org/10.1097/DBP.0b013e3181aac6e4.

  • Forgatch, M. S., & Gewirtz, A. H. (2017). The evolution of the Oregon Model of Parent Management Training: An intervention for antisocial behavior in children and adolescents. In J. R. Weisz & A. E. Kazdin (Eds.), Evidence based psychotherapies for children and adolescents (pp. 85–102). New York: Guilford Press.

    Google Scholar 

  • Forgatch, M. S., Knutson, N., & Mayne, T. (1992). Coder impressions of ODS lab tasks. Eugene: Oregon Social Learning Center.

    Google Scholar 

  • Friard, O., Gamba, M., & Fitzjohn, R. (2016). BORIS: A free, versatile open-source event-logging software for video/audio coding and live observations. Methods in Ecology and Evolution. https://doi.org/10.1111/2041-210x.12584.

  • Gardner, F., Hutchings, J., Bywater, T., & Whitaker, C. (2010). Who benefits and how does it work? Moderators and mediators of outcome in an effectiveness trial of a parenting intervention. Journal of Clinical Child & Adolescent Psychology. https://doi.org/10.1080/15374416.2010.486315.

  • Gewirtz, A. H., DeGarmo, D. S., & Zamir, O. (2018). After deployment, adaptive parenting tools: 1-year outcomes of an evidence-based parenting program for military families following deployment. Prevention Science. https://doi.org/10.1007/s11121-017-0839-4.

  • Glenn, A. L., Lochman, J. E., Dishion, T., Powell, N. P., Boxmeyer, C., Kassing, F., ... & Romero, D. (2018). Toward tailored interventions: Sympathetic and parasympathetic functioning predicts responses to an intervention for conduct problems delivered in two formats. Prevention Science, DOI https://doi.org/10.1007/s11121-017-0859-0.

  • Gorman, G. H., Eide, M., & Hisle-Gorman, E. (2010). Wartime military deployment and increased pediatric mental and behavioral health complaints. Pediatrics. https://doi.org/10.1542/peds.2009-2856.

  • Hastings, P. D., Sullivan, C., McShane, K. E., Coplan, R. J., Utendale, W. T., & Vyncke, J. D. (2008). Parental socialization, vagal regulation, and preschoolers’ anxious difficulties: Direct mothers and moderated fathers. Child Development, 79, 45–64. https://doi.org/10.1111/j.1467-8624.2007.01110.x.

    Article  PubMed  Google Scholar 

  • Hoge, C. W., et al. (2004). Combat duty in Iraq and Afghanistan, mental health problems, and barriers to care. The New England Journal of Medicine. https://doi.org/10.1056/NEJMoa040603.

  • Insel, T. R. (2014). The NIMH research domain criteria (RDoC) project: Precision medicine for psychiatry. American Journal of Psychiatry. https://doi.org/10.1176/appi.ajp.2014.14020138.

  • Krygier, J. R., Heathers, J. A., Shahrestani, S., Abbott, M., Gross, J. J., & Kemp, A. H. (2013). Mindfulness meditation, well-being, and heart rate variability: A preliminary investigation into the impact of intensive Vipassana meditation. International Journal of Psychophysiology. https://doi.org/10.1016/j.ijpsycho.2013.06.017.

  • Lester, P., Peterson, K., Reeves, J., Knauss, L., Glover, D., Mogil, C., et al. (2010). The long war and parental combat deployment: Effects on military children and at-home spouses. Journal of the American Academy of Child and Adolescent Psychiatry. https://doi.org/10.1016/j.jaac.2010.01.003.

  • Martínez, C. A. G., Quintana, A. O., Vila, X. A., Touriño, M. J. L., Rodríguez-Liñares, L., Presedo, J. M. R., & Penín, A. J. M. (2017). Heart rate variability analysis with the R package RHRV. DOI https://doi.org/10.1007/978-3-319-65355-6.

  • McDonald, R. P., & Ho, M. H. R. (2002). Principles and practice in reporting structural equation analyses. Psychological Methods. https://doi.org/10.1037/1082-989X.7.1.64.

  • Millegan, J., Engel, C., Liu, X., & Dinneen, M. (2013). Parental Iraq/Afghanistan deployment and child psychiatric hospitalization in the US military. General Hospital Psychiatry. https://doi.org/10.1016/j.genhosppsych.2013.04.015.

  • Mills-Koonce, W. R., Propper, C., Gariepy, J. L., Barnett, M., Moore, G. A., Calkins, S., & Cox, M. J. (2009). Psychophysiological correlates of parenting behavior in mothers of young children. Developmental Psychobiology. https://doi.org/10.1002/dev.20400.

  • Minassian, A., Geyer, M. A., Baker, D. G., Nievergelt, C. M., O'Connor, D. T., Risbrough, V. B., & Marine Resiliency Study, T. (2014). Heart rate variability characteristics in a large group of active-duty marines and relationship to posttraumatic stress. Psychosomatic Medicine. https://doi.org/10.1097/PSY.0000000000000056.

  • Muhtadie, L., Koslov, K., Akinola, M., & Mendes, W. B. (2015). Vagal flexibility: A physiological predictor of social sensitivity. Journal of Personality and Social Psychology. https://doi.org/10.1037/pspp0000016.

  • Muthén, L. K., & Muthén, B. O. (1998 –2017). Mplus user’s guide (7th ed.). Los Angeles: Muthén & Muthén.

  • Patterson, G. R. (1982). Coercive family process (Vol. 3). Castalia Publishing Company.

  • Porges, S. W. (2007). The polyvagal perspective. Biological Psychology. https://doi.org/10.1016/j.biopsycho.2006.06.009.

  • Porges, S. W. (2011). The polyvagal theory: Neurophysiological foundations of emotions, attachment, communication and self-regulation. New York: W. W. Norton & Company.

    Google Scholar 

  • Pyne, J. M., Constans, J. I., Wiederhold, M. D., Gibson, D. P., Kimbrell, T., Kramer, T. L., … McCune, T. R. (2016). Heart rate variability: Pre-deployment predictor of post-deployment PTSD symptoms. Biological Psychology, https://doi.org/10.1016/j.biopsycho.2016.10.008.

  • Quintana, D. S., Heathers, J. A., & Kemp, A. H. (2012). On the validity of using the polar RS800 heart rate monitor for heart rate variability research. European Journal of Applied Physiology. https://doi.org/10.1007/s00421-012-2453-2.

  • R Core Team. (2020). R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing, Vienna, Austria. https://www.Rproject.org

  • Rottenberg, J. (2007). Cardiac vagal control in depression: A critical analysis. Biological Psychology 74(2):200–211

  • Rottenberg, J., Salomon, K., Gross, J. J., & Gotlib, I. H. (2005). Vagal withdrawal to a sad film predicts subsequent recovery from depression. Psychophysiology. https://doi.org/10.1111/j.1469-8986.2005.00289.x.

  • Rottenberg, J., Clift, A., Bolden, S., & Salomon, K. (2007). RSA fluctuation in major depressive disorder. Psychophysiology. https://doi.org/10.1111/j.1469-8986.2007.00509.x.

  • Sandler, I. N., Schoenfelder, E. N., Wolchik, S. A., & MacKinnon, D. P. (2011). Long-term impact of prevention programs to promote effective parenting: Lasting effects but uncertain processes. Annual Review of Psychology. https://doi.org/10.1146/annurev.psych.121208.131619.

  • Shahrestani, S., Stewart, E. M., Quintana, D. S., Hickie, I. B., & Guastella, A. J. (2015). Heart rate variability during adolescent and adult social interactions: A meta-analysis. Biological Psychology. https://doi.org/10.1016/j.biopsycho.2014.12.012.

  • Supplee, L. H., Parekh, J., & Johnson, M. (2018). Principles of precision prevention science for improving recruitment and retention of participants. Prevention Science 19(5):689–694.

  • Tan, G., Dao, T. K., Farmer, L., Sutherland, R. J., & Gevirtz, R. (2011). Heart rate variability (HRV) and posttraumatic stress disorder (PTSD): A pilot study. Applied Psychophysiology and Biofeedback. https://doi.org/10.1007/s10484-010-9141-y.

  • Tarvainen, M. P., Niskanen, J.-P., Lipponen, J. A., Ranta-aho, P. O., & Karjalainen, P. A. (2014). Kubios HRV – heart rate variability analysis software. Computer Methods and Programs in Biomedicine. https://doi.org/10.1016/j.cmpb.2013.07.024.

  • Wadsworth, S. M., Bailey, K. M., & Coppola, E. C. (2017). U.S. military children and the wartime deployments of family members. Child Development Perspectives. https://doi.org/10.1111/cdep.12210.

  • Weathers, F. W., Litz, B. T., Herman, D. S., Huska, J. A., & Keane, T. M. (1993). The PTSD Checklist (PCL): Reliability, validity, and diagnostic utility. Paper presented at the Annual Meeting of the International Society for Traumatic Stress Studies, San Antonio, TX.

  • Zhang, N., Hoch, J., Gewirtz, A., Barnes, A., & Snyder, J. (2020). Are psychological and physiological flexibility both associated with male veterans’ parenting?: Testing a moderation effect. Manuscript under review.

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Acknowledgments

The results of this paper were presented at the 26th Annual Meeting of the Society for Prevention Research. This paper was part of a doctoral thesis supported by a Waller Summer Fellowship and a David and Karen Olson Fellowship, Department of Family Social Science, University of Minnesota, to the first author. The first author’s work on this paper was supported by a National Research Service Award (NRSA) in Primary Prevention by the National Institute on Drug Abuse through the Department of Psychology and the Research and Education to Advance Children’s Health (REACH) Institute at Arizona State University, grant no. T32 DA039772. The ADAPT study was funded by the National Institute on Drug Abuse, grant no. R01 DA030114 (PI: AG). The authors wish to thank Dave DeGarmo, Gerry August, Tim Piehler, Lindsay Weiler, and Dan Berry for their contribution to the conceptualization and analyses presented in this study, as well as Laurel Davis, Jingchen Zhang, Kadie Ausherbauer, and Ashley Chesmore for their contribution to data preparation.

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Correspondence to Abigail H. Gewirtz.

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Zhang, N., Hoch, J. & Gewirtz, A.H. The Physiological Regulation of Emotion During Social Interactions: Vagal Flexibility Moderates the Effects of a Military Parenting Intervention on Father Involvement in a Randomized Trial. Prev Sci 21, 691–701 (2020). https://doi.org/10.1007/s11121-020-01122-6

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