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Motivational systems and autonomic functioning: Overlapping and differential contributions to anhedonic depression and anxious arousal

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Abstract

This study examined multiple aspects of temperament in order to better understand the distinction and overlap between anxious and depressive symptoms in emerging adulthood. Temperament was measured at the motivational level via self-reported behavioral inhibition (BI) and behavioral activation (BA) and at the physiological level via autonomic functioning [i.e., skin conductance levels (SCL) and respiratory sinus arrhythmia (RSA)]. Emerging adults (N = 170) reported on their BI and BA; SCL and RSA baseline scores were averaged during a 6-min resting period. Results revealed that high RSA was associated with fewer anhedonic depressive symptoms independent of BI and BA, whereas SCL contributed to anhedonic depressive symptoms through a three-way interaction with BI and BA. Specifically, high SCL exacerbated anhedonic depressive symptoms for individuals exhibiting profiles of high BI/low BA and low BI/high BA. This study highlights the importance of examining the unique interactions between psychophysiological and self-report measures of temperament when studying the development of internalizing symptoms in emerging adulthood.

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References

  • Aiken, L. S., & West, S. G. (1991). Multiple regression: Testing and interpreting interactions. Newbury Park, CA: Sage.

    Google Scholar 

  • Allen, L. B., McHugh, R. K., & Barlow, D. H. (2008). Emotional disorders: A unified protocol. In D. H. Barlow (Ed.), Clinical handbook of psychological disorders: A step-by-step treatment manual (pp. 216–249). New York: Guilford.

    Google Scholar 

  • American College Health Association (2013). National college health assessment II: Reference group undergraduates executive summary spring 2013. Hanover, MD: Author.

  • Beauchaine, T. (2001). Vagal tone, development, and Gray’s motivational theory: Toward an integrated model of autonomic nervous system functioning in psychopathology. Development and Psychopathology, 13(2), 183–214. doi:10.1017/S0954579401002012.

    Article  PubMed  Google Scholar 

  • Berntson, G. G., Bigger, T. J., Eckberg, D. L., Grossman, P., Kauffman, P. G., Malik, M., et al. (1997). Heart rate variability: Origins, methods, and interpretive caveats. Psychophysiology, 34(6), 623–648. doi:10.1111/j.1469-8986.1997.tb02140.x.

  • Brenner, S. L., Beauchaine, T. P., & Sylvers, P. D. (2005). A comparison of psychophysiological and self-report measures of BAS and BIS activation. Psychophysiology, 42(1), 108–115. doi:10.1111/j.1469-8986.2005.00261.x.

    Article  PubMed  Google Scholar 

  • Brosschot, J. F., Van Dijk, E., & Thayer, J. F. (2007). Daily worry is related to low heart rate variability during waking and the subsequent nocturnal sleep period. International Journal of Psychophysiology: Official Journal of the International Organization of Psychophysiology, 63(1), 39–47. doi:10.1016/j.ijpsycho.2006.07.016.

    Article  Google Scholar 

  • Carver, C. S., & White, T. L. (1994). Behavioral inhibition, behavioral activation, and affective responses to impending reward and punishment: The BIS/BAS Scales. Journal of Personality and Social Psychology, 67(2), 319–333. doi:10.1037//0022-3514.67.2.319.

    Article  Google Scholar 

  • Chang, H. A., Chang, C. C., Chen, C. L., Kuo, T. B. J., Lu, R. B., & Huang, S. Y. (2012). Major depression is associated with cardiac autonomic dysregulation. Acta Neuropsychiatrica, 24(6), 318–327. doi:10.1111/j.1601-5215.2011.00647.x.

    Article  PubMed  Google Scholar 

  • Chorpita, B. F., & Daleiden, E. L. (2002). Tripartite dimensions of emotion in a child clinical sample: Measurement strategies and implications for clinical utility. Journal of Consulting and Clinical Psychology, 70(5), 1150–1160. doi:10.1037//0022-006X.70.5.1150.

    Article  PubMed  Google Scholar 

  • Clark, L. A., & Watson, D. (1991). Tripartite model of anxiety and depression: Psychometric evidence and taxonomic implications. Journal of Abnormal Psychology, 100(3), 316–336. doi:10.1037/0021-843X.100.3.316.

    Article  PubMed  Google Scholar 

  • Colder, C. R., & O’Connor, R. M. (2004). Gray’s reinforcement sensitivity model and child psychopathology: Laboratory and questionnaire assessment of the BAS and BIS. Journal of Abnormal Child Psychology, 32, 435–451. doi:10.1023/B:JACP.0000030296.54122.b6.

    Article  PubMed  Google Scholar 

  • Cooper, A., Gomez, R., & Aucote, H. (2007). The behavioural inhibition system and behavioural approach system (BIS/BAS) scales: Measurement and structural invariance across adults and adolescents. Personality and Individual Differences, 43(2), 295–305. doi:10.1016/j.paid.2006.11.023.

  • Corr, P. J. (2002). J. A. Gray’s reinforcement sensitivity theory: Tests of the joint subsystems hypothesis of anxiety and impulsivity. Personality and Individual Differences, 33(4), 511–532. doi:10.1016/S0191-8869(01)00170-2.

    Article  Google Scholar 

  • Crocker, L. D., Heller, W., Warren, S. L., O’Hare, A. J., Infantolino, Z. P., & Miller, G. A. (2013). Relationships among cognition, emotion, and motivation: Implications for intervention and neuroplasticity in psychopathology. Frontiers in Human Neuroscience, 7, 261. doi:10.3389/fnhum.2013.00261.

    Article  PubMed Central  PubMed  Google Scholar 

  • Cummings, C. M., Caporino, N. E., & Kendall, P. C. (2014). Comorbidity of anxiety and depression in children and adolescents: 20 years after. Psychological Bulletin, 140(3), 816–845. doi:10.1037/a0034733.

    Article  PubMed Central  PubMed  Google Scholar 

  • Dawson, J. F., & Richter, A. W. (2006). Probing three-way interactions in moderated multiple regression: Development and application of a slope difference test. Journal of Applied Psychology, 91(4), 917–926. doi:10.1037/0021-9010.91.4.917.

    Article  PubMed  Google Scholar 

  • Dawson, M., Schell, A., & Filion, D. (2007). The Electrodermal System. In J. Cacioppo, L. Tassinary, & G. Berntson (Eds.), Handbook of psychophysiology (3rd ed., pp. 159–181). New York: Cambridge University Press. doi:10.1017/CBO9780511546396.007.

    Google Scholar 

  • Den Hollander-Gijsman, M. E., de Beurs, E., van der Wee, N. J., van Rood, Y. R., & Zitman, F. G. (2010). Distinguishing between depression and anxiety: a proposal for an extension of the tripartite model. European Psychiatry: The Journal of the Association of European Psychiatrists, 25(4), 197–205. doi:10.1016/j.eurpsy.2009.09.005.

    Article  Google Scholar 

  • Depue, R. A., Krauss, S., & Spoont, M. R. (1987). A two-dimensional threshold model of seasonal bipolar affective disorder. In D. Magnusson & A. Ohman (Eds.), Psychopathology: An interactional perspective (pp. 95–123). New York: Academic Press.

    Google Scholar 

  • Dickson, J. M., & MacLeod, A. K. (2004). Approach and avoidance goals and plans: Their relationship to anxiety and depression. Cognitive Therapy and Research, 28(3), 415–432. doi:10.1023/B:COTR.0000031809.20488.ee.

    Article  Google Scholar 

  • Dietrich, A., Riese, H., Sondeijker, F. E. P. L., Greaves-Lord, K., van Roon, A. M., Ormel, J., et al. (2007). Internalizing and externalizing problems and autonomic function. Journal of the American Academy of Child and Adolescent Psychiatry, 46, 3.

  • Doberenz, S., Roth, W. T., Wollburg, E., Breuninger, C., & Kim, S. (2010). Twenty-four hour skin conductance in panic disorder. Journal of Psychiatric Research, 44(16), 1137–1147. doi:10.1016/j.jpsychires.2010.04.012.

    Article  PubMed Central  PubMed  Google Scholar 

  • Farmer, R. F. (2005). Temperament, reward and punishment sensitivity, and clinical disorders: Implications for behavioral case formulation and therapy. International Journal of Behavioral Consultation and Therapy, 1(1), 56–76.

    Article  Google Scholar 

  • Fletcher, K., Parker, G., & Manicavasagar, V. (2013). Behavioral Activation System (BAS) differences in bipolar I and II disorder. Journal of Affective Disorders, 151(1), 121–128. doi:10.1016/j.jad.2013.05.061.

    Article  PubMed  Google Scholar 

  • Fowles, D. C. (1980). The three arousal model: Implications of Gray’s two-factor learning theory for heart rate, electrodermal activity, and psychopathy. Psychophysiology, 17, 87–104. doi:10.1111/j.1469-8986.1980.tb00117.x.

    Article  PubMed  Google Scholar 

  • Fowles, D. C. (1988). Psychophysiology and psychopathology: A motivational approach. Psychophysiology, 25, 373–391. doi:10.1111/j.1469-8986.1988.tb01873.x.

  • Friedman, B., & Thayer, J. (1998). Autonomic balance revisited: Panic anxiety and heart rate variability. Journal of Psychosomatic Research, 44(1), 133–151. doi:10.1016/S0022-3999(97)00202-X.

    Article  PubMed  Google Scholar 

  • Gray, J. A. (1981). A critique of Eysenck’s theory of personality. In H. J. Eysenck (Ed.), A model for personality (pp. 246–276). Berlin: Springer.

    Chapter  Google Scholar 

  • Gray, J. A. (1982). The neuropsychology of anxiety: An enquiry into the functions of the septohippocampal system. New York: Oxford University Press.

    Google Scholar 

  • Gray, J. A., & McNaughton, N. (2000). The neuropsychology of anxiety: An enquiry into the functions of the septo-hippocampal system. New York: Oxford University Press.

    Google Scholar 

  • Grossman, P., Karemaker, J., & Wieling, W. (1991). Prediction of tonic parasympathetic cardiac control using respiratory sinus arrhythmia: The need for respiratory control. Psychophysiology, 28(2), 201–216. doi:10.1111/j.1469-8986.1991.tb00412.x.

    Article  PubMed  Google Scholar 

  • Hofmann, S. G., Moscovitch, D. A., Litz, B. T., Kim, H. J., Davis, L. L., & Pizzagalli, D. A. (2005). The worried mind: Autonomic and prefrontal activation during worrying. Emotion, 5(4), 464–475. doi:10.1037/1528-3542.5.4.464.

    Article  PubMed  Google Scholar 

  • Hofmann, S. G., Schulz, S. M., Heering, S., Muench, F., & Bufka, L. F. (2010). Psychophysiological correlates of generalized anxiety disorder with or without comorbid depression. International Journal of Psychophysiology : Official Journal of the International Organization of Psychophysiology, 78(1), 35–41. doi:10.1016/j.ijpsycho.2009.12.016.

    Article  Google Scholar 

  • Hughes, A. A., Heimberg, R. G., Coles, M. E., Gibb, B. E., Liebowitz, M. R., & Schneier, F. R. (2006). Relations of the factors of the tripartite model of anxiety and depression to types of social anxiety. Behaviour Research and Therapy, 44(11), 1629–1641. doi:10.1016/j.brat.2005.10.015.

    Article  PubMed  Google Scholar 

  • Hundt, N. E., Nelson-Gray, R. O., Kimbrel, N., Mitchell, J. T., & Kwapil, T. R. (2007). The interaction of reinforcement sensitivity and life events in the prediction of anhedonic depression and mixed anxiety-depression symptoms. Personality and Individual Differences, 43(5), 1001–1012. doi:10.1016/j.paid.2007.02.021.

    Article  Google Scholar 

  • Jacques, H. K., & Mash, E. J. (2004). A test of the tripartite model of anxiety and depression in elementary and high school boys and girls. Journal of Abnormal Child Psychology, 32(1), 13–25. doi:10.1023/B:JACP.0000007577.38802.18.

    Article  PubMed  Google Scholar 

  • Johnson, S. L., Edge, M. D., Holmes, M. K., & Carver, C. S. (2012). The behavioral activation system and mania. Annual Review of Clinical Psychology, 8, 243–267. doi:10.1146/annurev-clinpsy-032511-143148.

    Article  PubMed Central  PubMed  Google Scholar 

  • Johnson, S. L., Turner, R. J., & Iwata, N. (2003). BIS/BAS levels and psychiatric disorder: An epidemiological study. Psychopathology, 25(1), 25–36. doi:10.1023/A:1022247919288.

    Google Scholar 

  • Kagan, J., Reznick, J. S., & Snidman, N. (1987). The physiology and psychology of behavioral inhibition in children. Child Development, 58, 1459–1473.

  • Karavidas, M. K., Lehrer, P. M., Vaschillo, E., Vaschillo, B., Marin, H., Buyske, S., & Hassett, A. (2007). Preliminary results of an open label study of heart rate variability biofeedback for the treatment of major depression. Applied Psychophysiology and Biofeedback, 32(1), 19–30. doi:10.1007/s10484-006-9029-z.

    Article  PubMed  Google Scholar 

  • Keogh, E., & Reidy, J. (2000). Exploring the factor structure of the Mood and Anxiety Symptom Questionnaire (MASQ). Journal of Personality Assessment, 74(1), 106–125. doi:10.1207/S15327752JPA740108.

    Article  PubMed  Google Scholar 

  • Kimbrel, N., Mitchell, J. T., & Nelson-Gray, R. O. (2010). An examination of the relationship between behavioral approach system (BAS) sensitivity and social interaction anxiety. Journal of Anxiety Disorders, 24(3), 372–378. doi:10.1016/j.janxdis.2010.02.002.

    Article  PubMed  Google Scholar 

  • Kimbrel, N. A., Nelson-Gray, R. O., & Mitchell, J. T. (2012). BIS, BAS, and bias: The role of personality and cognitive bias in social anxiety. Personality and Individual Differences, 52(3), 395–400. doi:10.1016/j.paid.2011.10.041.

    Article  Google Scholar 

  • Krueger, R. F., & Finger, M. S. (2001). Using item response theory to understand comorbidity among anxiety and unipolar mood disorders. Psychological Assessment, 13, 140–151.

  • Lin, H. P., Lin, H. Y., Lin, W. L., & Huang, A. C. W. (2011). Effects of stress, depression, and their interaction on heart rate, skin conductance, finger temperature, and respiratory rate: Sympathetic–parasympathetic hypothesis of stress and depression. Journal of Clinical Psychology, 67(10), 1080–1091. doi:10.1002/jclp.20833.

    Article  PubMed  Google Scholar 

  • Mathewson, K. J., Schmidt, L. A., Miskovic, V., Santesso, D. L., Duku, E., McCabe, R. E., & Moscovitch, D. A. (2013). Does respiratory sinus arrhythmia (RSA) predict anxiety reduction during cognitive behavioral therapy (CBT) for social anxiety disorder (SAD)? International Journal of Psychophysiology, 88(2), 171–181. doi:10.1016/j.ijpsycho.2013.03.016.

    Article  PubMed  Google Scholar 

  • Muris, P., Meesters, C., de Kanter, E., & Timmerman, P. E. (2005). Behavioural inhibition and behavioural activation system scales for children: Relationships with Eysenck’s personality traits and psychopathological symptoms. Personality and Individual Differences, 38(4), 831–841. doi:10.1016/j.paid.2004.06.007.

    Article  Google Scholar 

  • Murray-Close, D. (2011). Autonomic reactivity and romantic relational aggression among female emerging adults: Moderating roles of social and cognitive risk. International Journal of Psychophysiology : Official Journal of the International Organization of Psychophysiology, 80(1), 28–35. doi:10.1016/j.ijpsycho.2011.01.007.

  • Nigg, J. T. (2006). Temperament and developmental psychopathology. Journal of Child Psychology and Psychiatry, 47, 395–422. doi:10.1111/j.1469-7610.2006.01612.x.

    Article  PubMed  Google Scholar 

  • Pollatos, O., Werner, N. S., Duschek, S., Schandry, R., Matthias, E., Traut-Mattausch, E., & Herbert, B. M. (2011). Differential effects of alexithymia subscales on autonomic reactivity and anxiety during social stress. Journal of Psychosomatic Research, 70(6), 525–533. doi:10.1016/j.jpsychores.2010.12.003.

    Article  PubMed  Google Scholar 

  • Porges, S. W. (2007). The polyvagal perspective. Biological Psychology, 74(2), 116–143. doi:10.1016/j.biopsycho.2006.06.009.

    Article  PubMed Central  PubMed  Google Scholar 

  • Porges, S. W., Doussard-Roosevelt, J. A., & Maiti, A. K. (1994). Vagal tone and the physiological regulation of emotion. Monographs of the Society for Research in Child Development, 59(2/3), 167–186. doi:10.1111/j.1540-5834.1994.tb01283.x.

    Article  PubMed  Google Scholar 

  • Pruneti, C. A., Lento, R. M., Fante, C., Carrozzo, E., & Fontana, F. (2010). Autonomic arousal and differential diagnosis in clinical psychology and psychopathology. Giornale Italiano Di Psicopatologia/Italian Journal of Psychopathology, 16(1), 43–52.

    Google Scholar 

  • Roth, W. T., Doberenz, S., Dietel, A., Conrad, A., Mueller, A., Wollburg, E., & Kim, S. (2008). Sympathetic activation in broadly defined generalized anxiety disorder. Journal of Psychiatric Research, 42(3), 205–212. doi:10.1016/j.jpsychires.2006.12.003.

    Article  PubMed Central  PubMed  Google Scholar 

  • Rottenberg, J. (2007). Cardiac vagal control in depression: A critical analysis. Biological Psychology, 74(2), 200–211. doi:10.1016/j.biopsycho.2005.08.010.

    Article  PubMed  Google Scholar 

  • Russell, C. J., & Dean, M. A. (2000). To log or not to log: Bootstrap as an alternative to the parametric estimation of moderation effects in the presence of skewed dependent variables. Organizational Research Methods, 3, 166–185.

    Article  Google Scholar 

  • Simms, L. J., Prisciandaro, J. J., Krueger, R. F., & Goldberg, D. P. (2012). The structure of depression, anxiety and somatic symptoms in primary care. Psychological Medicine, 42(1), 15–28. doi:10.1017/S0033291711000985.

    Article  PubMed Central  PubMed  Google Scholar 

  • Spielberg, J. M., Heller, W., Silton, R. L., Stewart, J. L., & Miller, G. A. (2011). Approach and avoidance profiles distinguish dimensions of anxiety and depression. Cognitive Therapy and Research, 35(4), 359–371. doi:10.1007/s10608-011-9364-0.

    Article  Google Scholar 

  • Sportel, B. E., Nauta, M. H., de Hullu, E., de Jong, P. J., & Hartman, C. A. (2011). Behavioral inhibition and attentional control in adolescents: Robust relationships with anxiety and depression. Journal of Child and Family Studies, 20(2), 149–156. doi:10.1007/s10826-010-9435-y.

    Article  PubMed Central  PubMed  Google Scholar 

  • Sroufe, L. A. (2009). The concept of development in developmental psychopathology. Child Development Perspectives, 3, 178–183.

    Article  PubMed Central  PubMed  Google Scholar 

  • Thayer, J. F., Friedman, B. H., & Borkovec, T. D. (1996). Autonomic characteristics of generalized anxiety disorder and worry. Biological Psychiatry, 39(4), 255–266. doi:10.1016/0006-3223(95)00136-0.

    Article  PubMed  Google Scholar 

  • Thorell, L. H. (2009). Valid electrodermal hyporeactivity for depressive suicidal propensity offers links to cognitive theory. Acta Psychiatrica Scandinavica, 119(5), 338–349. doi:10.1111/j.1600-0447.2009.01364.x.

    Article  PubMed  Google Scholar 

  • Udupa, K., Sathyaprabha, T. N., Thirthalli, J., Kishore, K. R., Lavekar, G. S., Raju, T. R., & Gangadhar, B. N. (2007). Alteration of cardiac autonomic functions in patients with major depression: A study using heart rate variability measures. Journal of Affective Disorders, 100(1–3), 137–141. doi:10.1016/j.jad.2006.10.007.

    Article  PubMed  Google Scholar 

  • Veith, R., Lewis, N., & Linares, O. (1994). Sympathetic nervous system activity in major depression. Archives of General Psychiatry, 51(5), 411–422. doi:10.1001/archpsyc.1994.03950050071008.

    Article  PubMed  Google Scholar 

  • Ward, N., Doerr, H., & Storrie, M. (1983). Skin conductance: A potentially sensitive test for depression. Psychiatry Research, 10(4), 295–302. doi:10.1016/0165-1781(83)90076-8.

    Article  PubMed  Google Scholar 

  • Watson, D., Weber, K., Assenheimer, J. S., Clark, L. A., Strauss, M. E., & McCormick, R. A. (1995). Testing a tripartite model: I. Evaluating the convergent and discriminant validity of anxiety and depression symptom scales. Journal of Abnormal Psychology, 104(1), 3–14. doi:10.1037/0021-843X.104.1.3.

    Article  PubMed  Google Scholar 

  • Wenze, S. J., Gunthert, K. C., & German, R. E. (2012). Biases in affective forecasting and recall in individuals with depression and anxiety symptoms. Personality and Social Psychology Bulletin, 38(7), 895–906. doi:10.1177/0146167212447242.

    Article  PubMed  Google Scholar 

  • Zinbarg, R. E., & Barlow, D. H. (1996). Structure of anxiety and the anxiety disorders: A hierarchical model. Journal of Abnormal Psychology, 105(2), 181–193. doi:10.1037/0021-843X.105.2.181.

    Article  PubMed  Google Scholar 

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  1. Department of Psychology, University of Vermont, John Dewey Hall Rm 246, 2 Colchester Avenue, Burlington, VT, 05405-0134, USA

    Wesley Sanders & Jamie Abaied

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Sanders, W., Abaied, J. Motivational systems and autonomic functioning: Overlapping and differential contributions to anhedonic depression and anxious arousal. Motiv Emot 39, 602–612 (2015). https://doi.org/10.1007/s11031-015-9470-5

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