Skip to main content

[]

Intended for healthcare professionals
Skip to main content
Restricted access
Research article
First published online March 13, 2017

Evaluating Emotional and Biological Sensitivity to Maternal Behavior Among Self-Injuring and Depressed Adolescent Girls Using Nonlinear Dynamics

Abstract

High sensitivity and reactivity to behaviors of family members characterize several forms of psychopathology, including self-inflicted injury (SII). We examined mother-daughter behavioral and psychophysiological reactivity during a conflict discussion using nonlinear dynamics to assess asymmetrical associations within time-series data. Depressed, SII, and control adolescents and their mothers participated (N = 76 dyads). We expected that (a) mothers’ evocative behaviors would affect behavioral and psychophysiological reactivity among depressed and, especially, SII adolescents, (b) adolescents’ behaviors would not evoke mothers’ behavioral or physiological reactivity, and (c) control teens and mothers would be less reactive, with no dynamic associations in either direction. Convergent cross-mapping with dewdrop regression, which identifies directional associations, indicated that mothers’ behaviors evoked behavioral responses among depressed and SII participants, but evoked psychophysiological reactivity for SII teens only. There were no effects of adolescents’ behavior on mothers’ reactivity. Results are interpreted based on sensitivity theories and directions for further research are outlined.

Get full access to this article

View all access and purchase options for this article.

References

American Psychiatric Association. (2000). Diagnostic and statistical manual of mental disorders (4th ed., text revision). Washington, DC: Author.
Armsden G. C., McCauley E., Greenberg M. T., Burke P. M., Mitchell J. R. (1990). Parent and peer attachment in early adolescent depression. Journal of Abnormal Child Psychology, 18, 683–697.
Beauchaine T. P. (2001). Vagal tone, development, and Gray’s motivational theory: Toward an integrated model of autonomic nervous system functioning in psychopathology. Development and Psychopathology, 13, 183–214.
Beauchaine T. P., Thayer J. F. (2015). Heart rate variability as a transdiagnostic biomarker of psychopathology. International Journal of Psychophysiology, 98, 338–350.
Beauchaine T. P., Zalewski M. (2016). Physiological and developmental mechanisms of emotional lability in coercive relationships. In Dishion T. J., Snyder J. J. (Eds.), The Oxford handbook of coercive relationship dynamics (pp. 39–52). New York, NY: Oxford University Press.
Belsky J., Pluess M. (2009). Beyond diathesis stress: Differential susceptibility to environmental influences. Psychological Bulletin, 135, 885–908.
Berntson G. G., Thomas Bigger J., Eckberg D. L., Grossman P., Kaufmann P. G., Malik M., . . . Der Molen M. W. (1997). Heart rate variability: Origins, methods, and interpretive caveats. Psychophysiology, 34, 623-648.
Betts J., Gullone E., Allen J. S. (2009). An examination of emotion regulation, temperament, and parenting style as potential predictors of adolescent depression risk status: A correlational study. British Journal of Developmental Psychology, 27, 473–485.
Boyce W. T., Ellis B. J. (2005). Biological sensitivity to context: I. An evolutionary-developmental theory of the origins and functions of stress reactivity. Development and Psychopathology, 17, 271–301.
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, 108–115.
Bronfenbrenner U. (1979). Contexts of child rearing: Problems and prospects. American Psychologist, 34, 844–850.
Caspi A., Hariri A. R., Holmes A., Uher R., Moffitt T. E. (2010). Genetic sensitivity to the environment: The case of the serotonin transporter gene and its implications for studying complex diseases and traits. American Journal of Psychiatry, 167, 509–527.
Cicchetti D. (2016). Socioemotional, personality, and biological development: Illustrations from a multilevel developmental psychopathology perspective on child maltreatment. Annual Review of Psychology, 67, 187–211.
Cicchetti D., Ackerman B. P., Izard C. E. (1995). Emotions and emotion regulation in developmental psychopathology. Development and Psychopathology, 7, 1–10.
Clark A. (2014). Multispatial CCM: Multispatial convergent cross mapping (R package version 1.0). Retrieved from http://CRAN.R-project.org/package=multispatialCCM
Clark A. T., Ye H., Isbell F., Deyle E. R., Cowles J., Tilman G. D., Sugihara G. (2015). Spatial convergent cross mapping to detect causal relationships from short time series. Ecology, 96, 1174–1181.
Crowell S. E. (2016). Biting the hand that feeds: current opinion on the interpersonal causes, correlates, and consequences of borderline personality disorder. F1000Research, 5.
Crowell S. E., Baucom B. R., McCauley E., Potapova N. V., Fitelson M., Barth H., . . . Beauchaine T. P. (2013). Mechanisms of contextual risk for adolescent self-injury: Invalidation and conflict escalation in mother-child interactions. Journal of Clinical Child and Adolescent Psychology, 42, 467–480.
Crowell S. E., Baucom B. R., Yaptangco M., Bride D., Hsiao R., McCauley E., Beauchaine T. P. (2014). Emotion dysregulation and dyadic conflict in depressed and typical adolescents: Evaluating concordance across psychophysiological and observational measures. Biological Psychology, 98, 50–58.
Crowell S., Beauchaine T., Hsiao R., Vasilev C., Yaptangco M., Linehan M., McCauley E. (2012). Differentiating adolescent self-injury from adolescent depression: Possible implications for borderline personality development. Journal of Abnormal Child Psychology, 40, 45–57.
Crowell S. E., Beauchaine T. P., Linehan M. M. (2009). A biosocial developmental model of borderline personality: Elaborating and extending Linehan’s theory. Psychological Bulletin, 135, 495–510.
Crowell S. E., Beauchaine T. P., McCauley E., Smith C., Vasilev C., Stevens A. L. (2008). Parent-child interactions, peripheral serotonin, and intentional self-injury in adolescents. Journal of Consulting and Clinical Psychology, 76, 15–21.
Crowell S. E., Kaufman E. A. (2016). Development of self-inflicted injury: Comorbidities and continuities with borderline and antisocial personality traits. Development and Psychopathology, 28, 1071–1088.
Del Giudice M., Ellis B. J., Shirtcliff E. A. (2011). The adaptive calibration model of stress responsivity. Neuroscience and Biobehavioral Reviews, 35, 1562–1592.
Fraser A. M., Swinney H. L. (1986). Independent coordinates for strange attractors from mutual information. Physical Review A, 33, 1134–1140.
Garber J., Robinson N. S., Valentiner D. (1997). The relation between parenting and adolescent depression: Self-worth as a mediator. Journal of Adolescent Research, 12, 12–33.
Giuliano R. J., Skowron E. A., Berkman E. T. (2015). Growth models of dyadic synchrony and mother-child vagal tone in the context of parenting at-risk. Biological Psychology, 105, 29–36.
Granger C. W. J. (1969). Investigating causal relations by econometric models and cross-spectral methods. Econometrica, 37, 424–438. https://doi.org/10.2307/1912791
Hinshaw S. P. (2015). Developmental psychopathology, ontogenic process models, gene-environment interplay, and brain development: An emerging synthesis. Journal of Abnormal Psychology, 124, 771–775.
Kantz H., Schreiber T. (2003). Nonlinear time series analysis. New York, NY: Cambridge University Press.
Kemp A. H., Quintana D. S., Gray M. A., Felmingham K. L., Brown K., Gatt J. M. (2010). Impact of depression and antidepressant treatment on heart rate variability: A review and meta-analysis. Biological Psychiatry, 67, 1067–1074.
Lewis G., Collishaw S., Thapar A., Harold G. T. (2014). Parent-child hostility and child and adolescent depression symptoms: The direction of effects, role of genetic factors and gender. European Child and Adolescent Psychiatry, 23, 317–327.
Linehan M. M. (1993). Cognitive-behavioral treatment of borderline personality disorder. New York, NY: Guilford.
Lorber F. (2004). Psychophysiology of aggression, psychopathy, and conduct problems: A meta-analysis. Psychological Bulletin, 130, 531–552.
Lowenstein L. F. (2005). Youths who intentionally practise self-harm: Review of the recent research 2001–2004. International Journal of Adolescent Medicine and Health, 7, 225–230.
Lytton H. (1990). Child and parent effects in boys’ conduct disorder: A reinterpretation. Developmental Psychology, 26, 683–697.
Marsh P., Beauchaine T. P., Williams B. (2008). Dissociation of sad facial expressions and autonomic nervous system responding in boys with disruptive behavior disorders. Psychophysiology, 45, 100–110.
McSharry P. E. (2005). The danger of wishing for chaos. Nonlinear Dynamics in Psychological Life Sciences, 9, 375–397.
Miller A. L., Rathus J. H., Linehan M. M. (2006). Dialectical behavior therapy with suicidal adolescents. New York, NY: Guilford Press.
Mønster D., Fusaroli R., Tylén K., Roepstorff A., Sherson J. F. (in press). Causal inference from noisy time-series data—Testing the convergent cross-mapping algorithm in the presence of noise and external influence. Future Generation Computer Systems.
Nuzzo R. (2014). Scientific method: Statistical errors. Nature, 506, 150–152.
Obradović J., Bush N. R., Stamperdahl J., Adler N. E., Boyce W. T. (2010). Biological sensitivity to context: The interactive effects of stress reactivity and family adversity on socioemotional behavior and school readiness. Child Development, 81, 270–289.
Olino T. M., McMakin D. L., Nicely T. A., Forbes E. E., Dahl R. E., Silk J. S. (2015). Maternal depression, parenting, and youth depressive symptoms: Mediation and moderation in a short-term longitudinal study. Journal of Clinical Child and Adolescent Psychology. Advance online publication.
Pineda J., Dadds M. R. (2013). Family intervention for adolescents with suicidal behavior: A randomized controlled trial and mediation analysis. Journal of the American Academy of Child and Adolescent Psychiatry, 52, 851–862.
Porges S. W. (2001). The polyvagal theory: Phylogenetic substrates of a social nervous system. International Journal of Psychophysiology, 42, 123–146.
Prinz R. J., Foster S., Kent R. N., O’Leary K. D. (1979). Multivariate assessment of conflict in distressed and nondistressed mother-adolescent dyads. Journal of Applied Behavior Analysis, 12, 691–700.
R Core Team. (2015). R: A language and environment for statistical computing. Vienna, Austria: R Foundation for Statistical Computing. Retrieved from https://www.R-project.org/
Richardson M. J., Dale R., Marsh K. L. (2014). Complex dynamical systems in social and personality psychology. In Reis H. T., Judd C. M. (Eds.), Handbook of research methods in social and personality psychology (pp. 253–282). New York, NY: Cambridge University Press.
Sheeber L., Hops H., Alpert A., Davis B., Andrews J. (1997). Family support and conflict: Prospective relations to adolescent depression. Journal of Abnormal Child Psychology, 25, 333–344.
Snyder J., Edwards P., McGraw K., Kilgore K. (1994). Escalation and reinforcement in mother-child conflict: Social processes associated with the development of physical aggression. Development and Psychopathology, 6, 305–321.
Snyder J., Schrepferman L., St Peter C. (1997). Origins of antisocial behavior. Negative reinforcement and affect dysregulation of behavior as socialization mechanisms in family interaction. Behavior Modification, 21, 187–215.
Stubbs J., Crosby L., Forgatch M. S., Capaldi D. M. (1998). Family and peer process code: A synthesis of three Oregon Social Learning Center behavior codes(Training manual.). Eugene, OR: Oregon Social Learning Center.
Sugihara G., May R., Ye H., Hsieh C. H., Deyle E., Fogarty M., Munch S. (2012). Detecting causality in complex ecosystems. Science, 338, 496–500.
Takens F. (1981). Detecting strange attractors in turbulence. In Rand D., Young L.-S. (Eds.), Dynamical systems and turbulence, Warwick 1980 (pp. 366–381). Berlin, Germany: Springer.
Udupa K., Thirthalli J., Sathyaprabha T. N., Kishore K. R., Raju T. R., Gangadhar B. N. (2011). Differential actions of antidepressant treatments on cardiac autonomic alterations in depression: A prospective comparison. Asian Journal of Psychiatry, 4, 100–106.
Webber C. L. Jr., Zbilut J. P. (2005). Recurrence quantification analysis of nonlinear dynamical systems. In Riley M. A., Van Orden G. C. (Eds.), Tutorials in contemporary nonlinear methods for the behavioral sciences (pp. 26–94). Arlington, VA: National Science Foundation.
Yap M. H., Whittle S., Yücel M., Sheeber L., Pantelis C., Simmons J. G., Allen N. B. (2008). Interaction of parenting experiences and brain structure in the prediction of depressive symptoms in adolescents. Archives of General Psychiatry, 65, 1377–1385.

Cite article

Cite article

Cite article

OR

Download to reference manager

If you have citation software installed, you can download article citation data to the citation manager of your choice

Share options

Share

Share this article

Share with email
Email Article Link
Share on social media

Share access to this article

Sharing links are not relevant where the article is open access and not available if you do not have a subscription.

For more information view the Sage Journals article sharing page.

Information, rights and permissions

Information

Published In

Article first published online: March 13, 2017
Issue published: March 2017

Keywords

  1. depression
  2. dynamical systems
  3. self-inflicted injury
  4. multispatial convergent cross-mapping

Rights and permissions

© The Author(s) 2017.
Request permissions for this article.
PubMed: 28924493

Authors

Affiliations

Sheila E. Crowell
Jonathan E. Butner
Travis J. Wiltshire
Ascher K. Munion
Mona Yaptangco
Theodore P. Beauchaine
The Ohio State University

Notes

Sheila E. Crowell, Department of Psychology, University of Utah, 380 South 1530 East, Rm. 502, Salt Lake City, UT 84112 E-mail: [email protected]
Author Contributions
The study was designed by S. E. Crowell and T. P. Beauchaine. Data were collected, processed, and entered by S. E. Crowell and M. Yaptangco. Statistical analyses were conducted by J. E. Butner, T. J. Wiltshire, and A. K. Munion. S. E. Crowell took the lead on writing this manuscript, and all authors contributed to additional writing, editing, and revising.

Metrics and citations

Metrics

Journals metrics

This article was published in Clinical Psychological Science.

View All Journal Metrics

Article usage*

Total views and downloads: 1321

*Article usage tracking started in December 2016


Altmetric

See the impact this article is making through the number of times it’s been read, and the Altmetric Score.
Learn more about the Altmetric Scores



Articles citing this one

Receive email alerts when this article is cited

Web of Science: 27 view articles Opens in new tab

Crossref: 31

  1. Transaction between impulsivity and family conflict among children: An empirical examination of the biosocial model of emotion regulation
    Go to citationCrossrefGoogle Scholar
  2. Navigating the complex dynamics of human-automation driving: A guide to the use of the dynamical systems analysis (DSA) toolbox
    Go to citationCrossrefGoogle Scholar
  3. Theories of Borderline Personality Disorder
    Go to citationCrossrefGoogle Scholar
  4. Self-injury and suicidal behaviors in high-risk adolescents: Distal predictors, proximal correlates, and interactive effects of impulsivity and emotion dysregulation
    Go to citationCrossrefGoogle Scholar
  5. Self‐ and co‐regulation of physiological activity during mother‐daughter interactions: The role of adolescent non‐suicidal self‐injury
    Go to citationCrossrefGoogle Scholar
  6. Developmental trajectories of anger and sadness dysregulation in childhood differentially predict later borderline symptoms
    Go to citationCrossrefGoogle Scholar
  7. Gabbard’s Textbook of Psychotherapeutic Treatments
    Go to citationCrossrefGoogle Scholar
  8. multiSyncPy: A Python package for assessing multivariate coordination dynamics
    Go to citationCrossrefGoogle Scholar
  9. Parent–adolescent interaction quality and adolescent affect—An experience sampling study on effect heterogeneity
    Go to citationCrossrefGoogle Scholar
  10. Parent‐Adolescent Emotion Dynamics at Multiple Time Scales
    Go to citationCrossrefGoogle Scholar
  11. View More

Figures and tables

Figures & Media

Tables

View Options

Access options

If you have access to journal content via a personal subscription, university, library, employer or society, select from the options below:

APS members can access this journal content using society membership credentials.

APS members can access this journal content using society membership credentials.


Alternatively, view purchase options below:

Purchase 24 hour online access to view and download content.

Access journal content via a DeepDyve subscription or find out more about this option.

View options

PDF/EPUB

View PDF/EPUB

Full Text

View Full Text