Infant's emotional variability associated to interactive stressful situation: a novel analysis approach with Sample Entropy and Lempel-Ziv Complexity.

This study examined to which extent the lack of the mother's communicative input is associated to the variability of the infant's behavioral and emotional states at a microtemporal level. Two novel non-linear signal-processing metrics were used as regularity indexes during both normal and stressful mother-infant interactions (Face-to-Face Still-Face paradigm): (1) Sample Entropy estimates the presence of epochs of similar states in a data-series, according to a moment-to-moment analysis; (2) Lempel-Ziv Complexity evaluates the occurrence and recurrence of the patterns of analogous states along the data sequence. Fourteen mothers and their healthy full-term 7-month-old infants were videotaped and the infants' socio-emotional behaviors were micro-analytically coded off-line using a .20s time sampling method. During the maternal still-face episodes, when infants were confronted with the perturbation of their caregiver remaining unresponsive, both regularity indexes were lower than in normal interactions. Evidence is provided that non-linear techniques are suitable to detect variability in the infant's states.

[1]  Esther Thelen,et al.  Dynamic Systems Theories , 2007 .

[2]  P. V. Geert,et al.  Dynamic systems of development: Change between complexity and chaos , 1994 .

[3]  Marc D. Lewis Microdevelopment: Interacting time scales in personality (and cognitive) development: Intentions, emotions, and emergent forms , 2002 .

[4]  S. Cerutti,et al.  Complexity analysis of 24 hours heart rate variability time series , 2004, The 26th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

[5]  Sergio Cerutti,et al.  Comparison of entropy-based regularity estimators: application to the fetal heart rate signal for the identification of fetal distress , 2006, IEEE Transactions on Biomedical Engineering.

[6]  E. Tronick The neurobehavioral and social-emotional development of infants and children. , 2007 .

[7]  A. Fogel,et al.  Stability and transitions in mother-infant face-to-face communication during the first 6 months: a microhistorical approach. , 2003, Developmental psychology.

[8]  P. V. van Geert,et al.  Intraindividual variability in infant behavior. , 1999, Developmental psychology.

[9]  S. Saigal,et al.  Tactile/kinesthetic stimulation effects on preterm neonates. , 1987, Pediatrics.

[10]  A. Fogel,et al.  Infant Response to the Still-Face Situation at 3 and 6 Months. , 1993 .

[11]  Emotions and Communication as a Dynamic Developmental System , 2008 .

[12]  Isabela Granic,et al.  Emotion, development, and self-organization : dynamic systems approaches to emotional development , 2000 .

[13]  D. Muir,et al.  The effect of manipulating maternal behavior during an interaction on three- and six-month-olds' affect and attention. , 1988, Child development.

[14]  D. Cuesta-Frau,et al.  Characterization of Sample Entropy in the Context of Biomedical Signal Analysis , 2007, 2007 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

[15]  A. Wuerker Communication patterns and expressed emotion in families of persons with mental disorders. , 1996, Schizophrenia bulletin.

[16]  Pravitha Ramanand,et al.  Complexity quantification of dense array EEG using sample entropy analysis. , 2004, Journal of integrative neuroscience.

[17]  Alan V. Sahakian,et al.  Use of Sample Entropy Approach to Study Heart Rate Variability in Obstructive Sleep Apnea Syndrome , 2007, IEEE Transactions on Biomedical Engineering.

[18]  E. Thoman,et al.  Origins of the infant's social responsiveness , 1979 .

[19]  U. Rajendra Acharya,et al.  Entropies for detection of epilepsy in EEG , 2005, Comput. Methods Programs Biomed..

[20]  Marc D. Lewis,et al.  A new dynamic systems method for the analysis of early socioemotional development , 1999 .

[21]  W. Stiles,et al.  Narrative and psychotherapy: Introduction to the special section , 2011, Psychotherapy research : journal of the Society for Psychotherapy Research.

[22]  A. Monat Stress and Coping , 1991 .

[23]  B Wilson,et al.  What should be the focus of emotion regulation in children? A nonlinear dynamic mathematical model of children's peer interaction in groups , 1997, Development and Psychopathology.

[24]  Susan C. McDonough,et al.  Maternal representations of the infant: associations with infant response to the still face. , 2002, Child development.

[25]  L. Sander Thinking Differently Principles of Process in Living Systems and the Specificity of Being Known , 2002 .

[26]  George E. P. Box,et al.  Time Series Analysis: Forecasting and Control , 1977 .

[27]  Roger Bakeman,et al.  Observing Interaction: An Introduction to Sequential Analysis , 1986 .

[28]  T. Field,et al.  The effects of mother's physical and emotional unavailability on emotion regulation. , 1994, Monographs of the Society for Research in Child Development.

[29]  B. Lester,et al.  The rhythmic structure of mother-infant interaction in term and preterm infants. , 1985, Child development.

[30]  Erik W. Jensen,et al.  EEG complexity as a measure of depth of anesthesia for patients , 2001, IEEE Trans. Biomed. Eng..

[31]  T. Kuusela,et al.  Nonlinear methods of biosignal analysis in assessing terbutaline-induced heart rate and blood pressure changes. , 2002, American journal of physiology. Heart and circulatory physiology.

[32]  A. Carter,et al.  Mother-infant reengagement following the still-face: The role of maternal emotional availability an infant affect regulation☆ , 1996 .

[33]  E. Tronick,et al.  Infant affective reactions to the resumption of maternal interaction after the still-face. , 1996, Child development.

[34]  Jeffery F. Cohn,et al.  Infant-mother face-to-face interaction: age and gender differences in coordination and the occurrence of miscoordination , 1989 .

[35]  M. Hofer,et al.  Relationships as regulators: a psychobiologic perspective on bereavement. , 1984, Psychosomatic medicine.

[36]  Marc D. Lewis Emotional self-organization at three time scales. , 2000 .

[37]  M. P. Griffin,et al.  Sample entropy analysis of neonatal heart rate variability. , 2002, American journal of physiology. Regulatory, integrative and comparative physiology.

[38]  Tiffany M Field,et al.  Emotion and early interaction , 1982 .

[39]  R. Bakeman,et al.  Observing interaction: An introduction to sequential analysis, 2nd ed. , 1997 .

[40]  J. Cohn,et al.  Mother infant face to face interaction influence is bidirectional and unrelated to periodic cycles in either partner's behavior , 1988 .

[41]  N. Granott,et al.  Microdevelopment: Transition Processes in Development and Learning , 2009 .

[42]  S. Feldstein,et al.  Infant gaze, head, face and self-touch at 4 months differentiate secure vs. avoidant attachment at 1 year: A microanalytic approach , 2002, Attachment & human development.

[43]  Jacob Cohen A Coefficient of Agreement for Nominal Scales , 1960 .

[44]  J. Cohn,et al.  Gender differences in emotional expressivity and self-regulation during early infancy. , 1999, Developmental psychology.

[45]  D. Regan Evoked Potentials in Psychology, Sensory Physiology and Clinical Medicine , 1972 .

[46]  G. Magenes,et al.  Complexity analysis of the fetal heart rate for the identification of pathology in fetuses , 2005, Computers in Cardiology, 2005.

[47]  N Radhakrishnan,et al.  Estimating regularity in epileptic seizure time-series data. A complexity-measure approach. , 1998, IEEE engineering in medicine and biology magazine : the quarterly magazine of the Engineering in Medicine & Biology Society.

[48]  Paul van Geert,et al.  Focus on variability: New tools to study intra-individual variability in developmental data , 2002 .

[49]  A. Fogel,et al.  The temporal structure of face-to-face communication between mothers and infants. , 1980 .

[50]  Roberto Hornero,et al.  Analysis of EEG background activity in Alzheimer's disease patients with Lempel-Ziv complexity and central tendency measure. , 2006, Medical engineering & physics.

[51]  Richard L. Tweedie,et al.  Markov Chains and Stochastic Stability , 1993, Communications and Control Engineering Series.

[52]  Esther Thelen,et al.  Development of early expressive and communicative action: Reinterpreting the evidence from a dynamic systems perspective. , 1987 .

[53]  J. Richman,et al.  Physiological time-series analysis using approximate entropy and sample entropy. , 2000, American journal of physiology. Heart and circulatory physiology.

[54]  Banu Onaral,et al.  Biomedical Signals: Origin and Dynamic Characteristics; Frequency-Domain Analysis , 1999 .

[55]  D. Stern,et al.  Dyadically expanded states of consciousness and the process of therapeutic change , 1998 .

[56]  A. Fogel Cyclicity and Stability in Mother-Infant Face-to-Face Interaction: A Comment on Cohn and Tronick (1988) , 1988 .

[57]  J. Belsky,et al.  Conditions of continuity and discontinuity in infant negative emotionality: newborn to five months. , 1991, Child development.

[58]  John M. Gottman,et al.  Sequential Analysis: A Guide for Behavorial Researchers , 1990 .

[59]  Susan A. Holt,et al.  Social process theory of emotion: A dynamic systems approach , 1992 .

[60]  A. Schore Affect Regulation and the Origin of the Self: The Neurobiology of Emotional Development , 1994 .

[61]  Linda B. Smith,et al.  A Dynamic Systems Approach to the Development of Cognition and Action , 2007, Journal of Cognitive Neuroscience.

[62]  E. Thelen,et al.  Hidden skills: a dynamic systems analysis of treadmill stepping during the first year. , 1991, Monographs of the Society for Research in Child Development.

[63]  Roberto Hornero,et al.  Interpretation of the Lempel-Ziv Complexity Measure in the Context of Biomedical Signal Analysis , 2006, IEEE Transactions on Biomedical Engineering.

[64]  L. Adamson,et al.  The Still Face: A History of a Shared Experimental Paradigm , 2003 .

[65]  E. Tronick Why is connection with others so critical? The formation of dyadic states of consciousness and the expansion of individuals' states of consciousness: coherence governed selection and the co-creation of meaning out of messy meaning making. , 2005 .

[66]  Abraham Lempel,et al.  On the Complexity of Finite Sequences , 1976, IEEE Trans. Inf. Theory.

[67]  H. Kantz,et al.  Nonlinear time series analysis , 1997 .

[68]  E. Tronick Emotions and emotional communication in infants. , 1989, The American psychologist.

[69]  G Magenes,et al.  Comparison between Fetal Heart Rate Standard Parameters and Complexity Indexes for the Identification of Severe Intrauterine Growth Restriction , 2007, Methods of Information in Medicine.

[70]  Bo Fernhall,et al.  Heart rate recovery and heart rate complexity following resistance exercise training and detraining in young men. , 2007, American journal of physiology. Heart and circulatory physiology.

[71]  T. Brazelton,et al.  The infant's response to entrapment between contradictory messages in face-to-face interaction. , 1978, Journal of the American Academy of Child Psychiatry.

[72]  E. Tronick,et al.  The mutual regulation model: The infant's self and interactive regulation and coping and defensive capacities. , 1988 .

[73]  R. Feldman From biological rhythms to social rhythms: Physiological precursors of mother-infant synchrony. , 2006, Developmental psychology.

[74]  S. Robertson,et al.  Structure and irregularity in the spontaneous behavior of young infants. , 2001, Behavioral neuroscience.

[75]  E. Tronick,et al.  Beyond the face: an empirical study of infant affective configurations of facial, vocal, gestural, and regulatory behaviors. , 1994, Child development.

[76]  J. Ham,et al.  Relational psychophysiology: Lessons from mother–infant physiology research on dyadically expanded states of consciousness , 2009, Psychotherapy research : journal of the Society for Psychotherapy Research.

[77]  A. Carter,et al.  Emerging social regulatory capacities as seen in the still-face situation. , 1990, Child development.

[78]  Jinghua Xu,et al.  Information transmission in human cerebral cortex , 1997 .

[79]  E. Turiel,et al.  Judging social issues: difficulties, inconsistencies, and consistencies. , 1991, Monographs of the Society for Research in Child Development.

[80]  J. Cohn,et al.  Mother–infant face-to-face interaction: The sequence of dyadic states at 3, 6, and 9 months. , 1987 .

[81]  Joseph D. Bronzino,et al.  The Biomedical Engineering Handbook , 1995 .