A nonlinear dynamical systems approach to real-time teacher behavior : Differences between teachers

A positive teacher-student relationship is important for students' motivation, students' academic achievement, and teacher well-being. How the teacher-student relationship develops in real-time has hardly been studied. In the present study we explored real-time interpersonal behavior (micro-level) for teachers with different relatively stable patterns of interpersonal teacher behavior (macro-level), i.e., interpersonal profiles. Interpersonal profiles are considered indicative of the teacher-student relationship. Interpersonal teacher behavior was conceptualized using Interpersonal Theory in terms of (a blend of) Agency and Communion. We used a Nonlinear Dynamic Systems (NDS) approach to explore differences in content (attractors) and structure of changing behavior (variability) in real-time interpersonal teacher behavior using State Space Grid (SSG) analyses. We found the expected differences between teachers and correspondence between the location of the attractors in the SSG and the blend of Agency and Communion characterizing the teachers' interpersonal profiles. Regarding structure, we found the expected higher variability in real-time behavior for teachers with interpersonal profiles characterized by lower levels of Agency and Communion. We concluded there is sufficient potential of NDS to differentiate between teachers in order to use a NDS approach in future research on the connection between teacher-student relationship and real-time teacher interpersonal behavior.

[1]  M. grosse Holtforth,et al.  Interpersonal microprocesses predict cognitive-emotional processing and the therapeutic alliance in psychotherapy for depression. , 2013, Journal of counseling psychology.

[2]  Tom Hollenstein,et al.  State Space Grids: Depicting Dynamics Across Development , 2012 .

[3]  M. Brekelmans,et al.  Mapping control and affiliation in teacher–student interaction with State Space Grids , 2012 .

[4]  T. Dishion.  Relationship dynamics in the development of psychopathology: introduction to the special issue. , 2012, Nonlinear dynamics, psychology, and life sciences.

[5]  Tonya Tripp,et al.  The Influence of Video Analysis on the Process of Teacher Change. , 2012 .

[6]  D. Zuroff,et al.  Origins and Applications of the Interpersonal Circumplex , 2012 .

[7]  M. Gurtman.  Circular Reasoning About Circular Assessment , 2012 .

[8]  Alan Fogel,et al.  Theoretical and Applied Dynamic Systems Research in Developmental Science , 2011 .

[9]  F. Oort,et al.  The Influence of Affective Teacher–Student Relationships on Students’ School Engagement and Achievement , 2011 .

[10]  H. Koomen,et al.  Teacher Wellbeing: The Importance of Teacher–Student Relationships , 2011 .

[11]  Jeffrey W. Bloom.  Investigating Relationships: Thoughts on the Pitfalls and Directions , 2011 .

[12]  C. Cunningham,et al.  Re)Imagining Teacher Preparation for Conjoint Democratic Inquiry in Complex Classroom Ecologies , 2011 .

[13]  R. Fukkink,et al.  Video Feedback in Education and Training: Putting Learning in the Picture , 2011 .

[14]  Leonard M. Horowitz,et al.  Handbook of interpersonal psychology : theory, research, assessment, and therapeutic interventions , 2010 .

[15]  P. Markey,et al.  A real-time assessment of interpersonal complementarity , 2010 .

[16]  L. Blas,et al.  CircE: An R implementation of Browne’s circular stochastic process model , 2010, Behavior research methods.

[17]  Erik Woody,et al.  Are we on the same wavelength? Interpersonal complementarity as shared cyclical patterns during interactions. , 2009, Journal of personality and social psychology.

[18]  Philipp Berens,et al.  CircStat: AMATLABToolbox for Circular Statistics , 2009, Journal of Statistical Software.

[19]  M. Gurtman.  Exploring Personality with the Interpersonal Circumplex , 2009 .

[20]  Ulrich Trautwein,et al.  Assessing the impact of learning environments: How to use student ratings of classroom or school characteristics in multilevel modeling , 2009 .

[21]  James M. LeBreton,et al.  Answers to 20 Questions About Interrater Reliability and Interrater Agreement , 2008 .

[22]  J. Kelso,et al.  Social coordination dynamics: Measuring human bonding , 2008, Social neuroscience.

[23]  David Pincus,et al.  Nonlinear Dynamics of Individual and Interpersonal Conflict in an Experimental Group , 2008 .

[24]  H. Koomen,et al.  Task-related interactions between kindergarten children and their teachers: the role of emotional security. , 2008 .

[25]  Tom Hollenstein,et al.  State space grids: Analyzing dynamics across development , 2007 .

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

[27]  Jeffrey H. D. Cornelius-White.  Learner-Centered Teacher-Student Relationships Are Effective: A Meta-Analysis , 2007 .

[28]  Tom Hollenstein,et al.  A state space analysis of emotion and flexibility in parent-child interactions. , 2006, Emotion.

[29]  Henny P. A. Boshuizen,et al.  Exploring teachers’ will to learn , 2006 .

[30]  Mieke Brekelmans,et al.  An Interpersonal Perspective on Classroom Management in Secondary Classrooms in the Netherlands. , 2006 .

[31]  Carol S. Weinstein,et al.  Classroom Management as a Field of Inquiry , 2006 .

[32]  S. Guastello,et al.  Nonlinear Dynamics and Interpersonal Correlates of Verbal Turn-Taking Patterns in a Group Therapy Session , 2005 .

[33]  Yao-Chia Chuang.  Effects of interaction pattern on family harmony and well-being: Test of interpersonal theory, Relational-Models theory, and Confucian ethics , 2005 .

[34]  Thomas J. Dishion,et al.  Adolescent Friendship as a Dynamic System: Entropy and Deviance in the Etiology and Course of Male Antisocial Behavior , 2004, Journal of abnormal child psychology.

[35]  Mieke Brekelmans,et al.  Interpersonal Teacher Behaviour and Student Outcomes , 2004 .

[36]  M. Eraut,et al.  Informal learning in the workplace , 2004 .

[37]  Tom Hollenstein,et al.  Dynamic systems methods for models of developmental psychopathology , 2003, Development and Psychopathology.

[38]  B. Hamre,et al.  Early teacher-child relationships and the trajectory of children's school outcomes through eighth grade. , 2001, Child development.

[39]  Rebecca M. Warner,et al.  Spectral Analysis of Time-Series Data , 1998 .

[40]  M. Browne,et al.  Conceptual and Methodological Issues in Testing the Circumplex Structure of Data in Personality and Social Psychology , 1997, Personality and social psychology review : an official journal of the Society for Personality and Social Psychology, Inc.

[41]  Michael W. Browne,et al.  Circumplex models for correlation matrices , 1992 .

[42]  M. Rutter,et al.  The domain of developmental psychopathology. , 1984, Child development.

[43]  D. Kiesler.  The 1982 Interpersonal Circle: A taxonomy for complementarity in human transactions. , 1983 .

[44]  Claude E. Shannon,et al.  The mathematical theory of communication , 1950 .

[45]  C. E. SHANNON,et al.  A mathematical theory of communication , 1948, MOCO.

[46]  Spss,et al.  Discovering Statistics (4th Edition ed. , 2013 .

[47]  Marie-Christine Opdenakker,et al.  Let’s Make Things Better , 2012 .

[48]  C. N. Brouwer.  Imaging teacher learning. A literature review on the use of digital video for preservice teacher education and professional development. , 2011 .

[49]  T. Dishion,et al.  Developmental psychopathology: Maladaptive and adaptive attractors in children’s close relationships , 2011 .

[50]  David L. Gast,et al.  Single subject research methodology in behavioral sciences , 2010 .

[51]  Stephen J. Guastello,et al.  Chaos and complexity in psychology: The theory of nonlinear dynamical systems. , 2008 .

[52]  S. Branje,et al.  Conflict management in mother–daughter interactions in early adolescence , 2008 .

[53]  T. Wubbels,et al.  Teacher-student relationships across the teaching career , 2005 .

[54]  Erik Woody,et al.  Is who you are who you're talking to? Interpersonal style and complementarity in mixed-sex interactions. , 2003, Journal of personality and social psychology.

[55]  den Pj Perry Brok.  Teaching and student outcomes : a study on teachers' thoughts and actions from an interpersonal and a learning activities perspective , 2001 .

[56]  K. McGraw,et al.  Forming inferences about some intraclass correlation coefficients. , 1996 .

[57]  J. S. Wiggins,et al.  Agency and communion as conceptual coordinates for the understanding and measurement of interpersonal behavior. , 1991 .

[58]  B. Thurston,et al.  The duality of human existence , 1966 .

[59]  T. Leary.  Interpersonal diagnosis of personality , 1957 .