Children’s strategy use when playing strategic games

Strategic games require reasoning about other people’s and one’s own beliefs or intentions. Although they have clear commonalities with psychological tests of theory of mind, they are not clearly related to theory of mind tests for children between 9 and 10 years of age “Flobbe et al. J Logic Language Inform 17(4):417–442 (2008)”. We studied children’s (5–12 years of age) individual differences in how they played a strategic game by analyzing the strategies that they applied in a zero, first, and second-order reasoning task. For the zero-order task, we found two subgroups with different accuracy levels. For the first-order task, subgroups of children applied different suboptimal strategies or an optimal strategy. For the second-order task only suboptimal strategies were present. Strategy use for all tasks was related to age. The 5- and 6-year old children were additionally tested on theory of mind understanding and executive functioning. Strategy-use in these children was related to working memory, but not to theory of mind after correction for age, verbal ability and general IQ.

[1]  Laura J. Claxton,et al.  Individual differences in executive functioning and theory of mind: An investigation of inhibitory control and planning ability. , 2004, Journal of experimental child psychology.

[2]  H. Wimmer,et al.  Ignorance versus false belief: a developmental lag in attribution of epistemic states , 1986 .

[3]  Stephanie M. Carlson,et al.  How specific is the relation between executive function and theory of mind? Contributions of inhibitory control and working memory , 2002 .

[4]  K. A. Ericsson,et al.  The Influence of Experience and Deliberate Practice on the Development of Superior Expert Performance , 2006 .

[5]  Scott A Miller Children's understanding of second-order mental states. , 2009, Psychological bulletin.

[6]  J. Flavell,et al.  Development of knowledge about the appearance-reality distinction. , 1986, Monographs of the Society for Research in Child Development.

[7]  H. Wimmer,et al.  Three-year-olds' difficulty with false belief: The case for a conceptual deficit , 1987 .

[8]  A. V. van Duijvenvoorde,et al.  Evaluating the Negative or Valuing the Positive? Neural Mechanisms Supporting Feedback-Based Learning across Development , 2008, The Journal of Neuroscience.

[9]  Joel A. C. Baum,et al.  What Do You Think I Think You Think about It , 2014 .

[10]  Brenda R. J. Jansen,et al.  Statistical Test of the Rule Assessment Methodology by Latent Class Analysis , 1997 .

[11]  R. Siegler,et al.  How Does Change Occur: A Microgenetic Study of Number Conservation , 1995, Cognitive Psychology.

[12]  H. Wellman,et al.  Meta-analysis of theory-of-mind development: the truth about false belief. , 2001, Child development.

[13]  S. Klinkenberg,et al.  Computer adaptive practice of Maths ability using a new item response model for on the fly ability and difficulty estimation , 2011, Comput. Educ..

[14]  Rineke Verbrugge,et al.  I Do Know What You Think I Think: Second-Order Theory Of Mind In Strategic Games Is Not That Difficult , 2011, CogSci.

[15]  K. Sullivan,et al.  A second look at second-order belief attribution in autism , 1994, Journal of autism and developmental disorders.

[16]  M. J. Emerson,et al.  The Unity and Diversity of Executive Functions and Their Contributions to Complex “Frontal Lobe” Tasks: A Latent Variable Analysis , 2000, Cognitive Psychology.

[17]  Han L. J. van der Maas,et al.  Logical and psychological analysis of deductive mastermind , 2012, ESSLLI Logic & Cognition Workshop.

[18]  Rineke Verbrugge,et al.  Children’s Application of Theory of Mind in Reasoning and Language , 2008, J. Log. Lang. Inf..

[19]  Paul J. Feltovich,et al.  The Cambridge handbook of expertise and expert performance , 2006 .

[20]  H. Wimmer,et al.  Beliefs about beliefs: Representation and constraining function of wrong beliefs in young children's understanding of deception , 1983, Cognition.

[21]  A. Vermeer,et al.  Verantwoording Taaltoets Alle Kinderen (TAK) , 2006 .

[22]  Brenda R. J. Jansen,et al.  Children's knowledge of the earth: a new methodological and statistical approach. , 2008, Journal of experimental child psychology.

[23]  A. Gopnik,et al.  Children's understanding of representational change and its relation to the understanding of false belief and the appearance-reality distinction. , 1988, Child development.

[24]  Emily Rodgers,et al.  Interactions That Scaffold Reading Performance , 2004 .

[25]  M. Speekenbrink,et al.  depmixS4: An R Package for Hidden Markov Models , 2010 .

[26]  V. Neuhaus,et al.  Latent Class Analysis , 2010 .

[27]  G. Schwarz Estimating the Dimension of a Model , 1978 .

[28]  T. Hedden,et al.  What do you think I think you think?: Strategic reasoning in matrix games , 2002, Cognition.

[29]  R. Horselenberg,et al.  The TOM Test: A New Instrument For Assessing Theory of Mind in Normal Children and Children with Pervasive Developmental Disorders , 1999, Journal of autism and developmental disorders.