Developmental Changes in Active Learning of Transitive Relations.

Combining memories of related experiences is fundamental to the formation of generalizable knowledge. Past work has shown that the ability to integrate and reason about related events improves across childhood. However, little work has examined developmental changes in the ability to actively constr...

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Publicado en:Developmental Psychology Vol. 62; no. 9; pp. 1673 - 1689
Autores principales: Markant, Douglas B., Battisti, Antonella, Ruggeri, Azzurra
Formato: Artículo
Publicado: American Psychological Association Sep2026
Materias:
Acceso en línea:Ver este registro en EBSCOhost
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      dt: Sep2026
      vid: 62
      iid: 9
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      pub: American Psychological Association
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        195791692
        10.1037/dev0002187
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        atl: Developmental Changes in Active Learning of Transitive Relations.
      aug:
        au:
          Markant, Douglas B.
          Battisti, Antonella
          Ruggeri, Azzurra
        affil:
          Department of Psychological Science, University of North Carolina at Charlotte
          Istituto Nanoscienze Consiglio Nazionale delle Ricerche, Scuola Normale Superiore
          School of Social Sciences and Technology, Technical University Munich
          Department of Cognitive Science, Central European University
          MPRG iSearch, Max Planck Institute for Human Development, Berlin, Germany
      su:
        Italy
        Task performance
        Learning
        Decision making
        Child development
        Memory
        Cognition
        Children
        Research funding
        Experimental design
        Data analysis software
      sug:
        subj:
          Task performance
          Learning
          Decision making
          Child development
          Memory
          Cognition
          Children
          Italy
          Research funding
          Experimental design
          Data analysis software
      keyword:
        active learning
        memory integration
        relational learning
        transitive inference
        active learning
        memory integration
        relational learning
        transitive inference
      ab: Combining memories of related experiences is fundamental to the formation of generalizable knowledge. Past work has shown that the ability to integrate and reason about related events improves across childhood. However, little work has examined developmental changes in the ability to actively construct new relational knowledge by making decisions about how to study related materials. We used a transitive inference (TI) task to examine the active construction of relational knowledge in 7- to 17-year-old children (N = 107). We find that age-related improvements in relational inference are accompanied by an increasing preference for "chained" study, such that overlapping relations are studied in consecutive trials. Using computational models of transitive inference, we show that these developmental changes are consistent with a growing tendency to link individual relations together into a single mental structure while learning. This process is facilitated when children study premises in chained sequences. These findings suggest that exploratory study behaviors that promote relational reasoning emerge late in childhood, developing alongside the capacity to maintain and manipulate more complex mental representations. Public Significance Statement: Effective learning is not just about memorizing facts, but often requires linking ideas into generalizable knowledge. By examining how children choose to study related ideas in a transitive inference task, this study shows that older children increasingly adopt strategies that help them integrate separate experiences into a coherent mental representation. These findings highlight developmental changes in active learning that support flexible reasoning and knowledge building, skills that are crucial for learning and behavior in real-world contexts.
      pubtype: Academic Journal
      doctype: Article
      src: R
    language: English
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