Developmental changes in the structure of shyness and internalizing symptoms from early to middle childhood: A network analysis

Abstract Shyness is a temperamental trait that shares considerable conceptual overlap with aspects of internalizing problems, creating difficulties in operationalizing and assessing these two constructs and their association. This study addresses these issues by employing network analyses. Participants were, white, N = 555 children (M age = 52.45 months, SD = 15.96, 55% girls) followed longitudinally over 4 years (2016–2010) in Norway. Teachers rated child shyness and assessed children's internalizing symptoms. Results suggest that two behavioral shyness traits were the most central aspects of shyness. The centrality of these aspects was robust across age. The most influential symptom connecting internalizing symptoms with shyness was “unhappy.” Shyness became more differentiated with development, and associations between anxiety-related symptoms and shyness increased as children entered formal schooling.