Creative self-beliefs and critical thinking disposition: A network analysis approach

This study examined the relationship between creative self-beliefs and critical thinking disposition using a network analysis approach. The sample comprised 672 final-year undergraduates who completed the Short Scale of Creative Self (SSCS) and the Critical Thinking Disposition Scale (CTDS). A regularized partial correlation network estimated via EBICglasso revealed that the two domains were largely organized into distinct but weakly connected communities. Although cross-construct associations were generally small, bridge centrality analyses identified specific items—particularly those reflecting openness to new ideas and perceived capacity to cope with complex situations—as key connectors between the two systems. Classical centrality indices further indicated that creative personal identity constituted the structural core of the creative self-beliefs network, whereas reflective self-monitoring emerged as central within critical thinking disposition. Community detection analysis further supported a two-community structure consistent with partial segregation between constructs. Overall, the findings suggest that creative self-beliefs and critical thinking disposition function as relatively differentiated yet selectively integrated systems. These results highlight the importance of targeting specific bridge processes when designing educational interventions aimed at fostering both creative and critical thinking in higher education.