Uncovering adults' problem‐solving patterns from process data with hidden Markov model and network analysis
Xiaoxiao Liu,
Okan Bulut,
Ying Cui
et al.
Abstract:BackgroundProcess data captured by computer‐based assessments provide valuable insight into respondents' cognitive processes during problem‐solving tasks. Although previous studies have utilized process data to analyse behavioural patterns or strategies in problem‐solving tasks, the connection between latent cognitive states and their theoretical interpretation in problem solving remains unclear.ObjectivesThis research aims to investigate the connections between similar hidden response states and unfold respon… Show more
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