Subjects: Psychology >> Psychological Measurement submitted time 2021-12-04
Abstract: Computer-based problem-solving tests can record respondents’ response processes in real time as they explore tasks and solve problems and save them as process data. We first introduce the analysis process of process data and then present a detailed description of the new advances in feature extraction methods and capability evaluation modeling commonly used for process data analysis with respect to the problem-solving test. Future research should pay attention to improving the interpretability of analysis results, incorporating more information in feature extraction, enabling capability evaluation modeling in more complex problem scenarios, focusing on the practicality of the methods, and integrating and drawing on analytical methods from different fields.
Peer Review Status:Awaiting Review