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Table 4 Relationship between students’ behavior and their overall flow experience

From: Predicting students’ flow experience through behavior data in gamified educational systems

  α p values CI
2.5% 97.5%
Frequency \(\rightarrow\) flow experience − 0.289 0.467 − 0.714 0.797
Speed \(\rightarrow\) flow experience − 0.634** 0.038 − 1.253 − 0.177
Speed \(\rightarrow\) frequency 0.446*** 0.006 0.336 0.924
  1. \(\beta\) regression coefficient, CI confidence interval, Frequency frequency of students’ action, Speed speed of students’ action
  2. **\(p<0.05\), ***\(p<0.01\)