The Bayesian student modeling system diagnosed learning styles at 41% on the visual/verbal dimension and 54% on the active/reflective dimension¶

Claim · All claims
Evidence · 1 study · causal r1 · q2
Currency · newest study 2014 · not yet checked against its sources · not reviewed by a person · overdue for a recheck since 2017: tool and model accuracy changes quickly

Subclaims¶

q2 i? Diagnosis performance, evaluated with Garcia et al.'s criteria against Turkish-adapted ILS questionnaire results, was 41% in the visual/verbal dimension and 54% in the active/reflective dimension. → Aslan et al. 2014

Evidence¶

Aslan et al. 2014¶

Burak Galip Aslan, Özlem Öztürk, Mustafa Murat İnceoğlu. (2014). Effect of Bayesian Student Modeling on Academic Achievement in Foreign Language Teaching (University Level English Preparatory School Example). Educational Sciences: Theory & Practice, 14(3). https://doi.org/10.12738/estp.2014.3.1587

q2 · i? · causal · r1

Learning-style diagnosis performance analysis in the Results section, using criteria from Garcia et al. (2007) and comparison with similar studies. The article prints the two percentages; no further effect size is given.

"The diagnosis performance was calculated as 41% in the visual/verbal dimension and 54% in the active/reflective dimension."

Discussion¶

Related Claims¶

• The system correctly diagnosed 50% of verbal learners and 75% of active learners, which the authors call promising compared to prior studies — related