Teachers' weekly OUA dashboard usage is associated with higher odds of students passing their course¶

Claim · All claims
Evidence · 1 study · associational r2 · q3
Currency · newest study 2019 · not yet checked against its sources · not reviewed by a person

Subclaims¶

q3 i? In a binary logistic regression on pass rates, OUA weekly usage made a significant contribution (p = .001), with an odds ratio of 7.461 per unit increase in usage. → Herodotou 2019

Evidence¶

Herodotou 2019¶

Herodotou, C., Rienties, B., Boroowa, A., Zdrahal, Z., & Hlosta, M. (2019). A large-scale implementation of predictive learning analytics in higher education: the teachers' role and perspective. Education Tech Research Dev, 67, 1273–1306. https://doi.org/10.1007/s11423-019-09685-0

q3 · i? · associational · r2

Binary logistic regression on pass rates for 1325 students found OUA weekly usage significant (p = .001) alongside best previous course score. The article reports students are "7.5 times more likely to pass the course" per unit usage increase; Nagelkerke's R2 was .177.

"Odds ratio value indicated that when OUA usage is raised by one unit, the odds ratio is 7.5 times as large and therefore students are 7.5 times more likely to pass the course"

Discussion¶

Related Claims¶

• Teachers accessed the OUA dashboard infrequently and irregularly, mostly around assignment submission weeks — related
• Teachers' weekly OUA dashboard usage is associated with higher odds of students completing their course — related