University students visually prioritize the highest performance level (PL4) when first reading a rubric¶

Claim · All claims
Evidence · 1 study (2 entries) · causal r2 · q2–q3
Currency · newest study 2025 · not yet checked against its sources · not reviewed by a person

Subclaims¶

q3 i? Students visited PL4 significantly more often than PL1, PL2, and PL3, and spent more fixation time on PL4 than on PL2 and PL3. → Panadero 2025 q2 i? After excluding three high-frequency contributors, PL4 was referenced significantly more than other levels in think-aloud protocols. → Panadero 2025 (2)

Evidence¶

Panadero 2025¶

Panadero, E., Delgado, P., Zamorano, D., Pinedo, L., Fernández-Ortube, A., & Barrenetxea-Mínguez, L. (2025). Putting excellence first: How rubric performance level order and feedback type influence students' reading patterns and task performance. Learning and Instruction. https://doi.org/10.1016/j.learninstruc.2025.102168

q3 · i? · causal · r2

Eye-tracking LMM analysis of phases 1 and 2 in an RCT with 80 undergraduates randomly assigned to rubric order and feedback conditions. The study found "Participants visited PL4 significantly more often than PL1, PL2, and PL3"; fixation time on PL4 and PL1 did not differ significantly.

"Participants visited PL4 significantly more often than PL1, PL2, and PL3 (t values > 6.08, p values < 0.001). Regarding fixation time, students spent significantly more time on PL4 compared to PL2 and PL3"

Panadero 2025 (2)¶

Panadero, E., Delgado, P., Zamorano, D., Pinedo, L., Fernández-Ortube, A., & Barrenetxea-Mínguez, L. (2025). Putting excellence first: How rubric performance level order and feedback type influence students' reading patterns and task performance. Learning and Instruction. https://doi.org/10.1016/j.learninstruc.2025.102168

q2 · i? · causal · r2

Think-aloud protocol frequency analysis during Phase 1; the initial distribution across levels showed no significant differences (χ2(3) = 1.58, p = .66), but "the adjusted dataset (n = 26) showed that PL4 was referenced significantly more than the other levels" after excluding three high-frequency contributors.

"the adjusted dataset (n = 26) showed that PL4 was referenced significantly more than the other levels (χ2(3) = 11.85, p < .01)"

Discussion¶

Related Claims¶

• Rubric-based feedback specifically increases PL4-to-task gaze transitions, which predict subsequent task performance — related
• Rubric performance level order shapes visual reading patterns—students attend most to the level presented first—but does not affect verbal references or performance — related
• Visual attention to the highest performance level (PL4) predicts task performance, whereas verbal references to performance levels do not — related