Expert teachers fixate more on struggling, underestimating, and uninterested students during individual seatwork, while novices show longer fixations on strong and overestimating students¶

Claim · All claims
Evidence · 1 study (3 entries) · associational r1 · q3 · i3 large
Currency · newest study 2021 · checked against its sources 2026-10-22 (automated, 3 of 3 entries) · not reviewed by a person

Subclaims¶

q3 i3 In the seatwork scene, experts showed significantly more fixations on the uninterested, underestimating, and struggling students than novices did. → Seidel 2021 q3 i3 In the seatwork scene, novices' average fixation duration was significantly longer for the overestimating and strong students. → Seidel 2021 (2) q3 i? In the whole-classroom instruction scene, no significant expertise differences were found in number or duration of fixations. → Seidel 2021 (3)

Evidence¶

Seidel 2021¶

Seidel, T., Schnitzler, K., Kosel, C., Stürmer, K., & Holzberger, D. (2021). Student Characteristics in the Eyes of Teachers: Differences Between Novice and Expert Teachers in Judgment Accuracy, Observed Behavioral Cues, and Gaze. Educational Psychology Review. https://doi.org/10.1007/s10648-020-09532-2

q3 · i3 · associational · r1

Eye-tracking analysis of the 41-participant study in the seatwork scene: fixations on uninterested students (p = .003, d = − 1.04), underestimating (p = .030, d = − 0.99), and struggling (p = .027, d = − 0.86) significantly favored experts.

"In the individual seatwork scene (Table6), experts showed a significantly higher number of fixations on the uninterested, underestimating, and struggling students."

Seidel 2021 (2)¶

Seidel, T., Schnitzler, K., Kosel, C., Stürmer, K., & Holzberger, D. (2021). Student Characteristics in the Eyes of Teachers: Differences Between Novice and Expert Teachers in Judgment Accuracy, Observed Behavioral Cues, and Gaze. Educational Psychology Review. https://doi.org/10.1007/s10648-020-09532-2

q3 · i3 · associational · r1

Same seatwork-scene analysis: novice average fixation duration was longer for overestimating (p = .048, d = 0.83) and strong students (p = .022, d = 0.95), printed in Table 6.

"Moreover, the average fixation duration of the novices was significantly longer for the overestimating and strong student."

Seidel 2021 (3)¶

Seidel, T., Schnitzler, K., Kosel, C., Stürmer, K., & Holzberger, D. (2021). Student Characteristics in the Eyes of Teachers: Differences Between Novice and Expert Teachers in Judgment Accuracy, Observed Behavioral Cues, and Gaze. Educational Psychology Review. https://doi.org/10.1007/s10648-020-09532-2

q3 · i? · associational · r1

Whole-class instruction scene of the same eye-tracking study showed no significant expertise differences on any fixation count or duration measure; the authors note experts showed only a tendency toward more and shorter fixations.

"As can be seen in Table 5, there were no significant differences in the number and duration of fixations between novices and experts in the whole-classroom instruction scene."

Discussion¶

Related Claims¶

• Experienced teachers diagnose underestimating, overestimating, and uninterested student profiles more accurately than novices, with partial eye-tracking support — related
• Expert teachers' classroom perception appears knowledge-driven while novices' appears image-driven, guided by salient visual features — related
• Expert teachers' fixations are significantly more focused (less dispersed) than novices' when viewing classroom scenes, irrespective of video type — related
• Expert and novice teachers do not differ significantly in overall judgment accuracy of five student characteristic profiles, though experts judge inconsistent profiles more accurately — related
• Both novice and expert teachers state valid behavioral cues when inferring student profiles, but novices rely more on salient cues such as hand raising and quality of answers — related
• Expert teachers show expertise-related eye movement patterns in some classroom tasks but not others, indicating task and context specificity — possibly the same claim (merge candidate)