GCL-raising activations did not improve learning outcomes: neither prompted imagination nor disfluency produced a significant task-performance advantage¶

Claim · All claims
Evidence · 1 study (2 entries) · causal r1–r2 · q2
Currency · newest study 2020 · checked against its sources 2026-10-22 (automated, 2 of 2 entries) · not reviewed by a person

Subclaims¶

q2 i? In the clutch study, both groups reached similar performance levels despite the GCL difference. → Melina Klepsch 2020 q2 i? In the time-zones study, task performance did not differ between fluent and disfluent conditions. → Melina Klepsch 2020 (2)

Evidence¶

Melina Klepsch 2020¶

Melina Klepsch, Tina Seufert. (2020). Understanding instructional design effects by differentiated measurement of intrinsic, extraneous, and germane cognitive load. Instructional Science (2020) 48:45–77. https://doi.org/10.1007/s11251-020-09502-9

q2 · i? · causal · r1

Post-test performance in the clutch study (N = 31), measured with 14 questions worth at most 39 points, analyzed with prior knowledge and FAM subscales as covariates. No significant main effect of the imagination instruction was found.

"For task performance, we found no main effect (F < 1, n.s.): Both groups reached similar performance levels."

Melina Klepsch 2020 (2)¶

Melina Klepsch, Tina Seufert. (2020). Understanding instructional design effects by differentiated measurement of intrinsic, extraneous, and germane cognitive load. Instructional Science (2020) 48:45–77. https://doi.org/10.1007/s11251-020-09502-9

q2 · i? · causal · r2

Post-test performance in the time-zones study (N = 36), a 17-question test worth at most 34 points, with prior knowledge as covariate. No significant difference between fluent and disfluent conditions; equivalence was not tested.

"For task performance, we found no main effect (F (1,33) = 1.65, p = 0.21, η2 = 0.05): Both groups reached similar performance levels."

Discussion¶

Related Claims¶

• Medium moderated disfluency effects on reasoning: disfluent text fostered calibration and performance on screen but not on paper — related
• Germane load measurement is problematic: GCL-outcome correlations and item understanding show weaknesses across instruments — related
• Variations in cognitive activation are reflected in the germane cognitive load scale: prompted imagination and disfluent text raise GCL — related
• No significant performance difference was found between the causal-only and simulation-only conditions, nor between the mismatched and partly matched conditions — related
• Neither disfluency nor distinctiveness affected memory across three experiments with alien-list stimuli — related
• Imagining worked examples benefits learners with adequate prior knowledge but harms performance for low-knowledge learners — related