Generative and visualizing tasks improve metacomprehension and monitoring accuracy but show small or null effects on learning outcomes¶

Claim · All claims
Evidence · 1 study (2 entries) · review r2 · q2
Currency · newest study 2020 · checked against its sources 2026-10-23 (automated, 2 of 2 entries) · not reviewed by a person

Subclaims¶

q2 i? A meta-analysis of generative tasks found a medium positive effect on metacomprehension accuracy and a small positive effect on learning. → Tina Seufert 2020 q2 i? Visualizing activities improved monitoring accuracy only when learners were instructed to focus on relational and structural information, and did not improve learning outcomes. → Tina Seufert 2020 (2)

Evidence¶

Tina Seufert 2020¶

Tina Seufert. (2020). Building Bridges Between Self-Regulation and Cognitive Load—an Invitation for a Broad and Differentiated Attempt. Educational Psychology Review, 32, 1151–1162. https://doi.org/10.1007/s10648-020-09574-6

q2 · i? · review · r2

The review reports, citing Prinz, Golke, and Witwer, a meta-analysis on generative tasks: "a medium positive effect on metacomprehension accuracy" while "the effect on learning itself was also positive but rather small." No effect sizes are printed in the review.

"The study of Prinz, Golke, and Witwer (this issue) presents a meta-analysis on the effects of such generative tasks, and they revealed a medium positive effect on metacomprehension accuracy. The effect on learning itself was also positive but rather small."

Tina Seufert 2020 (2)¶

Tina Seufert. (2020). Building Bridges Between Self-Regulation and Cognitive Load—an Invitation for a Broad and Differentiated Attempt. Educational Psychology Review, 32, 1151–1162. https://doi.org/10.1007/s10648-020-09574-6

q2 · i? · review · r2

The review reports, citing van de Pol et al., that visualization activities improved monitoring accuracy only under direct instruction to focus on "relational and structural information in the text to be visualized," with no learning-outcome improvement and unreliable restudy decisions.

"These generative activities also turned out to improve monitoring accuracy, if learners were directly instructed to focus on relational and structural information in the text to be visualized. However, they did not improve learning outcomes, and the cues could also not always be used to make the right decisions on which text to restudy."

Discussion¶

Related Claims¶

• Five of seven situation-model interventions significantly improved relative metacomprehension accuracy, concept mapping only marginally (p = .097), and self-explaining not significantly — a broader claim this one bears on
• Situation-model-approach interventions produce a medium positive average effect (g = 0.46) on relative metacomprehension accuracy — a broader claim this one bears on
• Pre-structured diagrams improved metacomprehension accuracy while self-assessment cues showed no differences — a narrower finding that bears on this claim
• Situation-model-approach interventions also directly improved comprehension, albeit with a small effect — a broader claim this one bears on
• Diagramming scaffold also improves absolute metacomprehension accuracy for causal relations, extending the effect beyond relative accuracy — a narrower finding that bears on this claim
• Adding diagram self-assessment to diagram completion does not increase diagnostic cue utilization or metacomprehension accuracy beyond diagramming alone — related
• Intervention types (cue-generation encoding-based, retrieval-based, cue-attention, cue-selection) do not substantially differ in effectiveness — related
• Rereading significantly improves metacomprehension monitoring accuracy relative to reading once (Experiment 1) — related
• Generative activities improve students' monitoring accuracy but not their actual learning after restudy — possibly the same claim (merge candidate)
• Situation-model-approach interventions show a medium-sized positive effect on metacomprehension accuracy and a small direct effect on comprehension — related
• Retrieval practice mainly improves metamemory whereas generative activities mainly improve metacomprehension — related