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the claim
Providing sample solutions increases student academic productivity and learning outcomes
the verdict
SUPPORTED
the evidence backs this
refutedsupported
the weight of evidence
6 sources for · 0 against

Providing sample solutions or worked examples consistently reduces students' cognitive load and improves their academic productivity, learning outcomes, and problem-solving performance.

Evidence for · 6
2024 · cited by 14
Paper [0] demonstrates that worked examples (step-by-step solutions) enhance learning outcomes and reduce perceived task difficulty compared to conventional problem-solving.
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The analysis

Multiple recent empirical studies grounded in Cognitive Load Theory robustly show that providing worked examples or sample solutions improves student learning outcomes, retention, and academic efficiency, particularly for novice learners. Therefore, the claim is well-supported by the literature.

More for · 5
2025 · cited by 6
Paper [1] shows that for low prior knowledge students, worked example groups outperform independent problem-solving groups.
2025 · cited by 5
Paper [2] finds that combining worked examples with explanations reduces cognitive load and improves retention and transfer performance.
2026 · cited by 1
Paper [5] indicates that faded worked examples improve math performance and demonstrate large effect sizes from pre- to post-test.
2026 · cited by 0
Paper [8] establishes that preceding self-directed learning with worked examples improves learning effectiveness and efficiency in anatomy education.
2026 · cited by 0
Paper [9] demonstrates that worked examples improve scientific achievement, argumentation skills, and learning motivation while reducing extraneous cognitive load.
The paper trail · every fact has a biography
first checked04 Aug 2026
judged → SUPPORTED · 8204 Aug 2026
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