Guidance during inquiry learning improves post-inquiry learning outcomes (d = 0.50)¶

Claim · All claims
Evidence · 1 study · quant-synthesis r3 · q4 · i2 medium
Currency · newest study 2016 · checked against its sources 2026-10-16 (automated, 1 of 1 entry) · not reviewed by a person

Subclaims¶

q4 i2 Across the synthesized studies, guidance had a facilitative overall effect on learning outcomes, d = 0.50, 95% CI [0.37, 0.62]. → Lazonder 2016

q2 i2 The review reports, citing D'Angelo et al. (2014), that supplementing a simulation with learner guidance had a modest effect on learning outcomes (d = 0.49) and inquiry skills (d = 0.41), independent of guidance type. → Lazonder 2016

Evidence¶

Lazonder 2016¶

Lazonder, A. W., & Harmsen, R. (2016). Meta-analysis of inquiry-based learning: Effects of guidance. Review of Educational Research, 86(3), 681-718. https://doi.org/10.3102/0034654315627366

q4 · i2 · quant-synthesis · r3

Random-effects meta-analysis of studies assessing learning outcomes, measured through "posttests, criterion tasks, interviews, or questionnaires" administered immediately or shortly after learning; effect sizes were based on gain scores where possible. The summary effect was d = 0.50.

"Results showed facilitative overall effects of guidance on learning activities (d = 0.66, 95% CI [0.44, 0.88]), performance success (d = 0.71, 95% CI [0.52, 0.90]), and learning outcomes (d = 0.50, 95% CI [0.37, 0.62])."

Studies bearing on this claim¶

How much guidance should learners get while they explore a simulation, and does the answer change with what they already know? This table gathers the studies behind this claim and the 5 narrower claims that bear on it: 13 distinct studies (4 quant-synthesis, 4 review, 2 causal, 2 qualitative, 1 theoretical), q1–q4, 3 of 13 with an effect size coded. One row per study, codes as each entry records them; no effect is averaged and no verdict is drawn. Built by scripts/synthesize_claim.py from eval/synthesis/; a row that looks wrong is fixed on the claim it comes from.

Discussion¶

Related Claims¶

• Inquiry Based Teaching Improves Science Achievement — the general claim this finding bears on, with the studies behind it

- Teacher Guided Inquiry Outperforms Student Led — the general claim this finding bears on, with the studies behind it¶

• Enhanced discovery learning produces greater learning than other forms of instruction — the general claim this finding bears on, with the studies behind it
• Minimal guidance is less effective for novices than explicit instruction — the general claim this finding bears on, with the studies behind it
• Effects of discovery-related approaches are differential, not uniform across students or learning goals — related
• Guidance during inquiry learning improves performance success during the inquiry (d = 0.71), with type of guidance moderating this effect — related
• Guidance during inquiry learning produces a medium-to-large improvement in learners' use of inquiry skills during the inquiry — related
• One review reports that more teacher guidance within inquiry is associated with larger advantages over traditional instruction, though the two meta-analyses it cites differ in magnitude — related
• The advantage of guidance begins to recede only when learners have sufficiently high prior knowledge to provide internal guidance — related
• Multiple-hypothesis strategies improve performance only when simulation complexity is low — related
• High-then-high guidance produced stronger understanding of CVS than low-then-low guidance in third graders, including on a 5-month post-test — a narrower finding that bears on this claim
• Minimally guided or unguided inquiry is less effective than explicit instruction, while adequately guided inquiry outperforms expository instruction (review attribution to Alfieri et al., 2011) — related
• A demonstration-plus-guided-inquiry-plus-computational-model sequence helped most students predict increasing gravitational-wave frequency, but only about half predicted increasing amplitude — a narrower finding that bears on this claim
• Explicit teaching of the control-of-variables strategy shows no advantage over not explicitly teaching it, per the Schwichow et al. meta-analysis cited in the review — related
• Guidance increases the effectiveness of inquiry-based learning, and all six guidance types were equally effective — related
• Instructional approaches that include inquiry learning are more effective than direct instruction for acquiring conceptual knowledge, per the review's synthesis of meta-analyses — related
• Meta-analysis of 164 studies found assisted inquiry more effective than explicit instruction — related