A training-design argument, not tested by any study recorded here, holds that practising whole complex tasks improves transfer of complex skills¶

Claim · All claims
Evidence · 1 study · theoretical r? · q2 · n=N/A
Currency · newest study 2006 · checked against its sources 2026-10-07 (automated, 1 of 1 entry) · not reviewed by a person

The one source recorded here, van Merriënboer, Kester & Paas (2006), is a training-design article, not a study: drawing on prior research, it argues that methods inducing germane load (high variability, limited guidance) during whole-task practice favour transfer, and that intrinsic load should be lowered early for novices. No experiment comparing whole-task with part-task practice is recorded on this page, so the effect is proposed, not shown.

Subclaims¶

q2 i? A design argument, not an experiment, holds that whole-task practice leads to better transfer for complex cognitive skills. → van Merriënboer et al. 2006

Evidence¶

Primary evidence link: https://doi.org/10.1002/acp.1250

van Merriënboer et al. 2006¶

van Merriënboer, J. J. G., Kester, L., & Paas, F. (2006). Teaching complex rather than simple tasks: Balancing intrinsic and germane load to enhance transfer of learning. Applied Cognitive Psychology, 20(3), 343–352. https://doi.org/10.1002/acp.1250

q2 · narrative review proposing a training-design approach (abstract only) · i? · no effect size; not an experiment · n=N/A · theoretical · r?

This article presents a training-design approach rather than a new study. Drawing on prior research, it argues that the load-reducing methods that work for practising complex tasks to high retention (low variability, complete guidance and feedback) are the ones that hinder transfer. Its proposal is to pair learning tasks with methods that induce germane load, such as high variability and limited guidance, and, for novices, to lower intrinsic load early in training by reducing the element interactivity of the tasks.

Studies bearing on this claim¶

Does organising training around whole tasks (4C/ID) produce better learning and transfer than lectures or part- and topic-centred instruction? This table gathers the studies behind this claim and the 7 narrower claims that bear on it: 7 distinct studies (3 theoretical, 2 causal, 1 review, 1 qualitative), q1–q3, 0 of 7 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¶

The source proposes lowering intrinsic load early in training for novices, for example by reducing the element interactivity of the tasks; whether that makes whole-task practice work better is not tested by any study recorded here. An experiment comparing whole-task with part-task practice on a transfer measure is what this page still lacks.

Related Claims¶

• Chicago classrooms with high-quality authentic intellectual assignments showed greater one-year ITBS gains than classrooms with low-quality assignments — the general claim this finding bears on, with the studies behind it

• In one experiment with 256 undergraduates, computer-based lesson versions that included practice produced significantly higher posttest scores than versions without practice — the general claim this finding bears on, with the studies behind it

• Part-task practice reduces cognitive load for absolute novices during initial skill acquisition.
• Pretraining learners on a system's key parts and terms before the main lesson improved knowledge and real-world transfer in one VR experiment, and is reported second-hand to improve learning in multimedia studies — related
• Skill develops through engaging in the target activity itself, not through mechanistic drill of isolated components — related
• Four interrelated components are essential in blueprints for complex learning — related
• In one trial, task-centered Entrepreneur course students analyzed a new business as well as completed business majors — a narrower finding that bears on this claim
• Real-life complex tasks carry high intrinsic cognitive load, requiring new load-management methods — related
• Lecture-based and 4C/ID-based training produced comparable knowledge retention among emergency care professionals — related
• The 4C/ID group scored higher on consent-taking OSCEs than the lecture group, but the difference was not statistically significant — related