This paper examines procedural and conditional metacognitive knowledge and student motivation across two ITSs (logic and probability). Students were categorized by metacognitive knowledge and motivation level. Interventions (nudges and worked examples) supported backward-chaining strategy. Results led to an MMI framework combining metacognitive instruction, motivation, and prompting to support effective knowledge transfer.
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Example, Nudge, or Practice? Assessing Metacognitive Knowledge Transfer of Factual and Procedural Learners
Investigates how examples, nudges, or practice support metacognitive knowledge transfer for factual and procedural learners. Compares learner types across intervention conditions to determine which instructional methods enhance metacognitive strategies and improve transfer.
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- Award ID(s):
- 2013502
- PAR ID:
- 10609431
- Publisher / Repository:
- Springer
- Date Published:
- Journal Name:
- User modeling and useradapted interaction
- ISSN:
- 0924-1868
- Format(s):
- Medium: X
- Sponsoring Org:
- National Science Foundation
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