学习科学地图
把一条学习原理,连到你能改的那一处设计。
这是一份索引:下面这张图里有 180 个学习科学概念。点开一个,它会告诉你学生通常卡在哪里、你的课或产品里可以改哪一处、改完检查什么,并连到对应的课程、能直接打开的工具和可改的材料。
留下了你的足迹
0 个留下解释 · 0 个用于实践仅保存在此浏览器最快的入口:挑一句你遇到过的话
也可以直接看下面这张图:先选主题,再点开任意一个概念。
四周按关系类型分组,箭头保留原始方向。「需要条件」描述适用或实施条件,不自动代表课程先修顺序。
中文导读 · 对应原始研究条目
让学习者从记忆中提取目标知识,而不只是再看一遍。
把它带进你的设计
答案出现之前,学生是否有真正回想与作答的机会?
这是帮助思考的设计问题。是否适用,需要对照具体学习者、任务与下方研究中的条件。
展开英文研究原文、适用条件与来源 · 3 个来源
Retrieval practice / active recall
Prompt learners to recall target knowledge from memory instead of only re-exposing them to it.
Recommendation
Prefer low-stakes, feedback-supported retrieval with delayed measurement.
candidate-default-with-fit-checkMechanism
Effortful retrieval strengthens future accessibility and reveals gaps; corrective feedback repairs unsuccessful or erroneous recall.
Applicable contexts and prerequisites
- Learner Stages
- primary
- secondary
- adult
- Task Types
- fact retention
- concept recall
- application preparation
- Contexts
- low-stakes quiz
- flashcards
- free recall
- classroom questioning
- Lifespan Stages
- primary
- middle
- secondary
- postsecondary
- adult-workplace
- Enough initial encoding to attempt retrieval
- Corrective feedback for errors or omissions
Constraints and risks
- Keep stakes low
- Vary prompts when transfer matters
- Separate retrieval success from final learning
- Using high-stakes testing as pedagogy
- Reinforcing errors without feedback
- Overfitting to item wording
Observable evidence
- Indicator
- Durable accessible knowledge
- Measure
- Delayed free/cued recall plus application or inference items
- Timing
- After a meaningful delay
- Caveat
- Immediate quiz accuracy overstates durable learning
Evidence
strong
Large classroom meta-analysis and evidence syntheses support a moderate average benefit with meaningful moderators.
- Confidence
- high
- Directness
- direct-intervention
- Generalizability
- Broad across ages and content, but outcome match, feedback, repetitions, and delay matter.
- 来源核查记录描述链接或元数据检查,不是研究质量或教学效果认证。
- Testing (quizzing) boosts classroom learning: A systematic and meta-analytic review. ↗Yang, Chunliang; Luo, Liang; Vadillo, Miguel A.; Yu, Rongjun; Shanks, David R. · 2021来源核查:verified · 2026-08-30
- Organizing Instruction and Study to Improve Student Learning (IES Practice Guide) ↗Pashler, H.; Bain, P.; Bottge, B.; Graesser, A.; Koedinger, K.; McDaniel, M.; Metcalfe, J. / Institute of Education Sciences · 2007来源核查:verified · 2026-08-30
- How People Learn II ↗Committee on How People Learn II: The Science and Practice of Learning; Board on Behavioral, Cognitive, and Sensory Sciences; Board on Science Education; Division of Behavioral and Social Sciences and Education; National Academies of Sciences, Engineering, and Medicine · 2018来源核查:verified · 2026-08-30
概念之间,如何相连 9
箭头保留原始方向。「需要条件」描述适用或实施条件,不自动代表课程先修顺序。
支持可行动的反馈 → 提取练习
关系说明 · 英文研究原文
Corrective feedback repairs failed or erroneous retrieval.
Relation: supports · Evidence: strong
- 来源核查记录描述链接或元数据检查,不是研究质量或教学效果认证。
- Testing (quizzing) boosts classroom learning: A systematic and meta-analytic review. ↗Yang, Chunliang; Luo, Liang; Vadillo, Miguel A.; Yu, Rongjun; Shanks, David R. · 2021来源核查:verified · 2026-08-30
- The effects of feedback interventions on performance: A historical review, a meta-analysis, and a preliminary feedback intervention theory. ↗Kluger, Avraham N.; DeNisi, Angelo · 1996来源核查:verified · 2026-08-30
形成对照概念图 → 提取练习
关系说明 · 英文研究原文
Direct comparison favoured retrieval practice over concept mapping for retention.
Relation: contrasts-with · Evidence: context-dependent
- 来源核查记录描述链接或元数据检查,不是研究质量或教学效果认证。
- Retrieval Practice Produces More Learning than Elaborative Studying with Concept Mapping ↗Karpicke, Jeffrey D.; Blunt, Janell R. · 2011来源核查:verified · 2026-08-30
- Learning With Concept and Knowledge Maps: A Meta-Analysis ↗Nesbit, John C.; Adesope, Olusola O. · 2006来源核查:verified · 2026-08-30
支持合意困难 → 提取练习
关系说明 · 英文研究原文
Retrieval is the canonical desirable difficulty: harder in session, better at delay.
Relation: supports · Evidence: strong
- 来源核查记录描述链接或元数据检查,不是研究质量或教学效果认证。
- Self-Regulated Learning: Beliefs, Techniques, and Illusions ↗Bjork, Robert A.; Dunlosky, John; Kornell, Nate · 2013来源核查:verified · 2026-08-30
- Testing (quizzing) boosts classroom learning: A systematic and meta-analytic review. ↗Yang, Chunliang; Luo, Liang; Vadillo, Miguel A.; Yu, Rongjun; Shanks, David R. · 2021来源核查:verified · 2026-08-30
- The effect of testing versus restudy on retention: A meta-analytic review of the testing effect. ↗Rowland, Christopher A. · 2014来源核查:verified · 2026-08-30
- Rethinking the Use of Tests: A Meta-Analysis of Practice Testing ↗Adesope, Olusola O.; Trevisan, Dominic A.; Sundararajan, Narayankripa · 2017来源核查:verified · 2026-08-30
- Retrieval Practice Consistently Benefits Student Learning: a Systematic Review of Applied Research in Schools and Classrooms ↗Agarwal, Pooja K.; Nunes, Ludmila D.; Blunt, Janell R. · 2021来源核查:verified · 2026-08-30
支持生成效应 → 提取练习
关系说明 · 英文研究原文
Retrieval practice is a generation manipulation applied to studied material.
Relation: supports · Evidence: strong
- 来源核查记录描述链接或元数据检查,不是研究质量或教学效果认证。
- The generation effect: Delineation of a phenomenon. ↗Slamecka, Norman J.; Graf, Peter · 1978来源核查:verified · 2026-08-30
- Testing (quizzing) boosts classroom learning: A systematic and meta-analytic review. ↗Yang, Chunliang; Luo, Liang; Vadillo, Miguel A.; Yu, Rongjun; Shanks, David R. · 2021来源核查:verified · 2026-08-30
- Test-Enhanced Learning ↗Roediger, Henry L.; Karpicke, Jeffrey D. · 2006来源核查:verified · 2026-08-30
形成对照重读与划线 → 提取练习
关系说明 · 英文研究原文
The most common study strategies are among the least effective.
Relation: contrasts-with · Evidence: refuted
- 来源核查记录描述链接或元数据检查,不是研究质量或教学效果认证。
- Improving Students’ Learning With Effective Learning Techniques ↗Dunlosky, John; Rawson, Katherine A.; Marsh, Elizabeth J.; Nathan, Mitchell J.; Willingham, Daniel T. · 2013来源核查:verified · 2026-08-30
- Testing (quizzing) boosts classroom learning: A systematic and meta-analytic review. ↗Yang, Chunliang; Luo, Liang; Vadillo, Miguel A.; Yu, Rongjun; Shanks, David R. · 2021来源核查:verified · 2026-08-30
互补提取练习 → 间隔学习
关系说明 · 英文研究原文
Spaced retrieval combines the retention advantages of distributed encounters and active recall.
Relation: complements · Evidence: strong
- 来源核查记录描述链接或元数据检查,不是研究质量或教学效果认证。
- Testing (quizzing) boosts classroom learning: A systematic and meta-analytic review. ↗Yang, Chunliang; Luo, Liang; Vadillo, Miguel A.; Yu, Rongjun; Shanks, David R. · 2021来源核查:verified · 2026-08-30
- Distributed practice in verbal recall tasks: A review and quantitative synthesis. ↗Cepeda, Nicholas J.; Pashler, Harold; Vul, Edward; Wixted, John T.; Rohrer, Doug · 2006来源核查:verified · 2026-08-30
形成对照概括训练 → 提取练习
关系说明 · 英文研究原文
Summarization is rated low utility relative to practice testing.
Relation: contrasts-with · Evidence: context-dependent
- 来源核查记录描述链接或元数据检查,不是研究质量或教学效果认证。
- Improving Students’ Learning With Effective Learning Techniques ↗Dunlosky, John; Rawson, Katherine A.; Marsh, Elizabeth J.; Nathan, Mitchell J.; Willingham, Daniel T. · 2013来源核查:verified · 2026-08-30
- Testing (quizzing) boosts classroom learning: A systematic and meta-analytic review. ↗Yang, Chunliang; Luo, Liang; Vadillo, Miguel A.; Yu, Rongjun; Shanks, David R. · 2021来源核查:verified · 2026-08-30
调节测试促进迁移的边界 → 提取练习
关系说明 · 英文研究原文
Retrieval benefits retention far more reliably than transfer.
Relation: moderates · Evidence: strong
- 来源核查记录描述链接或元数据检查,不是研究质量或教学效果认证。
- Transfer of test-enhanced learning: Meta-analytic review and synthesis. ↗Pan, Steven C.; Rickard, Timothy C. · 2018来源核查:verified · 2026-08-30
- Testing (quizzing) boosts classroom learning: A systematic and meta-analytic review. ↗Yang, Chunliang; Luo, Liang; Vadillo, Miguel A.; Yu, Rongjun; Shanks, David R. · 2021来源核查:verified · 2026-08-30
渐退转向范例与支架渐退 → 提取练习
关系说明 · 英文研究原文
As knowledge grows, learners need to retrieve and generate rather than continue copying full solutions.
Relation: should-fade-into · Evidence: context-dependent
- 来源核查记录描述链接或元数据检查,不是研究质量或教学效果认证。
- A Meta-analysis of the Worked Examples Effect on Mathematics Performance ↗Barbieri, Christina Areizaga; Miller-Cotto, Dana; Clerjuste, Sarah N.; Chawla, Kamal · 2023来源核查:verified · 2026-08-30
- Testing (quizzing) boosts classroom learning: A systematic and meta-analytic review. ↗Yang, Chunliang; Luo, Liang; Vadillo, Miguel A.; Yu, Rongjun; Shanks, David R. · 2021来源核查:verified · 2026-08-30
条目分类、别名与来源记录 · 英文
- Id
- pedagogy:retrieval-practice
- Aliases
- practice testing
- test-enhanced learning
- Tags
- general
- memory
- practice
- assessment
- Classification
- Layer
- tactic
- Traditions
- cognitive
- Domains
- general
- Lifespan Stages
- primary
- middle
- secondary
- postsecondary
- adult-workplace
- Functions
- practice
- consolidate
- Grain Size
- micro-move
- Maturity
- established
- Provenance
- Origin
- rack:learning-sciences-initial@0.1.0
- Status
- inherited