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19 references
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- Vol 7 RE: Chapter 5
Journal article Evidence summaryAt a glance
This meta-analysis examines whether low-stakes practice tests improve later learning compared with non-testing activities such as restudying.
Key ideas
Across 118 experiments and 272 independent effects, practice testing produced a robust overall benefit. The size of the benefit varied with features such as test format, the relationship between practice and final tests, and the number of retrieval opportunities. Benefits appeared with and without feedback, although feedback remains educationally important because it corrects errors. The authors distinguish retrieval practice from high-stakes accountability testing: the learning mechanism is the act of bringing information to mind.
Why it matters
For educators, the review supports frequent, low-stakes opportunities to retrieve knowledge and suggests varying formats while keeping retrieval aligned with later learning demands.
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- Vol 2 RE: Chapters 3, 10
Book Evidence summaryAt a glance
This practitioner-focused book translates cognitive science into four classroom “power tools”: retrieval practice, spacing, interleaving, and feedback-driven metacognition.
Key ideas
Agarwal and Bain combine research evidence with examples drawn from a long scientist–teacher collaboration, showing how the strategies can be embedded in ordinary lessons without extensive preparation or additional grading. The book also addresses classroom culture, anxiety, communication with students and families, and professional learning for educators. Its central message is that durable learning improves when students repeatedly bring knowledge to mind, revisit it over time, discriminate among related ideas, and receive information that helps them judge what they know.
Why it matters
The guidance is intended as adaptable practice rather than a scripted programme, allowing teachers to fit the principles to subject, age group, and context.
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- Vol 1 RE: Chapter 7
Journal article Evidence summaryAt a glance
Across two experiments, Agarwal and colleagues compared restudying with open-book and closed-book tests after participants studied prose passages.
Key ideas
When tests included feedback, both formats improved delayed retention relative to restudying or testing without feedback. Open-book testing produced higher performance during the initial test because learners could consult the material, but that immediate advantage disappeared: open- and closed-book groups retained equivalent amounts later. Participants also predicted that repeated study would produce better memory, even though retrieval practice was more effective. The findings separate access conditions from the learning benefit of retrieval and show that feedback matters when answers may be incomplete or wrong.
Why it matters
For educators, an open-book assessment can still function as retrieval practice when questions require active recall and feedback is supplied; simply allowing resources does not eliminate the testing effect.
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- Vol 5 RE: Chapter 8
retrieval practicesystematic reviewclassroom researcheffect sizesfeedback timingresearch generalizabilityJournal article Evidence summaryAt a glance
This systematic review asks whether retrieval practice works under normal school and classroom conditions. The authors screened nearly 2,000 abstracts and applied narrow inclusion criteria to 50 experiments involving 5,374 learners.
Key ideas
Of 49 reported effect sizes, 57 percent showed medium or large benefits. Positive effects appeared across educational levels, subject areas, test delays, retrieval formats, final-test formats, and different timings of practice and feedback. The review avoids collapsing highly varied classroom designs into one pooled estimate and instead reports individual effects and confidence intervals. A key limitation is geographic representation: only six percent of experiments came from non-WEIRD countries.
Why it matters
For educators, the findings support low-stakes retrieval as a broadly useful strategy while underscoring the need to adapt implementation to context and expand research with more diverse learners.
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- Vol 5 TE: App C
instructional rubricsself-assessmentassessment criteriaquality standardsformative feedbackstudent revisionexemplarsmetacognitive thinkingJournal article Evidence summaryAt a glance
Andrade argues that instructional rubrics can support teaching and learning, not merely score finished work. A useful rubric identifies important criteria and describes gradations of quality in language students can understand.
Key ideas
When learners examine examples, help articulate criteria, and apply a rubric to their own drafts, expectations become visible and feedback becomes more actionable. The article illustrates a self-assessment process in which students mark evidence in their writing against each criterion and use what they notice to revise. Rubrics therefore promote thinking when they direct attention to quality, support dialogue about standards, and become tools students use during production. Andrade cautions implicitly against treating a rubric as a checklist or grading device alone.
Why it matters
For teachers, the practical sequence is to co-construct or explain criteria, study models, practise applying the rubric, and give students time to revise.
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- Vol 5 RE: Chapter 8
artificial intelligenceself-regulated learninglearner agencylearning analyticsadaptive feedbacktheoretical alignmentethical reportingJournal article Evidence summaryAt a glance
This systematic mapping review analyses 84 studies at the intersection of artificial intelligence and self-regulated learning.
Key ideas
Using a framework organised around who is involved, what theories and constructs are addressed, how the research is conducted, and why AI is applied, the authors map publication patterns, stakeholders, methods, technologies, and objectives. The review finds rapid growth but uneven theoretical grounding and limited attention to some phases and actors in self-regulation. Much work focuses on higher education and on using learner data to predict, recommend, prompt, or provide feedback. The authors call for clearer links between AI functions and established self-regulated-learning theory, broader contexts, stronger ethical and methodological reporting, and more attention to learner agency.
Why it matters
For educators, the review offers a structured way to judge whether an AI tool genuinely supports planning, monitoring, reflection, or adaptation.
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- Vol 5 RE: Chapters 12, App C
formative assessmentlearning analyticsfeedback processeslearning intentionsevidence elicitationself-assessmentinstructional decision-makingJournal article Evidence summaryAt a glance
Banihashem and colleagues systematically review 93 studies published from 2011 to 2023 to examine how learning analytics supports formative assessment.
Key ideas
Their coding framework combines three actors—teachers, peers, and learners as self-assessors—with three questions: where learning is going, where it is now, and how to move forward. The review finds that analytics can clarify goals, diagnose current understanding, and support feedback or instructional action, but coverage across the framework is uneven. A central concern is alignment: dashboards or predictions are useful only when their outputs connect to a defensible model of formative assessment and can be interpreted and acted upon.
Why it matters
For educators and designers, the study recommends building analytics around learning intentions, evidence elicitation, feedback processes, and concrete decisions rather than treating data visualisation as formative assessment by itself.
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- Vol 4 RE: Chapters 10, 14, 17, App A, App C
project-based learningauthentic assessmentstudent agencycollaborative problem solvingproject planningformative feedbackauthentic audiencesself-managementJournal article Evidence summaryAt a glance
Bell presents project-based learning as a student-driven approach in which learners investigate a meaningful question over time and create a product or performance.
Key ideas
Projects require inquiry, planning, research, collaboration, problem solving, technology use, and revision, allowing subject knowledge to develop alongside communication and self-management. The teacher establishes standards and milestones, teaches needed skills, monitors progress, and provides feedback rather than withdrawing guidance. Choice and authentic audiences can increase ownership, while teamwork makes participation and accountability important design concerns. The article connects these features with skills frequently described as necessary for contemporary study, work, and civic life.
Why it matters
For educators, its practical message is to align projects with explicit curriculum outcomes, assess both process and product, build in checkpoints and reflection, and scaffold independence so that engaging activity results in substantive learning.
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- Vol 5 RE: Chapters 6, 7, 14
self-regulated learningsubjective fluencyjudgments of learningretrieval practicespaced practicemetacognitive calibrationfeedback useJournal article Evidence summaryAt a glance
Bjork, Dunlosky, and Kornell review why learners often mismanage their own study.
Key ideas
People commonly use immediate performance and subjective fluency as evidence of learning, even though ease during practice may reflect short-lived accessibility rather than durable memory. Beliefs about learning influence strategy selection, and judgments of learning can be distorted by rereading, answer availability, recent success, or familiar presentation. Effective self-regulation requires distinguishing learning from performance, scheduling retrieval and spacing, using tests as learning events, learning from errors with feedback, and monitoring under conditions that resemble future use. The authors also examine educational and cultural practices that reward rapid, error-free performance and thereby reinforce illusions.
Why it matters
For educators, the review supports explicitly teaching how memory works, delaying judgments, using cumulative retrieval, and helping students compare predictions with later outcomes so they can calibrate study decisions.
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- Vol 1 TE: App A
- Vol 2 RE: Chapter 11, App C, App D
- Vol 2 TE: App B
- Vol 4 RE: Chapters 9, 11, 17, App A, App B, App C
- Vol 4 TE: App C
- Vol 5 RE: Chapters 1, 2, 3, 5, 10, 11, 13, 15, App A
- Vol 5 TE: App C
formative assessmentfeedback processesteacher questioningself-assessmentpeer assessmentmastery learningstudent self-regulationJournal article Evidence summaryAt a glance
Black and Wiliam review research on classroom formative assessment and find consistent evidence that strengthening feedback processes can improve learning. Assessment becomes formative when evidence about understanding is used to adapt teaching and learning, not simply when a task is labelled informal or frequent.
Key ideas
The review examines teacher questioning, feedback, self-assessment, peer processes, mastery learning, and the effects of grades and comparison. Productive feedback helps learners recognise a goal, compare their current state with it, and take action to close the gap. Students' beliefs, motivation, and active role are therefore central. The authors also stress that implementation demands substantial changes in classroom practice.
Why it matters
For educators, the review supports eliciting thinking, interpreting evidence, giving information that guides next steps, and involving students in criteria and self-regulation rather than relying on marks or praise alone.
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- Vol 5 RE: Chapter 4
formative assessmentassessment evidencefeedback for learninglearning intentionssuccess criteriaclassroom discoursestudent agencyself-regulationJournal article Evidence summaryAt a glance
Black and Wiliam develop a theoretical account that places formative assessment inside a broader model of pedagogy.
Key ideas
They define practice as formative when evidence about student achievement is elicited, interpreted, and used by teachers, learners, or peers to make better-grounded decisions about next steps than they could make without that evidence. The article connects classroom interaction with theories of instruction, feedback, self-regulation, and the regulation of learning. It identifies key strategies: clarifying intentions and criteria, engineering discussions and tasks that reveal understanding, providing feedback that moves learning forward, activating students as resources for one another, and activating them as owners of learning.
Why it matters
For educators, the theory shifts attention from assessment instruments to decision processes: who needs evidence, what inference it supports, and how the resulting action changes the course of learning.
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- Vol 3 RE: Chapters 14, 16
classroom assessmentpedagogical decision-makingformative feedbacklearner agencyclassroom discoursetask designteacher judgmentJournal article Evidence summaryAt a glance
Black and Wiliam embed classroom assessment within a theory of pedagogy rather than treating it as a separate set of techniques.
Key ideas
They analyse teaching as the creation and regulation of learning environments in which teachers, peers, and learners make contingent decisions. Assessment evidence matters because it informs those decisions, while curriculum, task design, classroom discourse, and relationships shape what evidence can be produced and how it is used. The article examines the roles of feedback, learner agency, disciplinary content, and teachers' professional judgment, arguing that formative practice cannot be reduced to generic routines. For educators, it recommends designing tasks and dialogue that expose relevant thinking, interpreting responses through knowledge of the subject and learner, and adapting instruction while preserving meaningful educational aims.
Why it matters
Assessment quality is therefore inseparable from pedagogical quality.
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- Vol 5 RE: Chapter 15
sustainable assessmentformative assessmentself-regulated learningevaluative judgementfeedback literacyassessment designself-assessmentcalibrationJournal article Evidence summaryAt a glance
Boud and Soler revisit sustainable assessment: assessment designed not only to support current coursework but also to develop learners' capacity to meet future learning demands.
Key ideas
Reviewing how the idea evolved over fifteen years, they connect it with formative assessment, self-regulation, feedback, and students' ability to make informed judgements about the quality of their own work. Sustainable practice cannot depend indefinitely on teachers supplying corrective information; learners need opportunities to interpret standards, compare work with criteria, seek and use feedback, and calibrate their decisions. The authors argue that these capacities must be built across a programme rather than attached to isolated tasks.
Why it matters
For educators, the article recommends examining how assessment design contributes to long-term learning, creating repeated opportunities for evaluative judgement, and aligning present requirements with the kinds of decisions students will later make independently.
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- Vol 5 RE: Chapter 10
- Vol 5 TE: App C
formative feedbackfeedback timingfeedback specificitytask-focused feedbackprocess-focused feedbackself-regulationstudent revisionfeedback useBook Evidence summaryAt a glance
Brookhart presents feedback as information that helps students understand a learning goal, judge their current work, and decide what to do next.
Key ideas
Effective feedback is timely enough to be used, specific without doing the thinking for the learner, and expressed in language the student can understand. It should focus on the task, the process used, or productive self-regulation rather than praise, comparison, or fixed personal qualities. The second edition examines feedback at several scales: individual oral and written comments, an episode of learning in which students act on information, and longer-term effects on learning and motivation. For educators, the book recommends matching amount and mode to the learner and task, describing strengths and a manageable next step, and building immediate opportunities for revision.
Why it matters
Feedback succeeds only when students interpret and use it to extend learning.
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- Vol 4 RE: Chapter 9
- Vol 4 TE: App C
- Vol 5 RE: Chapters 1, 3, 5, 6, 10, 15, App A
- Vol 5 TE: App C
self-regulated learningfeedback interpretationmetacognitive monitoringinternal feedbackexternal feedbackfeedback effectslearning strategiesJournal article Evidence summaryAt a glance
Butler and Winne integrate research on feedback with a cognitive model of self-regulated learning.
Key ideas
Learners interpret tasks using knowledge, beliefs, goals, and motivational conditions; select tactics and strategies; generate products; and monitor the relationship between their current state and internal standards. Monitoring creates internal feedback, while external feedback from teachers, peers, or tasks can confirm, challenge, or supplement those judgements. Because learners filter feedback through prior beliefs and knowledge, information does not automatically produce improvement and may prompt changes to goals, strategies, effort, or understanding. The synthesis places monitoring at the centre of recursive engagement and explains why feedback effects vary with task and learner.
Why it matters
For educators, it suggests designing feedback that helps students compare work with criteria, diagnose causes, select strategies, and monitor subsequent performance, while explicitly developing the knowledge and beliefs required to interpret feedback productively.
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- Vol 2 RE: Chapter 11
- Vol 4 RE: Chapter 12
- Vol 5 RE: Chapters 4, 5, 8
student feedback literacyevaluative judgementfeedback uptakepeer feedbackexemplar analysisemotional feedback responsesrevision opportunitiesJournal article Evidence summaryAt a glance
Carless and Boud define student feedback literacy as the understandings, capacities, and dispositions needed to interpret information and use it to improve work or learning strategies.
Key ideas
Their framework has four connected features: appreciating feedback as an active process, developing evaluative judgement, managing emotional responses, and taking action. Barriers arise when feedback is treated as comments delivered by teachers, when students cannot recognise quality, when criticism threatens identity, or when course design provides no opportunity to use information. The authors illustrate development through analysing exemplars and participating in peer feedback, activities that allow students to compare work, discuss criteria, and practise judgement.
Why it matters
For educators, the paper recommends embedding feedback literacy in curriculum and assessment sequences, coaching students in productive participation, and ensuring that feedback leads to a consequential opportunity for revision or future application.
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- Vol 5 RE: Chapters 8, App C
teacher feedback literacystudent feedback literacyfeedback process designevaluative judgementfeedback dialoguefeedback uptakefeedback workload managementJournal article Evidence summaryAt a glance
Carless and Winstone conceptualise teacher feedback literacy as the knowledge, expertise, and dispositions required to create feedback processes that students can use. Their framework contains three dimensions.
Key ideas
The design dimension sequences assessment and learning activities so students seek, generate, interpret, and apply feedback while developing evaluative judgement. The relational dimension treats feedback as communication requiring trust, sensitivity, dialogue, and attention to emotion. The pragmatic dimension concerns managing workload, disciplinary conventions, institutional constraints, and digital possibilities without abandoning learning priorities. Teacher and student feedback literacy are mutually dependent: teachers shape conditions for participation, while students' responses reveal where designs need refinement.
Why it matters
For educators, the article recommends moving effort from producing ever more comments toward designing opportunities for uptake, discussing purposes and responsibilities with learners, creating approachable relationships, and iteratively improving feedback practices from evidence of how students actually respond.
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- Vol 4 RE: App C
retrieval practicetransfer of learningmemory representationsknowledge organisationknowledge elaborationdelayed applicationretrieval feedbackJournal article Evidence summaryAt a glance
Carpenter reviews evidence that retrieval practice can improve not only retention of previously tested information but also transfer to new situations. The studies considered vary the delay between learning and application, the format of practice and final tests, and the knowledge domain or context.
Key ideas
Across this emerging literature, retrieving information often produces advantages over additional study even when the later task is not identical to practice. Proposed explanations include strengthening accessible memory representations and encouraging organisation or elaboration that supports flexible use. The review is cautious because the transfer literature was still small and transfer can take many forms. For educators, the findings support asking learners to retrieve and apply ideas through varied questions, formats, examples, and delays rather than repeating one test type.
Why it matters
Retrieval should be designed around meaningful knowledge and followed by feedback when errors could otherwise persist.
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- Vol 2 RE: Chapter 3
spacing effectretrieval practicelong-term retentiondesirable difficultieslow-stakes recallretrieval feedbackstudy self-regulationdistributed practiceJournal article Evidence summaryAt a glance
Carpenter, Pan, and Butler review two well-supported learning strategies: spacing study over time and retrieving information from memory.
Key ideas
Both strengthen long-term learning across ages, content areas, and educational settings, yet learners often underuse them because massed study and rereading feel fluent and produce faster short-term gains. The authors examine mechanisms, boundary conditions, combinations with feedback and elaboration, and evidence from laboratories and classrooms. Spacing requires deciding how learning episodes are distributed; retrieval practice requires attempting recall rather than merely re-exposing oneself to material. Desirable difficulty can make effective study feel less successful while it is occurring, complicating self-regulation.
Why it matters
For educators, the review supports revisiting important ideas after delays, embedding frequent low-stakes recall, varying questions and contexts, correcting errors, and explaining why effortful practice is useful so students can make better independent study decisions.
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Edition abbreviations
- TE
- Teacher Edition
- PE
- Practice Edition
- RE
- Research Edition
Citation checks
References are checked against publisher records, scholarly indexes, DOI or ISBN metadata, repositories and author records where available. An entry marked [Citation not verified] preserves the wording found in the relevant volume without attributing findings to an unconfirmed work.
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