Given the robust nature of learning sciences research, this website is best viewed on tablets and computers. A small screen experience is coming in the future.
On June 22, 2021, we will launch updated strategies for the Math PK-2 model, as well as additional updates to the Navigator that highlight equity, SEL, and culturally responsive teaching. To learn more, visit our Site Updates (available in the "About" menu at the top of any page).
Hover to see how factors connect to Working Memory. Then click connected factors to explore strategies related to multiple factors.
Working Memory, a component of executive functioning, is what allows us to temporarily hold and manipulate information in mind to apply in other processes. With our Working Memory, we recall and apply the knowledge stored in our Short- and Long-term Memories to understand what we are reading and to plan and structure our writing. Because Working Memory is limited in its capacity, if Working Memory becomes overtaxed, a student may seem to be distracted because they are having difficulty recalling and using information when they read and write.
Working Memory can also be called updating as it involves working with and updating information in memory. One influential model of Working Memory lays out four components, each considered to have a limited capacity. These separate components are responsible for maintaining verbal Working Memory, visual and spatial Working Memory, and for integrating information from these components that serves as a link between Long-term Memory and Working Memory. In addition, there is an executive control system which directs activities within these systems, including shifting and focusing attention between them. It is important to note that many aspects of learning disabilities are often due in part to an underlying deficit in one or more of these areas of Working In addition, inattention and other difficulties due to learning disabilities may lead to difficulties with Working Memory.
Cognitive Load is another important element of Working Memory and refers to the amount of mental effort being expended by Working Memory during different tasks. Cognitive Load Theory proposes that instruction can be designed in a way to reduce Cognitive Load. It also differentiates between different types of Cognitive Load:
Teachers can support language development by using and providing Syntax that is appropriately leveled (e.g., short, simple structure for young students).
Teachers support language development by using and providing Vocabulary that is appropriately leveled (e.g., using word wall words).
Advance graphic organizers link prior knowledge to upcoming learning to help students anticipate and understand the structure of new information.
Audiobooks allow students to hear fluent reading and to experience books above their reading skills.
Content that is provided in clear, short chunks can support students' Working Memory.
Checklists and rubrics help students develop their abilities to self-assess and revise their writing.
When peers are able to work together to plan, draft, edit, and revise their compositions, their writing quality improves.
Communication boards are displays of graphics (e.g., pictures, symbols, illustrations) and/or words where learners can gesture or point to the displays to extend their expressive language potential.
Dictation, also referred to as speech-to-text, an assistive communication technology that translates voice dictation to digital text, provides students with transcription difficulties the opportunity to participate in the writing process by allowing them to use their voice to generate and record ideas.
Dictionaries and thesauruses can serve as resources for students to expand their Vocabulary knowledge.
When teachers provide explicit instruction in comprehension strategies and model when to use them, students learn how to flexibly apply them to make meaning of texts.
Explicitly teaching strategies for different genres, like narrative or persuasive writing, helps students write for different purposes and audiences.
Teaching students how to create and use strong keywords for Internet searching is critical for helping them know how to find accurate, relevant information.
Formal spelling instruction improves not only students' spelling skills but also their reading skills.
Seeing and using new words repeatedly and in many contexts is critical for Vocabulary acquisition.
Research shows that, along with traditional reading comprehension strategies, students use unique strategies to read the non-linear, hyperlinked structure of online texts.
Explicitly teaching strategies for planning, writing, and revising texts improves students' writing quality.
When students explain their thinking process aloud, they recognize the strategies they use and solidify their understanding.
Providing constructive feedback supports students' writing development by letting them know how to improve their writing.
As students walk through stations working in small groups, the social and physical nature of the learning supports deeper understanding.
Games help students visualize how to connect one fact to another.
Adding gestures and motions to complement learning activates more cognitive processes for recall and understanding.
Visualizing how ideas fit together helps students construct meaning and strengthens their recall.
In guided inquiry, teachers help students use their own language for constructing knowledge by active listening and questioning.
Easy access to high frequency words promotes sight word recognition as students see the words repeatedly.
Independent reading promotes literacy by emphasizing student choice with teacher support in selecting books, as well as by making time for free reading.
As students work with and process information by discussing, organizing, and sharing it together, they deepen their understanding.
Rhyming, alliteration, and other sound devices reinforce language development by activating the mental processes that promote memory.
Full sentence manipulatives allow students to practice producing more complex Syntax and writing.
Providing physical representations of parts of a sentence activates learners' mental processes.
Through short but regular mindfulness activities, students develop their awareness and ability to focus.
Short breaks that include mindfulness quiet the brain to allow for improved thinking and emotional regulation.
A mnemonic device is a creative way to support memory for new information using connections to current knowledge, for example by creating visuals, acronyms, or rhymes.
Multiple tables and chairs on wheels allow for setting up the classroom to support the desired learning outcomes of each classroom activity.
By talking through their thinking at each step of a process, teachers can model what learning looks like.
Brain breaks that include movement allow learners to refresh their thinking and focus on learning new information.
Instruction in multiple formats allows students to activate different cognitive skills to understand and remember the steps they are to take in their literacy work.
Multiple display spaces promote collaboration by allowing groups to share information easily as they work.
Multiple writing surfaces promote collaboration by allowing groups to share information easily as they work.
Connecting information to music and dance can support Short-term and Long-term Memory by engaging auditory processes, Emotions, and physical activity.
Research shows physical activity improves focus and creativity.
Visuals help students recognize relationships within words and sentences to develop literacy skills.
Helping students think about what they know about the topic of upcoming work helps activate their Background Knowledge or reveals gaps.
Maintaining consistent classroom routines and schedules ensures that students are able to trust and predict what will happen next.
Cards with strategies for managing emotions help students remember how to act when faced with strong feelings.
When students read models of the type of writing they are doing, they can identify effective elements to incorporate in their writing.
Reading aloud regularly exposes students to new and familiar Vocabulary and texts.
Reading aloud books about skills children are learning provides another model for their development.
Through one-on-one conferences, teachers can provide individual support to each student to deepen comprehension and interest in reading.
When students explain to others, they deepen their understanding and gain confidence in their learning.
Books for vision differences support reading development for learners with visual needs.
When students engage in a dialogue with themselves, they are able to orient, organize, and focus their thinking.
Sentence frames or stems provide language support for students' writing and participation in academic discussions.
Providing a story map ahead of time or having students create a map during or after reading helps learners understand and expand their Genre Knowledge.
Providing tools so learners can choose to listen to a text supports individual strengths and needs.
Students develop literacy skills by listening to and speaking with others in informal ways.
Tossing a ball, beanbag, or other small object activates physical focus in support of mental focus.
Providing visuals to introduce, support, or review instruction activates more cognitive processes to support learning.
Videos developed with discussion guides can teach students about social and emotional learning (SEL) skills.
Visual supports, like text magnification, colored overlays, and guided reading strips, help students focus and properly track as they read.
Wait time, or think time, of three or more seconds after posing a question increases how many students volunteer and the length and accuracy of their responses.
Web-based dictionaries and thesauruses can serve as visual and audio resources for students to expand their Vocabulary knowledge.
Word sorts are multisensory activities that help learners identify patterns and group words based on different categories.
A word wall helps build Vocabulary for reading fluidity.
Writing conferences allow students to share, reflect on, and receive feedback about their writing, which promotes Motivation for revising.
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This is our homepage. You can access many of the features of the Navigator here, and learn more about how learner variability intersects with topics in education and learning. To start, select a content area – we call them Learner Models – to visit a factor map.
Factor maps show research-based concepts, "factors," that likely impact learning. They are organized into four categories: Learner Background, Social and Emotional Learning, Cognition, and Content Area. The map is interactive. Move your cursor over a factor to see connected factors. Select any factor to visit its summary page. We'll look at factor summary pages next.
This is a factor summary page. It provides a brief definition and review of the factor, a factor connections diagram, additional resources, and strategies that support this factor. On the strategy card, the multi-colored boxes show all the factors that it supports. Select a strategy to visit its summary page.
Strategy summary pages have an overview, information about using the strategy in different learning environments, resources of interest, the factors this strategy supports, and related strategies you can explore. To view all the strategies in a content area, use the strategies tab at the top of the page. We'll look at all the Strategies for this learner model next.
The strategy page shows ALL of the strategies for that learner model. You can select factors of interest for you or your learners, and it will narrow the strategies to only those that match all of the factors selected. This makes it easy to find key strategies to better design for learner variability. Again, select the strategy name to visit its summary page. Use the plus signs on each strategy card to add a strategy to a workspace. We'll explore those next.
The “Tools & Workspaces” tab on the navigation bar or the “My Workspaces” button on the account menu takes you to a page that shows your workspaces. There are two tabs on the My Workspaces page: a Workspaces tab and a Reports tab. The Workspaces tab lists workspaces you can personalize and update. You can create new sections, move cards between sections, add annotations, share with collaborators, and write reflections. The second tab, "Reports", are a kind of workspace created through the Instructional Design Tool or the Product Assessment Tool and have fewer personalization options.
There are three, step-by-step tools you can access on the Navigator to help make workspace or a workspace report. The Learner Centered Design Tool has four steps and helps you create a workspace. First, enter basic information and select a content area of interest. Second, select a few factors that you want to focus on. Third, review connected factors you may not have considered. Note – you don't have to select any extra factors on this step if you don’t want to. The fourth and final step, review and select strategies that you want to use, and save them to a workspace.
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Learner variability is the recognition that each learner is a unique constellation of strengths and challenges that are interconnected across the whole child. Understanding these connections and how they vary according to context is essential for meeting the needs of each learner.
It disrupts the notion of a one-size-fits all education. Understanding learner variability helps educators embrace both students’ struggles and strengths as we connect practice to uplifting the whole learner.
Throughout the site, we talk about "factors" and "strategies." Factors are concepts research suggests have an impact on how people learn. Strategies are the approaches to teaching and learning that can be used to support people in how they learn best.
Use the Learner Centered Design Tool to build a workspace. Go to Learner Centered Design Tool.
Or, create a new blank workspace for your product or project.
Use one of the guided tools to build a workspace.
Or, create a new blank workspace for your product or project.
Make a copy of this workspace.
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On this page, using your heatmap, you will be asked to select factors to further explore, and then select new strategies you might incorporate into upcoming instruction. Once done, click “Show Summary" to view your Design Summary Report.
On this page, using your heatmap, you will be asked to select factors to further explore, and then select new strategies you might incorporate into upcoming instruction. Once done, click “Show Report” to view your Design Summary Report.
By selecting "Show Report" you will be taken to the Assessment Summary Page. Once created, you will not be able to edit your report. If you select cancel below, you can continue to edit your factor and strategy selections.
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Learner variability is the recognition that each learner is a unique constellation of strengths and challenges that are interconnected across the whole child. Understanding these connections and how they vary according to context is essential for meeting the needs of each learner. It embraces both students’ struggles and strengths. It considers the whole child.
Throughout the site, we talk about "factors" and "strategies." Factors are concepts research suggests have an impact on how people learn. Strategies are the approaches to teaching and learning that can be used to support people in how they learn best.
The Learner Variability Navigator is a free, online tool that translates the science of learner variability into factor maps and strategies that highlight connections across the whole learner. This puts the science of learning at teachers' fingertips, empowering them to understand their own practice and support each learner.
