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Value Add of Technology on Teaching Framework

Grounding the Work: The Value Add of Technology on Teaching

The

Value Add of Technology on Teaching⁠

framework is designed to support clearer, more disciplined conversations about how technology and artificial intelligence contribute to instructional practice. Rather than centering tools, features, or innovation for its own sake, the framework focuses on instructional value and the professional decisions educators make when integrating technology into teaching and learning.

It encourages you to:

Anchor technology decisions in instructional purpose rather than novelty

Make value visible without overstating impact

Protect professional judgment while leveraging intelligent tools

Recognize when technology is supportive, when it is additive, and when it is simply unnecessary

The framework organizes instructional value into three categories that describe how technology contributes to teaching practice over time.

Do More

Do Better

Do New

Increases instructional capacity by automating routine work, organizing information, and streamlining preparation so educators can focus more time on high-impact teaching and relationships.

Strengthens instructional quality by surfacing timely insights, feedback, and patterns that support more responsive, accurate, and equitable instructional decisions.

Expands what teaching and learning can look like by enabling new forms of inquiry, creation, modeling, and collaboration that were previously difficult or impossible to design.

There are no rows in this table

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These categories are not hierarchical. “Doing new” is not inherently more valuable than “doing more” or “doing better”. In fact, strong instructional systems appropriately generate most of their value through capacity building and quality strengthening, not constant transformation. The framework reinforces that restraint, coherence, and alignment are markers of responsible and effective technology use.

AI in Literacy Collab Comprehensive VATT Matrix

The matrix that follows applies this mindset across the AI enabled instructional routines in use. This framing is meant to support shared understanding, instructional integrity, and more thoughtful decision making about the role of AI in teaching and learning.

VATT Practice

Do More – Elevate Human Work

Do Better – Strengthen Instructional Impact

Do New – Enable Transformational Innovation

Critically Evaluate AI Outputs

strengthen instructional coherence by requiring educators to validate AI outputs against lesson purpose and text demands

improve quality of instructional materials by protecting productive struggle and accuracy

reinforce habits of intentional review rather than uncritical adoption

transform critical thinking into an ongoing human–AI dialogue where questioning, revising, and sense-making are continuous

position educators and students as editors and evaluators of AI-generated content rather than passive consumers

Data Collection and Feedback

automate aggregation of assessment, activity, and writing data across lessons

reduce manual effort required to surface patterns in student performance

streamline evidence collection without increasing teacher workload

improve responsiveness by targeting re-teach, grouping, and feedback to specific misconceptions

strengthen precision of instructional decisions using timely, organized data

enhance feedback quality by aligning responses to demonstrated student needs

enable class-wide visibility into patterns of student thinking not discernible through individual review

support real-time instructional adjustments informed by aggregated reasoning evidence

Designing Inclusive and Responsive Instruction

reduce planning time in generating differentiated supports aligned to identified access barriers

streamline lesson adaptation without fragmenting instruction

lower effort required to plan multiple pathways within the same lesson

strengthen equity by grouping students based on instructional need rather than labels or overall proficiency

improve access to grade-level texts through targeted, purpose-driven scaffolds

maintain rigor while responding more precisely to learner variation

—

Fostering Student-Centered Learning

reduce teacher workload in adapting tasks and supports within daily lesson flow

streamline routine personalization decisions without redesigning instruction

simplify alignment between task, purpose, and learner readiness

improve student engagement by aligning instruction more closely to readiness and task demands

strengthen ownership by making expectations and feedback clearer

support more intentional student participation without altering instructional goals

—

High-Quality Instructional Resources

accelerate access to aligned texts, prompts, and materials without starting from scratch

reduce time spent searching, organizing, or recreating resources

streamline preparation of lesson-ready materials

strengthen instructional alignment by matching resources to lesson purpose and standards

improve rigor by embedding prompts that guide deeper thinking

enhance coherence between materials and instructional intent

—

Higher-Order Thinking and Problem Solving

reduce preparation time for discussion prompts, writing tasks, and text-based questions

streamline access to cognitively demanding task structures

free instructional time for deeper analysis and discussion

strengthen reasoning and evidence use by centering explanation, comparison, and justification

improve task quality so students spend more time thinking than completing

maintain cognitive demand while increasing instructional precision

—

Encouraging Student Voice and Ownership

streamline collection of student responses, reflections, and writing products

reduce teacher burden in monitoring participation and understanding

simplify visibility into student thinking

strengthen student voice by making thinking visible through writing and discussion

improve responsiveness to student input surfaced through work products

support more purposeful instructional adjustments

—

Multilingual & Multimodal Communication

reduce barriers to access through embedded translation, vocabulary, and representation supports where available

streamline preparation of accessible materials

lower effort required to support diverse learners

improve clarity and access to grade-level content for multilingual and diverse learners

strengthen inclusion without changing instructional intent or rigor

support equitable participation in core instruction

—

Applying Learning Through Iterative Practice

reduce preparation time for aligned practice opportunities across whole- and small-group instruction

streamline access to adaptive practice tools

lower effort required to sustain targeted practice

strengthen instructional effectiveness by aligning practice to specific skill needs

improve accuracy and fluency through data-informed repetition

reinforce transfer to grade-level texts and tasks

—

Inquiry and Reflection

streamline reflection by summarizing instructional patterns across lessons and routines

reduce friction in post-lesson analysis

simplify documentation of instructional learning

improve coherence over time by connecting instructional choices to student outcomes

strengthen professional judgment through pattern recognition

support more targeted instructional inquiry

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There are no rows in this table

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Value Add of Technology on Teaching PDF

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