Psychometric Learner Profiling & Tiered Intervention

Modali (or ModaliEd)

“Discover how every mind learns best.”

Modali is an evidence-based diagnostic profiling platform designed to translate cognitive, sensory, academic, and metacognitive data into actionable Universal Design for Learning (UDL) strategies and tiered classroom accommodations.

Platform Architect & Development Studio

Meet the Founder: Michael Amancio Avergonzado & LiquidVisuals Interactive

Discover the founding story of Modali: how Cebuano educational visionary Michael Amancio Avergonzado conceived the platform's diagnostic purpose and founded LiquidVisuals Interactive, the creative engineering company whose team developed Modali Ed to unlock adaptive agency for every learner.

Full System Architecture & Blueprint

How Modali Is Architected: MECE Portals, Dashboards & Schema

Explore the complete technical and structural design of Modali: 12 unauthenticated public pages, 4 mutually exclusive role portals (Platform Superadmin, School Administrator, Classroom Teacher, and Student Learner), two-tier adaptive navigation, and 9 synchronized relational database tables.

Cambridge • IB • COBIS

International Schools K–12 Implementation & Lesson Planning Workflow

Detailed guide for school heads, SENCOs, and teachers across EYFS, Primary, Junior HS, and Senior HS on embedding diagnostic profiling into lesson planning, activity design, and flexible grouping.

Explore K–12 Workflow
Philippine Education Focus

How PLCs & Diagnostic Profiling Work in the Philippines (DepEd LAC & RA 11650)

Read our analysis of how DepEd Order No. 35 s. 2016 (Learning Action Cells), Republic Act 11650 (Inclusive Education Act), the MATATAG Curriculum, and Daily Lesson Logs (DLL) integrate with Modali.

Read Philippine Article

Why It Works: The "Modalities" Concept

The name Modali is derived from "modalities," directly reflecting each learner's unique sensory and cognitive processing preferences. By understanding how a student receives, encodes, and expresses information, educators remove construct-irrelevant barriers.

Multimodal Sensory Integration

Rooted in Learning for All

Grounded in provincial policy and research-backed frameworks, Modali produces the official Class Profile Matrix (Appendix A) and Individual Student Profile (Appendix B), facilitating seamless Individual Education Plan (IEP) and Professional Learning Community (PLC) workflows.

Read Pedagogical Lineage & 7 Sources
Universal Design for Learning (UDL)

Psychometric Precision & Z-Scores

Moving beyond arbitrary labels, Modali utilizes standardized cohort norms (\(\mu_k, \sigma_k\)) and Standardized Z-Scores (\(Z_k\)) with explicit \(\pm 0.85\sigma\) thresholds to reliably differentiate true cognitive strengths (\(\alpha\)) from acute support needs (\(\delta\)).

Tiered Intervention Index (TII)
Diagnostic Subscale Taxonomy

The 13 Core Psychometric Subscales Explained

Modali quantifies student learning across 13 psychometric subscales grouped into 4 foundational developmental dimensions.

1

Sensory Processing Modalities (Sensory Intake & Encoding)

VIS 👁️

Visual Sensory Processing

Measures capacity to encode, comprehend, and retain information through visual representations (flowcharts, color-coded anchor charts, graphic organizers, and visual timelines).

UDL Scaffold: Dual-coded text + icon cards
AUD 👂

Auditory Sensory Processing

Measures auditory retention of spoken instruction, oral storytelling, multi-step auditory directions, and speech-sound discrimination without requiring visual scaffolding.

UDL Scaffold: Audiobooks & oral explanations
KIN 🖐️

Kinesthetic/Tactile Processing

Measures cognitive processing through physical manipulation of objects, tactile manipulatives, 3D modeling, hands-on laboratory experiments, and movement-integrated learning.

UDL Scaffold: Concrete manipulatives & standing desks
2

Cognitive Orientation & Problem-Solving Styles

VER 💬

Verbal-Linguistic Orientation

Facility with written vocabulary, linguistic syntax, literary analysis, essay writing, and structured academic debates.

LOG ➗

Logical-Mathematical Orientation

Deductive reasoning, pattern recognition, mental calculation, hypothesis testing, and algorithmic step-by-step logic.

SPA 📐

Visual-Spatial Cognitive Style

2D/3D spatial mental rotation, geometric transformation, reading blueprints, architectural models, and schematic maps.

APP 🛠️

Practical-Applied Cognitive Style

Pragmatic real-world problem solving, experiential case studies, authentic community projects, and functional utility over pure abstract theory.

3

Social & Environmental Learning Dynamics

INTER 👥

Interpersonal Dynamics

Capacity for peer collaboration, group dialogue, empathetic perspective-taking, conflict negotiation, and shared team outcomes.

INTRA 🧘

Intrapersonal Dynamics

Preference for independent self-study, self-reflection, introspective analysis, autonomous pacing, and internal motivation.

ENV 🌿

Environmental Ergonomics

Sensitivity to ambient auditory noise levels, lighting intensity, temperature, clutter-free seating, and dedicated sensory calming spaces.

4

Executive Function & Metacognitive Regulation (TII Index)

GSTI 🎯

Goal Setting & Task Initiation

Ability to formulate clear learning objectives, break down long-term projects, and overcome task avoidance to begin work promptly.

SMMR ⏱️

Self-Monitoring & Self-Regulation

Metacognitive error checking, sustained attention over 15+ minutes, pace regulation, and emotional self-calming during test anxiety.

STSR 🪜

Scaffolding Receptivity & Strategy Use

Proactive help-seeking, receptivity to teacher feedback, and utilization of guided rubrics, step checklists, and assistive software.

Deep-Dive Methodology & UDL Translation

How Modali Translates Test Data into Concrete Strategies

Learn the clinical decision logic behind UDL Principles 1–3, Targeted Accommodations, Assistive Technologies, Gap Analysis, Multidimensional Radar plotting, and Cohort Standardized Z-Score (\(Z_k\)) calculation.

Explore Psychometric Methodology
Crosswalk & Integration Framework

8 Pillars to 13 Subscales Alignment Matrix

How the 100 diagnostic assessment indicators across the 8 Developmental Pillars map to the 13 Core Psychometric Subscales.

Multidimensional Diagnostic Mapping
Pillar Developmental Pillar Title Indicators Primary Subscale Mappings Clinical Focus & Pedagogical Interplay Targeted Tier 1 / Tier 2 UDL Scaffolds
1
Oral Communication
Receptive & Expressive Language
Q01 – Q12
AUD VER STSR
Evaluates auditory language comprehension, spoken narrative structure, multi-step auditory memory span, and metalinguistic self-advocacy when terminology is unfamiliar. Single-step auditory cues, visual anchor charts, peer dialogue pairs, and speech-to-text option.
2
Reading Decoding
Text Comprehension & Fluency
Q13 – Q25
VER VIS SPA
Measures phonological decoding automaticity, sight word vocabulary, reading stamina, main idea synthesis, and inferential reading supported by graphic visual structures. Dual-coded illustrated passages, graphic organizers, text-to-speech readers, and guided reading chunks.
3
Written Expression
Syntax & Graphomotor Stamina
Q26 – Q37
VER KIN GSTI
Assesses syntactical sentence writing, capitalization/punctuation, graphomotor pencil stamina, keyboarding preference, and pre-writing ideation organization. Sentence starters, essay structure templates, digital typing options, and ergonomic pencil grips.
4
Mathematical Fluency
Logical & Applied Problem Solving
Q38 – Q50
LOG APP SPA
Captures mental math calculation, practical money transactions, word-problem operational translation, geometric patterns, and flexible multi-strategy problem solving. Concrete math manipulatives (blocks/counters), step-by-step worked examples, and authentic project calculations.
5
Cognitive & Executive
Working Memory & Self-Regulation
Q51 – Q63
GSTI SMMR ENV
Quantifies sustained attention span over 15+ minutes, working memory storage without notes, rapid task initiation, desk organization, and flexible adaptation to routine shifts. Visual countdown timers (Time Timer), structured checklists, noise-cancelling headphones, and desk organizers.
6
Social-Emotional Competence
Self-Regulation & Peer Relations
Q64 – Q76
INTER SMMR STSR
Analyzes proactive emotional self-calming, peer conflict negotiation, growth-mindset perseverance after mistakes, test anxiety regulation, and trusting help-seeking relationships. Calm-down sensory corners, structured cooperative group roles, restorative circles, and proactive mentor check-ins.
7
Motor & Spatial Sensory
Sensory Thresholds & Coordination
Q77 – Q88
KIN SPA ENV
Measures scissor control, hand-eye ball catching, postural trunk stability in chairs, spatial navigation around school buildings, and sensory modulation (auditory/tactile/lighting). Dynamic wobble seating, adaptive scissors, dimmed lighting zones, movement brain breaks, and sensory pathway maps.
8
Learner Agency & Preferences
Metacognition & Self-Advocacy
Q89 – Q100
INTRA STSR APP
Profiles conscious awareness of personal strengths, specific areas of vulnerability, self-directed learning goal setting, autonomous choice of project topics, and assistive software mastery. Choice boards, goal-setting reflection journals, personalized learning contracts, and self-selected assistive technology.
Comprehensive Assessment Matrix

The Eight Developmental Pillars

100 simplified, age-adapted indicators covering every domain of learner development.

Q01 – Q100 Standard Protocol
Pillar 1 • Items 1–12 🗣️

Oral Communication

Receptive language processing, expressive narrative formulation, multi-step auditory processing, and conversational speech.

Pillar 2 • Items 13–25 📖

Reading & Comprehension

Phonetic decoding, sight word automaticity, reading fluency, main idea extraction, and contextual vocabulary inferencing.

Pillar 3 • Items 26–37 ✍️

Written Expression

Sentence syntax, punctuation, graphomotor mechanics, fine-motor stamina, pre-writing organization, and editing habits.

Pillar 4 • Items 38–50 🔢

Math & Logic Fluency

Mental arithmetic, currency calculation, word problem translation, pattern deduction, measurement, and flexible strategy application.

Pillar 5 • Items 51–63 🧠

Cognitive & Executive

Sustained attention, working memory retention, task initiation, time pacing, auditory noise filtering, and cognitive flexibility.

Pillar 6 • Items 64–76 🤝

Social-Emotional Well-Being

Self-regulation calming, peer initiation, conflict resolution, growth-mindset resilience, safety perception, and help-seeking.

Pillar 7 • Items 77–88 🏃

Motor & Spatial Sensory

Bilateral coordination, postural stability, spatial navigation, tactile/auditory modulation, and gross-motor balance.

Pillar 8 • Items 89–100 🎯

Learner Agency & Preferences

Visual/auditory/kinesthetic preferences, independent vs. collaborative learning, goal-setting, and assistive tech mastery.

Multi-Tiered System of Supports (MTSS)

Tiered Intervention Architecture

Tier 1: Universal Core

For 80–85% of learners: High-quality, evidence-based core instruction with multimodal representations (dual-coding, anchor charts, graphic organizers, and choice-based assessments).

Tier 2: Targeted Scaffolding

For 10–15% of learners: Small-group guided instruction, visual step checklists, concrete manipulatives, sentence starters, and structured pacing to bridge identified skill gaps.

Tier 3: Intensive Intervention

For 1–5% of learners: High-frequency individualized instruction, speech-to-text assistive technology, sensory modulation tools, and formalized IEP modifications.

Built for Every Student

Accessibility & Multilingual Inclusion by Design

Featuring real-time question simplification (🪄), natural neural human voice read-aloud (TTS), 4-tier grade adaptations (K–2, 3–6, 7–9, 10–12), and 4-language instant switching (English, Korean, Japanese, Chinese).

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