🧠 Learner Adaptation Guide

User Manual for Human Learners

A Guide for Teachers and Managers by Conni Saputra

HOW TO USE THIS APP: The Diagnosis Phase

Diagnosing a learner doesn't require a formal, intimidating exam. The 18 questions in this app are behavioral markers. You can diagnose someone using three simple methods:

• 1. Direct Observation: Watch how they tackle a new task. Do they immediately start clicking buttons and exploring (Phase 4: Sandbox), or do they wait for a manual before moving (Phase 4: Structured)?
• 2. Casual Interview: Ask them directly before training starts. For example: "Do you prefer to hear the full theory first, or do you want to jump right in and try it with your hands?" (Phase 1: Input vs. Output).
• 3. Self-Assessment: You can simply show them the 18 statements on the left panel and ask, "Which of these statements sounds most like your daily habit?"

Pay attention to the four core areas: How they absorb information (Phase 1), how they process thoughts and language (Phase 2), what drives their energy (Phase 3), and how they handle new technology and stress (Phase 4).

HOW TO USE THIS APP: The Input Phase

While "reading" a human is a complex skill, operating this app is completely effortless.

• Just Click: Go through the 18 statements in the Learner Manager panel. Based on your diagnosis, simply click Often, Sometimes, or Rarely.

  Frequency Calibration Guide:

  • Often (The Default): This is their natural instinct. They do this automatically, consistently, and without being prompted. It's their "comfort zone".
  • Sometimes (The Situational): They can do it if the context requires it or if asked, but it is not their primary go-to method.
  • Rarely (The Unnatural): This feels draining or difficult for them. They naturally avoid this method and only use it when strictly forced.
• Let the System Think: You don't need to calculate anything. As you click, the app instantly weighs the inputs against established research (Kolb, Vygotsky, Ryan & Deci) and builds the intelligence profile.
• Apply the Guidance: Look at the right panel. Expand the Research-Backed Guidance section to see the exact strategies you need to teach, manage, or communicate with that specific learner.

PREAMBLE: The Core Distinction

There are two fundamental types of learners:

• Type A: Input-Heavy Learners (The "Sponges"): They learn by absorbing through listening, watching, reading, and observing. They have strong theory, strong comprehension, and are excellent at retaining details. However, when it’s time to perform, they may freeze because they’ve practiced understanding, not doing.
• Type B: Output-Heavy Learners (The "Makers"): They learn by creating and must speak, build, write, ask questions, or try the task with their hands. Their strength lies in execution, improvisation, and practical problem-solving. If forced to sit for a 2-hour lecture, they will zone out because the input channel is not their learning channel.

PHASE 1: THE DIAGNOSIS (Scanning the Room)

Do not start teaching yet. You must identify who is in front of you using a pre-training survey or casual interview. If you are a manager, do not judge an employee who is quiet in meetings; they might be your deepest thinker.

PHASE 2: THE MENU STRATEGY (Instructional Design)

Never teach in a straight line. Instead, offer a "Menu" of learning paths so every brain finds its entry point.

• Thinking Patterns: Start wide with a brainstorm for Divergent thinkers, and end narrow with a checklist for Convergent thinkers.
• Logic Preference: Provide multiple logic formats: symbolic (Excel/numbers), narrative (story), and spatial (graphs).
• Motivation Source: Hook intrinsic learners with mastery, extrinsic learners with practical rewards, and social learners with teamwork.

PHASE 3: THE ENVIRONMENT (Psychological Safety)

Psychological safety matters more than content. Create zones (Quiet vs. Buzz), de-risk the authority so asking questions is a sign of intelligence, and manage the pressure based on whether learners are stress-driven or calm-driven.

PHASE 4: THE TOOLKIT (The Digital & Practical)

Introducing new digital tools often fails because the teaching style does not match the learning style. Tailor the digital onboarding:

• The Sandbox (Experimental Learners): Provide a dummy account where they can practice with zero consequences.
• The Guide (Text/Tutorial Learners): Create a step-by-step PDF with screenshots and checklists.
• The Hybrid (Mixed Learners): Let them explore first, then give them a reference PDF when they get stuck.
• The Overwhelmed Learner (Digital Anxiety): Start with micro-tasks, sit beside them, and provide the simplest possible version.