Learning theory (education) Study Guide

📖 Core Concepts Learning Theory – How students receive, process, and retain knowledge; shaped by cognitive, emotional, and environmental factors. Behaviorism – Learning = observable behavior change via conditioning (classical & operant). Cognitivism – Focuses on internal mental processes (memory, perception, information‑processing). Constructivism – Learners actively construct knowledge by linking new information to existing schemas; disequilibrium triggers re‑organization. Transformative Learning – Deep revision of one’s frame of reference (habits of mind & points of view) through critical reflection and emotional engagement. Transfer of Learning – Applying knowledge/skills from one context to another; requires recognizing deep structure over surface cues. Cognitive Load – The mental effort required to process new info; overload hampers long‑term storage. Multimedia Learning – Simultaneous use of visual and auditory channels to boost processing, but only when cognitive load is managed. --- 📌 Must Remember Classical Conditioning: Neutral → (pair) → Unconditioned → Conditioned response. Operant Conditioning: Reinforcement ↑ behavior; Punishment ↓ behavior. Atkinson‑Shiffrin Model: Sensory → Short‑term → Long‑term memory stores. Baddeley‑Hitch WM: Central executive + Phonological loop + Visuospatial sketchpad (+ episodic buffer). Transfer Types: Near (similar contexts) vs. Far (different contexts). Surface vs. Deep Structure: Surface = superficial features; Deep = underlying principles. Cognitive Load Types: Intrinsic (task complexity), Extraneous (poor design), Germane (schema‑building). Mayer’s Multimedia Principles (key): Coherence, Signalling, Redundancy, Segmenting, Modality. Transformative Learning Stages (Mezirow): Disorienting dilemma → Critical reflection → Rational discourse → Perspective transformation. --- 🔄 Key Processes Classical Conditioning Identify Unconditioned Stimulus (US) → natural response. Pair Neutral Stimulus (NS) with US repeatedly. NS becomes Conditioned Stimulus (CS) → produces Conditioned Response (CR). Operant Conditioning Cycle Present behavior. Follow with reinforcement (positive/negative) → increase likelihood. Or deliver punishment (positive/negative) → decrease likelihood. Encoding → Storage → Retrieval (Memory Process) Encoding: Attend → Transform sensory input into a code. Storage: Move from sensory → short‑term ( rehearsal ) → long‑term (consolidation). Retrieval: Cue → reconstruct from long‑term to short‑term for use. Designing Transfer‑Promoting Tasks Bridge new content to prior knowledge (explicit linking). Use problem‑based learning or simulations that mimic real‑world contexts. Encourage reflection & discussion after task completion. Multimedia Instruction Design Split info into segments (Segmenting). Pair visual + auditory rather than duplicate (Modality). Highlight key points (Signalling) and omit irrelevant details (Coherence). --- 🔍 Key Comparisons Behaviorism vs. Cognitivism – Behaviorism = external observable change; Cognitivism = internal mental processing. Constructivism vs. Radical Constructivism – Constructivism assumes knowledge built from prior concepts; Radical constructivism stresses subjective interpretation, no claim of objective truth. Surface Structure vs. Deep Structure – Surface: problem’s wording/format; Deep: underlying principles/solution steps. Intrinsic vs. Extraneous Cognitive Load – Intrinsic = inherent difficulty; Extraneous = load added by poor instructional design. Transformative Learning vs. Traditional Learning – Transformative focuses on changing frames of reference (habits of mind) through reflection; Traditional emphasizes acquisition of facts/skills. --- ⚠️ Common Misunderstandings “Learning styles” are evidence‑based – Research shows no solid support; tailoring instruction to presumed styles doesn’t improve outcomes. More multimedia is always better – Excessive info creates cognitive overload and harms long‑term memory. Punishment alone changes behavior – Without reinforcement of alternative behavior, change is unstable. Transfer happens automatically – Transfer is rare; without explicit bridging, prior knowledge can actually hinder new learning (Thorndike). Constructivism means “no teacher guidance” – Effective constructivist curricula provide scaffolding and start with complex problems, not pure discovery. --- 🧠 Mental Models / Intuition “Schema‑Updating” Model: Think of knowledge as a stack of LEGO bricks; new bricks snap onto existing structures, but if they don’t fit, you must re‑arrange the base (disequilibrium). “Bandwidth” Analogy for Cognitive Load: Your working memory is a limited bandwidth pipe – keep the signal (essential info) clear, filter out static (extraneous details). “Transfer as a Bridge”: Visualize a bridge linking two islands (contexts). The stronger the support pillars (deep structure knowledge), the easier you cross. --- 🚩 Exceptions & Edge Cases Radical Behaviorism includes private events (thoughts, feelings) unlike strict Watsonian behaviorism. Multiple Intelligences theory lacks empirical support – treat as conceptual rather than prescriptive. Social Learning Theory adds a observational route to behavior change, distinct from pure operant conditioning. Gestalt “illusory motion” shows perception can occur without actual stimulus motion – a reminder that perception isn’t always veridical. --- 📍 When to Use Which Use Classical Conditioning when you need an automatic, reflexive response (e.g., phobias, physiological reactions). Use Operant Conditioning for shaping complex, voluntary behaviors (skill acquisition, classroom management). Apply Cognitive Load Theory when designing dense content – first reduce extraneous load, then manage intrinsic load, finally add germane load. Choose Constructivist approaches for problem‑based or inquiry learning where learners have sufficient prior knowledge. Employ Transformative Learning in adult education or courses aiming at attitude/value change. Select Multimedia Learning when material is dual‑coded (needs both visual and auditory representation) and you can segment it. --- 👀 Patterns to Recognize “Cue‑Response” pattern in conditioning questions (identify US, NS, CS, CR). “Input‑Process‑Output” in memory models (sensory → short‑term → long‑term). “Surface vs. Deep” wording in transfer items – look for underlying principle clues rather than superficial wording. “Load‑Reducer” signals in multimedia items – presence of headings, bullet points, or highlighted keywords often indicate an attempt to lower extraneous load. “Reflection Prompt” in transformative learning scenarios – questions asking “How does this challenge your assumptions?” signal a transformative stage. --- 🗂️ Exam Traps Distractor: “Learning styles improve performance.” – Trap because the outline explicitly critiques learning‑style evidence. Distractor: “Punishment always decreases a behavior.” – Wrong; without reinforcement of an alternative, behavior may resurface. Distractor: “Surface similarity guarantees transfer.” – Incorrect; transfer depends on deep structural recognition. Distractor: “More multimedia slides = better learning.” – Misleading; can cause cognitive overload. Distractor: “Constructivism eliminates the teacher’s role.” – False; scaffolding is essential. Distractor: “All behaviorism ignores thoughts.” – Overgeneralization; radical behaviorism accounts for private events. ---