Research any topic before you write.

Find related topics. | Discover entities. | See connections. | Build a topical map.

Worked-example effect

The worked-example effect is a learning effect predicted by cognitive load theory.[full citation needed] Specifically, it refers to improved learning observed when worked examples are used as part of instruction, compared to other instructional techniques such as problem-solving:233 and discovery learning.[full citation needed] According to Sweller: "The…

Works & Art

Use the mouse wheel or two fingers (on touchscreens) to zoom in and out of the map.

Research this topic

Explore the main themes, entities and connections around Worked-example effect. Start with the topic map, then use the sections below for research and deeper semantic analysis.

Explore this topic

Start with a few of the strongest sections from the source topic. These are research directions, not a list of keywords you must use.

Developing effective worked examples

Extraneous cognitive loadSplit-attention effect
2 related topics

Audience

Cognitive skillDomain knowledgeInstructional designKnowledge transferCognitive flexibility
5 related topics

Evidence for

Cognitive TutorThink aloud protocol
2 related topics

Definitions

Problem solving
1 related topics

Topics to explore

Browse the full topic structure. Each item opens a new analysis centered on that subject.

Overview

Definitions

Evidence for

Developing effective worked examples

Audience

Advanced semantic analysis

Deeper signals for content research, entity SEO and topical coverage. The plain-language headings explain what each technical view is useful for.

Map overview Semantic statistics

Worked-example effect

Nodes21
Edges20
Triples28
Avg. degree1.9
Density0.095238
Components1

How this topic connects Entity context

See the strongest relationship patterns around the current topic before diving into the raw triples.

Worked-example effect

Top relations

related to Expertise reversal effect · 11
Worked-example effect → Although, Another, As Wise, However, In, Kalyuga, Mayer, Nievelstein, O'Neill, Quilici, The
related to Evidence for · 8
Worked-example effect → Cooper, Importantly, Pillay, Renkl, Sweller, The, They, While
is a · 1
Worked-example effect → learning effect predicted by cognitive load theory

Important terminology Word statistics

Use these terms to understand the vocabulary surrounding the topic, not as a checklist for keyword stuffing.

Important terminology

worked examples learning needed learners cognitive example effect load problem page used skill understanding solving one acquisition novice also problems

Entity relationships Subject–Predicate–Object triples

SubjectPredicateObjectConfidenceSrc
Worked-example effectis alearning effect predicted by cognitive load theory0.90text
problem-solvinginstance ofcompared to other instructional techniques0.80text
mechanicsinstance ofargues that both the worked-example effect and the expertise reversal effect that have been previously studied were based on well-structured cognitive tasks0.80text
interpreting poemsinstance ofFor creative pursuits0.80text
or learning contexts where there is an infinite number of potential confounding factors such as conflict resolutioninstance ofFor creative pursuits0.80text
effective leadershipinstance ofFor creative pursuits0.80text
or multicultural communicationinstance ofFor creative pursuits0.80text
solution steps are more difficult to describeinstance ofFor creative pursuits0.80text
worked-out examples may not be the most effective instructional methodinstance ofFor creative pursuits0.80text
Worked-example effectrelated to Evidence forThe0.60section
Worked-example effectrelated to Evidence forSweller0.60section
Worked-example effectrelated to Evidence forCooper0.60section

Related concept clusters Concept neighborhoods

These clusters group vocabulary that occurs around closely connected concepts in the source material.

    Connections between topic areas Semantic bridges

    Bridges can reveal useful research angles that are easy to miss in a flat list of related terms.

    Min side: 3
    For writers, content strategists, SEOs, marketers and creators — from quick topic research to advanced semantic analysis.