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Quiz: Application and Transfer

Test your understanding of knowledge transfer, near and far transfer, misconceptions, conceptual change, mental models, worked examples, and scenario-based assessment with these review questions.

1. According to the Barnett and Ceci taxonomy, which of the following is NOT one of the six dimensions along which transfer distance can vary?

  1. Knowledge domain
  2. Temporal context
  3. Learner intelligence
  4. Functional context
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The correct answer is C. Barnett and Ceci's taxonomy identifies six dimensions of transfer distance: knowledge domain, physical context, temporal context, functional context, social context, and modality. Learner intelligence is not one of the dimensions. The taxonomy describes the distance between training and transfer situations, not attributes of the learner. A given transfer task crosses some dimensions and not others.

Concept Tested: Knowledge Transfer

2. What is the central finding from the transfer literature regarding far transfer?

  1. Far transfer occurs automatically whenever knowledge is well-retained
  2. Far transfer happens but does not happen by accident — instruction must be explicitly designed for it
  3. Far transfer has been conclusively disproven by experimental research
  4. Far transfer only occurs in STEM disciplines
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The correct answer is B. The honest summary from the literature is that far transfer happens, but it does not happen by accident. Instruction that hopes for it without designing for it — through varied practice across surface features, scaffolded analogical mapping, and retrieval-intensive assessment — will usually not produce it. The disagreement between pessimists (Detterman) and optimists (Barnett & Ceci) centers on whether design can bridge the gap, not whether the gap exists.

Concept Tested: Far Transfer

3. A learner believes that electric current is "used up" as it travels through a light bulb. In Chi's framework, correcting this requires which type of conceptual change?

  1. Belief revision — replacing the incorrect claim with the correct one
  2. Mental model revision — repairing internal relations within the existing model
  3. Ontological shift — moving the concept from one fundamental category to another
  4. Schema extension — adding new facts to the existing knowledge base
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The correct answer is C. In Chi's framework, the move from "current is used up" (treating current as a substance that depletes) to "current is conserved; energy is transformed" (treating current as a flow) requires an ontological shift — changing the fundamental category of the concept. Ontological shifts are the hardest type of conceptual change and are where most persistent misconceptions reside, because the prior belief has been practiced for years and wins retrieval contests under cognitive load.

Concept Tested: Conceptual Change

4. According to the conceptual-change literature, what is the critical first step in correcting a misconception?

  1. Present the correct information clearly and repeatedly
  2. Surface the learner's prior belief by asking them to predict, then show where the prediction fails
  3. Provide additional practice problems using the correct model
  4. Test the learner on the correct answer until they can reproduce it
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The correct answer is B. The conceptual-change literature (Posner, Strike, Hewson, and Gertzog) specifies three steps: surface the prior belief through prediction, make the prior belief fail by presenting a case where it produces the wrong prediction, and then make the new belief intelligible, plausible, and fruitful. Textbooks that skip step one — presenting corrections without eliciting the misconception first — are trying to overwrite a belief they have not read.

Concept Tested: Misconception

5. The worked-example effect reverses for more advanced learners. What is this phenomenon called?

  1. The testing effect
  2. The expertise reversal effect
  3. The spacing effect
  4. The overjustification effect
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The correct answer is B. The expertise reversal effect (Kalyuga and colleagues, 2003) shows that as learners become more skilled, the advantage of worked examples shrinks and reverses. For intermediate and advanced learners, worked-example guidance becomes redundant and adds to extraneous load rather than reducing intrinsic load. This is why worked examples should fade as expertise grows, transitioning through completion problems to independent practice.

Concept Tested: Worked Example

6. In the example-problem pair fading sequence, what is the cognitive-load rationale for stage 3 (back-loaded completion problem, where early steps are blank)?

  1. It maximizes extraneous load to create desirable difficulty
  2. It exercises problem interpretation and setup — the hardest part of transfer
  3. It tests whether the learner can memorize solution procedures
  4. It reduces germane load to prevent working-memory overflow
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The correct answer is B. In a back-loaded completion problem, late steps are shown while early steps are blank, forcing the learner to exercise problem interpretation and setup. This is the hardest part of transfer because in real-world situations, the step that typically breaks for novices is selecting which method applies and structuring the problem — not executing the procedure. The scaffold reduction targets exactly the skill that matters most for real-world application.

Concept Tested: Example-Problem Pair

7. What distinguishes a scenario-based assessment from a standard recognition item on the same content?

  1. Scenario items use longer text while recognition items are shorter
  2. Scenario items require the learner to select, structure, and apply knowledge rather than retrieve a labeled procedure
  3. Scenario items are always multiple-choice while recognition items are always free-response
  4. Scenario items test recall while recognition items test transfer
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The correct answer is B. A scenario-based assessment presents a realistic, contextualized situation where the learner must first recognize what kind of problem they face, select the appropriate method, check assumptions, and apply knowledge — rather than simply retrieving a labeled procedure in response to a cue that names it. The key design moves include embedding cues in context, requiring selection before application, and crossing at least two Barnett and Ceci dimensions.

Concept Tested: Scenario-Based Assessment

8. In Gentner's structure-mapping theory, what makes an analogy educationally useful rather than misleading?

  1. The source and target domains share many surface features
  2. The source and target align on relational structure rather than surface features
  3. The analogy is drawn from the same academic discipline as the target
  4. The analogy uses concrete objects rather than abstract concepts
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The correct answer is B. Gentner's structure-mapping theory holds that good analogies align source and target on relational structure (how elements relate to each other) rather than on surface features (what things look like). The planetary analogy to the atom is useful because the relational structure carries over, but misleading when students import surface features (electrons as little balls at fixed distances). Effective instruction teaches the structural alignment and explicitly flags where the analogy breaks.

Concept Tested: Analogical Reasoning

9. The "surface-match trap" (loop R2) in the transfer dynamics diagram produces what harmful outcome?

  1. Learners develop anxiety about attempting new problems
  2. Learners lose all previously retained knowledge
  3. Learners develop overconfidence from near-transfer success while their far-transfer capability is starved
  4. Learners refuse to use worked examples during practice
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The correct answer is C. The surface-match trap (R2) is a reinforcing loop where repeated success on problems with matched surface features trains reliance on surface cues, which feels like mastery. This perceived competence reduces the motivation to seek structurally different problems, and surface-feature reliance suppresses structural abstraction. The loop produces the appearance of learning while quietly starving far-transfer capability.

Concept Tested: Knowledge Transfer

10. A mental model differs from memorized facts in that it allows the learner to do which of the following?

  1. Recall definitions more quickly on timed tests
  2. Predict, explain, trace, and reason counterfactually about how something works
  3. Recognize correct answers on multiple-choice assessments
  4. Reproduce textbook diagrams from memory
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The correct answer is B. A mental model is an internal representation of how something works — a runnable simulation the learner uses to predict behavior, diagnose failures, and plan actions. Diagnosing a mental model requires assessment that asks the learner to run it: predict outcomes, explain mechanisms, trace processes, and reason counterfactually ("What would happen if...?"). Simply asking "What is the formula?" tests storage, not the model.

Concept Tested: Mental Model