Learning Science · Using knowledge in a new situation
Nearer and farther transfer
Describe transfer as a set of changed demands and evaluate claims beyond the practised task.
Use the examples to connect this lesson with the earlier topics. No specialist equipment is needed.
Back to the chapterAfter reading, you can
- Identify dimensions along which a task changes.
- Distinguish practised success from broader transfer.
How new is the new task?
After practising fractions on a screen, a learner answers a paper question with different numbers. Another uses fraction reasoning to adapt a recipe without being told which method to choose. Both involve transfer, but they change different demands. Calling either simply “near” or “far” can hide what actually changed.
Distance has dimensions
Transfer can vary in content, format, context, time, response and required support. A new setting may be physically distant yet preserve an almost identical decision. A visually similar question may require a different principle. Describe the changes before ranking the distance.
Nearer transfer usually preserves more of the practised relationships and cues. Farther transfer involves more changes or less obvious relevance. These terms are comparisons, not fixed properties of a skill. The distance depends on what was learned, what the learner knows and how the new task is presented.
| Fraction check | Changed demand | What remains untested |
|---|---|---|
| New numbers, same symbolic sum | Values | Representation and spontaneous use |
| Diagram with explanation | Format and meaning | Practical selection |
| Fabric after cuts | Context and choosing fraction reasoning | Other uses, including probability |
Do not assume general training
Improvement on a game, puzzle or memory exercise shows improvement on that activity under the tested conditions. It does not establish a broad increase in intelligence, academic learning or everyday judgement. A broader claim requires outcomes that represent those abilities and an appropriate comparison.
Teaching for transfer can include varied cases, explicit comparisons, method-selection practice and explanations of boundary conditions. These activities give the learner a route to recognising a relation elsewhere. They do not guarantee every distant application. Check relevant new cases, including some without hints, and report what remains untested.
Worked example
Three fraction checks
What changes across the three fraction checks, and what remains untested?
- The first check changes only the numbers in a practised fraction sum. The second changes from symbols to a diagram and asks for an explanation. The third asks the learner to decide how much fabric remains after two cuts. Success on the first establishes a narrower result than success on all three. Even success on all three leaves other uses, such as probability reasoning, untested. The description of changed demands makes the evidence useful.
- Another useful dimension is the availability of a learning resource during the new task. A learner may fail to solve immediately but use a short explanation to learn the new application quickly. That is a different outcome from unaided solution. State which one matters in the setting instead of treating every transfer test as a contest in immediate independent recall.
Numbers, representation and independent recognition change across the checks. Success must be reported by those demands; probability reasoning and other applications remain untested.
Try it yourself
Think through each question before opening the answer.
Why is a new device an incomplete definition of far transfer?
Show the answer and reasoning
The device may change while the same cues and steps remain.
Transfer distance depends on the relevant cognitive demands, not physical novelty alone.
A puzzle app score doubles. What broader claim is justified?
Show the answer and reasoning
Only improvement on the measured task is established.
Broader reasoning or school outcomes require their own measures and comparison conditions.
What to carry forward
- Describe what changed between practice and use.
- Require evidence that matches the breadth of the transfer claim.
References
Sources supporting the explanations and learning checks in this lesson.
National Academies Press, United States2 sources