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Types of Transfer: Applying What You Have Learned
Educational Psychology · Chapter 2: Memory, Thinking, and the Learning MindSection 2.8 · lesson 13 of 1009 min · free with a free account
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In this lesson
Positive and negative, near and far, specific and general.
- Define transfer and explain why it is not automatic
- Distinguish positive from negative transfer
- Compare near, far, specific and general transfer
- Apply varied practice and interleaving to promote transfer
Transcript
Everything said in the video, section by section (1,194 words). Read along, or search it.
Memory, Thinking, and the Learning Mind
Types of Transfer: Applying What You Have Learned
A student aces the unit test and fails the same idea three months later. In a different course. In a slightly different form. Everyone has watched this happen, and it has a name. This section is about transfer of learning. It is the application of what was learned in one context to a new one. We will separate four dimensions of transfer. Positive and negative. Near and far. Specific and general. Then we will look at what actually produces transfer in a classroom. Varied practice. Interleaving. Principles taught explicitly. Metacognition. None of those is accidental, which is the real message of this section.
The Goal
What Transfer Actually Means
Transfer of learning is applying knowledge or skills to a new context. Knowledge, skills, or strategies learned somewhere else. And it is arguably the whole point of education. We do not teach students merely to perform well on tests. We teach them to apply what they learned in novel situations, for life. But here is the difficulty, and it is a serious one. Transfer is neither automatic nor guaranteed. It depends on the depth of the original learning. It depends on how similar the learning and application contexts are. And it depends on whether learners understand the underlying principle, rather than only the surface-level procedure they were shown.
Direction
Positive and Negative Transfer
Transfer has a direction, and it can run either way. Positive transfer is when prior learning facilitates new learning. A student who has learned algebra finds it supports understanding physics equations. That is the case every curriculum is designed around. Negative transfer is when prior learning interferes with new learning. Consider a driver trained in a right-hand-drive vehicle. Now they must adapt to driving on the other side. Ingrained habits actively disrupt the new skill acquisition. That is negative transfer, and note what makes it worse. The stronger and more automatic the old habit, the more it interferes. Which means expertise itself can be an obstacle in the right circumstances.
Distance
Near Transfer and Far Transfer
The second dimension is distance. Near transfer happens when the new situation closely resembles the original. A student learns to solve quadratic equations. Then they solve slightly different quadratic equations on a test. That is near transfer, and most assessment measures only this. Far transfer happens when the application context is substantially different. Using logical reasoning learned in geometry to construct a persuasive essay. Nothing about the surface features matches. Only the structure does. Far transfer is more valuable educationally. It is also much more difficult to achieve. It requires a deeper, more flexible understanding of underlying principles. Which is exactly why it is rare, and why it has to be designed for.
Breadth
Specific and General Transfer
The third dimension is breadth. Specific transfer is the carry-over of particular habits, skills or knowledge. It moves from one task to a closely related one. Typing speed carrying across from one keyboard to another is specific transfer. General transfer is the application of broadly applicable principles. Strategies, or cognitive skills, applied across genuinely diverse domains. Logical reasoning is one. Metacognitive monitoring is another. General transfer is the foundation of what educators call transferable skills. Or twenty-first century competencies, depending on the document. It is also the hardest promise in education to actually deliver on. Claiming it is easy. Producing it takes deliberate design.
Key Idea
Teaching for Transfer Is a Design Choice
So here is the key idea of the section. Teaching for transfer is a design choice, not a natural outcome. It requires going beyond procedure to principle. It requires using varied examples and varied contexts. And it requires explicitly helping students identify where their knowledge applies. Notice that none of those happens by default. A lesson can teach a procedure cleanly, and practice it in one context. That lesson will produce near transfer only. And it will look completely successful while doing it. Which is the trap. Good near-transfer results hide the absence of far transfer. Far transfer is rare. It represents the deepest form of learning. It should be planned for rather than hoped for.
Varied Practice
Many Examples, One Principle
The most reliable strategy for promoting transfer is varied practice. That means applying concepts in multiple different contexts during learning. Not more practice. Differently distributed practice. Here is why the variety matters so much. When students see a concept illustrated through many different examples, they become better able to extract the principle that connects them. And it is the principle, not the example, that travels to a new situation. A single example teaches that example, thoroughly. Several dissimilar examples teach what they have in common. That common structure is a different thing, and a far more portable one. So when you choose a second example, choose one that looks different.
Interleaving
Making Students Choose the Method
Interleaving is the second strategy, and it is uncomfortable to use. It means mixing different problem types during practice. Rather than doing all of one type before moving to the next. The mechanism is worth stating precisely. Interleaving forces students to identify which approach applies to each problem. In blocked practice, they never have to decide. The method is given by the position on the page. But identifying the right approach is exactly what a novel situation demands. Here is the awkward finding about interleaving. Blocked practice produces better performance during practice. And worse performance later, when it counts. The discomfort of interleaving is the part doing the work.
Principles And Metacognition
Two More Levers
Two more levers, and both involve talking about thinking. The first is explicit discussion of abstract principles. And of the conditions under which those principles apply. Do not teach purely procedural steps. Discuss why a strategy works, and when it is most useful. Discuss how it connects to other concepts the student already has. The second lever is metacognitive instruction. Teach students to reflect on their own learning. And to identify parallels between a new situation and prior learning. That skill is what lets a student find a transfer opportunity unaided. Because here is the underlying problem with procedural teaching. A student taught only steps has nothing to apply when the surface changes.
Six Types
The Transfer Vocabulary in One Place
Six terms, all worth holding precisely. Positive transfer is prior learning helping new learning. Algebra skills aiding physics problem-solving. Negative transfer is prior learning hindering it. Right-hand driving habits obstructing adaptation to the other side. Near transfer is application in a similar context. A different but similar mathematics problem type. Far transfer is application in a very different context. Geometry reasoning applied to essay writing. Specific transfer carries particular habits, like typing speed across keyboards. General transfer applies broad principles, like metacognitive monitoring across subjects.
In Practice
From Short Stories to an Editorial
Here is a deliberate transfer sequence in one English classroom. The teacher teaches literary analysis using short stories. Familiar territory, and the surface features support the skill. Then she asks students to apply the same analytical framework elsewhere. To a newspaper editorial. Nothing about an editorial looks like a short story. The framework has to survive without the surface support. That is a near-to-far progression, and it was designed on purpose. Establish the skill in a familiar context, then displace it. The general recipe is short. Vary practice contexts. Interleave problem sets. Teach underlying principles explicitly, and build metacognitive awareness. And set assessment tasks that require application to genuinely novel problems. Those tasks do two jobs. They assess transfer, and they reinforce it.
About Educational Psychology at UPI Study
Educational Psychology (Psychology 120) is a self-paced online course of 100 video lessons in 11 chapters, from memory, conditioning and child development to motivation, individual differences, assessment, instruction and educational technology. It carries a NCCRS credit recommendation for 3 semester credits.
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