How does the depth at which you process information affect how well you remember it?
Shallow vs. deep encoding, elaboration, and the practical techniques that drive durable memory
Craik and Lockhart’s (1972) levels of processing framework proposes that memory is a by-product of the type of processing performed on incoming information: shallow processing (appearance, sound) produces weak, short-lived traces, while deep processing (meaning, elaboration, connection to prior knowledge) produces strong, durable ones. The implication for learning is that how you engage with material matters more than how many times you see it.
Most forgetting is not about memory capacity — it is about encoding depth. Rereading notes creates shallow traces through perceptual familiarity; explaining a concept to someone else creates deep traces through semantic elaboration and self-generation. Craik and Lockhart gave this distinction a theoretical framework in 1972, and the implication has been replicated across decades of research: it is not how often you see something but what you do with it that determines whether it stays. The practices below operationalize depth-of-processing for everyday learning.
The practices (6)
Craik and Lockhart proposed that encoding depth is determined by the level of analysis: structural (visual/orthographic), phonological (sound), or semantic (meaning). Semantic processing activates a far wider network of associations in long-term memory, creating more retrieval pathways for the new trace. The more existing knowledge a new item connects to, the more routes exist to reach it during retrieval — making it both more durable and more flexibly applicable.
- 1When encountering new material, resist writing it down immediately. Instead, ask: "What does this mean? How does it work? Why is it true?"
- 2Connect the new information to at least two things you already know before moving on.
- 3If you cannot connect it to anything, it likely needs a simpler prerequisite first.
- 4Use your own words when recording the material — paraphrase, do not transcribe.
Craik and Lockhart (1972) and Craik and Tulving (1975) provided experimental evidence that semantic processing produced substantially better retention than structural or phonological processing, using incidental learning paradigms where participants did not know they would be tested.
Honest caveat: The original "levels" metaphor has been revised; researchers now prefer "depth of elaboration" to avoid implying a strict linear hierarchy. The core finding — that semantic/elaborative processing beats surface processing — remains robust.
- — Craik & Lockhart (1972), Levels of processing: A framework for memory research, Journal of Verbal Learning and Verbal Behavior
- — Craik & Tulving (1975), Depth of processing and the retention of words in episodic memory, Journal of Experimental Psychology: General
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