Understanding ebbinghaus — the forgetting curve

Hermann Ebbinghaus conducted psychology's first rigorous experiments on memory — using himself as the sole participant. Working in isolation in the 1870s–80s, he memorised thousands of lists of meaningless three-letter syllables (e.g. DAX, BUP, ZOL), then tested how much he retained after varying intervals. His data revealed that forgetting follows a predictable mathematical curve: rapid at first, then levelling off — a finding that has stood up for over 140 years.

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Researcher

Hermann Ebbinghaus

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Published

1885 — Über das Gedächtnis

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Method

Self-experiment: nonsense-syllable lists + savings score

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Key finding

Forgetting is rapid then levels off; spacing beats massed practice

Hermann Ebbinghaus

1850–1909

German psychologist who conducted the first controlled experimental studies of human memory. Invented nonsense syllables to study memory without prior-knowledge confounds, developed the savings method as a sensitive retention measure, and discovered the forgetting curve and the spacing effect — foundational contributions to both cognitive psychology and learning science.

How the study was conducted

Ebbinghaus designed both the stimuli and the measurement method from scratch — then served as his only participant.

Nonsense syllables

To eliminate the confound of prior associations, Ebbinghaus invented ~2,300 consonant-vowel-consonant nonsense syllables (DAX, BUP, ZOL). Using meaningless material meant any variation in memory could be attributed to storage and decay rather than to pre-existing knowledge. He memorised lists of 7–36 syllables across thousands of trials over several years.

Savings method

The key measure: the percentage reduction in re-learning time compared to the original learning time. A 50% savings score meant re-learning took half as long — capturing residual memory too weak for explicit recall. This was far more sensitive than asking participants to recall items outright, and became the template for later retention studies.

Systematic retention intervals

Ebbinghaus tested retention after intervals of 20 minutes, 1 hour, 9 hours, 1 day, 2 days, 6 days, and 31 days — mapping the full decay trajectory. He was scrupulous about keeping time of day, list length, and procedure constant to isolate the effect of the delay interval.

Overlearning and spacing manipulation

Beyond the basic forgetting curve, Ebbinghaus systematically varied the number of practice repetitions (overlearning) and the spacing of repetitions to compare massed vs. distributed practice. He found that 38 repetitions spaced across three days produced better retention than 68 massed repetitions in a single session — the first empirical demonstration of the spacing effect.

What Ebbinghaus discovered

The forgetting curve

Retention declines steeply in the first hour (~56% forgotten after 20 minutes) and then progressively flattens. After 24 hours roughly two-thirds is lost; after a month, close to 80%. The curve follows a logarithmic (power) function: forgetting is fastest immediately after learning and decelerates as time passes. This pattern holds across material types and has been replicated hundreds of times.

The spacing effect

Distributing practice sessions over time — with rest intervals between them — produces dramatically more durable retention than the same amount of practice crammed into one session. This was one of the most practically important findings in all of learning science, though it was largely ignored by educational practice for a century.

The serial position effect

Items at the beginning (primacy) and end (recency) of a list are recalled better than items in the middle. The primacy advantage likely reflects greater opportunity for rehearsal and transfer to LTM; the recency advantage reflects fresh traces in short-term memory. This finding anticipated the multi-store model of memory by 80 years.

Limitations and challenges

Single participant — himself

Every result rests on one person who knew the study's purpose and hypotheses. Demand characteristics, motivation cycles, and Ebbinghaus's unusual memory capacity cannot be ruled out. Subsequent replications with group participants have confirmed the overall shape of the curve but found individual variation in decay rates that his method could never detect.

Nonsense syllables lack ecological validity

Everyday memory is dominated by meaningful, emotionally relevant material — narratives, faces, conversations. Nonsense syllables strip away schema-based organisation, prior knowledge, and emotional salience, producing worst-case forgetting. Real-world retention of meaningful events is considerably better than Ebbinghaus's curves predict.

Savings vs. subjective forgetting

The savings method detects residual memory at a threshold that feels like complete forgetting to the learner. This is methodologically powerful but can create misleading communication: people have "forgotten" material by subjective experience long before the savings score reaches zero.

Why it still matters

The spacing effect as a core memory principle

Ebbinghaus's discovery that distributed practice produces dramatically more durable retention than massed practice — the spacing effect — is one of the most robust findings in all of memory research. It has been replicated across material types, populations, and retention intervals for over a century, and remains central to theoretical accounts of memory consolidation and forgetting.

Reconsolidation and memory modification

Modern research on memory reconsolidation — where retrieving a memory temporarily destabilises it — can be seen as an extension of Ebbinghaus's retrieval framework. His savings method captured the idea that retrieval itself affects memory strength, anticipating the testing effect demonstrated a century later.

What did Ebbinghaus use nonsense syllables for?+

To eliminate the influence of prior knowledge and associations. Meaningful words trigger pre-existing memories and schemas that inflate recall. Nonsense syllables allowed Ebbinghaus to study pure storage and decay with no such confounds — giving a baseline picture of memory in its most stripped-down form.

What is the savings method?+

A measure of retained memory based on how much less time re-learning takes compared to the original learning. If a list took 10 minutes originally and 4 minutes to relearn after a delay, savings = 60%. It detects memory traces that are too weak for explicit recall, making it more sensitive than direct recall measures.

Does the forgetting curve apply to real-world memories?+

The overall shape — rapid initial forgetting that decelerates — is robust and has been replicated with meaningful material. However, rates differ substantially: emotional, self-relevant, or well-elaborated memories decay far more slowly than Ebbinghaus's nonsense syllables. The curve is a worst-case baseline, not a universal constant.

Last reviewed August 2026
  1. 1.

    Ebbinghaus, H. (1885). Über das Gedächtnis: Untersuchungen zur experimentellen Psychologie. Duncker & Humblot. (Translated as Memory: A Contribution to Experimental Psychology, 1913.)

    +About this source

    The original monograph reporting all forgetting curve data, savings method, spacing effect, and serial position findings from thousands of self-administered trials.

  2. 2.

    Murre, J. M. J., & Dros, J. (2015). Replication and analysis of Ebbinghaus' forgetting curve. PLOS ONE, 10(7), e0120644. https://doi.org/10.1371/journal.pone.0120644

    +About this source

    Replication of the original forgetting curve with a single participant and modern methods, confirming the logarithmic decay function with more rigorous controls.

  3. 3.

    Roediger, H. L., & Karpicke, J. D. (2006). The power of testing memory: Basic research and implications for educational practice. Perspectives on Psychological Science, 1(3), 181–210. https://doi.org/10.1111/j.1745-6924.2006.00012.x

    +About this source

    Review connecting Ebbinghaus's retrieval-based savings method to the modern testing effect, demonstrating that active retrieval is a far more effective learning strategy than restudying.