Goldlist Method

Definition:

The Goldlist Method is a vocabulary learning system created by David James Mansaray (YouTube username: Huliganov) in which the learner hand-writes vocabulary items in a physical notebook, waits at least two weeks, then “distills” the list by keeping only forgotten items and rewriting them — a cycle that is claimed to leverage the brain’s natural long-term memory processes rather than the algorithmically scheduled retrieval of spaced repetition software. The system explicitly rejects flashcard-based SRS tools like Anki on the grounds that effortful recall under testing conditions is cognitively stressful and reinforces short-term memory rather than the deep, naturally consolidated long-term memory that Mansaray argues the Goldlist method targets. While the system has no formal SLA research validation, it has a loyal following among learners who find SRS demotivating or who prefer analog study, and it generates sufficient community discussion to make it a consistently searched language learning term.

How the Method Works

The Goldlist Method operates on a physical notebook (typically A4 or similar) with a strict workflow:

Step 1 — The Gold List (Head List): Write 25 new vocabulary items (word + translation, or word + sentence) in a notebook. Don’t try to memorize them; just write them calmly, reading each item aloud once. Date the entry.

Step 2 — Wait at least two weeks. Do not review the list during this period. The theory is that the brain is consolidating memories naturally during this time, and reviewing would disrupt the consolidation process by re-encoding items through short-term retrieval rather than long-term consolidation.

Step 3 — Distillation 1 (D1): After two weeks, go back to the Head List. Read each item and notice which ones you still know. Write down only the ~30% you’ve forgotten into a new Distillation 1 list (around 7–8 items from 25). The remembered items are considered “in long-term memory” and no longer need work.

Step 4 — Repeat. The D1 list (7–8 items) is distilled again after two weeks into D2 (2–3 items), and so on until the list is empty. The cycle continues indefinitely on new vocabulary.

The principle: Mansaray claims that approximately 30% of items naturally fall into long-term memory at each 2-week cycle without explicit review. The distillation removes remembered items so study time concentrates on genuinely difficult items. Over time, a large vocabulary is acquired without the psychological pressure of SRS testing and without stressful active recall.

The Anti-SRS Position

Mansaray is explicitly critical of spaced repetition software, arguing:

SRS tests short-term memory, not long-term memory. The review intervals of systems like Anki are typically hours to days; the Goldlist method’s minimum 2-week interval is designed to target genuinely long-term storage.

Testing is stressful; writing is enjoyable. SRS retrieval practice creates stress (will I remember this?) that Mansaray argues is cognitively counterproductive. Writing calmly without testing is more sustainable and more pleasant.

The method scales to any vocabulary size. A learner can handle unlimited lists without the review pile management problem that SRS users face when they fall behind.

Whether these claims are neurologically accurate is contested — the memory research on testing effects (see Roediger & Karpicke, 2006) generally shows that retrieval practice produces better long-term retention than passive re-exposure, which is the opposite of Mansaray’s claim. However, “better for the population” does not necessarily mean “better for every individual,” and the motivational sustainability advantage of an enjoyable method should not be dismissed.

David James Mansaray (Huliganov)

Mansaray is a British-born polyglot who speaks many European languages and created the Goldlist method from personal practice. His YouTube channel (under the name “Huliganov”) features language demonstration videos and method explanations. He is not an academic linguist; the method is entirely practitioner-developed and has not been peer-reviewed or subject to controlled study.

History

~2006–2008 — Method development. Mansaray developed the Goldlist Method from personal vocabulary study practice and began documenting it online in the mid-2000s.

~2010–2015 — Polyglot community spread. The method spread through polyglot YouTube and blog communities as an alternative to SRS. Its non-software, non-testing framing attracted learners who found Anki’s interface or review pressure demotivating.

2015–present — Ongoing niche following. The Goldlist method is a permanent fixture in language learning communities — frequently mentioned in “alternatives to Anki” discussions and in “what is your vocabulary method?” community polls. It is especially popular among older learners and those who prefer pen-and-paper study.

Common Misconceptions

“The Goldlist method is scientifically validated.”

It is not. The method’s underlying claim — that passive re-reading (no active recall) at 2-week intervals produces superior long-term retention to retrieval practice — is contrary to the dominant finding in memory research (the testing effect / retrieval practice effect). The motivational benefits are real; the neurological superiority claim is not established.

“You can’t use Goldlist and SRS together.”

Mansaray argues against SRS, but nothing prevents learners from using both systems for different purposes — Goldlist for bulk new vocabulary introduction, SRS for items that require more deliberate consolidation. Some learners do exactly this.

“It’s slow — you only do 25 items per session.”

The 25-item limit per session is deliberate (Mansaray caps it to maintain calm and prevent cognitive overload). A learner who does one session per day writes 25 new items daily — 750+ items/month — which is rapid if the distillation retention rate holds.

Criticisms

Contradicts retrieval practice research. The forgetting curve research (Ebbinghaus), spacing effect research, and testing effect research (Roediger & Karpicke) collectively show that active retrieval produces better long-term retention than passive review. The Goldlist method explicitly avoids active retrieval. Proponents argue the comparison is between “passive writing” and “stressful flashcard testing,” and that the quality of encoding during calm writing compensates.

No controlled studies. There are no peer-reviewed studies of the Goldlist method. All evidence is anecdotal and selection-biased (practitioners who found it worked share it; those who found it ineffective may drop it silently).

Handwriting requirement limits scalability to digital learning contexts. The method requires a physical notebook and handwriting, which doesn’t integrate with digital vocabulary sources, electronic dictionaries, or subtitle-mining workflows.

Social Media Sentiment

The Goldlist method has a loyal defender community in polyglot and language learning spaces. It is particularly well-regarded in the general polyglot community (as opposed to the more immersion-focused Japanese learning community, which tends toward Anki/SRS). On r/languagelearning, it receives positive treatment alongside skeptical questions about the memory claim.

Its chief attraction is the proposition that “calm” vocabulary acquisition without testing pressure is both effective and sustainable. For learners who experience Anki review as a source of anxiety or who have large SRS backlogs, it represents a psychologically accessible alternative.

Last updated: 2026-04

Practical Application

If you want to try the Goldlist Method:

Get a physical A4 or A5 notebook. The method genuinely requires hand-writing; digital lists defeat the purpose (Mansaray argues the writing-by-hand encoding is part of the mechanism).

Date every entry. You need to know when 2 weeks have passed before distilling.

Stop at 25 items per session. The cap is intentional — it keeps sessions enjoyable and below the threshold of cognitive fatigue.

Don’t cheat by reviewing. The method requires trusting the 2-week consolidation window.

For digital vocabulary needs: Some learners maintain both a Goldlist notebook for new vocabulary and Anki or Sakubo for high-priority items (sentences, sentence mining from media). The two approaches can complement each other rather than requiring an either/or choice.

Related Terms

Research

Roediger, H. L., & Karpicke, J. D. (2006). Test-enhanced learning: Taking memory tests improves long-term retention. Psychological Science, 17(3), 249–255. [Summary: The testing effect — retrieval practice (active recall) produces significantly better long-term retention than passive re-reading, directly contradicting the Goldlist claim that passive writing is superior to flashcard testing for long-term memory.]
Ebbinghaus, H. (1885). Über das Gedächtnis: Untersuchungen zur experimentellen Psychologie [Memory: A Contribution to Experimental Psychology]. Duncker & Humblot. [Summary: The foundational forgetting curve and spacing effect research — provides the scientific background for both spaced repetition (which explicitly builds on this) and the Goldlist (which claims to harness the same memory dynamics differently).]
Kornell, N., & Bjork, R. A. (2008). Learning concepts and categories: Is spacing the “enemy of induction”? Psychological Science, 19(6), 585–592. [Summary: Spacing and desirable difficulties research — shows that conditions that feel effortful and impair immediate performance often enhance long-term retention (spacing, interleaving), relevant to evaluating the Goldlist claim that low-effort passive writing produces better long-term memory than effortful retrieval practice.]
Baddeley, A. D. (2000). The episodic buffer: A new component of working memory? Trends in Cognitive Sciences, 4(11), 417–423. [Summary: Working memory and episodic memory architecture — relevant to understanding why the encoding conditions of hand-writing (motor output, calm attention, episodic context) might produce distinctive memory traces compared to computer-based flashcard encoding.]
Nation, I. S. P. (2001). Learning Vocabulary in Another Language. Cambridge University Press. [Summary: Vocabulary acquisition research providing context for evaluating both SRS-based and Goldlist-style approaches — covers incidental vs. deliberate vocabulary learning and the word-knowledge characteristics that predict retention.]