Does Memory Accessibility Affect How Much We Learn from Studying?
Adults / lifelong learning Foundations of optimal learning Attention and memory
Links to claims
Supports (1)
| Claim | Basis |
|---|---|
| C1 | Priming doubled stem recall during practice (0.613 vs 0.312) with no change on the later stem-only test (0.501 vs 0.486): access under extra cues at practice is not later matched-cue access. Consistent with C1's criterion; not a kill-condition test (rejected as an attack 2026-09-29). |
Challenges (1)
| Claim | Basis |
|---|---|
| C0 | Retrieval success manipulated by priming did not change final recall after retrieval with feedback; bears on C0's 'correctly retrieved' clause; no restudy arm, single trial, immediate test. Queued, not a verdict. |
Review state: first-pass draft, pending human review.
Source note (Swedish, verbatim from the Kunskapsbank)
Syntes: Kornell (2025) — does memory accessibility affect how much we learn from studying?
Källa: Kornell, N. (2025). Does memory accessibility affect how much we learn from studying? Behavioral Sciences, 15(6), 760. https://doi.org/10.3390/bs15060760
Metadata
- ID:
LEARN-012 - Tier: RCT (two preregistered within-participant experiments; OSF st4dx, p. 3)
- N / design: Prolific adults. Exp 1 N = 77 after exclusions (p. 4); Exp 2 N = 145 (p. 7). 48 target nouns (from Nelson et al. 1998 norms) per participant. Phase 1: pleasantness rating of each word. Phase 2: a sentence that either primed the target (it contained two associates, e.g. "The sea wave was huge" → OCEAN) or was unrelated, then either a second pleasantness rating (Exp 1, restudy) or a two-letter-stem recall attempt with 2 s feedback (Exp 2). Phase 3: final two-letter-stem recall, immediately after phase 2, same session (pp. 4–7).
- Population: adults (mean age 25 in Exp 1 and 30 in Exp 2; pp. 4, 7).
- Full text: MDPI publisher PDF, read in full 2026-09-29 (page numbers below are the article's "x of 12").
Finding
- Exp 1 (priming before restudy): final accuracy was 0.476 (SD 0.238) primed vs 0.462 (SD 0.240) not primed. BF10 = 0.243, and 0.060 for the directional not-primed > primed hypothesis, which supports the null. Priming main effect F(1, 76) = 1.07, p = 0.30 (p. 6).
- Exp 2 (priming before retrieval with feedback): priming roughly doubled retrieval success during practice, 0.613 (SD 0.182) primed vs 0.312 (SD 0.174), d = 1.58 (p. 8). Final test showed no effect: 0.501 vs 0.486, BF10 = 0.22, d = 0.11; directional BF10 = 0.041 (p. 9).
- Conditional analysis (Exp 2): items recalled correctly during practice scored 0.68 on the final test vs 0.33 for items not recalled. The author attributes this to item selection, not to a causal effect of success (p. 9).
- Conclusion: momentary accessibility, retrieval difficulty and retrieval success had no causal effect on learning. The known correlation between lower accessibility and more learning (spacing) may come from forgetting processes, which were equal across conditions here (pp. 9–10). The author concludes that retrieval difficulty per se should not be counted as a desirable difficulty (p. 10).
Limits (author and reader)
- Accessibility was measured with one test (two-letter stem), and this may not capture pure semantic activation (p. 9).
- The final test was immediate, in the same session. Other materials and longer retention intervals are untested (p. 10).
- There was no restudy-only or no-practice control in Exp 2, so the design says nothing about retrieval vs restudy. Initial encoding (phase 1) was identical across conditions.
- Word lists; online adult sample; exclusion rule corrected from a preregistration typo (p. 4).
Relevance to the graph
- C1: the primed boost is access under extra cues (related sentence + stem) at the moment of practice. It did not show up on the later matched-cue test (stem only). This is consistent with C1's criterion: later access under cue conditions that match the criterion, not in-the-moment access with added cues. It is not a test of C1's kill-condition, because there is no restudy contrast and no manipulation of encoding. Rejected as an attack on C1 on 2026-09-29 (see reports/attack-2026-09-29-kornell.md).
- C0 (queued challenge, not a verdict): retrieval success at practice, when it was manipulated this way, did not change later recall after retrieval with feedback. This bears on C0's clause "items correctly retrieved repeatedly in practice". The design has no restudy arm, a single practice trial and an immediate test. See Chan et al. 2024 (DOI 10.1037/xge0001593) for the direct test.
Swedish implication
Getting it right in practice with a hint, or with a related cue just before, is not evidence that it has been learned. Check later, with the prompt it will actually be needed for.
Links
- DOI: https://doi.org/10.3390/bs15060760
- Related: tulving-pearlstone-1966-availability-accessibility, rowland-2014-testing-effect-meta, bjork-bjork-2020-desirable-difficulties, cepeda-etal-2006-distributed-practice
Metadata as recorded
- ID
- LEARN-012
- Tier
- RCT
- Closed-book follow-up
- ja (final two-letter-stem cued recall, same session, immediately after restudy; no materials available)
- Titel
- Does Memory Accessibility Affect How Much We Learn from Studying?
- Författare
- Kornell, N.
- År
- 2025 (published 1 Jun 2025)
- Källa/DOI
- https://doi.org/10.3390/bs15060760
- URL
- https://www.mdpi.com/2076-328X/15/6/760
- Typ
- two preregistered within-participant online experiments (Prolific adults; Exp 1 N=77, Exp 2 N=145); semantic priming before restudy (Exp 1) or before retrieval with feedback (Exp 2); final stem-cued recall
- Åldersgrupp
- vuxen-livslangt (Prolific adults, mean age 25 and 30)
- Teman
- optimalt-larande-grunder; uppmarksamhet-och-minne
- Sparade fil
- Kornell-2025-memory-accessibility-learning.pdf (OA CC BY 4.0; MDPI publisher PDF, fetched 2026-09-29)
- Hämtad
- 2026-09-29
- Paywall
- OA (Behavioral Sciences 15(6), 760; also PMC12189866)
Original files held in the project (not published): Kornell-2025-memory-accessibility-learning.pdf