C11 Spacing and interleaving
narrowed 4 attacks: 2 survived, 2 narrowed · serves Q1 · last change 3 November 2026
Spacing practice out over time and interleaving different problem types lead to better results on delayed closed-book tests than massed or blocked practice, within realistic classroom time, but a lasting advantage over a whole school year is not established: in a year-long randomised trial in 62 grade-5 maths classrooms in Nigeria, mixing problems from earlier lessons into daily practice raised end-of-term tests, taken about a month after the material was taught, by about 0.28 standard deviations, yet left a cumulative end-of-year test essentially unchanged (0.03 standard deviations, not significant; gains concentrated among lower achievers, possible losses for the highest achievers; a working paper, not yet peer reviewed) (Kremer et al. 2026). Nor is a spacing advantage shown for practising a maths procedure: in a preregistered experiment, 235 university students who practised permutation problems on a computer in two sessions 1 or 11 days apart did no better one or five weeks later than students who did the same practice in one session (Ebersbach & Barzagar Nazari 2020).
In practice
Spread practice on the same material over several sessions instead of doing it all at once, and mix different kinds of problems within a practice session instead of practising one kind at a time. Judge the payoff on a test taken later, without notes, but do not count on the head start still showing at the end of the school year.
Go deeper
Where it holds
Main limits
- About when practice happens and how problem types are mixed, not about recalling versus rereading (C0).
- Interleaving helps overall, but blocking was better for words, and the effect depends on how similar the categories are (Brunmair & Richter 2019).
- Learners tend to misjudge which practice works, so these methods may feel worse while working better (Bjork, Dunlosky & Kornell 2013).
- In a year-long randomised trial in 62 grade-5 maths classrooms in Nigeria, mixed practice raised end-of-term tests (about a month after teaching) by about 0.28 standard deviations but not a cumulative end-of-year test (0.03, not significant); gains were largest for weaker pupils, with possible losses for the strongest (Kremer et al. 2026; working paper, not yet peer reviewed).
- For practising a maths procedure, spacing did not beat one-session practice one or five weeks later in a preregistered experiment with 235 university students (Ebersbach & Barzagar Nazari 2020); it may help less for procedures than for facts.
All limits (17)
Inside the circle: the core of the claim. Outside: every bound and carve-out in the claim file, numbered, with the attack that forced or added it where the record shows one.
forced by a narrowing attackin the original wordingwritten at creation, or added without a narrowing
Warm cards in the list were added by later attacks; plain cards were in the original draft or written at creation.
This claim is about spacing (spreading practice over time instead of massing it in one session) and interleaving (mixing problem types instead of practising one type at a time), not about retrieval practice versus rereading (that is C0).
Written when the claim was created (14 October 2026); not forced by an attack
Evidence in the project: Cepeda et al. 2006 (review of distributed practice); Dunlosky et al. 2013 (review of learning techniques); Brunmair & Richter 2019 (interleaving meta-analysis: interleaving helps overall, but blocking was better for words, and the effect depends on how similar the categories are); Weinstein, Madan & Sumeracki 2018 (review); Bjork, Dunlosky & Kornell 2013 (learners misjudge which practice works, so these techniques may need to be imposed rather than chosen).
Written when the claim was created (14 October 2026); not forced by an attack
The comparison in realistic classroom time has not yet been checked study by study in this project.
Written when the claim was created (14 October 2026); not forced by an attack
Durability bound (added 2026-10-15, nightly attack): Kremer, Gray-Lobe, de Laat & van der Haar 2026 (NBER Working Paper 31853, revised February 2026; working paper, not peer reviewed; full text read): 62 Bridge Nigeria schools randomised (one grade-5 classroom each, 687 students) to interleaved or blocked maths practice for a full school year, same number of problems, scripted lessons; interleaved sets mixed the topic of the day with problems from earlier lessons in the term (so spacing changed too).
Forced by attack #1 · Kremer, Gray-Lobe, de Laat & van der Haar 2026 (preprint) · 15 October 2026
End-of-term posttests (material taught on average 29–39 days earlier): +0.28 SD; cumulative end-of-year test (material taught on average about 145 days earlier): +0.03 SD (95 % CI −0.28 to 0.34), significantly smaller than the posttest effect (p = 0.02); larger gains for lower achievers (+0.54 SD on posttests one SD below the mean), possible harm for the highest achievers (−0.33 SD at the 90th percentile on the cumulative test).
Forced by attack #1 · Kremer, Gray-Lobe, de Laat & van der Haar 2026 (preprint) · 15 October 2026
The authors call the year-end result inconclusive (moderate effects either way cannot be ruled out) and note that frequent tests gave both arms spaced, mixed practice.
Forced by attack #1 · Kremer, Gray-Lobe, de Laat & van der Haar 2026 (preprint) · 15 October 2026
So the advantage is shown at about a month in that classroom trial, not over a whole year.
Forced by attack #1 · Kremer, Gray-Lobe, de Laat & van der Haar 2026 (preprint) · 15 October 2026
Procedural-skill bound (added 2026-10-16, extra run 4): Ebersbach & Barzagar Nazari 2020 (Frontiers in Psychology 11, 811; preregistered on OSF): 3 (gap between two practice sets: none, 1 day, 11 days) × 2 (test after 1 or 5 weeks) between-subjects, 235 university students (38–40 per cell), computer tutorial and practice on permutation tasks taken from Rohrer & Taylor (2007), same amount of practice; robust regression: spaced vs massed B = −0.02 (SE 0.18, p = .91), 11 vs 1 day B = 0.26 (p = .10), no interaction with test delay; only the longer delay lowered scores (5 weeks M = 1.63 vs 1 week M = 2.53).
Forced by attack #2 · Ebersbach & Barzagar Nazari 2020 · 16 October 2026
Not a classroom study; one procedure; the authors suggest spacing works less reliably for procedural than declarative knowledge.
Forced by attack #2 · Ebersbach & Barzagar Nazari 2020 · 16 October 2026
Contrasts with Rohrer & Taylor 2006, who found a spacing benefit on similar permutation tasks after four weeks (as summarised by Ebersbach & Barzagar Nazari).
Forced by attack #2 · Ebersbach & Barzagar Nazari 2020 · 16 October 2026
Kill-condition test survived 2026-10-17: Murray, Horner & Göbel 2025 (Educational Psychology Review 37, 75; preregistered meta-analysis; full text read in the accepted manuscript): in 17 course-embedded mathematics studies (26 effect sizes; exams two days to five weeks after the last practice), spaced practice beat massed practice by g = 0.24 (95% CI 0.155 to 0.324).
Added with attack #3 (survived; it did not narrow the claim) · Murray, Horner & Göbel 2025 · 17 October 2026
All US, mostly university, nearly half the effects from theses or a conference paper; spacing and interleaving are mixed together in these course designs.
Added with attack #3 (survived; it did not narrow the claim) · Murray, Horner & Göbel 2025 · 17 October 2026
Kill-condition test survived 2026-11-03 (nightly attack): Ruitenburg, Goos, Lambert, Kirschner, Jarodzka & Camp 2026 (Educational Psychology Review 38, 137, DOI 10.1007/s10648-026-10225-5; open access, full text read): three-level meta-analysis of experiments in authentic primary and secondary classrooms (typically developing pupils aged 6–18, curricular content, active comparison condition, practice and test in school, basic quality criteria; published 2006–2024).
Added with attack #4 (survived; it did not narrow the claim) · Ruitenburg, Goos, Lambert, Kirschner, Jarodzka & Camp 2026 · 3 November 2026
Distributed practice g = 0.20 (95% CI 0.03–0.36; 15 studies, 56 effect sizes, 2,010 pupils): against massed practice g = 0.39, against less-distributed practice not significant; retention interval 1 day–1 week g = 0.21 (p = .06), over 1 week g = 0.24; significant only when the gap between sessions was 10–100% of the retention interval (g = 0.31).
Added with attack #4 (survived; it did not narrow the claim) · Ruitenburg, Goos, Lambert, Kirschner, Jarodzka & Camp 2026 · 3 November 2026
Interleaved versus blocked g = 0.40 (95% CI 0.10–0.71; 10 studies, 57 effect sizes, 1,902 pupils): significant with no feedback (g = 0.25) or delayed feedback (g = 0.82, 5 effect sizes) but not with immediate feedback during practice (p = .75); the authors call their explanation conjecture.
Added with attack #4 (survived; it did not narrow the claim) · Ruitenburg, Goos, Lambert, Kirschner, Jarodzka & Camp 2026 · 3 November 2026
No sign of publication bias (Egger).
Added with attack #4 (survived; it did not narrow the claim) · Ruitenburg, Goos, Lambert, Kirschner, Jarodzka & Camp 2026 · 3 November 2026
Few interleaving studies, mostly procedural maths; sparse moderator cells.
Added with attack #4 (survived; it did not narrow the claim) · Ruitenburg, Goos, Lambert, Kirschner, Jarodzka & Camp 2026 · 3 November 2026
7 of 17 bounds and carve-outs were forced by a specific attack. 2 attacks hit the boundary and did not move it: #3, #4.
How it changed
The ledger records 4 attacks, but no earlier wording of C11 is on record, so the text cannot be replayed step by step. Only the current wording is shown.
Spacing practice out over time and interleaving different problem types lead to better results on delayed closed-book tests than massed or blocked practice, within realistic classroom time, but a lasting advantage over a whole school year is not established: in a year-long randomised trial in 62 grade-5 maths classrooms in Nigeria, mixing problems from earlier lessons into daily practice raised end-of-term tests, taken about a month after the material was taught, by about 0.28 standard deviations, yet left a cumulative end-of-year test essentially unchanged (0.03 standard deviations, not significant; gains concentrated among lower achievers, possible losses for the highest achievers; a working paper, not yet peer reviewed) (Kremer et al. 2026). Nor is a spacing advantage shown for practising a maths procedure: in a preregistered experiment, 235 university students who practised permutation problems on a computer in two sessions 1 or 11 days apart did no better one or five weeks later than students who did the same practice in one session (Ebersbach & Barzagar Nazari 2020).
What would change this
What would kill it: A meta-analysis or large classroom trial in which massed or blocked practice matches or beats spacing and interleaving on a delayed closed-book test, within realistic classroom time. Narrowed on promotion from the bank's “lose to” to “matches or beats”, and the retrieval part dropped (it is C0) (approved by Jonatan 2026-10-14). Bank wording (Swedish, verbatim): “Meta där retrieval/spacing/interleaving förlorar mot reread/massed under ekologisk klassrumstid med delayed closed-book.”
Attack record
4 attacks: 2 survived, 2 narrowed. Counts of attacks, not a score.
Full attack list (4)
- #1 narrowed 15 October 2026 · Kremer, Gray-Lobe, de Laat & van der Haar 2026 (preprint) · target: kill-condition
In a year-long randomised trial in 62 Nigerian grade-5 maths classrooms, interleaved practice (about half of each day's practice problems drawn from earlier lessons in the term) raised end-of-term posttests by 0.28 SD over blocked practice with the same number of problems, but its effect on a cumulative end-of-year test covering the same material was 0.03 SD (95 % CI −0.28 to 0.34), significantly smaller than the posttest effect, so blocked practice matched interleaving on that delayed closed-book test within realistic classroom time and C11's kill-condition is met for the year-long horizon.
Strongest reading and verdict reasoning
Steelmans to: C11 dies on "a meta-analysis or large classroom trial in which massed or blocked practice matches or beats spacing and interleaving on a delayed closed-book test, within realistic classroom time"; this is the first experimental evaluation of interleaving run over a full academic year, school-randomised, practitioner-delivered through scripted lessons in ordinary classrooms, with the problem count held equal; on the cumulative test (content taught on average about 145 days earlier) interleaving gave 0.03 SD, nearly ten times smaller than the 0.24 SD predicted from the posttest gains (surrogate analysis), and quantile estimates suggest harm at the top of the distribution (−0.33 SD at the 90th percentile).
Why: Nightly-attacks 2026-10-15 Europe/Stockholm. Full text read (NBER PDF, revised February 2026; not stored). Design: 63 Bridge Nigeria schools, one excluded, 62 randomised (one grade-5 classroom each; 28 interleaved, 34 blocked; strata with one school dropped, one interleaved school had no eligible students); 687 incumbent students, mean age 9.81. Two 45-minute maths periods a day; same "my turn" worked examples in both arms; in interleaved classrooms the "your turn" problems mixed the topic of the day with problems from earlier lessons in the same term (roughly half each, mostly from the preceding three lessons or the current 3–5-lesson unit), so the program changes spacing as well as interleaving (the authors say effects cannot be attributed to interleaving alone). Tests: 30 open-ended items, graded by another teacher. Termly posttests (retention intervals on average 39, 38 and 29 days): +0.28 SD (Table 3, Panel B), similar across terms (largest 0.31 SD on the third). Cumulative test, five days after the program ended, items mirroring the three posttests, content introduced on average 145 days earlier: +0.03 SD (95 % CI −0.28 to 0.34); test of equal effects p = 0.02. Students one SD below the mean: posttests +0.54 SD; on the cumulative test the 20th-percentile effect was 0.49 SD but the 90th-percentile effect −0.33 SD (p < .05). Follow-up: 97 % for the posttest index; about 78 % in comparison schools for the cumulative test, 4 points lower in interleaved schools (ns). Kill withheld: (1) the same trial shows interleaving beating blocked practice on tests taken about a month after the material was taught, which is a delayed closed-book test within classroom time, so the claim survives at that horizon; (2) the cumulative estimate is imprecise and the authors call the study inconclusive on cumulative performance and say moderate positive or negative effects cannot be ruled out; (3) one setting (low-cost private schools with scripted lessons, frequent tests that themselves give spaced, mixed practice to both arms), one subject, one grade; (4) working paper. Context, as reported by the authors: the longest earlier interleaving program in maths ran four months in Florida and found 0.83 SD after one month (Rohrer et al. 2020); a two-day intervention gave 0.34 SD ten weeks later (Ziegler & Stern 2014). Not a restatement: C11's Bounds name Brunmair & Richter 2019 (blocking better for words; similarity of categories) and say the comparison in realistic classroom time had not been checked study by study; nothing on the claim limited the horizon. First ledger entry on C11. Claim, Bounds and Ages rewritten same turn; brief and the practical rule rewritten.
In a preregistered experiment with 235 university students, practising a maths procedure (permutation problems) in two sessions 1 or 11 days apart gave no better scores one or five weeks later than the same practice in one session (spaced vs massed B = −0.02, p = .91), so C11's claim that spacing beats massed practice on delayed closed-book tests does not hold for this kind of procedural practice.
Strongest reading and verdict reasoning
Steelmans to: C11 states spacing beats massed practice on delayed tests in general; a preregistered, adequately sized between-subjects test of exactly that contrast, with two delays (1 and 5 weeks) and the same tasks that once showed a spacing benefit (Rohrer & Taylor 2006/2007), found no spacing effect and no lag effect.
Why: Extra run 2026-10-16 (extra 4) Europe/Stockholm, ordered by Jonatan. Reached under the targeting rules after C9 (3e), C4 and C7 were fruitless. Full text read (open access, Europe PMC PMC7201105; not stored). Design: 3 (inter-study interval 0, 1, 11 days) × 2 (retention interval 1 or 5 weeks), all between-subjects, preregistered (OSF); 273 recruited, 235 analysed (38–40 per cell; mean age 24; paid); computer tutorial on permutations, two practice sets of four tasks, final test of procedural knowledge. Robust regression (1,000 bootstrap samples): spaced (1 or 11 days) vs massed B = −0.02 (SE 0.18, p = .909); 11 vs 1 day B = 0.26 (p = .103); RI × spacing interactions p = .078 and .633; longer delay lowered scores (B = −0.47, p = .001; 5 weeks M = 1.63, 1 week M = 2.53). Kill withheld: not a meta-analysis or classroom trial; university students working individually on a computer; one procedure; Rohrer & Taylor 2006 found spacing helped on the same kind of task after four weeks. Not a restatement: C11's existing bound is about durability over a school year (Kremer et al. 2026) and its Bounds mention item similarity for interleaving (Brunmair & Richter 2019); nothing limited the spacing half to declarative content. Not a preprint. Claim, Bounds and Ages rewritten same turn; brief and the practical rule Limits updated. Status unchanged (weakened).
A preregistered meta-analysis of spaced versus massed practice in mathematics would meet C11's kill-condition if, in the studies embedded in real courses with delayed exams, massed practice matched spacing.
Strongest reading and verdict reasoning
Steelmans to: C11 dies on "a meta-analysis... in which massed or blocked practice matches or beats spacing... on a delayed closed-book test, within realistic classroom time"; this meta-analysis analyses course-embedded studies separately, the closest test of "realistic classroom time", and the year-long trial already on C11 (Kremer et al. 2026) shows the classroom advantage can fade, so a null was plausible.
Why: Nightly-attacks 2026-10-17 Europe/Stockholm. Full text read (accepted manuscript, White Rose Research Online; stored privately). Course-embedded studies: 17 studies, 26 effect sizes, g = 0.24 (SE 0.038; 95% CI 0.155 to 0.324); removing any single study left the lower limit above zero; trim-and-fill corrected g = 0.27 (0.215 to 0.326); time from last practice to exam two days to five weeks, five weeks most common. Isolated-learning studies g = 0.43 (10 studies, 27 effect sizes); all spacing studies g = 0.28 (27 studies, 53 effect sizes); the difference between the subsets was not significant (p = .095). Kill-condition failed. Limits: all course-embedded studies recruited in the USA, 65% of their effects come from universities, 46% from theses or a conference paper, and in 53% of effects learners could look back at their work during practice; course-embedded spacing also mixes topics, so spacing and interleaving are not separated, and studies that only compared blocked with interleaved practice were excluded; exam delays reach five weeks, so the year-end bound from Kremer et al. 2026 stands. Its retrieval-versus-restudy result in mathematics (7 studies, 32 effect sizes, g = 0.18, 95% CI crossing zero) bears on C0, not C11; noted as a lead. Not a preprint.
- #4 survived 3 November 2026 · Ruitenburg, Goos, Lambert, Kirschner, Jarodzka & Camp 2026 · target: kill-condition
In authentic primary and secondary classrooms (not labs, not university courses), spacing and interleaving may give no reliable advantage over massed and blocked practice on delayed tests within realistic classroom time.
Strongest reading and verdict reasoning
Steelmans to: The strongest version: earlier meta-analyses mixed lab and university studies, and Donoghue & Hattie 2021 found smaller or even negative effects in schools; a meta-analysis restricted to real school classrooms with active comparisons and quality criteria is exactly the test the kill line names.
Why: Nightly-attacks run of 2026-11-03 Europe/Stockholm. Distributed practice g = 0.20 (95% CI 0.03–0.36; 15 studies, 56 effect sizes, 2,010 pupils), g = 0.39 against massed practice; interleaved versus blocked g = 0.40 (0.10–0.71; 10 studies, 57 effect sizes, 1,902 pupils); no publication bias by Egger. Massed/blocked did not match or beat spacing/interleaving on average. Boundaries found, not kills: spacing against less-distributed practice not significant; spacing significant only for gap/retention-interval ratios of 0.10–1; interleaving not significant with immediate feedback during practice (p = .75; sparse cells, explanation called conjecture by the authors). Not a restatement of the Murray et al. 2025 survive (US maths, mostly university courses): new population (school pupils aged 6–18, several subjects) and both strategies.
Evidence
11 linked sources: 7 supports, 4 limits (first-pass draft, pending human review). supports: Cepeda et al. 2006, Dunlosky et al. 2013, Weinstein et al. 2018, Bjork et al. 2013, Rohrer et al. 2020, Murray et al. 2025, Ruitenburg et al. 2026 · limits: Brunmair & Richter 2019, Kremer et al. 2026, Ebersbach & Barzagar Nazari 2020, Barzagar Nazari & Ebersbach 2019