Montessori-schooled children show shorter average shortest path length and lower modularity in their semantic networks than traditionally-schooled children¶
Claim · All claims
Evidence · 1 study (2 entries) · associationalr2·q3·i1small
Currency · newest study 2021 · not yet checked against its sources · not reviewed by a person
Subclaims¶
Reading the evidence codes
q is the design tier, i the impact, n the sample, and the kind with its r
the rigour judged within that kind: what each code means.
This claim: no standardized effect is recorded in observations/ for it yet, so no benchmark reading is possible.
q3 i1 Montessori-schooled children had a significantly lower average shortest path length (d = 0.24). → Denervaud 2021
q3 i1 Montessori-schooled children had a significantly lower modularity Q (d = 0.32). → Denervaud 2021 (2)
Evidence¶
Denervaud 2021¶
Denervaud, S., Christensen, A. P., Kenett, Y. N. & Beaty, R. E. (2021). Education shapes the structure of semantic memory and impacts creative thinking. npj Science of Learning 6:35. https://doi.org/10.1038/s41539-021-00113-8
q3 · i1 · associational · r2
Case-wise bootstrap comparison of semantic networks from the same verbal fluency data. The bootstrap test found "a signi ficantly lower ASPL" for the Montessori group, t(1998) = −5.32, p < 0.001, d = 0.24.
"Additionally, the Montessori-schooled children had a signi ficantly lower ASPL (M = 3.07, SD = 0.26) than the traditional-schooled children (M = 3.12, SD = 23), t (1998) = −5.32, p < 0.001, d = 0.24."
Denervaud 2021 (2)¶
Denervaud, S., Christensen, A. P., Kenett, Y. N. & Beaty, R. E. (2021). Education shapes the structure of semantic memory and impacts creative thinking. npj Science of Learning 6:35. https://doi.org/10.1038/s41539-021-00113-8
q3 · i1 · associational · r2
Case-wise bootstrap comparison of semantic network modularity for the two school groups. The test found "a signi ficantly lower Q" in the Montessori group, t(1998) = −7.07, p < 0.001, d = 0.32.
"Finally, the Montessori-schooled children had a signi ficantly lower Q (M = 0.582, SD = 0.03) than the traditional-schooled children (M = 0.589, SD = 0.02), t (1998) = −7.07, p < 0.001, d = 0.32."
Discussion¶
Learner Variables¶
- Long-Term Memory — outcome: instruction changes it
Related Claims¶
- Montessori-schooled children outperform traditionally-schooled children on both divergent and convergent creativity tests — related
- In a math proofreading task, Montessori-schooled children respond faster than traditionally-schooled children despite similar accuracy — related
- Montessori students miss fewer trials but make more incorrect responses than traditionally-schooled students at equivalent accuracy — related
- State 1 of dynamic inter-brain connectivity is a superior communication state: higher global efficiency, clustering and ROI strength, lower path length, with ISFC increments in mirroring and mentalizing regions — related
- Montessori- and traditionally-enrolled children in this sample were demographically matched on age, gender, fluid intelligence, and SES — related
- Montessori and traditional groups produced similar total verbal fluency responses, but Montessori children produced more unique responses — related
- Both groups' empirical semantic network measures differ from random networks, and the groups were matched on demographics and nonverbal intelligence — related
- Montessori-educated children outperform those in traditional schools in mathematics with an effect size of 0.22, according to a recent systematic review of 12 baseline-equivalent studies — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
montessori-lower-aspl-modularity-semantic-network |
title |
Montessori-schooled children show shorter average shortest path length and lower modularity in their semantic networks than traditionally-schooled children |
description |
Montessori-schooled children show shorter average shortest path length and lower modularity in their semantic networks than traditionally-schooled children |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2021 |
generated |
by process:wiki-ingest on 2026-10-26 |
trust |
unverified — no one has confirmed this page's content |
sources |
2 — denervaud-2021, denervaud-2021-2 |
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