Evidence map›Paper›PMID 39933584›Full record

ArticleProceedings. Biological sciences2025

The coevolution of learning schedules and teaching enhances cumulative knowledge and drives a teacher-innovator syndrome.

Ludovic Maisonneuve, Laurent Lehmann, Charles Mullon

Abstract read
In one paragraph

Article in Proceedings. Biological sciences, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. A population threshold for dedicated teaching.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  2. Article
  3. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Ludovic MaisonneuveDepartment of Ecology and Evolution, Université de Lausanne, Lausanne 1015, Switzerland.ORCID 0000-0002-9556-5973
Laurent LehmannDepartment of Ecology and Evolution, Université de Lausanne, Lausanne 1015, Switzerland.ORCID 0000-0001-9549-9577
Charles MullonDepartment of Ecology and Evolution, Université de Lausanne, Lausanne 1015, Switzerland.ORCID 0000-0002-9875-4227

Funding

Swiss National Science Foundation
6 · The paper itself

Abstract

Natural selection shapes how individuals learn and acquire knowledge from their environment. Under the right conditions, this can lead to the evolution of learning schedules-how individuals allocate resources to acquire knowledge throughout their lifespan-that promote the accumulation of knowledge across generations ('cumulative knowledge' or 'cumulative culture'). In spite of having been observed across multiple taxa, the role of parental teaching in this evolutionary process remains understudied. Using mathematical modelling, we show that learning schedules and parental teaching coevolve, resulting in greater time spent learning individually and innovating, as well as greater intergenerational transfer of knowledge from parent to offspring. These outcomes together enhance cumulative knowledge. Our analyses further reveal that within populations, selection typically favours an association between teaching and individual learning whereby some individuals innovate and teach within the family ('knowledge producers' with extensive knowledge), while others teach less and learn socially outside of the family ('knowledge scroungers' with less knowledge). Overall, our findings indicate that the coevolution of learning schedules and teaching promotes knowledge accumulation within and between generations and favours diversity within and between populations in knowledge acquisition, possession and transmission.

Indexed as

Biological EvolutionKnowledgeLearningSelection, GeneticTeachingHumansModels, Theoreticalbehavioural syndromecumulative culturegene–culture coevolutionlearning behaviourquantitative geneticsteaching

Identifiers

PMID39933584
PMCPMC11813578

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.