Evidence map›Paper›PMID 32669435›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2020

Individual learning phenotypes drive collective behavior.

Chelsea N Cook, Natalie J Lemanski, Thiago Mosqueiro, Cahit Ozturk, Jürgen Gadau, Noa Pinter-Wollman, Brian H Smith

Open access · bronzeAbstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.

0numbers the graph read from it
0cells of the map it votes in
18citing papers in PubMed
14.6field-weighted citation impact, top 1% of its field
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

18 citing papers in PubMed, 65 citations in OpenAlex.

  1. Article
  2. Neuromodulation of swarming behavior inProceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  3. Article
  4. Article
  5. Neuromodulation of Swarming Behavior inbioRxiv : the preprint server for biology · 2025
    Article
  6. Review
  7. Article
  8. Reinforcement expectation in the honeybee (Learning & memory (Cold Spring Harbor, N.Y.) · 2024
    Article
  9. A predisposed motor bias shapes individuality in vocal learning.Proceedings of the National Academy of Sciences of the United States of America · 2024
    Article
  10. Tyramine and itseLife · 2023
    Article
  11. NAPS: Integrating pose estimation and tag-based tracking.Methods in ecology and evolution · 2023
    Article
  12. Article
  13. Diverse communication strategies in bees as a window into adaptations to an unpredictable world.Proceedings of the National Academy of Sciences of the United States of America · 2023
    Article
  14. Mechanisms of collective learning: how can animal groups improve collective performance when repeating a task?Philosophical transactions of the Royal Society of London. Series B, Biological sciences · 2023
    Review
  15. Article
  16. Article
  17. Early olfactory, but not gustatory processing, is affected by the selection of heritable cognitive phenotypes in honey bee.Journal of comparative physiology. A, Neuroethology, sensory, neural, and behavioral physiology · 2021
    Article
  18. Individual learning phenotypes drive collective behavior.Proceedings of the National Academy of Sciences of the United States of America · 2020
    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

7 authors at 4 institutions in 2 countries.

Chelsea N CookSchool of Life Sciences, Arizona State University, Tempe, AZ 85287; chelsea.cook@marquette.edu.ORCID 0000-0003-3310-2161
Natalie J LemanskiDepartment of Ecology and Evolutionary Biology, University of California, Los Angeles, CA 90095.ORCID 0000-0002-4685-5093
Thiago MosqueiroDepartment of Ecology and Evolutionary Biology, University of California, Los Angeles, CA 90095.ORCID 0000-0001-5808-8189
Cahit OzturkSchool of Life Sciences, Arizona State University, Tempe, AZ 85287.
Jürgen GadauInstitute for Evolution and Biodiversity, University of Münster, 48149 Münster, Germany.ORCID 0000-0003-1258-5379
Noa Pinter-WollmanDepartment of Ecology and Evolutionary Biology, University of California, Los Angeles, CA 90095.
Brian H SmithSchool of Life Sciences, Arizona State University, Tempe, AZ 85287.ORCID 0000-0001-7018-8561
University of California, Los Angeles · USArizona State University · USMarquette University · USUniversity of Münster · DE

Funding

Multiscale model of exploration-exploitation tradeoff: from genes to collectivesR01GM113967 · NIGMS · ARIZONA STATE UNIVERSITY-TEMPE CAMPUS · PI SMITH, BRIAN H. · 2015 to 2018
$1.9M
The Role of Social Environment on Learning and Gene RegulationF32GM126728 · NIGMS · ARIZONA STATE UNIVERSITY-TEMPE CAMPUS · PI COOK, CHELSEA · 2017 to 2019
$118k
NIGMS NIH HHS F32 GM126728NIGMS NIH HHS R01 GM113967
6 · The paper itself

Abstract

Individual differences in learning can influence how animals respond to and communicate about their environment, which may nonlinearly shape how a social group accomplishes a collective task. There are few empirical examples of how differences in collective dynamics emerge from variation among individuals in cognition. Here, we use a naturally variable and heritable learning behavior called latent inhibition (LI) to show that interactions among individuals that differ in this cognitive ability drive collective foraging behavior in honey bee colonies. We artificially selected two distinct phenotypes: high-LI bees that ignore previously familiar stimuli in favor of novel ones and low-LI bees that learn familiar and novel stimuli equally well. We then provided colonies differentially composed of different ratios of these phenotypes with a choice between familiar and novel feeders. Colonies of predominantly high-LI individuals preferred to visit familiar food locations, while low-LI colonies visited novel and familiar food locations equally. Interestingly, in colonies of mixed learning phenotypes, the low-LI individuals showed a preference to visiting familiar feeders, which contrasts with their behavior when in a uniform low-LI group. We show that the shift in feeder preference of low-LI bees is driven by foragers of the high-LI phenotype dancing more intensely and attracting more followers. Our results reveal that cognitive abilities of individuals and their social interactions, which we argue relate to differences in attention, drive emergent collective outcomes.

Indexed as

Behavior, AnimalLearningPhenotypeAnalysis of VarianceAnimalsBeesModels, Theoreticalcognitioncollective behaviorhoney beelatent inhibitionlearning

Identifiers

PMID32669435
PMCPMC7395545
OpenAlexW3043460073

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.