Evidence map›Paper›PMID 40983799›Full record

ArticleCognitive, affective & behavioral neuroscience2026

Human foraging strategies flexibly adapt to resource distribution and time constraints.

Valeria Simonelli, Davide Nuzzi, Gian Luca Lancia, Giovanni Pezzulo

Abstract read
In one paragraph

Article in Cognitive, affective & behavioral neuroscience, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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

4 authors.

Valeria Simonelli *Institute of Cognitive Sciences and Technologies, National Research Council, Rome, Italy.
Davide Nuzzi *Institute of Cognitive Sciences and Technologies, National Research Council, Rome, Italy.
Gian Luca LanciaInstitute of Cognitive Sciences and Technologies, National Research Council, Rome, Italy.
Giovanni PezzuloInstitute of Cognitive Sciences and Technologies, National Research Council, Rome, Italy. giovanni.pezzulo@istc.cnr.it.

Funding

European Research Council 820213Horizon 2020 Framework Programme 952215
6 · The paper itself

Abstract

Foraging is a crucial activity, yet the extent to which humans employ flexible versus rigid strategies remains unclear. This study investigates how individuals adapt their foraging strategies in response to resource distribution and foraging time constraints. For this, we designed a video-game-like foraging task that requires participants to navigate a four-area environment to collect coins from treasure boxes within a limited time. This task engages multiple cognitive abilities, such as navigation, learning, and memorization of treasure box locations. Findings indicate that participants adjust their foraging strategies - encompassing both stay-or-leave decisions, such as the number of boxes opened in initial areas and behavioral aspects, such as the time to navigate from box to box - depending on both resource distribution and foraging time. Additionally, they improved their performance over time by reducing the uncertainty about resource locations and distributions, demonstrating enhancements in both foraging strategies and navigation skills. They also adapted their strategies within trials based on their uncertainty, leaving areas more quickly when they resolved that other areas offered better foraging opportunities, and more slowly when they became certain that the alternatives were poorer. Finally, participants' performance was initially distant from the reward-maximizing performance of optimal agents due to the learning process humans undergo. However, it approximated the optimal agent's performance towards the end of the task, without fully reaching it. These results highlight the flexibility of human foraging behavior and underscore the importance of employing optimality models and ecologically rich scenarios to study foraging.

Indexed as

Decision MakingSpatial NavigationAdultFemaleHumansLearningMaleRewardTime FactorsTime PressureUncertaintyYoung AdultDecision-makingForagingMarginal value theoremPatch leaving

Identifiers

PMID40983799
PMCPMC12847125

What OpenQuestion holds

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LicenceCC BY
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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.