Evidence map›Paper›PMID 41710731›Full record

ArticleFrontiers in psychology2026

Theory of mind on demand: do we prepare or react?

Marion Roth, Stacy Marsella

Abstract read
In one paragraph

Article in Frontiers in psychology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

2 authors.

Marion RothSocial CDT, College of Science and Engineering, University of Glasgow, Glasgow, United Kingdom.
Stacy MarsellaKhoury College of Computer Sciences, Northeastern University, Boston, MA, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Reasoning about others' thoughts, emotions, or intentions is a sophisticated human ability. Modelling such a complex phenomenon with limited available resources is a challenging pursuit. This work proposes the hypothesis of demand-driven and reactive ToM in humans as an additional strategy to establish sufficient mental inferences in complex social spaces. The authors consider a perspective of bounded rationality and cognitive costs in conceptualising ToM and understanding how humans form, maintain, and reason with models of others efficiently and effectively. This study presents qualitative data exploring what patterns in human ToM may allow humans to quickly and seemingly effortlessly perform the complex task of inferring other people's mental states. The results consist of several themes, which point to various heuristics that may be employed in shaping tractable ToM mechanisms. In conclusion, this qualitative approach to understanding ToM efficiency shaped the hypothesis of reactive ToM mechanisms human cognition, which needs to be tested in confirmatory quantitative studies. Study limitations, implications for modelling, and directions for future research are discussed.

Indexed as

bounded rationalitycognitive biasesheuristicssocial cognitiontheory of mind

Identifiers

PMID41710731
PMCPMC12909178

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.