Evidence map›Paper›PMID 41805038›Full record

ArticleCognitive science2026

Attribution of Selfhood Based on Simple Behavioral Cues: Toward a Pars-Pro-Toto Account.

Jan Pohl, Kristina Nikolovska, Dennis Küster, Francesco Maurelli, Arvid Kappas, Bernhard Hommel

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Article in Cognitive science, 2026. 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

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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.

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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

6 authors.

Jan PohlFaculty of Psychology, Dresden University of Technology.
Kristina NikolovskaSchool of Computer Science and Engineering, Constructor University.
Dennis KüsterFaculty of Mathematics and Computer Science, University of Bremen.
Francesco MaurelliSchool of Computer Science and Engineering, Constructor University.
Arvid KappasSchool of Computer Science and Engineering, Constructor University.
Bernhard HommelDepartment of Psychology, Shandong Normal University.

Funding

German Research Foundation, DFG, in the form of a grant awarded to BH, AK, and FM within the DFG Priority Program 2134 "The Active Self" HO 1430/13-1
6 · The paper itself

Abstract

While the necessity of a concept of "self" for understanding human behavior remains subject to debate, it evidently has significance in everyday life: Lay individuals ascribe selves to humans but also to animals and technical systems, shaping their interactions accordingly. The literature suggests that there are distal behavioral cues eliciting this perception of selfhood and they may be as minimal as simple movement observed as causal. We aimed to identify which types of behavioral cues increase selfhood-attribution to other agents such as robots. Specifically, we compared behavior of nonhumanoid robots suggesting either the presence or absence of behavioral cues for one of the characteristics of causality, equifinality, behavioral efficiency, learning sensitivity, and context sensitivity. Results showed a consistent pattern of increased selfhood-attribution toward robots exhibiting any one of the examined minimal characteristics. Furthermore, most perceived sentient characteristics of the robot were triggered by any single characteristic's cue. These results reflect a Halo effect like pattern: Even a single perceived cue of selfhood-related characteristics may be sufficient to trigger a change in overall selfhood-attribution to robots. We suggest two versions of a Brunswikian model of selfhood-judgment, wherein selfhood is attributed based on the perception of (probably loosely defined) self-related characteristics. We propose that not all characteristics are directly perceived by their corresponding behavioral cues; rather, that the characteristics interact with each other and/or distal cues trigger the perception of more than one characteristic. We term this a Pars-Pro-Toto account as people go way beyond the perceived information when attributing selfhood.

Indexed as

CuesSelf ConceptHumansRoboticsAttributionHuman–robot interactionMindNonhumanoid robotOvergeneralizationPerceptionSelf

Identifiers

PMID41805038
PMCPMC12973488

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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.