Evidence map›Paper›PMID 41851225›Full record

ArticleScientific reports2026

Culture and anthropomorphism towards robots in middle school students: evidence from human-robot interaction.

Cecilia Roselli, Leonardo Lapomarda, Silvia Larghi, Nicola Zagni, Edoardo Datteri

Abstract read
In one paragraph

Article in Scientific reports, 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

5 authors.

Cecilia RoselliLaboratory of Robotics for the Cognitive and Social Sciences, Department of Human Sciences, University of Milano-Bicocca, Piazza dell'Ateneo Nuovo 1, 20126, Milan, Italy. cecilia.roselli@unimib.it.
Leonardo LapomardaLaboratory of Robotics for the Cognitive and Social Sciences, Department of Human Sciences, University of Milano-Bicocca, Piazza dell'Ateneo Nuovo 1, 20126, Milan, Italy.
Silvia LarghiLaboratory of Robotics for the Cognitive and Social Sciences, Department of Human Sciences, University of Milano-Bicocca, Piazza dell'Ateneo Nuovo 1, 20126, Milan, Italy.
Nicola ZagniLaboratory of Robotics for the Cognitive and Social Sciences, Department of Human Sciences, University of Milano-Bicocca, Piazza dell'Ateneo Nuovo 1, 20126, Milan, Italy.
Edoardo DatteriLaboratory of Robotics for the Cognitive and Social Sciences, Department of Human Sciences, University of Milano-Bicocca, Piazza dell'Ateneo Nuovo 1, 20126, Milan, Italy.

Funding

Ministero dell'Istruzione, dell'Università e della Ricerca H53D23009700001
6 · The paper itself

Abstract

Individual differences play a fundamental role in shaping people's attitudes towards robots. Among them, culture is one of the most deeply ingrained in individuals throughout their growth. Thus, given the crucial role of culture in shaping individuals' development, the present study investigated whether, and to what extent, individuals' cultural profile modulates their tendency to anthropomorphise robots, i.e., the likelihood of attributing human-like traits to them. Specifically, we focused on middle school students as one of the main targets of technological artefacts, including robots, in the near future. To this aim, we asked our sample (N = 85) to fill out a set of questionnaires about their cultural profiles beyond their nationality. Then, we adapted two well-established paradigms in experimental and social psychology to capture two dimensions of their anthropomorphism towards robots: (1) the Implicit Association Test (IAT), which allowed us to measure the strength of the association between the concept of "robot" and the attribute "anthropomorphic"; and (2) the Cyberball ball-tossing game, which measures participants' tendency to socially include robots. Results showed that individuals' cultural profile, operationalised as participants' scores at the cultural questionnaires, modulated their tendency to anthropomorphise robots, yet differently based on the kind of task (IAT vs. Cyberball). Interestingly, only some cultural values significantly affected participants' anthropomorphism towards robots, thus indicating that culture is a multi-faceted concept that deserves attention in future studies in the field of human-robot interaction.

Indexed as

CultureRoboticsStudentsAdolescentAttitudeChildFemaleHumansMaleSurveys and QuestionnairesAnthropomorphismCultureCyberballIATRobot

Identifiers

PMID41851225
PMCPMC13133381

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.