Evidence map›Paper›PMID 40425668›Full record

ArticleScientific reports2025

Evaluating the effects of active social touch and robot expressiveness on user attitudes and behaviour in human-robot interaction.

Juan Jose Gamboa-Montero, Sara Carrasco-Martinez, Enrique Fernandez-Rodicio, Fernando Alonso-Martin, Jose Carlos Castillo

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

5 authors.

Juan Jose Gamboa-MonteroRoboticsLab, Department of Systems Engineering and Automation, Universidad Carlos III de Madrid, 28911, Madrid, Spain. jgamboa@ing.uc3m.es.ORCID http://orcid.org/0000-0001-7845-5812
Sara Carrasco-MartinezRoboticsLab, Department of Systems Engineering and Automation, Universidad Carlos III de Madrid, 28911, Madrid, Spain.
Enrique Fernandez-RodicioRoboticsLab, Department of Systems Engineering and Automation, Universidad Carlos III de Madrid, 28911, Madrid, Spain.
Fernando Alonso-MartinRoboticsLab, Department of Systems Engineering and Automation, Universidad Carlos III de Madrid, 28911, Madrid, Spain.
Jose Carlos CastilloRoboticsLab, Department of Systems Engineering and Automation, Universidad Carlos III de Madrid, 28911, Madrid, Spain.

Funding

Ministry of Economy and Competitiveness | Agencia Estatal de Investigación (Spanish Agencia Estatal de Investigación) PDC2022-133518-I00Ministry of Economy and Competitiveness | Agencia Estatal de Investigación (Spanish Agencia Estatal de Investigación) PID2021-123941OA-I00Ministry of Economy and Competitiveness | Agencia Estatal de Investigación (Spanish Agencia Estatal de Investigación) TED2021-132079B-I00
6 · The paper itself

Abstract

Touch plays a crucial role in human social interaction and emotional communication. Social touch refers to touching others in social contexts, serving purposes like greetings, affection, persuasion, and emotional regulation. Social robots are autonomous agents designed to interact with humans according to a social model these users apply. While the literature on human-robot touch interaction has focused on the effects of touch from the perspective of the subject being touched by a machine, the implications in the attitude and the behaviour of users when actively touching a robot still need to be explored. This work aims to determine whether actively touching a robot can enhance human-robot interaction and the role of the robot's expressiveness while being touched. We designed a human-robot touch interaction game involving memorising and replicating a touch sequence. We used a questionnaire to measure engagement, intrinsic motivation, and fun, three concepts connected to the user's behaviour while interacting with the robot. Our study shows tactile interaction with the robot improves user engagement and fun. The study also revealed that the robot's expressiveness also impacts the users' fun during the interaction. Lastly, results showed the impact of the touch interaction on the user is independent of the robot's expressiveness and interactivity.

Indexed as

AttitudeRoboticsSocial InteractionTouchAdultEmotionsFemaleHumansMaleSurveys and QuestionnairesYoung AdultActive social touchHuman attitudes and behaviourHuman–robot interactionRobot expressivenessSmart tactile systems

Identifiers

PMID40425668
PMCPMC12117049

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.