Evidence map›Paper›PMID 42827482›Full record

ArticleFrontiers in robotics and AI2026

Preliminary usability evaluation of a teleoperated humanoid robot for pediatric waiting-room observation: clinical and technical professionals' perspectives.

Antea Scrocco, Samuele Bordini, Riccardo Kristen Simi, Elisa Matteucci, Elena Beani, Giovanni Cioni, Eugenia Conti, Maria Chiara Di Lieto, Giorgio Grioli, Antonio Bicchi and 2 more

Abstract read
In one paragraph

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

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0cells of the map it votes in
0citing papers in PubMed
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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

12 authors.

Antea Scrocco *Department of Developmental Neuroscience, IRCCS Stella Maris Foundation, Pisa, Italy.
Samuele Bordini *Centro Di Ricerca E. Piaggio E Dipartimento Di Ingegneria Dell'Informazione, University of Pisa, Pisa, Italy.
Riccardo Kristen SimiCentro Di Ricerca E. Piaggio E Dipartimento Di Ingegneria Dell'Informazione, University of Pisa, Pisa, Italy.
Elisa MatteucciDepartment of Developmental Neuroscience, IRCCS Stella Maris Foundation, Pisa, Italy.
Elena BeaniDepartment of Developmental Neuroscience, IRCCS Stella Maris Foundation, Pisa, Italy.
Giovanni CioniDepartment of Developmental Neuroscience, IRCCS Stella Maris Foundation, Pisa, Italy.
Eugenia ContiDepartment of Developmental Neuroscience, IRCCS Stella Maris Foundation, Pisa, Italy.
Maria Chiara Di LietoDepartment of Developmental Neuroscience, IRCCS Stella Maris Foundation, Pisa, Italy.
Giorgio GrioliCentro Di Ricerca E. Piaggio E Dipartimento Di Ingegneria Dell'Informazione, University of Pisa, Pisa, Italy.
Antonio BicchiCentro Di Ricerca E. Piaggio E Dipartimento Di Ingegneria Dell'Informazione, University of Pisa, Pisa, Italy.
Giuseppina SgandurraDepartment of Developmental Neuroscience, IRCCS Stella Maris Foundation, Pisa, Italy.
Manuel Giuseppe CatalanoPhysical AI Technologies for Human-Robot Coevolution, Istituto Italiano di Tecnologia, Bergamo, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The field of assistive and social robotics is increasingly being applied within pediatric medicine, where waiting rooms provide an interesting setting for conducting ecological behavioral observations. Yet, there is a dearth of studies investigating teleoperated humanoid robots in their capacity as tools for naturalistic observation in an unstructured environment, a use that requires a very high level of user-friendliness of the robot for non-specialist users. In this study, the humanoid robot Alter-Ego was evaluated as a telepresence avatar to support remote observation in the waiting room of a child neuropsychiatry clinic. As a preliminary step toward future clinical evaluation, the study was conducted without the direct involvement of pediatric patients and focused on the usability, perceived cognitive workload, and acceptability of the platform among 13 professionals with clinical and technical backgrounds. The results demonstrated acceptable system usability, with an overall mean System Usability Scale score of 71.3. Regarding cognitive workload, the NASA-TLX identified Mental Demand and Effort as the most demanding dimensions, while Frustration levels remained low. The Godspeed Questionnaire revealed a highly positive perception of the platform's Animacy and Likeability, alongside good scores for Perceived Safety and Perceived Intelligence. In exploratory correlation analyses, no significant correlations were found between prior virtual reality (VR) or gaming experience and any of the outcome measures considered. In conclusion, the findings suggest that the Alter-Ego platform may be a usable and acceptable teleoperated tool for clinical and technical professionals, providing a basis for future evaluation in pediatric clinical settings.

Indexed as

assistive roboticshumanoidpediatric healthcaresystem usabilitytelepresence avatar

Identifiers

PMID42827482
PMCPMC13630705

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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.