Evidence map›Paper›PMID 41667181›Full record

Observational studyBMJ open2026

Understanding patient experience during Lokomat rehabilitation in children and adolescents: a clinical observational study combining self-evaluation and physiological metrics.

Mattia Chiappini, Giorgia Malerba, Carla Dei, Silvia Bellazzecca, Anna Falivene, Simone Costantini, Roberta Morganti, Eleonora Diella, Fabio Storm, Emilia Ambrosini and 2 more

Registry-linked trialAbstract readObservational Study
In one paragraph

Observational study in BMJ open, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05767268 (Assessment of the Psychophysical State During Rehabilitation Treatment With Lokomat), which is not on this 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

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.

NCT05767268 completednot on this map

Assessment of the Psychophysical State During Rehabilitation Treatment With Lokomat

TypeobservationalSponsorIRCCS Eugenio MedeaRan2022 to 2023Enrolled48ConditionsCerebral Palsy, Acquired Brain Injury, Hereditary Spastic ParaplegiaArmsLokomat
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

12 authors.

Mattia Chiappini *Scientific Institute, IRCCS Eugenio Medea, Bosisio Parini, Lecco, Italy mattia.chiappini@lanostrafamiglia.it.ORCID http://orcid.org/0000-0002-3613-361X
Giorgia Malerba *Scientific Institute, IRCCS Eugenio Medea, Bosisio Parini, Lecco, Italy.ORCID http://orcid.org/0000-0002-2362-3839
Carla DeiScientific Institute, IRCCS Eugenio Medea, Bosisio Parini, Lecco, Italy.ORCID http://orcid.org/0000-0002-9037-1766
Silvia BellazzeccaScientific Institute, IRCCS Eugenio Medea, Bosisio Parini, Lecco, Italy.ORCID http://orcid.org/0009-0003-5406-3146
Anna FaliveneScientific Institute, IRCCS Eugenio Medea, Bosisio Parini, Lecco, Italy.ORCID http://orcid.org/0009-0001-2438-5924
Simone CostantiniScientific Institute, IRCCS Eugenio Medea, Bosisio Parini, Lecco, Italy.ORCID http://orcid.org/0009-0001-5104-6733
Roberta MorgantiScientific Institute, IRCCS Eugenio Medea, Bosisio Parini, Lecco, Italy.ORCID http://orcid.org/0000-0002-3895-7372
Eleonora DiellaScientific Institute, IRCCS Eugenio Medea, Bosisio Parini, Lecco, Italy.ORCID http://orcid.org/0000-0003-2756-9355
Fabio StormScientific Institute, IRCCS Eugenio Medea, Bosisio Parini, Lecco, Italy.ORCID http://orcid.org/0000-0002-5977-8090
Emilia AmbrosiniDepartment of Electronics, Information, and Bioengineering, Politecnico di Milano, Milano, Italy.ORCID http://orcid.org/0000-0002-6527-0779
Andrea CavalloDepartment of Psychology, Università degli Studi di Torino, Turin, Italy.ORCID http://orcid.org/0000-0002-3717-3760
Emilia BiffiScientific Institute, IRCCS Eugenio Medea, Bosisio Parini, Lecco, Italy.ORCID http://orcid.org/0000-0002-2568-9735

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectivesTo examine the emotional, cognitive and dispositional experience of children and adolescents undergoing Lokomat rehabilitation by integrating self-evaluation, therapist observations and physiological metrics across repeated sessions, with the aim of characterising how patient experience evolves throughout paediatric robot-assisted gait training.

designProspective observational study using a multidimensional assessment approach combining self-report, therapist ratings and physiological measures.

settingInpatients undergoing robot-assisted gait training (RAGT) with the Lokomat at the Scientific Institute Eugenio Medea in Bosisio Parini (Italy).

participants42 children and adolescents (N=42; mean age 11.66±5.59 years) undergoing RAGT.

interventionsRobot-assisted gait therapy with the Lokomat. Participants underwent 30-minute therapy sessions as per routine rehabilitation protocols, with treatment durations ranging from 15 to 20 sessions, as prescribed by their referring clinician. PRIMARY AND SECONDARY OUTCOME MEASURES: Participants completed ad-hoc questionnaires about emotional, cognitive and dispositional factors before and after therapy; therapists provided structured assessments of patient engagement and psychological states. Physiological data, such as heart rate variability (HRV) and electrodermal activity (EDA), were recorded using wearable sensors to capture physiological correlates of emotional and cognitive engagement.

resultsThe results showed that by the end of Lokomat therapy, patients displayed increased cognitive engagement and better emotional regulation, along with higher vagal activity (normalised high-frequency) and increased phasic EDA responses. According to the therapists, patients appeared more confident, calm and cooperative. Sympathetic activation observed during satisfaction ratings reflected the involvement of the autonomic nervous system in positive emotional experiences.

conclusionsThis study, therefore, emphasises a multidimensional approach to rehabilitation, which involves subjective patient self-assessments, therapist observations and physiological signals in an effort to capture a more comprehensive patient experience. The findings highlight the importance of personalised, patient-centred approaches and contribute new evidence on the psychological and physiological effects of RAGT in paediatric populations. Further research is warranted to confirm these results and explore their clinical implications. TRIAL REGISTRATION NUMBER: NCT05767268.

Indexed as

Exercise TherapyGaitRoboticsAdolescentChildCognitionEmotionsFemaleHeart RateHumansItalyMalePatient SatisfactionProspective StudiesSurveys and QuestionnairesChild & adolescent psychiatryObservational StudyPatient-Centered CarePhysiological StressREHABILITATION MEDICINESurveys and Questionnaires

Identifiers

PMID41667181
PMCPMC12911727

What Socratic holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

Registered trials

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 Socratic graph.